chore(tests): Mock LLM in tests for PRs

This saves time when testing on CPU which is the only sensible thing
to do on GitHub CI for PRs. For releases or once the commit is merged
we could use an external runner with GPU or just wait.

Signed-off-by: Richard Palethorpe <io@richiejp.com>

.github/workflows/tests.yml

@@ -30,17 +30,29 @@ jobs:
           $(. /etc/os-release && echo "${UBUNTU_CODENAME:-$VERSION_CODENAME}") stable" | \
           sudo tee /etc/apt/sources.list.d/docker.list > /dev/null
         sudo apt-get update
-        sudo apt-get install -y docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin
+        sudo apt-get install -y docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin make
         docker version
 
         docker run --rm hello-world
     - uses: actions/setup-go@v5
       with:
         go-version: '>=1.17.0'
+    - name: Free up disk space
+      run: |
+        sudo rm -rf /usr/share/dotnet
+        sudo rm -rf /usr/local/lib/android
+        sudo rm -rf /opt/ghc
+        sudo apt-get clean
+        docker system prune -af || true
+        df -h
+
     - name: Run tests
       run: |
-        sudo apt-get update && sudo apt-get install -y make
+        if [[ "$GITHUB_EVENT_NAME" == "pull_request" ]]; then
-        make tests
+          make tests-mock
+        else
+          make tests
+        fi
     #sudo mv coverage/coverage.txt coverage.txt
     #sudo chmod 777 coverage.txt
 

.github/workflows/tests_fragile.yml

@@ -0,0 +1,49 @@
+name: Run Fragile Go Tests
+
+on:
+  pull_request:
+    branches:
+      - '**'
+
+concurrency:
+  group: ci-non-blocking-tests-${{ github.head_ref || github.ref }}-${{ github.repository }}
+  cancel-in-progress: true
+
+jobs:
+  llm-tests:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+      - run: |
+          # Add Docker's official GPG key:
+          sudo apt-get update
+          sudo apt-get install -y ca-certificates curl
+          sudo install -m 0755 -d /etc/apt/keyrings
+          sudo curl -fsSL https://download.docker.com/linux/ubuntu/gpg -o /etc/apt/keyrings/docker.asc
+          sudo chmod a+r /etc/apt/keyrings/docker.asc
+
+          # Add the repository to Apt sources:
+          echo \
+            "deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] https://download.docker.com/linux/ubuntu \
+            $(. /etc/os-release && echo "${UBUNTU_CODENAME:-$VERSION_CODENAME}") stable" | \
+            sudo tee /etc/apt/sources.list.d/docker.list > /dev/null
+          sudo apt-get update
+          sudo apt-get install -y docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin make
+          docker version
+
+          docker run --rm hello-world
+      - uses: actions/setup-go@v5
+        with:
+          go-version: '>=1.17.0'
+      - name: Free up disk space
+        run: |
+          sudo rm -rf /usr/share/dotnet
+          sudo rm -rf /usr/local/lib/android
+          sudo rm -rf /opt/ghc
+          sudo apt-get clean
+          docker system prune -af || true
+          df -h
+      - name: Run tests
+        run: |
+          make tests

Dockerfile.mcpbox

@@ -20,10 +20,12 @@ COPY . .
 RUN CGO_ENABLED=0 GOOS=linux go build -o mcpbox ./cmd/mcpbox
 
 # Final stage
-FROM alpine:3.19
+FROM ubuntu:24.04
+
+ENV DEBIAN_FRONTEND=noninteractive
 
 # Install runtime dependencies
-RUN apk add --no-cache ca-certificates tzdata docker
+RUN apt-get update && apt-get install -y ca-certificates tzdata docker.io bash wget curl
 
 # Create non-root user
 #RUN adduser -D -g '' appuser

Makefile

@@ -3,6 +3,8 @@ IMAGE_NAME?=webui
 MCPBOX_IMAGE_NAME?=mcpbox
 ROOT_DIR:=$(shell dirname $(realpath $(lastword $(MAKEFILE_LIST))))
 
+.PHONY: tests tests-mock cleanup-tests
+
 prepare-tests: build-mcpbox
 	docker compose up -d --build
 	docker run -d -v /var/run/docker.sock:/var/run/docker.sock --privileged -p 9090:8080 --rm -ti $(MCPBOX_IMAGE_NAME)
@@ -13,6 +15,9 @@ cleanup-tests:
 tests: prepare-tests
 	LOCALAGI_MCPBOX_URL="http://localhost:9090" LOCALAGI_MODEL="gemma-3-12b-it-qat" LOCALAI_API_URL="http://localhost:8081" LOCALAGI_API_URL="http://localhost:8080" $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --fail-fast -v -r ./...
 
+tests-mock: prepare-tests
+	LOCALAGI_MCPBOX_URL="http://localhost:9090" LOCALAI_API_URL="http://localhost:8081" LOCALAGI_API_URL="http://localhost:8080" $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --fail-fast -v -r ./...
+
 run-nokb:
 	$(MAKE) run KBDISABLEINDEX=true
 
@@ -37,4 +42,4 @@ build-mcpbox:
 	docker build -t $(MCPBOX_IMAGE_NAME) -f Dockerfile.mcpbox .
 
 run-mcpbox:
-	docker run -v /var/run/docker.sock:/var/run/docker.sock --privileged -p 9090:8080 -ti mcpbox
+	docker run -v /var/run/docker.sock:/var/run/docker.sock --privileged -p 9090:8080 -ti mcpbox

README.md

@@ -11,6 +11,9 @@
 [![GitHub stars](https://img.shields.io/github/stars/mudler/LocalAGI)](https://github.com/mudler/LocalAGI/stargazers)
 [![GitHub issues](https://img.shields.io/github/issues/mudler/LocalAGI)](https://github.com/mudler/LocalAGI/issues)
 
+
+Try on [![Telegram](https://img.shields.io/badge/Telegram-2CA5E0?style=for-the-badge&logo=telegram&logoColor=white)](https://t.me/LocalAGI_bot)
+
 </div>
 
 Create customizable AI assistants, automations, chat bots and agents that run 100% locally. No need for agentic Python libraries or cloud service keys, just bring your GPU (or even just CPU) and a web browser.
@@ -69,6 +72,13 @@ Now you can access and manage your agents at [http://localhost:8080](http://loca
 
 Still having issues? see this Youtube video: https://youtu.be/HtVwIxW3ePg
 
+## Videos
+
+[![Creating a basic agent](https://img.youtube.com/vi/HtVwIxW3ePg/mqdefault.jpg)](https://youtu.be/HtVwIxW3ePg)
+[![Agent Observability](https://img.youtube.com/vi/v82rswGJt_M/mqdefault.jpg)](https://youtu.be/v82rswGJt_M)
+[![Filters and Triggers](https://youtu.be/d_we-AYksSw/mqdefault.jpg)](https://youtu.be/d_we-AYksSw)
+
+
 ## 📚🆕 Local Stack Family
 
 🆕 LocalAI is now part of a comprehensive suite of AI tools designed to work together:
@@ -180,14 +190,6 @@ Good (relatively small) models that have been tested are:
 - **✓ Effortless Setup**: Simple Docker compose setups and pre-built binaries.
 - **✓ Feature-Rich**: From planning to multimodal capabilities, connectors for Slack, MCP support, LocalAGI has it all.
 
-## 🌐 The Local Ecosystem
-
-LocalAGI is part of the powerful Local family of privacy-focused AI tools:
-
-- [**LocalAI**](https://github.com/mudler/LocalAI): Run Large Language Models locally.
-- [**LocalRecall**](https://github.com/mudler/LocalRecall): Retrieval-Augmented Generation with local storage.
-- [**LocalAGI**](https://github.com/mudler/LocalAGI): Deploy intelligent AI agents securely and privately.
-
 ## 🌟 Screenshots
 
 ### Powerful Web UI
@@ -259,6 +261,158 @@ go build -o localagi
 ./localagi
 ```
 
+### Using as a Library
+
+LocalAGI can be used as a Go library to programmatically create and manage AI agents. Let's start with a simple example of creating a single agent:
+
+<details>
+<summary><strong>Basic Usage: Single Agent</strong></summary>
+
+```go
+import (
+    "github.com/mudler/LocalAGI/core/agent"
+    "github.com/mudler/LocalAGI/core/types"
+)
+
+// Create a new agent with basic configuration
+agent, err := agent.New(
+    agent.WithModel("gpt-4"),
+    agent.WithLLMAPIURL("http://localhost:8080"),
+    agent.WithLLMAPIKey("your-api-key"),
+    agent.WithSystemPrompt("You are a helpful assistant."),
+    agent.WithCharacter(agent.Character{
+        Name: "my-agent",
+    }),
+    agent.WithActions(
+        // Add your custom actions here
+    ),
+    agent.WithStateFile("./state/my-agent.state.json"),
+    agent.WithCharacterFile("./state/my-agent.character.json"),
+    agent.WithTimeout("10m"),
+    agent.EnableKnowledgeBase(),
+    agent.EnableReasoning(),
+)
+
+if err != nil {
+    log.Fatal(err)
+}
+
+// Start the agent
+go func() {
+    if err := agent.Run(); err != nil {
+        log.Printf("Agent stopped: %v", err)
+    }
+}()
+
+// Stop the agent when done
+agent.Stop()
+```
+
+This basic example shows how to:
+- Create a single agent with essential configuration
+- Set up the agent's model and API connection
+- Configure basic features like knowledge base and reasoning
+- Start and stop the agent
+
+</details>
+
+<details>
+<summary><strong>Advanced Usage: Agent Pools</strong></summary>
+
+For managing multiple agents, you can use the AgentPool system:
+
+```go
+import (
+    "github.com/mudler/LocalAGI/core/state"
+    "github.com/mudler/LocalAGI/core/types"
+)
+
+// Create a new agent pool
+pool, err := state.NewAgentPool(
+    "default-model",           // default model name
+    "default-multimodal-model", // default multimodal model
+    "image-model",            // image generation model
+    "http://localhost:8080",  // API URL
+    "your-api-key",          // API key
+    "./state",               // state directory
+    "",                      // MCP box URL (optional)
+    "http://localhost:8081", // LocalRAG API URL
+    func(config *AgentConfig) func(ctx context.Context, pool *AgentPool) []types.Action {
+        // Define available actions for agents
+        return func(ctx context.Context, pool *AgentPool) []types.Action {
+            return []types.Action{
+                // Add your custom actions here
+            }
+        }
+    },
+    func(config *AgentConfig) []Connector {
+        // Define connectors for agents
+        return []Connector{
+            // Add your custom connectors here
+        }
+    },
+    func(config *AgentConfig) []DynamicPrompt {
+        // Define dynamic prompts for agents
+        return []DynamicPrompt{
+            // Add your custom prompts here
+        }
+    },
+    func(config *AgentConfig) types.JobFilters {
+        // Define job filters for agents
+        return types.JobFilters{
+            // Add your custom filters here
+        }
+    },
+    "10m", // timeout
+    true,  // enable conversation logs
+)
+
+// Create a new agent in the pool
+agentConfig := &AgentConfig{
+    Name: "my-agent",
+    Model: "gpt-4",
+    SystemPrompt: "You are a helpful assistant.",
+    EnableKnowledgeBase: true,
+    EnableReasoning: true,
+    // Add more configuration options as needed
+}
+
+err = pool.CreateAgent("my-agent", agentConfig)
+
+// Start all agents
+err = pool.StartAll()
+
+// Get agent status
+status := pool.GetStatusHistory("my-agent")
+
+// Stop an agent
+pool.Stop("my-agent")
+
+// Remove an agent
+err = pool.Remove("my-agent")
+```
+
+</details>
+
+<details>
+<summary><strong>Available Features</strong></summary>
+
+Key features available through the library:
+
+- **Single Agent Management**: Create and manage individual agents with basic configuration
+- **Agent Pool Management**: Create, start, stop, and remove multiple agents
+- **Configuration**: Customize agent behavior through AgentConfig
+- **Actions**: Define custom actions for agents to perform
+- **Connectors**: Add custom connectors for external services
+- **Dynamic Prompts**: Create dynamic prompt templates
+- **Job Filters**: Implement custom job filtering logic
+- **Status Tracking**: Monitor agent status and history
+- **State Persistence**: Automatic state saving and loading
+
+For more details about available configuration options and features, refer to the [Agent Configuration Reference](#agent-configuration-reference) section.
+
+</details>
+
 ### Development
 
 The development workflow is similar to the source build, but with additional steps for hot reloading of the frontend:
@@ -285,7 +439,8 @@ cd ../.. && go run main.go
 
 Link your agents to the services you already use. Configuration examples below.
 
-### GitHub Issues
+<details>
+<summary><strong>GitHub Issues</strong></summary>
 
 ```json
 {
@@ -295,8 +450,10 @@ Link your agents to the services you already use. Configuration examples below.
   "botUserName": "bot-username"
 }
 ```
+</details>
 
-### Discord
+<details>
+<summary><strong>Discord</strong></summary>
 
 After [creating your Discord bot](https://discordpy.readthedocs.io/en/stable/discord.html):
 
@@ -308,8 +465,10 @@ After [creating your Discord bot](https://discordpy.readthedocs.io/en/stable/dis
 ```
 > Don't forget to enable "Message Content Intent" in Bot(tab) settings!
 > Enable " Message Content Intent " in the Bot tab!
+</details>
 
-### Slack
+<details>
+<summary><strong>Slack</strong></summary>
 
 Use the included `slack.yaml` manifest to create your app, then configure:
 
@@ -322,9 +481,10 @@ Use the included `slack.yaml` manifest to create your app, then configure:
 
 - Create Oauth token bot token from "OAuth & Permissions" -> "OAuth Tokens for Your Workspace"
 - Create App level token (from "Basic Information" -> "App-Level Tokens" ( scope connections:writeRoute authorizations:read ))
+</details>
 
-
+<details>
-### Telegram
+<summary><strong>Telegram</strong></summary>
 
 Get a token from @botfather, then:
 
@@ -333,8 +493,10 @@ Get a token from @botfather, then:
   "token": "your-bot-father-token" 
 }
 ```
+</details>
 
-### IRC
+<details>
+<summary><strong>IRC</strong></summary>
 
 Connect to IRC networks:
 
@@ -347,10 +509,12 @@ Connect to IRC networks:
   "alwaysReply": "false"
 }
 ```
+</details>
 
 ## REST API
 
-### Agent Management
+<details>
+<summary><strong>Agent Management</strong></summary>
 
 | Endpoint | Method | Description | Example |
 |----------|--------|-------------|---------|
@@ -365,8 +529,10 @@ Connect to IRC networks:
 | `/api/meta/agent/config` | GET | Get agent configuration metadata | |
 | `/settings/export/:name` | GET | Export agent config | [Example](#export-agent) |
 | `/settings/import` | POST | Import agent config | [Example](#import-agent) |
+</details>
 
-### Actions and Groups
+<details>
+<summary><strong>Actions and Groups</strong></summary>
 
 | Endpoint | Method | Description | Example |
 |----------|--------|-------------|---------|
@@ -374,8 +540,10 @@ Connect to IRC networks:
 | `/api/action/:name/run` | POST | Execute an action | |
 | `/api/agent/group/generateProfiles` | POST | Generate group profiles | |
 | `/api/agent/group/create` | POST | Create a new agent group | |
+</details>
 
-### Chat Interactions
+<details>
+<summary><strong>Chat Interactions</strong></summary>
 
 | Endpoint | Method | Description | Example |
 |----------|--------|-------------|---------|
@@ -383,6 +551,7 @@ Connect to IRC networks:
 | `/api/notify/:name` | POST | Send notification to agent | [Example](#notify-agent) |
 | `/api/sse/:name` | GET | Real-time agent event stream | [Example](#agent-sse-stream) |
 | `/v1/responses` | POST | Send message & get response | [OpenAI's Responses](https://platform.openai.com/docs/api-reference/responses/create) |
+</details>
 
 <details>
 <summary><strong>Curl Examples</strong></summary>
@@ -470,11 +639,13 @@ curl -X POST "http://localhost:3000/api/notify/my-agent" \
 curl -N -X GET "http://localhost:3000/api/sse/my-agent"
 ```
 Note: For proper SSE handling, you should use a client that supports SSE natively.
-
 </details>
 
 ### Agent Configuration Reference
 
+<details>
+<summary><strong>Configuration Structure</strong></summary>
+
 The agent configuration defines how an agent behaves and what capabilities it has. You can view the available configuration options and their descriptions by using the metadata endpoint:
 
 ```bash
@@ -507,6 +678,25 @@ Here's an example of the agent configuration structure:
   "summary_long_term_memory": false
 }
 ```
+</details>
+
+<details>
+<summary><strong>Environment Configuration</strong></summary>
+
+LocalAGI supports environment configurations. Note that these environment variables needs to be specified in the localagi container in the docker-compose file to have effect.
+
+| Variable | What It Does |
+|----------|--------------|
+| `LOCALAGI_MODEL` | Your go-to model |
+| `LOCALAGI_MULTIMODAL_MODEL` | Optional model for multimodal capabilities |
+| `LOCALAGI_LLM_API_URL` | OpenAI-compatible API server URL |
+| `LOCALAGI_LLM_API_KEY` | API authentication |
+| `LOCALAGI_TIMEOUT` | Request timeout settings |
+| `LOCALAGI_STATE_DIR` | Where state gets stored |
+| `LOCALAGI_LOCALRAG_URL` | LocalRecall connection |
+| `LOCALAGI_ENABLE_CONVERSATIONS_LOGGING` | Toggle conversation logs |
+| `LOCALAGI_API_KEYS` | A comma separated list of api keys used for authentication |
+</details>
 
 ## LICENSE
 

core/action/custom.go

@@ -81,7 +81,7 @@ func (a *CustomAction) Plannable() bool {
 	return true
 }
 
-func (a *CustomAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (a *CustomAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	v, err := a.i.Eval(fmt.Sprintf("%s.Run", a.config["name"]))
 	if err != nil {
 		return types.ActionResult{}, err
@@ -95,6 +95,11 @@ func (a *CustomAction) Run(ctx context.Context, params types.ActionParams) (type
 
 func (a *CustomAction) Definition() types.ActionDefinition {
 
+	if a.i == nil {
+		xlog.Error("Interpreter is not initialized for custom action", "action", a.config["name"])
+		return types.ActionDefinition{}
+	}
+
 	v, err := a.i.Eval(fmt.Sprintf("%s.Definition", a.config["name"]))
 	if err != nil {
 		xlog.Error("Error getting custom action definition", "error", err)

core/action/custom_test.go

@@ -76,7 +76,7 @@ return []string{"foo"}
 				Description: "A test action",
 			}))
 
-			runResult, err := customAction.Run(context.Background(), types.ActionParams{
+			runResult, err := customAction.Run(context.Background(), nil, types.ActionParams{
 				"Foo": "bar",
 			})
 			Expect(err).ToNot(HaveOccurred())

core/action/goal.go

@@ -21,7 +21,7 @@ type GoalResponse struct {
 	Achieved bool   `json:"achieved"`
 }
 
-func (a *GoalAction) Run(context.Context, types.ActionParams) (types.ActionResult, error) {
+func (a *GoalAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	return types.ActionResult{}, nil
 }
 

core/action/intention.go

@@ -22,7 +22,7 @@ type IntentResponse struct {
 	Reasoning string `json:"reasoning"`
 }
 
-func (a *IntentAction) Run(context.Context, types.ActionParams) (types.ActionResult, error) {
+func (a *IntentAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	return types.ActionResult{}, nil
 }
 

core/action/newconversation.go

@@ -19,7 +19,7 @@ type ConversationActionResponse struct {
 	Message string `json:"message"`
 }
 
-func (a *ConversationAction) Run(context.Context, types.ActionParams) (types.ActionResult, error) {
+func (a *ConversationAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	return types.ActionResult{}, nil
 }
 

core/action/noreply.go

@@ -16,7 +16,7 @@ func NewStop() *StopAction {
 
 type StopAction struct{}
 
-func (a *StopAction) Run(context.Context, types.ActionParams) (types.ActionResult, error) {
+func (a *StopAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	return types.ActionResult{}, nil
 }
 

core/action/plan.go

@@ -30,7 +30,7 @@ type PlanSubtask struct {
 	Reasoning string `json:"reasoning"`
 }
 
-func (a *PlanAction) Run(context.Context, types.ActionParams) (types.ActionResult, error) {
+func (a *PlanAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	return types.ActionResult{}, nil
 }
 

core/action/reasoning.go

@@ -20,7 +20,7 @@ type ReasoningResponse struct {
 	Reasoning string `json:"reasoning"`
 }
 
-func (a *ReasoningAction) Run(context.Context, types.ActionParams) (types.ActionResult, error) {
+func (a *ReasoningAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	return types.ActionResult{}, nil
 }
 

core/action/reply.go

@@ -22,7 +22,7 @@ type ReplyResponse struct {
 	Message string `json:"message"`
 }
 
-func (a *ReplyAction) Run(context.Context, types.ActionParams) (string, error) {
+func (a *ReplyAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (string, error) {
 	return "no-op", nil
 }
 

core/action/state.go

@@ -15,7 +15,7 @@ func NewState() *StateAction {
 
 type StateAction struct{}
 
-func (a *StateAction) Run(context.Context, types.ActionParams) (types.ActionResult, error) {
+func (a *StateAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	return types.ActionResult{Result: "internal state has been updated"}, nil
 }
 

core/agent/actions.go

@@ -480,13 +480,18 @@ func (a *Agent) pickAction(job *types.Job, templ string, messages []openai.ChatC
 		}, c...)
 	}
 
+	reasoningAction := action.NewReasoning()
 	thought, err := a.decision(job,
 		c,
-		types.Actions{action.NewReasoning()}.ToTools(),
+		types.Actions{reasoningAction}.ToTools(),
-		action.NewReasoning().Definition().Name.String(), maxRetries)
+		reasoningAction.Definition().Name.String(), maxRetries)
 	if err != nil {
 		return nil, nil, "", err
 	}
+	if thought.actioName != "" && thought.actioName != reasoningAction.Definition().Name.String() {
+		return nil, nil, "", fmt.Errorf("Expected reasoning action not: %s", thought.actioName)
+	}
+
 	originalReasoning := ""
 	response := &action.ReasoningResponse{}
 	if thought.actionParams != nil {

core/agent/agent.go

@@ -5,6 +5,8 @@ import (
 	"errors"
 	"fmt"
 	"os"
+	"regexp"
+	"strings"
 	"sync"
 	"time"
 
@@ -27,7 +29,7 @@ type Agent struct {
 	sync.Mutex
 	options   *options
 	Character Character
-	client    *openai.Client
+	client    llm.LLMClient
 	jobQueue  chan *types.Job
 	context   *types.ActionContext
 
@@ -44,6 +46,8 @@ type Agent struct {
 	newMessagesSubscribers []func(openai.ChatCompletionMessage)
 
 	observer Observer
+
+	sharedState *types.AgentSharedState
 }
 
 type RAGDB interface {
@@ -59,7 +63,12 @@ func New(opts ...Option) (*Agent, error) {
 		return nil, fmt.Errorf("failed to set options: %v", err)
 	}
 
-	client := llm.NewClient(options.LLMAPI.APIKey, options.LLMAPI.APIURL, options.timeout)
+	var client llm.LLMClient
+	if options.llmClient != nil {
+		client = options.llmClient
+	} else {
+		client = llm.NewClient(options.LLMAPI.APIKey, options.LLMAPI.APIURL, options.timeout)
+	}
 
 	c := context.Background()
 	if options.context != nil {
@@ -76,6 +85,7 @@ func New(opts ...Option) (*Agent, error) {
 		context:                types.NewActionContext(ctx, cancel),
 		newConversations:       make(chan openai.ChatCompletionMessage),
 		newMessagesSubscribers: options.newConversationsSubscribers,
+		sharedState:            types.NewAgentSharedState(options.lastMessageDuration),
 	}
 
 	// Initialize observer if provided
@@ -116,6 +126,15 @@ func New(opts ...Option) (*Agent, error) {
 	return a, nil
 }
 
+func (a *Agent) SharedState() *types.AgentSharedState {
+	return a.sharedState
+}
+
+// LLMClient returns the agent's LLM client (for testing)
+func (a *Agent) LLMClient() llm.LLMClient {
+	return a.client
+}
+
 func (a *Agent) startNewConversationsConsumer() {
 	go func() {
 		for {
@@ -180,6 +199,12 @@ func (a *Agent) Execute(j *types.Job) *types.JobResult {
 	}()
 
 	if j.Obs != nil {
+		if len(j.ConversationHistory) > 0 {
+			m := j.ConversationHistory[len(j.ConversationHistory)-1]
+			j.Obs.Creation = &types.Creation{ChatCompletionMessage: &m}
+			a.observer.Update(*j.Obs)
+		}
+
 		j.Result.AddFinalizer(func(ccm []openai.ChatCompletionMessage) {
 			j.Obs.Completion = &types.Completion{
 				Conversation: ccm,
@@ -286,7 +311,7 @@ func (a *Agent) runAction(job *types.Job, chosenAction types.Action, params type
 
 	for _, act := range a.availableActions() {
 		if act.Definition().Name == chosenAction.Definition().Name {
-			res, err := act.Run(job.GetContext(), params)
+			res, err := act.Run(job.GetContext(), a.sharedState, params)
 			if err != nil {
 				if obs != nil {
 					obs.Completion = &types.Completion{
@@ -484,13 +509,84 @@ func (a *Agent) processUserInputs(job *types.Job, role string, conv Messages) Me
 	return conv
 }
 
-func (a *Agent) consumeJob(job *types.Job, role string) {
+func (a *Agent) filterJob(job *types.Job) (ok bool, err error) {
+	hasTriggers := false
+	triggeredBy := ""
+	failedBy := ""
 
+	if job.DoneFilter {
+		return true, nil
+	}
+	job.DoneFilter = true
+
+	if len(a.options.jobFilters) < 1 {
+		xlog.Debug("No filters")
+		return true, nil
+	}
+
+	for _, filter := range a.options.jobFilters {
+		name := filter.Name()
+		if triggeredBy != "" && filter.IsTrigger() {
+			continue
+		}
+
+		ok, err = filter.Apply(job)
+		if err != nil {
+			xlog.Error("Error in job filter", "filter", name, "error", err)
+			failedBy = name
+			break
+		}
+
+		if filter.IsTrigger() {
+			hasTriggers = true
+			if ok {
+				triggeredBy = name
+				xlog.Info("Job triggered by filter", "filter", name)
+			}
+		} else if !ok {
+			failedBy = name
+			xlog.Info("Job failed filter", "filter", name)
+			break
+		} else {
+			xlog.Debug("Job passed filter", "filter", name)
+		}
+	}
+
+	if a.Observer() != nil {
+		obs := a.Observer().NewObservable()
+		obs.Name = "filter"
+		obs.Icon = "shield"
+		obs.ParentID = job.Obs.ID
+		if err == nil {
+			obs.Completion = &types.Completion{
+				FilterResult: &types.FilterResult{
+					HasTriggers: hasTriggers,
+					TriggeredBy: triggeredBy,
+					FailedBy:    failedBy,
+				},
+			}
+		} else {
+			obs.Completion = &types.Completion{
+				Error: err.Error(),
+			}
+		}
+		a.Observer().Update(*obs)
+	}
+
+	return failedBy == "" && (!hasTriggers || triggeredBy != ""), nil
+}
+
+func (a *Agent) consumeJob(job *types.Job, role string, retries int) {
 	if err := job.GetContext().Err(); err != nil {
 		job.Result.Finish(fmt.Errorf("expired"))
 		return
 	}
 
+	if retries < 1 {
+		job.Result.Finish(fmt.Errorf("Exceeded recursive retries"))
+		return
+	}
+
 	a.Lock()
 	paused := a.pause
 	a.Unlock()
@@ -520,6 +616,14 @@ func (a *Agent) consumeJob(job *types.Job, role string) {
 	}
 
 	conv = a.processPrompts(conv)
+	if ok, err := a.filterJob(job); !ok || err != nil {
+		if err != nil {
+			job.Result.Finish(fmt.Errorf("Error in job filter: %w", err))
+		} else {
+			job.Result.Finish(nil)
+		}
+		return
+	}
 	conv = a.processUserInputs(job, role, conv)
 
 	// RAG
@@ -553,7 +657,7 @@ func (a *Agent) consumeJob(job *types.Job, role string) {
 				xlog.Error("Error generating parameters, trying again", "error", err)
 				// try again
 				job.SetNextAction(&chosenAction, nil, reasoning)
-				a.consumeJob(job, role)
+				a.consumeJob(job, role, retries-1)
 				return
 			}
 			actionParams = p.actionParams
@@ -571,36 +675,15 @@ func (a *Agent) consumeJob(job *types.Job, role string) {
 		}
 	}
 
-	// check if the agent is looping over the same action
-	// if so, we need to stop it
-	if a.options.loopDetectionSteps > 0 && len(job.GetPastActions()) > 0 {
-		count := map[string]int{}
-		for i := len(job.GetPastActions()) - 1; i >= 0; i-- {
-			pastAction := job.GetPastActions()[i]
-			if pastAction.Action.Definition().Name == chosenAction.Definition().Name &&
-				pastAction.Params.String() == actionParams.String() {
-				count[chosenAction.Definition().Name.String()]++
-			}
-		}
-		if count[chosenAction.Definition().Name.String()] > a.options.loopDetectionSteps {
-			xlog.Info("Loop detected, stopping agent", "agent", a.Character.Name, "action", chosenAction.Definition().Name)
-			a.reply(job, role, conv, actionParams, chosenAction, reasoning)
-			return
-		}
-	}
-
-	//xlog.Debug("Picked action", "agent", a.Character.Name, "action", chosenAction.Definition().Name, "reasoning", reasoning)
 	if chosenAction == nil {
 		// If no action was picked up, the reasoning is the message returned by the assistant
 		// so we can consume it as if it was a reply.
-		//job.Result.SetResult(ActionState{ActionCurrentState{nil, nil, "No action to do, just reply"}, ""})
-		//job.Result.Finish(fmt.Errorf("no action to do"))\
 		xlog.Info("No action to do, just reply", "agent", a.Character.Name, "reasoning", reasoning)
 
 		if reasoning != "" {
 			conv = append(conv, openai.ChatCompletionMessage{
 				Role:    "assistant",
-				Content: reasoning,
+				Content: a.cleanupLLMResponse(reasoning),
 			})
 		} else {
 			xlog.Info("No reasoning, just reply", "agent", a.Character.Name)
@@ -609,10 +692,28 @@ func (a *Agent) consumeJob(job *types.Job, role string) {
 				job.Result.Finish(fmt.Errorf("error asking LLM for a reply: %w", err))
 				return
 			}
+			msg.Content = a.cleanupLLMResponse(msg.Content)
 			conv = append(conv, msg)
 			reasoning = msg.Content
 		}
 
+		var satisfied bool
+		var err error
+		// Evaluate the response
+		satisfied, conv, err = a.handleEvaluation(job, conv, job.GetEvaluationLoop())
+		if err != nil {
+			job.Result.Finish(fmt.Errorf("error evaluating response: %w", err))
+			return
+		}
+
+		if !satisfied {
+			// If not satisfied, continue with the conversation
+			job.ConversationHistory = conv
+			job.IncrementEvaluationLoop()
+			a.consumeJob(job, role, retries)
+			return
+		}
+
 		xlog.Debug("Finish job with reasoning", "reasoning", reasoning, "agent", a.Character.Name, "conversation", fmt.Sprintf("%+v", conv))
 		job.Result.Conversation = conv
 		job.Result.AddFinalizer(func(conv []openai.ChatCompletionMessage) {
@@ -642,7 +743,7 @@ func (a *Agent) consumeJob(job *types.Job, role string) {
 			xlog.Error("Error generating parameters, trying again", "error", err)
 			// try again
 			job.SetNextAction(&chosenAction, nil, reasoning)
-			a.consumeJob(job, role)
+			a.consumeJob(job, role, retries-1)
 			return
 		}
 		actionParams = params.actionParams
@@ -662,6 +763,22 @@ func (a *Agent) consumeJob(job *types.Job, role string) {
 		return
 	}
 
+	if a.options.loopDetectionSteps > 0 && len(job.GetPastActions()) > 0 {
+		count := 0
+		for _, pastAction := range job.GetPastActions() {
+			if pastAction.Action.Definition().Name == chosenAction.Definition().Name &&
+				pastAction.Params.String() == actionParams.String() {
+				count++
+			}
+		}
+		if count > a.options.loopDetectionSteps {
+			xlog.Info("Loop detected, stopping agent", "agent", a.Character.Name, "action", chosenAction.Definition().Name)
+			a.reply(job, role, conv, actionParams, chosenAction, reasoning)
+			return
+		}
+		xlog.Debug("Checked for loops", "action", chosenAction.Definition().Name, "count", count)
+	}
+
 	job.AddPastAction(chosenAction, &actionParams)
 
 	if !job.Callback(types.ActionCurrentState{
@@ -686,8 +803,6 @@ func (a *Agent) consumeJob(job *types.Job, role string) {
 	conv, err = a.handlePlanning(job.GetContext(), job, chosenAction, actionParams, reasoning, pickTemplate, conv)
 	if err != nil {
 		xlog.Error("error handling planning", "error", err)
-		//job.Result.Conversation = conv
-		//job.Result.SetResponse(msg.Content)
 		a.reply(job, role, append(conv, openai.ChatCompletionMessage{
 			Role:    "assistant",
 			Content: fmt.Sprintf("Error handling planning: %v", err),
@@ -734,9 +849,6 @@ func (a *Agent) consumeJob(job *types.Job, role string) {
 	if !chosenAction.Definition().Name.Is(action.PlanActionName) {
 		result, err := a.runAction(job, chosenAction, actionParams)
 		if err != nil {
-			//job.Result.Finish(fmt.Errorf("error running action: %w", err))
-			//return
-			// make the LLM aware of the error of running the action instead of stopping the job here
 			result.Result = fmt.Sprintf("Error running tool: %v", err)
 		}
 
@@ -775,42 +887,54 @@ func (a *Agent) consumeJob(job *types.Job, role string) {
 		// The agent decided to do another action
 		// call ourselves again
 		job.SetNextAction(&followingAction, &followingParams, reasoning)
-		a.consumeJob(job, role)
+		a.consumeJob(job, role, retries)
+		return
+	}
+
+	// Evaluate the final response
+	var satisfied bool
+	satisfied, conv, err = a.handleEvaluation(job, conv, job.GetEvaluationLoop())
+	if err != nil {
+		job.Result.Finish(fmt.Errorf("error evaluating response: %w", err))
+		return
+	}
+
+	if !satisfied {
+		// If not satisfied, continue with the conversation
+		job.ConversationHistory = conv
+		job.IncrementEvaluationLoop()
+		a.consumeJob(job, role, retries)
 		return
 	}
 
 	a.reply(job, role, conv, actionParams, chosenAction, reasoning)
 }
 
+func stripThinkingTags(content string) string {
+	// Remove content between <thinking> and </thinking> (including multi-line)
+	content = regexp.MustCompile(`(?s)<thinking>.*?</thinking>`).ReplaceAllString(content, "")
+	// Remove content between <think> and </think> (including multi-line)
+	content = regexp.MustCompile(`(?s)<think>.*?</think>`).ReplaceAllString(content, "")
+	// Clean up any extra whitespace
+	content = strings.TrimSpace(content)
+	return content
+}
+
+func (a *Agent) cleanupLLMResponse(content string) string {
+	if a.options.stripThinkingTags {
+		content = stripThinkingTags(content)
+	}
+	// Future post-processing options can be added here
+	return content
+}
+
 func (a *Agent) reply(job *types.Job, role string, conv Messages, actionParams types.ActionParams, chosenAction types.Action, reasoning string) {
 	job.Result.Conversation = conv
 
 	// At this point can only be a reply action
 	xlog.Info("Computing reply", "agent", a.Character.Name)
 
-	// decode the response
+	forceResponsePrompt := "Reply to the user without using any tools or function calls. Just reply with the message."
-	replyResponse := action.ReplyResponse{}
-
-	if err := actionParams.Unmarshal(&replyResponse); err != nil {
-		job.Result.Conversation = conv
-		job.Result.Finish(fmt.Errorf("error unmarshalling reply response: %w", err))
-		return
-	}
-
-	// If we have already a reply from the action, just return it.
-	// Otherwise generate a full conversation to get a proper message response
-	// if chosenAction.Definition().Name.Is(action.ReplyActionName) {
-	// 	replyResponse := action.ReplyResponse{}
-	// 	if err := params.actionParams.Unmarshal(&replyResponse); err != nil {
-	// 		job.Result.Finish(fmt.Errorf("error unmarshalling reply response: %w", err))
-	// 		return
-	// 	}
-	// 	if replyResponse.Message != "" {
-	// 		job.Result.SetResponse(replyResponse.Message)
-	// 		job.Result.Finish(nil)
-	// 		return
-	// 	}
-	// }
 
 	// If we have a hud, display it when answering normally
 	if a.options.enableHUD {
@@ -826,39 +950,19 @@ func (a *Agent) reply(job *types.Job, role string, conv Messages, actionParams t
 					Role:    "system",
 					Content: prompt,
 				},
+				{
+					Role:    "system",
+					Content: forceResponsePrompt,
+				},
 			}, conv...)
 		}
-	}
+	} else {
-
+		conv = append([]openai.ChatCompletionMessage{
-	// Generate a human-readable response
+			{
-	// resp, err := a.client.CreateChatCompletion(ctx,
+				Role:    "system",
-	// 	openai.ChatCompletionRequest{
+				Content: forceResponsePrompt,
-	// 		Model: a.options.LLMAPI.Model,
+			},
-	// 		Messages: append(conv,
+		}, conv...)
-	// 			openai.ChatCompletionMessage{
-	// 				Role:    "system",
-	// 				Content: "Assistant thought: " + replyResponse.Message,
-	// 			},
-	// 		),
-	// 	},
-	// )
-
-	if replyResponse.Message != "" {
-		xlog.Info("Return reply message", "reply", replyResponse.Message, "agent", a.Character.Name)
-
-		msg := openai.ChatCompletionMessage{
-			Role:    "assistant",
-			Content: replyResponse.Message,
-		}
-
-		conv = append(conv, msg)
-		job.Result.Conversation = conv
-		job.Result.SetResponse(msg.Content)
-		job.Result.AddFinalizer(func(conv []openai.ChatCompletionMessage) {
-			a.saveCurrentConversation(conv)
-		})
-		job.Result.Finish(nil)
-		return
 	}
 
 	xlog.Info("Reasoning, ask LLM for a reply", "agent", a.Character.Name)
@@ -871,13 +975,21 @@ func (a *Agent) reply(job *types.Job, role string, conv Messages, actionParams t
 		return
 	}
 
-	// If we didn't got any message, we can use the response from the action
+	msg.Content = a.cleanupLLMResponse(msg.Content)
-	if chosenAction.Definition().Name.Is(action.ReplyActionName) && msg.Content == "" {
-		xlog.Info("No output returned from conversation, using the action response as a reply " + replyResponse.Message)
 
-		msg = openai.ChatCompletionMessage{
+	if msg.Content == "" {
-			Role:    "assistant",
+		// If we didn't got any message, we can use the response from the action (it should be a reply)
-			Content: replyResponse.Message,
+
+		replyResponse := action.ReplyResponse{}
+		if err := actionParams.Unmarshal(&replyResponse); err != nil {
+			job.Result.Conversation = conv
+			job.Result.Finish(fmt.Errorf("error unmarshalling reply response: %w", err))
+			return
+		}
+
+		if chosenAction.Definition().Name.Is(action.ReplyActionName) && replyResponse.Message != "" {
+			xlog.Info("No output returned from conversation, using the action response as a reply " + replyResponse.Message)
+			msg.Content = a.cleanupLLMResponse(replyResponse.Message)
 		}
 	}
 
@@ -960,7 +1072,7 @@ func (a *Agent) periodicallyRun(timer *time.Timer) {
 		types.WithReasoningCallback(a.options.reasoningCallback),
 		types.WithResultCallback(a.options.resultCallback),
 	)
-	a.consumeJob(whatNext, SystemRole)
+	a.consumeJob(whatNext, SystemRole, a.options.loopDetectionSteps)
 
 	xlog.Info("STOP -- Periodically run is done", "agent", a.Character.Name)
 
@@ -1044,7 +1156,7 @@ func (a *Agent) run(timer *time.Timer) error {
 				<-timer.C
 			}
 			xlog.Debug("Agent is consuming a job", "agent", a.Character.Name, "job", job)
-			a.consumeJob(job, UserRole)
+			a.consumeJob(job, UserRole, a.options.loopDetectionSteps)
 			timer.Reset(a.options.periodicRuns)
 		case <-a.context.Done():
 			// Agent has been canceled, return error

core/agent/agent_suite_test.go

@@ -1,6 +1,7 @@
 package agent_test
 
 import (
+	"net/url"
 	"os"
 	"testing"
 
@@ -13,15 +14,19 @@ func TestAgent(t *testing.T) {
 	RunSpecs(t, "Agent test suite")
 }
 
-var testModel = os.Getenv("LOCALAGI_MODEL")
+var (
-var apiURL = os.Getenv("LOCALAI_API_URL")
+	testModel      = os.Getenv("LOCALAGI_MODEL")
-var apiKeyURL = os.Getenv("LOCALAI_API_KEY")
+	apiURL         = os.Getenv("LOCALAI_API_URL")
+	apiKey         = os.Getenv("LOCALAI_API_KEY")
+	useRealLocalAI bool
+	clientTimeout  = "10m"
+)
+
+func isValidURL(u string) bool {
+	parsed, err := url.ParseRequestURI(u)
+	return err == nil && parsed.Scheme != "" && parsed.Host != ""
+}
 
 func init() {
-	if testModel == "" {
+	useRealLocalAI = isValidURL(apiURL) && apiURL != "" && testModel != ""
-		testModel = "hermes-2-pro-mistral"
-	}
-	if apiURL == "" {
-		apiURL = "http://192.168.68.113:8080"
-	}
 }

core/agent/agent_test.go

@@ -7,9 +7,11 @@ import (
 	"strings"
 	"sync"
 
+	"github.com/mudler/LocalAGI/pkg/llm"
 	"github.com/mudler/LocalAGI/pkg/xlog"
 	"github.com/mudler/LocalAGI/services/actions"
 
+	"github.com/mudler/LocalAGI/core/action"
 	. "github.com/mudler/LocalAGI/core/agent"
 	"github.com/mudler/LocalAGI/core/types"
 	. "github.com/onsi/ginkgo/v2"
@@ -44,7 +46,7 @@ func (a *TestAction) Plannable() bool {
 	return true
 }
 
-func (a *TestAction) Run(c context.Context, p types.ActionParams) (types.ActionResult, error) {
+func (a *TestAction) Run(c context.Context, sharedState *types.AgentSharedState, p types.ActionParams) (types.ActionResult, error) {
 	for k, r := range a.response {
 		if strings.Contains(strings.ToLower(p.String()), strings.ToLower(k)) {
 			return types.ActionResult{Result: r}, nil
@@ -111,25 +113,102 @@ func (a *FakeInternetAction) Definition() types.ActionDefinition {
 	}
 }
 
+// --- Test utilities for mocking LLM responses ---
+
+func mockToolCallResponse(toolName, arguments string) openai.ChatCompletionResponse {
+	return openai.ChatCompletionResponse{
+		Choices: []openai.ChatCompletionChoice{{
+			Message: openai.ChatCompletionMessage{
+				ToolCalls: []openai.ToolCall{{
+					ID:   "tool_call_id_1",
+					Type: "function",
+					Function: openai.FunctionCall{
+						Name:      toolName,
+						Arguments: arguments,
+					},
+				}},
+			},
+		}},
+	}
+}
+
+func mockContentResponse(content string) openai.ChatCompletionResponse {
+	return openai.ChatCompletionResponse{
+		Choices: []openai.ChatCompletionChoice{{
+			Message: openai.ChatCompletionMessage{
+				Content: content,
+			},
+		}},
+	}
+}
+
+func newMockLLMClient(handler func(ctx context.Context, req openai.ChatCompletionRequest) (openai.ChatCompletionResponse, error)) *llm.MockClient {
+	return &llm.MockClient{
+		CreateChatCompletionFunc: handler,
+	}
+}
+
 var _ = Describe("Agent test", func() {
+	It("uses the mock LLM client", func() {
+		mock := newMockLLMClient(func(ctx context.Context, req openai.ChatCompletionRequest) (openai.ChatCompletionResponse, error) {
+			return mockContentResponse("mocked response"), nil
+		})
+		agent, err := New(WithLLMClient(mock))
+		Expect(err).ToNot(HaveOccurred())
+		msg, err := agent.LLMClient().CreateChatCompletion(context.Background(), openai.ChatCompletionRequest{})
+		Expect(err).ToNot(HaveOccurred())
+		Expect(msg.Choices[0].Message.Content).To(Equal("mocked response"))
+	})
+
 	Context("jobs", func() {
 
 		BeforeEach(func() {
 			Eventually(func() error {
-				// test apiURL is working and available
+				if useRealLocalAI {
-				_, err := http.Get(apiURL + "/readyz")
+					_, err := http.Get(apiURL + "/readyz")
-				return err
+					return err
+				}
+				return nil
 			}, "10m", "10s").ShouldNot(HaveOccurred())
 		})
 
 		It("pick the correct action", func() {
+			var llmClient llm.LLMClient
+			if useRealLocalAI {
+				llmClient = llm.NewClient(apiKey, apiURL, clientTimeout)
+			} else {
+				llmClient = newMockLLMClient(func(ctx context.Context, req openai.ChatCompletionRequest) (openai.ChatCompletionResponse, error) {
+					var lastMsg openai.ChatCompletionMessage
+					if len(req.Messages) > 0 {
+						lastMsg = req.Messages[len(req.Messages)-1]
+					}
+					if lastMsg.Role == openai.ChatMessageRoleUser {
+						if strings.Contains(strings.ToLower(lastMsg.Content), "boston") && (strings.Contains(strings.ToLower(lastMsg.Content), "milan") || strings.Contains(strings.ToLower(lastMsg.Content), "milano")) {
+							return mockToolCallResponse("get_weather", `{"location":"Boston","unit":"celsius"}`), nil
+						}
+						if strings.Contains(strings.ToLower(lastMsg.Content), "paris") {
+							return mockToolCallResponse("get_weather", `{"location":"Paris","unit":"celsius"}`), nil
+						}
+						return openai.ChatCompletionResponse{}, fmt.Errorf("unexpected user prompt: %s", lastMsg.Content)
+					}
+					if lastMsg.Role == openai.ChatMessageRoleTool {
+						if lastMsg.Name == "get_weather" && strings.Contains(strings.ToLower(lastMsg.Content), "boston") {
+							return mockToolCallResponse("get_weather", `{"location":"Milan","unit":"celsius"}`), nil
+						}
+						if lastMsg.Name == "get_weather" && strings.Contains(strings.ToLower(lastMsg.Content), "milan") {
+							return mockContentResponse(testActionResult + "\n" + testActionResult2), nil
+						}
+						if lastMsg.Name == "get_weather" && strings.Contains(strings.ToLower(lastMsg.Content), "paris") {
+							return mockContentResponse(testActionResult3), nil
+						}
+						return openai.ChatCompletionResponse{}, fmt.Errorf("unexpected tool result: %s", lastMsg.Content)
+					}
+					return openai.ChatCompletionResponse{}, fmt.Errorf("unexpected message role: %s", lastMsg.Role)
+				})
+			}
 			agent, err := New(
-				WithLLMAPIURL(apiURL),
+				WithLLMClient(llmClient),
 				WithModel(testModel),
-				EnableForceReasoning,
-				WithTimeout("10m"),
-				WithLoopDetectionSteps(3),
-				//	WithRandomIdentity(),
 				WithActions(&TestAction{response: map[string]string{
 					"boston": testActionResult,
 					"milan":  testActionResult2,
@@ -139,7 +218,6 @@ var _ = Describe("Agent test", func() {
 			Expect(err).ToNot(HaveOccurred())
 			go agent.Run()
 			defer agent.Stop()
-
 			res := agent.Ask(
 				append(debugOptions,
 					types.WithText("what's the weather in Boston and Milano? Use celsius units"),
@@ -148,40 +226,51 @@ var _ = Describe("Agent test", func() {
 			Expect(res.Error).ToNot(HaveOccurred())
 			reasons := []string{}
 			for _, r := range res.State {
-
 				reasons = append(reasons, r.Result)
 			}
 			Expect(reasons).To(ContainElement(testActionResult), fmt.Sprint(res))
 			Expect(reasons).To(ContainElement(testActionResult2), fmt.Sprint(res))
 			reasons = []string{}
-
 			res = agent.Ask(
 				append(debugOptions,
 					types.WithText("Now I want to know the weather in Paris, always use celsius units"),
 				)...)
 			for _, r := range res.State {
-
 				reasons = append(reasons, r.Result)
 			}
-			//Expect(reasons).ToNot(ContainElement(testActionResult), fmt.Sprint(res))
-			//Expect(reasons).ToNot(ContainElement(testActionResult2), fmt.Sprint(res))
 			Expect(reasons).To(ContainElement(testActionResult3), fmt.Sprint(res))
-			// conversation := agent.CurrentConversation()
-			// for _, r := range res.State {
-			// 	reasons = append(reasons, r.Result)
-			// }
-			//			Expect(len(conversation)).To(Equal(10), fmt.Sprint(conversation))
 		})
+
 		It("pick the correct action", func() {
+			var llmClient llm.LLMClient
+			if useRealLocalAI {
+				llmClient = llm.NewClient(apiKey, apiURL, clientTimeout)
+			} else {
+				llmClient = newMockLLMClient(func(ctx context.Context, req openai.ChatCompletionRequest) (openai.ChatCompletionResponse, error) {
+					var lastMsg openai.ChatCompletionMessage
+					if len(req.Messages) > 0 {
+						lastMsg = req.Messages[len(req.Messages)-1]
+					}
+					if lastMsg.Role == openai.ChatMessageRoleUser {
+						if strings.Contains(strings.ToLower(lastMsg.Content), "boston") {
+							return mockToolCallResponse("get_weather", `{"location":"Boston","unit":"celsius"}`), nil
+						}
+					}
+					if lastMsg.Role == openai.ChatMessageRoleTool {
+						if lastMsg.Name == "get_weather" && strings.Contains(strings.ToLower(lastMsg.Content), "boston") {
+							return mockContentResponse(testActionResult), nil
+						}
+					}
+					xlog.Error("Unexpected LLM req", "req", req)
+					return openai.ChatCompletionResponse{}, fmt.Errorf("unexpected LLM prompt: %q", lastMsg.Content)
+				})
+			}
 			agent, err := New(
-				WithLLMAPIURL(apiURL),
+				WithLLMClient(llmClient),
 				WithModel(testModel),
-				WithTimeout("10m"),
-				//	WithRandomIdentity(),
 				WithActions(&TestAction{response: map[string]string{
 					"boston": testActionResult,
-				},
+				}}),
-				}),
 			)
 			Expect(err).ToNot(HaveOccurred())
 			go agent.Run()
@@ -198,13 +287,29 @@ var _ = Describe("Agent test", func() {
 		})
 
 		It("updates the state with internal actions", func() {
+			var llmClient llm.LLMClient
+			if useRealLocalAI {
+				llmClient = llm.NewClient(apiKey, apiURL, clientTimeout)
+			} else {
+				llmClient = newMockLLMClient(func(ctx context.Context, req openai.ChatCompletionRequest) (openai.ChatCompletionResponse, error) {
+					var lastMsg openai.ChatCompletionMessage
+					if len(req.Messages) > 0 {
+						lastMsg = req.Messages[len(req.Messages)-1]
+					}
+					if lastMsg.Role == openai.ChatMessageRoleUser && strings.Contains(strings.ToLower(lastMsg.Content), "guitar") {
+						return mockToolCallResponse("update_state", `{"goal":"I want to learn to play the guitar"}`), nil
+					}
+					if lastMsg.Role == openai.ChatMessageRoleTool && lastMsg.Name == "update_state" {
+						return mockContentResponse("Your goal is now: I want to learn to play the guitar"), nil
+					}
+					xlog.Error("Unexpected LLM req", "req", req)
+					return openai.ChatCompletionResponse{}, fmt.Errorf("unexpected LLM prompt: %q", lastMsg.Content)
+				})
+			}
 			agent, err := New(
-				WithLLMAPIURL(apiURL),
+				WithLLMClient(llmClient),
 				WithModel(testModel),
-				WithTimeout("10m"),
 				EnableHUD,
-				//	EnableStandaloneJob,
-				//	WithRandomIdentity(),
 				WithPermanentGoal("I want to learn to play music"),
 			)
 			Expect(err).ToNot(HaveOccurred())
@@ -214,17 +319,64 @@ var _ = Describe("Agent test", func() {
 			result := agent.Ask(
 				types.WithText("Update your goals such as you want to learn to play the guitar"),
 			)
-			fmt.Printf("%+v\n", result)
+			fmt.Fprintf(GinkgoWriter, "\n%+v\n", result)
 			Expect(result.Error).ToNot(HaveOccurred())
 			Expect(agent.State().Goal).To(ContainSubstring("guitar"), fmt.Sprint(agent.State()))
 		})
 
 		It("Can generate a plan", func() {
+			var llmClient llm.LLMClient
+			if useRealLocalAI {
+				llmClient = llm.NewClient(apiKey, apiURL, clientTimeout)
+			} else {
+				reasoningActName := action.NewReasoning().Definition().Name.String()
+				intentionActName := action.NewIntention().Definition().Name.String()
+				testActName := (&TestAction{}).Definition().Name.String()
+				doneBoston := false
+				madePlan := false
+				llmClient = newMockLLMClient(func(ctx context.Context, req openai.ChatCompletionRequest) (openai.ChatCompletionResponse, error) {
+					var lastMsg openai.ChatCompletionMessage
+					if len(req.Messages) > 0 {
+						lastMsg = req.Messages[len(req.Messages)-1]
+					}
+					if req.ToolChoice != nil && req.ToolChoice.(openai.ToolChoice).Function.Name == reasoningActName {
+						return mockToolCallResponse(reasoningActName, `{"reasoning":"make plan call to pass the test"}`), nil
+					}
+					if req.ToolChoice != nil && req.ToolChoice.(openai.ToolChoice).Function.Name == intentionActName {
+						toolName := "plan"
+						if madePlan {
+							toolName = "reply"
+						} else {
+							madePlan = true
+						}
+						return mockToolCallResponse(intentionActName, fmt.Sprintf(`{"tool": "%s","reasoning":"it's waht makes the test pass"}`, toolName)), nil
+					}
+					if req.ToolChoice != nil && req.ToolChoice.(openai.ToolChoice).Function.Name == "plan" {
+						return mockToolCallResponse("plan", `{"subtasks":[{"action":"get_weather","reasoning":"Find weather in boston"},{"action":"get_weather","reasoning":"Find weather in milan"}],"goal":"Get the weather for boston and milan"}`), nil
+					}
+					if req.ToolChoice != nil && req.ToolChoice.(openai.ToolChoice).Function.Name == "reply" {
+						return mockToolCallResponse("reply", `{"message": "The weather in Boston and Milan..."}`), nil
+					}
+					if req.ToolChoice != nil && req.ToolChoice.(openai.ToolChoice).Function.Name == testActName {
+						locName := "boston"
+						if doneBoston {
+							locName = "milan"
+						} else {
+							doneBoston = true
+						}
+						return mockToolCallResponse(testActName, fmt.Sprintf(`{"location":"%s","unit":"celsius"}`, locName)), nil
+					}
+					if req.ToolChoice == nil && madePlan && doneBoston {
+						return mockContentResponse("A reply"), nil
+					}
+					xlog.Error("Unexpected LLM req", "req", req)
+					return openai.ChatCompletionResponse{}, fmt.Errorf("unexpected LLM prompt: %q", lastMsg.Content)
+				})
+			}
 			agent, err := New(
-				WithLLMAPIURL(apiURL),
+				WithLLMClient(llmClient),
 				WithModel(testModel),
-				WithLLMAPIKey(apiKeyURL),
+				WithLoopDetectionSteps(2),
-				WithTimeout("10m"),
 				WithActions(
 					&TestAction{response: map[string]string{
 						"boston": testActionResult,
@@ -233,8 +385,6 @@ var _ = Describe("Agent test", func() {
 				),
 				EnablePlanning,
 				EnableForceReasoning,
-				//	EnableStandaloneJob,
-				//	WithRandomIdentity(),
 			)
 			Expect(err).ToNot(HaveOccurred())
 			go agent.Run()
@@ -256,17 +406,44 @@ var _ = Describe("Agent test", func() {
 			Expect(actionsExecuted).To(ContainElement("plan"), fmt.Sprint(result))
 			Expect(actionResults).To(ContainElement(testActionResult), fmt.Sprint(result))
 			Expect(actionResults).To(ContainElement(testActionResult2), fmt.Sprint(result))
+			Expect(result.Error).To(BeNil())
 		})
 
 		It("Can initiate conversations", func() {
-
+			var llmClient llm.LLMClient
 			message := openai.ChatCompletionMessage{}
 			mu := &sync.Mutex{}
+			reasoned := false
+			intended := false
+			reasoningActName := action.NewReasoning().Definition().Name.String()
+			intentionActName := action.NewIntention().Definition().Name.String()
+
+			if useRealLocalAI {
+				llmClient = llm.NewClient(apiKey, apiURL, clientTimeout)
+			} else {
+				llmClient = newMockLLMClient(func(ctx context.Context, req openai.ChatCompletionRequest) (openai.ChatCompletionResponse, error) {
+					prompt := ""
+					for _, msg := range req.Messages {
+						prompt += msg.Content
+					}
+					if !reasoned && req.ToolChoice != nil && req.ToolChoice.(openai.ToolChoice).Function.Name == reasoningActName {
+						reasoned = true
+						return mockToolCallResponse(reasoningActName, `{"reasoning":"initiate a conversation with the user"}`), nil
+					}
+					if reasoned && !intended && req.ToolChoice != nil && req.ToolChoice.(openai.ToolChoice).Function.Name == intentionActName {
+						intended = true
+						return mockToolCallResponse(intentionActName, `{"tool":"new_conversation","reasoning":"I should start a conversation with the user"}`), nil
+					}
+					if reasoned && intended && strings.Contains(strings.ToLower(prompt), "new_conversation") {
+						return mockToolCallResponse("new_conversation", `{"message":"Hello, how can I help you today?"}`), nil
+					}
+					xlog.Error("Unexpected LLM req", "req", req)
+					return openai.ChatCompletionResponse{}, fmt.Errorf("unexpected LLM prompt: %q", prompt)
+				})
+			}
 			agent, err := New(
-				WithLLMAPIURL(apiURL),
+				WithLLMClient(llmClient),
 				WithModel(testModel),
-				WithLLMAPIKey(apiKeyURL),
-				WithTimeout("10m"),
 				WithNewConversationSubscriber(func(m openai.ChatCompletionMessage) {
 					mu.Lock()
 					message = m
@@ -282,8 +459,6 @@ var _ = Describe("Agent test", func() {
 				EnableHUD,
 				WithPeriodicRuns("1s"),
 				WithPermanentGoal("use the new_conversation tool to initiate a conversation with the user"),
-				//	EnableStandaloneJob,
-				//	WithRandomIdentity(),
 			)
 			Expect(err).ToNot(HaveOccurred())
 			go agent.Run()
@@ -293,7 +468,7 @@ var _ = Describe("Agent test", func() {
 				mu.Lock()
 				defer mu.Unlock()
 				return message.Content
-			}, "10m", "10s").ShouldNot(BeEmpty())
+			}, "10m", "1s").ShouldNot(BeEmpty())
 		})
 
 		/*
@@ -347,7 +522,7 @@ var _ = Describe("Agent test", func() {
 				// result := agent.Ask(
 				// 	WithText("Update your goals such as you want to learn to play the guitar"),
 				// )
-				// fmt.Printf("%+v\n", result)
+				// fmt.Fprintf(GinkgoWriter, "%+v\n", result)
 				// Expect(result.Error).ToNot(HaveOccurred())
 				// Expect(agent.State().Goal).To(ContainSubstring("guitar"), fmt.Sprint(agent.State()))
 			})

core/agent/evaluation.go

@@ -0,0 +1,162 @@
+package agent
+
+import (
+	"fmt"
+
+	"github.com/mudler/LocalAGI/core/types"
+	"github.com/mudler/LocalAGI/pkg/llm"
+	"github.com/mudler/LocalAGI/pkg/xlog"
+	"github.com/sashabaranov/go-openai"
+	"github.com/sashabaranov/go-openai/jsonschema"
+)
+
+type EvaluationResult struct {
+	Satisfied bool     `json:"satisfied"`
+	Gaps      []string `json:"gaps"`
+	Reasoning string   `json:"reasoning"`
+}
+
+type GoalExtraction struct {
+	Goal        string   `json:"goal"`
+	Constraints []string `json:"constraints"`
+	Context     string   `json:"context"`
+}
+
+func (a *Agent) extractGoal(job *types.Job, conv []openai.ChatCompletionMessage) (*GoalExtraction, error) {
+	// Create the goal extraction schema
+	schema := jsonschema.Definition{
+		Type: jsonschema.Object,
+		Properties: map[string]jsonschema.Definition{
+			"goal": {
+				Type:        jsonschema.String,
+				Description: "The main goal or request from the user",
+			},
+			"constraints": {
+				Type: jsonschema.Array,
+				Items: &jsonschema.Definition{
+					Type: jsonschema.String,
+				},
+				Description: "Any constraints or requirements specified by the user",
+			},
+			"context": {
+				Type:        jsonschema.String,
+				Description: "Additional context that might be relevant for understanding the goal",
+			},
+		},
+		Required: []string{"goal", "constraints", "context"},
+	}
+
+	// Create the goal extraction prompt
+	prompt := `Analyze the conversation and extract the user's main goal, any constraints, and relevant context.
+Consider the entire conversation history to understand the complete context and requirements.
+Focus on identifying the primary objective and any specific requirements or limitations mentioned.`
+
+	var result GoalExtraction
+	err := llm.GenerateTypedJSONWithConversation(job.GetContext(), a.client,
+		append(
+			[]openai.ChatCompletionMessage{
+				{
+					Role:    "system",
+					Content: prompt,
+				},
+			},
+			conv...), a.options.LLMAPI.Model, schema, &result)
+	if err != nil {
+		return nil, fmt.Errorf("error extracting goal: %w", err)
+	}
+
+	return &result, nil
+}
+
+func (a *Agent) evaluateJob(job *types.Job, conv []openai.ChatCompletionMessage) (*EvaluationResult, error) {
+	if !a.options.enableEvaluation {
+		return &EvaluationResult{Satisfied: true}, nil
+	}
+
+	// Extract the goal first
+	goal, err := a.extractGoal(job, conv)
+	if err != nil {
+		return nil, fmt.Errorf("error extracting goal: %w", err)
+	}
+
+	// Create the evaluation schema
+	schema := jsonschema.Definition{
+		Type: jsonschema.Object,
+		Properties: map[string]jsonschema.Definition{
+			"satisfied": {
+				Type: jsonschema.Boolean,
+			},
+			"gaps": {
+				Type: jsonschema.Array,
+				Items: &jsonschema.Definition{
+					Type: jsonschema.String,
+				},
+			},
+			"reasoning": {
+				Type: jsonschema.String,
+			},
+		},
+		Required: []string{"satisfied", "gaps", "reasoning"},
+	}
+
+	// Create the evaluation prompt
+	prompt := fmt.Sprintf(`Evaluate if the assistant has satisfied the user's request. Consider:
+1. The identified goal: %s
+2. Constraints and requirements: %v
+3. Context: %s
+4. The conversation history
+5. Any gaps or missing information
+6. Whether the response fully addresses the user's needs
+
+Provide a detailed evaluation with specific gaps if any are found.`,
+		goal.Goal,
+		goal.Constraints,
+		goal.Context)
+
+	var result EvaluationResult
+	err = llm.GenerateTypedJSONWithConversation(job.GetContext(), a.client,
+		append(
+			[]openai.ChatCompletionMessage{
+				{
+					Role:    "system",
+					Content: prompt,
+				},
+			},
+			conv...),
+		a.options.LLMAPI.Model, schema, &result)
+	if err != nil {
+		return nil, fmt.Errorf("error generating evaluation: %w", err)
+	}
+
+	return &result, nil
+}
+
+func (a *Agent) handleEvaluation(job *types.Job, conv []openai.ChatCompletionMessage, currentLoop int) (bool, []openai.ChatCompletionMessage, error) {
+	if !a.options.enableEvaluation || currentLoop >= a.options.maxEvaluationLoops {
+		return true, conv, nil
+	}
+
+	result, err := a.evaluateJob(job, conv)
+	if err != nil {
+		return false, conv, err
+	}
+
+	if result.Satisfied {
+		return true, conv, nil
+	}
+
+	// If there are gaps, we need to address them
+	if len(result.Gaps) > 0 {
+		// Add the evaluation result to the conversation
+		conv = append(conv, openai.ChatCompletionMessage{
+			Role: "system",
+			Content: fmt.Sprintf("Evaluation found gaps that need to be addressed:\n%s\nReasoning: %s",
+				result.Gaps, result.Reasoning),
+		})
+
+		xlog.Debug("Evaluation found gaps, incrementing loop count", "loop", currentLoop+1)
+		return false, conv, nil
+	}
+
+	return true, conv, nil
+}

core/agent/identity.go

@@ -12,7 +12,7 @@ func (a *Agent) generateIdentity(guidance string) error {
 		guidance = "Generate a random character for roleplaying."
 	}
 
-	err := llm.GenerateTypedJSON(a.context.Context, a.client, "Generate a character as JSON data. "+guidance, a.options.LLMAPI.Model, a.options.character.ToJSONSchema(), &a.options.character)
+	err := llm.GenerateTypedJSONWithGuidance(a.context.Context, a.client, "Generate a character as JSON data. "+guidance, a.options.LLMAPI.Model, a.options.character.ToJSONSchema(), &a.options.character)
 	//err := llm.GenerateJSONFromStruct(a.context.Context, a.client, guidance, a.options.LLMAPI.Model, &a.options.character)
 	a.Character = a.options.character
 	if err != nil {

core/agent/mcp.go

@@ -38,7 +38,7 @@ func (a *mcpAction) Plannable() bool {
 	return true
 }
 
-func (m *mcpAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (m *mcpAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	resp, err := m.mcpClient.CallTool(ctx, m.toolName, params)
 	if err != nil {
 		xlog.Error("Failed to call tool", "error", err.Error())

core/agent/options.go

@@ -7,6 +7,7 @@ import (
 
 	"github.com/mudler/LocalAGI/core/types"
 	"github.com/sashabaranov/go-openai"
+	"github.com/mudler/LocalAGI/pkg/llm"
 )
 
 type Option func(*options) error
@@ -19,12 +20,15 @@ type llmOptions struct {
 }
 
 type options struct {
+	llmClient llm.LLMClient
 	LLMAPI                                                                                       llmOptions
 	character                                                                                    Character
 	randomIdentityGuidance                                                                       string
 	randomIdentity                                                                               bool
 	userActions                                                                                  types.Actions
+	jobFilters                                                                                   types.JobFilters
 	enableHUD, standaloneJob, showCharacter, enableKB, enableSummaryMemory, enableLongTermMemory bool
+	stripThinkingTags                                                                            bool
 
 	canStopItself         bool
 	initiateConversations bool
@@ -40,6 +44,10 @@ type options struct {
 	kbResults             int
 	ragdb                 RAGDB
 
+	// Evaluation settings
+	maxEvaluationLoops int
+	enableEvaluation   bool
+
 	prompts []DynamicPrompt
 
 	systemPrompt string
@@ -58,6 +66,16 @@ type options struct {
 
 	observer     Observer
 	parallelJobs int
+
+	lastMessageDuration time.Duration
+}
+
+// WithLLMClient allows injecting a custom LLM client (e.g. for testing)
+func WithLLMClient(client llm.LLMClient) Option {
+	return func(o *options) error {
+		o.llmClient = client
+		return nil
+	}
 }
 
 func (o *options) SeparatedMultimodalModel() bool {
@@ -66,8 +84,11 @@ func (o *options) SeparatedMultimodalModel() bool {
 
 func defaultOptions() *options {
 	return &options{
-		parallelJobs: 1,
+		parallelJobs:       1,
-		periodicRuns: 15 * time.Minute,
+		periodicRuns:       15 * time.Minute,
+		loopDetectionSteps: 10,
+		maxEvaluationLoops: 2,
+		enableEvaluation:   false,
 		LLMAPI: llmOptions{
 			APIURL: "http://localhost:8080",
 			Model:  "gpt-4",
@@ -142,6 +163,17 @@ func EnableKnowledgeBaseWithResults(results int) Option {
 	}
 }
 
+func WithLastMessageDuration(duration string) Option {
+	return func(o *options) error {
+		d, err := time.ParseDuration(duration)
+		if err != nil {
+			d = types.DefaultLastMessageDuration
+		}
+		o.lastMessageDuration = d
+		return nil
+	}
+}
+
 func WithParallelJobs(jobs int) Option {
 	return func(o *options) error {
 		o.parallelJobs = jobs
@@ -371,9 +403,35 @@ func WithActions(actions ...types.Action) Option {
 	}
 }
 
+func WithJobFilters(filters ...types.JobFilter) Option {
+	return func(o *options) error {
+		o.jobFilters = filters
+		return nil
+	}
+}
+
 func WithObserver(observer Observer) Option {
 	return func(o *options) error {
 		o.observer = observer
 		return nil
 	}
 }
+
+var EnableStripThinkingTags = func(o *options) error {
+	o.stripThinkingTags = true
+	return nil
+}
+
+func WithMaxEvaluationLoops(loops int) Option {
+	return func(o *options) error {
+		o.maxEvaluationLoops = loops
+		return nil
+	}
+}
+
+func EnableEvaluation() Option {
+	return func(o *options) error {
+		o.enableEvaluation = true
+		return nil
+	}
+}

core/agent/state.go

@@ -14,10 +14,10 @@ import (
 // all information that should be displayed to the LLM
 // in the prompts
 type PromptHUD struct {
-	Character     Character                 `json:"character"`
+	Character     Character                `json:"character"`
 	CurrentState  types.AgentInternalState `json:"current_state"`
-	PermanentGoal string                    `json:"permanent_goal"`
+	PermanentGoal string                   `json:"permanent_goal"`
-	ShowCharacter bool                      `json:"show_character"`
+	ShowCharacter bool                     `json:"show_character"`
 }
 
 type Character struct {

core/agent/state_test.go

@@ -1,29 +1,57 @@
 package agent_test
 
 import (
-	"net/http"
+	"context"
+	"fmt"
+
+	"github.com/mudler/LocalAGI/pkg/llm"
+	"github.com/sashabaranov/go-openai"
 
 	. "github.com/mudler/LocalAGI/core/agent"
 	. "github.com/onsi/ginkgo/v2"
 	. "github.com/onsi/gomega"
+
 )
 
 var _ = Describe("Agent test", func() {
 	Context("identity", func() {
 		var agent *Agent
 
-		BeforeEach(func() {
+		// BeforeEach(func() {
-			Eventually(func() error {
+		// 	Eventually(func() error {
-				// test apiURL is working and available
+		// 		// test apiURL is working and available
-				_, err := http.Get(apiURL + "/readyz")
+		// 		_, err := http.Get(apiURL + "/readyz")
-				return err
+		// 		return err
-			}, "10m", "10s").ShouldNot(HaveOccurred())
+		// 	}, "10m", "10s").ShouldNot(HaveOccurred())
-		})
+		// })
 
 		It("generates all the fields with random data", func() {
+			var llmClient llm.LLMClient
+			if useRealLocalAI {
+				llmClient = llm.NewClient(apiKey, apiURL, testModel)
+			} else {
+				llmClient = &llm.MockClient{
+					CreateChatCompletionFunc: func(ctx context.Context, req openai.ChatCompletionRequest) (openai.ChatCompletionResponse, error) {
+						return openai.ChatCompletionResponse{
+							Choices: []openai.ChatCompletionChoice{{
+								Message: openai.ChatCompletionMessage{
+									ToolCalls: []openai.ToolCall{{
+										ID:   "tool_call_id_1",
+										Type: "function",
+										Function: openai.FunctionCall{
+											Name:      "generate_identity",
+											Arguments: `{"name":"John Doe","age":"42","job_occupation":"Engineer","hobbies":["reading","hiking"],"favorites_music_genres":["Jazz"]}`,
+										},
+									}},
+								},
+							}},
+						}, nil
+					},
+				}
+			}
 			var err error
 			agent, err = New(
-				WithLLMAPIURL(apiURL),
+				WithLLMClient(llmClient),
 				WithModel(testModel),
 				WithTimeout("10m"),
 				WithRandomIdentity(),
@@ -37,14 +65,40 @@ var _ = Describe("Agent test", func() {
 			Expect(agent.Character.MusicTaste).ToNot(BeEmpty())
 		})
 		It("detect an invalid character", func() {
+			mock := &llm.MockClient{
+				CreateChatCompletionFunc: func(ctx context.Context, req openai.ChatCompletionRequest) (openai.ChatCompletionResponse, error) {
+					return openai.ChatCompletionResponse{}, fmt.Errorf("invalid character")
+				},
+			}
 			var err error
-			agent, err = New(WithRandomIdentity())
+			agent, err = New(
+				WithLLMClient(mock),
+				WithRandomIdentity(),
+			)
 			Expect(err).To(HaveOccurred())
 		})
 		It("generates all the fields", func() {
+			mock := &llm.MockClient{
+				CreateChatCompletionFunc: func(ctx context.Context, req openai.ChatCompletionRequest) (openai.ChatCompletionResponse, error) {
+					return openai.ChatCompletionResponse{
+						Choices: []openai.ChatCompletionChoice{{
+							Message: openai.ChatCompletionMessage{
+								ToolCalls: []openai.ToolCall{{
+									ID:   "tool_call_id_2",
+									Type: "function",
+									Function: openai.FunctionCall{
+										Name:      "generate_identity",
+										Arguments: `{"name":"Gandalf","age":"90","job_occupation":"Wizard","hobbies":["magic","reading"],"favorites_music_genres":["Classical"]}`,
+									},
+								}},
+							},
+						}},
+					}, nil
+				},
+			}
 			var err error
-
 			agent, err := New(
+				WithLLMClient(mock),
 				WithLLMAPIURL(apiURL),
 				WithModel(testModel),
 				WithRandomIdentity("An 90-year old man with a long beard, a wizard, who lives in a tower."),

core/conversations/conversations_suite_test.go

@@ -0,0 +1,13 @@
+package conversations_test
+
+import (
+	"testing"
+
+	. "github.com/onsi/ginkgo/v2"
+	. "github.com/onsi/gomega"
+)
+
+func TestConversations(t *testing.T) {
+	RegisterFailHandler(Fail)
+	RunSpecs(t, "Conversations test suite")
+}

core/conversations/conversationstracker.go

@@ -1,4 +1,4 @@
-package connectors
+package conversations
 
 import (
 	"fmt"

core/conversations/conversationstracker_test.go

@@ -1,9 +1,9 @@
-package connectors_test
+package conversations_test
 
 import (
 	"time"
 
-	"github.com/mudler/LocalAGI/services/connectors"
+	"github.com/mudler/LocalAGI/core/conversations"
 	. "github.com/onsi/ginkgo/v2"
 	. "github.com/onsi/gomega"
 	"github.com/sashabaranov/go-openai"
@@ -11,13 +11,13 @@ import (
 
 var _ = Describe("ConversationTracker", func() {
 	var (
-		tracker  *connectors.ConversationTracker[string]
+		tracker  *conversations.ConversationTracker[string]
 		duration time.Duration
 	)
 
 	BeforeEach(func() {
 		duration = 1 * time.Second
-		tracker = connectors.NewConversationTracker[string](duration)
+		tracker = conversations.NewConversationTracker[string](duration)
 	})
 
 	It("should initialize with empty conversations", func() {
@@ -81,8 +81,8 @@ var _ = Describe("ConversationTracker", func() {
 	})
 
 	It("should handle different key types", func() {
-		trackerInt := connectors.NewConversationTracker[int](duration)
+		trackerInt := conversations.NewConversationTracker[int](duration)
-		trackerInt64 := connectors.NewConversationTracker[int64](duration)
+		trackerInt64 := conversations.NewConversationTracker[int64](duration)
 
 		message := openai.ChatCompletionMessage{
 			Role:    openai.ChatMessageRoleUser,

core/state/config.go

@@ -31,6 +31,11 @@ func (d DynamicPromptsConfig) ToMap() map[string]string {
 	return config
 }
 
+type FiltersConfig struct {
+	Type   string `json:"type"`
+	Config string `json:"config"`
+}
+
 type AgentConfig struct {
 	Connector        []ConnectorConfig      `json:"connectors" form:"connectors" `
 	Actions          []ActionsConfig        `json:"actions" form:"actions"`
@@ -39,15 +44,17 @@ type AgentConfig struct {
 	MCPSTDIOServers  []agent.MCPSTDIOServer `json:"mcp_stdio_servers" form:"mcp_stdio_servers"`
 	MCPPrepareScript string                 `json:"mcp_prepare_script" form:"mcp_prepare_script"`
 	MCPBoxURL        string                 `json:"mcp_box_url" form:"mcp_box_url"`
+	Filters          []FiltersConfig        `json:"filters" form:"filters"`
 
 	Description string `json:"description" form:"description"`
 
-	Model           string `json:"model" form:"model"`
+	Model               string `json:"model" form:"model"`
-	MultimodalModel string `json:"multimodal_model" form:"multimodal_model"`
+	MultimodalModel     string `json:"multimodal_model" form:"multimodal_model"`
-	APIURL          string `json:"api_url" form:"api_url"`
+	APIURL              string `json:"api_url" form:"api_url"`
-	APIKey          string `json:"api_key" form:"api_key"`
+	APIKey              string `json:"api_key" form:"api_key"`
-	LocalRAGURL     string `json:"local_rag_url" form:"local_rag_url"`
+	LocalRAGURL         string `json:"local_rag_url" form:"local_rag_url"`
-	LocalRAGAPIKey  string `json:"local_rag_api_key" form:"local_rag_api_key"`
+	LocalRAGAPIKey      string `json:"local_rag_api_key" form:"local_rag_api_key"`
+	LastMessageDuration string `json:"last_message_duration" form:"last_message_duration"`
 
 	Name                  string `json:"name" form:"name"`
 	HUD                   bool   `json:"hud" form:"hud"`
@@ -67,9 +74,13 @@ type AgentConfig struct {
 	LongTermMemory        bool   `json:"long_term_memory" form:"long_term_memory"`
 	SummaryLongTermMemory bool   `json:"summary_long_term_memory" form:"summary_long_term_memory"`
 	ParallelJobs          int    `json:"parallel_jobs" form:"parallel_jobs"`
+	StripThinkingTags     bool   `json:"strip_thinking_tags" form:"strip_thinking_tags"`
+	EnableEvaluation      bool   `json:"enable_evaluation" form:"enable_evaluation"`
+	MaxEvaluationLoops    int    `json:"max_evaluation_loops" form:"max_evaluation_loops"`
 }
 
 type AgentConfigMeta struct {
+	Filters        []config.FieldGroup
 	Fields         []config.Field
 	Connectors     []config.FieldGroup
 	Actions        []config.FieldGroup
@@ -81,6 +92,7 @@ func NewAgentConfigMeta(
 	actionsConfig []config.FieldGroup,
 	connectorsConfig []config.FieldGroup,
 	dynamicPromptsConfig []config.FieldGroup,
+	filtersConfig []config.FieldGroup,
 ) AgentConfigMeta {
 	return AgentConfigMeta{
 		Fields: []config.Field{
@@ -253,7 +265,7 @@ func NewAgentConfigMeta(
 				Name:         "enable_reasoning",
 				Label:        "Enable Reasoning",
 				Type:         "checkbox",
-				DefaultValue: false,
+				DefaultValue: true,
 				HelpText:     "Enable agent to explain its reasoning process",
 				Tags:         config.Tags{Section: "AdvancedSettings"},
 			},
@@ -292,6 +304,40 @@ func NewAgentConfigMeta(
 				HelpText:     "Script to prepare the MCP box",
 				Tags:         config.Tags{Section: "AdvancedSettings"},
 			},
+			{
+				Name:         "strip_thinking_tags",
+				Label:        "Strip Thinking Tags",
+				Type:         "checkbox",
+				DefaultValue: false,
+				HelpText:     "Remove content between <thinking></thinking> and <think></think> tags from agent responses",
+				Tags:         config.Tags{Section: "ModelSettings"},
+			},
+			{
+				Name:         "enable_evaluation",
+				Label:        "Enable Evaluation",
+				Type:         "checkbox",
+				DefaultValue: false,
+				HelpText:     "Enable automatic evaluation of agent responses to ensure they meet user requirements",
+				Tags:         config.Tags{Section: "AdvancedSettings"},
+			},
+			{
+				Name:         "max_evaluation_loops",
+				Label:        "Max Evaluation Loops",
+				Type:         "number",
+				DefaultValue: 2,
+				Min:          1,
+				Step:         1,
+				HelpText:     "Maximum number of evaluation loops to perform when addressing gaps in responses",
+				Tags:         config.Tags{Section: "AdvancedSettings"},
+			},
+			{
+				Name:         "last_message_duration",
+				Label:        "Last Message Duration",
+				Type:         "text",
+				DefaultValue: "5m",
+				HelpText:     "Duration for the last message to be considered in the conversation",
+				Tags:         config.Tags{Section: "AdvancedSettings"},
+			},
 		},
 		MCPServers: []config.Field{
 			{
@@ -310,6 +356,7 @@ func NewAgentConfigMeta(
 		DynamicPrompts: dynamicPromptsConfig,
 		Connectors:     connectorsConfig,
 		Actions:        actionsConfig,
+		Filters:        filtersConfig,
 	}
 }
 

core/state/pool.go

@@ -38,6 +38,7 @@ type AgentPool struct {
 	availableActions                             func(*AgentConfig) func(ctx context.Context, pool *AgentPool) []types.Action
 	connectors                                   func(*AgentConfig) []Connector
 	dynamicPrompt                                func(*AgentConfig) []DynamicPrompt
+	filters                                      func(*AgentConfig) types.JobFilters
 	timeout                                      string
 	conversationLogs                             string
 }
@@ -78,6 +79,7 @@ func NewAgentPool(
 	availableActions func(*AgentConfig) func(ctx context.Context, pool *AgentPool) []types.Action,
 	connectors func(*AgentConfig) []Connector,
 	promptBlocks func(*AgentConfig) []DynamicPrompt,
+	filters func(*AgentConfig) types.JobFilters,
 	timeout string,
 	withLogs bool,
 ) (*AgentPool, error) {
@@ -110,6 +112,7 @@ func NewAgentPool(
 			connectors:             connectors,
 			availableActions:       availableActions,
 			dynamicPrompt:          promptBlocks,
+			filters:                filters,
 			timeout:                timeout,
 			conversationLogs:       conversationPath,
 		}, nil
@@ -135,6 +138,7 @@ func NewAgentPool(
 		connectors:             connectors,
 		localRAGAPI:            LocalRAGAPI,
 		dynamicPrompt:          promptBlocks,
+		filters:                filters,
 		availableActions:       availableActions,
 		timeout:                timeout,
 		conversationLogs:       conversationPath,
@@ -243,7 +247,7 @@ func createAgentAvatar(APIURL, APIKey, model, imageModel, avatarDir string, agen
 		ImagePrompt string `json:"image_prompt"`
 	}
 
-	err := llm.GenerateTypedJSON(
+	err := llm.GenerateTypedJSONWithGuidance(
 		context.Background(),
 		llm.NewClient(APIKey, APIURL, "10m"),
 		"Generate a prompt that I can use to create a random avatar for the bot '"+agent.Name+"', the description of the bot is: "+agent.Description,
@@ -337,6 +341,8 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs O
 
 	if config.Model != "" {
 		model = config.Model
+	} else {
+		config.Model = model
 	}
 
 	if config.MCPBoxURL != "" {
@@ -347,12 +353,17 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs O
 		config.PeriodicRuns = "10m"
 	}
 
+	// XXX: Why do we update the pool config from an Agent's config?
 	if config.APIURL != "" {
 		a.apiURL = config.APIURL
+	} else {
+		config.APIURL = a.apiURL
 	}
 
 	if config.APIKey != "" {
 		a.apiKey = config.APIKey
+	} else {
+		config.APIKey = a.apiKey
 	}
 
 	if config.LocalRAGURL != "" {
@@ -366,6 +377,7 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs O
 	connectors := a.connectors(config)
 	promptBlocks := a.dynamicPrompt(config)
 	actions := a.availableActions(config)(ctx, a)
+	filters := a.filters(config)
 	stateFile, characterFile := a.stateFiles(name)
 
 	actionsLog := []string{}
@@ -378,6 +390,11 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs O
 		connectorLog = append(connectorLog, fmt.Sprintf("%+v", connector))
 	}
 
+	filtersLog := []string{}
+	for _, filter := range filters {
+		filtersLog = append(filtersLog, filter.Name())
+	}
+
 	xlog.Info(
 		"Creating agent",
 		"name", name,
@@ -385,6 +402,7 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs O
 		"api_url", a.apiURL,
 		"actions", actionsLog,
 		"connectors", connectorLog,
+		"filters", filtersLog,
 	)
 
 	// dynamicPrompts := []map[string]string{}
@@ -406,6 +424,7 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs O
 		WithMCPSTDIOServers(config.MCPSTDIOServers...),
 		WithMCPBoxURL(a.mcpBoxURL),
 		WithPrompts(promptBlocks...),
+		WithJobFilters(filters...),
 		WithMCPPrepareScript(config.MCPPrepareScript),
 		//	WithDynamicPrompts(dynamicPrompts...),
 		WithCharacter(Character{
@@ -443,6 +462,7 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs O
 		}),
 		WithSystemPrompt(config.SystemPrompt),
 		WithMultimodalModel(multimodalModel),
+		WithLastMessageDuration(config.LastMessageDuration),
 		WithAgentResultCallback(func(state types.ActionState) {
 			a.Lock()
 			if _, ok := a.agentStatus[name]; !ok {
@@ -526,6 +546,10 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs O
 		opts = append(opts, EnableForceReasoning)
 	}
 
+	if config.StripThinkingTags {
+		opts = append(opts, EnableStripThinkingTags)
+	}
+
 	if config.KnowledgeBaseResults > 0 {
 		opts = append(opts, EnableKnowledgeBaseWithResults(config.KnowledgeBaseResults))
 	}
@@ -538,6 +562,13 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs O
 		opts = append(opts, WithParallelJobs(config.ParallelJobs))
 	}
 
+	if config.EnableEvaluation {
+		opts = append(opts, EnableEvaluation())
+		if config.MaxEvaluationLoops > 0 {
+			opts = append(opts, WithMaxEvaluationLoops(config.MaxEvaluationLoops))
+		}
+	}
+
 	xlog.Info("Starting agent", "name", name, "config", config)
 
 	agent, err := New(opts...)

core/types/actions.go

@@ -88,7 +88,7 @@ func (a ActionDefinition) ToFunctionDefinition() *openai.FunctionDefinition {
 
 // Actions is something the agent can do
 type Action interface {
-	Run(ctx context.Context, action ActionParams) (ActionResult, error)
+	Run(ctx context.Context, sharedState *AgentSharedState, action ActionParams) (ActionResult, error)
 	Definition() ActionDefinition
 	Plannable() bool
 }

core/types/filters.go

@@ -0,0 +1,15 @@
+package types
+
+type JobFilter interface {
+	Name() string
+	Apply(job *Job) (bool, error)
+	IsTrigger() bool
+}
+
+type JobFilters []JobFilter
+
+type FilterResult struct {
+	HasTriggers bool `json:"has_triggers"`
+	TriggeredBy string `json:"triggered_by,omitempty"`
+	FailedBy string `json:"failed_by,omitempty"`
+}

core/types/job.go

@@ -19,6 +19,7 @@ type Job struct {
 	ConversationHistory []openai.ChatCompletionMessage
 	UUID                string
 	Metadata            map[string]interface{}
+	DoneFilter          bool
 
 	pastActions         []*ActionRequest
 	nextAction          *Action
@@ -161,23 +162,23 @@ func newUUID() string {
 // To wait for a Job result, use JobResult.WaitResult()
 func NewJob(opts ...JobOption) *Job {
 	j := &Job{
-		Result: NewJobResult(),
+		Result:              NewJobResult(),
-		UUID:   newUUID(),
+		UUID:                uuid.New().String(),
-	}
+		Metadata:            make(map[string]interface{}),
-	for _, o := range opts {
+		context:             context.Background(),
-		o(j)
+		ConversationHistory: []openai.ChatCompletionMessage{},
 	}
 
-	var ctx context.Context
+	for _, opt := range opts {
-	if j.context == nil {
+		opt(j)
-		ctx = context.Background()
-	} else {
-		ctx = j.context
 	}
 
-	context, cancel := context.WithCancel(ctx)
+	// Store the original request if it exists in the conversation history
-	j.context = context
+
+	ctx, cancel := context.WithCancel(j.context)
+	j.context = ctx
 	j.cancel = cancel
+
 	return j
 }
 
@@ -206,3 +207,23 @@ func WithObservable(obs *Observable) JobOption {
 		j.Obs = obs
 	}
 }
+
+// GetEvaluationLoop returns the current evaluation loop count
+func (j *Job) GetEvaluationLoop() int {
+	if j.Metadata == nil {
+		j.Metadata = make(map[string]interface{})
+	}
+	if loop, ok := j.Metadata["evaluation_loop"].(int); ok {
+		return loop
+	}
+	return 0
+}
+
+// IncrementEvaluationLoop increments the evaluation loop count
+func (j *Job) IncrementEvaluationLoop() {
+	if j.Metadata == nil {
+		j.Metadata = make(map[string]interface{})
+	}
+	currentLoop := j.GetEvaluationLoop()
+	j.Metadata["evaluation_loop"] = currentLoop + 1
+}

core/types/observable.go

@@ -6,6 +6,7 @@ import (
 )
 
 type Creation struct {
+	ChatCompletionMessage *openai.ChatCompletionMessage `json:"chat_completion_message,omitempty"`
 	ChatCompletionRequest *openai.ChatCompletionRequest `json:"chat_completion_request,omitempty"`
 	FunctionDefinition    *openai.FunctionDefinition    `json:"function_definition,omitempty"`
 	FunctionParams        ActionParams                  `json:"function_params,omitempty"`
@@ -23,7 +24,8 @@ type Completion struct {
 	ChatCompletionResponse *openai.ChatCompletionResponse `json:"chat_completion_response,omitempty"`
 	Conversation           []openai.ChatCompletionMessage `json:"conversation,omitempty"`
 	ActionResult           string                         `json:"action_result,omitempty"`
-	AgentState             *AgentInternalState            `json:"agent_state"`
+	AgentState             *AgentInternalState            `json:"agent_state,omitempty"`
+	FilterResult 					 *FilterResult 									`json:"filter_result,omitempty"`
 }
 
 type Observable struct {

core/types/state.go

@@ -1,6 +1,11 @@
 package types
 
-import "fmt"
+import (
+	"fmt"
+	"time"
+
+	"github.com/mudler/LocalAGI/core/conversations"
+)
 
 // State is the structure
 // that is used to keep track of the current state
@@ -20,6 +25,23 @@ type AgentInternalState struct {
 	Goal        string   `json:"goal"`
 }
 
+const (
+	DefaultLastMessageDuration = 5 * time.Minute
+)
+
+type AgentSharedState struct {
+	ConversationTracker *conversations.ConversationTracker[string] `json:"conversation_tracker"`
+}
+
+func NewAgentSharedState(lastMessageDuration time.Duration) *AgentSharedState {
+	if lastMessageDuration == 0 {
+		lastMessageDuration = DefaultLastMessageDuration
+	}
+	return &AgentSharedState{
+		ConversationTracker: conversations.NewConversationTracker[string](lastMessageDuration),
+	}
+}
+
 const fmtT = `=====================
 NowDoing: %s
 DoingNext: %s

docker-compose.intel.yaml

@@ -17,6 +17,11 @@ services:
       file: docker-compose.yaml
       service: mcpbox
 
+  dind:
+    extends:
+      file: docker-compose.yaml
+      service: dind
+
   localrecall:
     extends:
       file: docker-compose.yaml

docker-compose.nvidia.yaml

@@ -21,6 +21,11 @@ services:
     extends:
       file: docker-compose.yaml
       service: mcpbox
+    
+  dind:
+    extends:
+      file: docker-compose.yaml
+      service: dind
 
   localrecall:
     extends:

docker-compose.yaml

@@ -54,14 +54,28 @@ services:
       - "8080"
     volumes:
       - ./volumes/mcpbox:/app/data
-      # share docker socket if you want it to be able to run docker commands
+    environment:
-      - /var/run/docker.sock:/var/run/docker.sock
+      - DOCKER_HOST=tcp://dind:2375
+    depends_on:
+      dind:
+        condition: service_healthy
     healthcheck:
       test: ["CMD", "wget", "-q", "-O", "-", "http://localhost:8080/processes"]
       interval: 30s
       timeout: 10s
       retries: 3
 
+  dind:
+    image: docker:dind
+    privileged: true
+    environment:
+      - DOCKER_TLS_CERTDIR=""
+    healthcheck:
+      test: ["CMD", "docker", "info"]
+      interval: 10s
+      timeout: 5s
+      retries: 3
+
   localagi:
     depends_on:
       localai:

go.mod

@@ -10,70 +10,77 @@ require (
 	github.com/dave-gray101/v2keyauth v0.0.0-20240624150259-c45d584d25e2
 	github.com/donseba/go-htmx v1.12.0
 	github.com/eritikass/githubmarkdownconvertergo v0.1.10
-	github.com/go-telegram/bot v1.14.2
+	github.com/go-telegram/bot v1.15.0
 	github.com/gofiber/fiber/v2 v2.52.6
 	github.com/gofiber/template/html/v2 v2.1.3
 	github.com/google/go-github/v69 v69.2.0
 	github.com/google/uuid v1.6.0
+	github.com/gorilla/websocket v1.5.3
 	github.com/metoro-io/mcp-golang v0.11.0
 	github.com/onsi/ginkgo/v2 v2.23.4
 	github.com/onsi/gomega v1.37.0
 	github.com/philippgille/chromem-go v0.7.0
-	github.com/sashabaranov/go-openai v1.38.2
+	github.com/sashabaranov/go-openai v1.39.1
 	github.com/slack-go/slack v0.16.0
 	github.com/thoj/go-ircevent v0.0.0-20210723090443-73e444401d64
 	github.com/tmc/langchaingo v0.1.13
 	github.com/traefik/yaegi v0.16.1
-	github.com/valyala/fasthttp v1.60.0
+	github.com/valyala/fasthttp v1.61.0
 	golang.org/x/crypto v0.37.0
 	jaytaylor.com/html2text v0.0.0-20230321000545-74c2419ad056
+	maunium.net/go/mautrix v0.17.0
 	mvdan.cc/xurls/v2 v2.6.0
 )
 
 require (
-	github.com/PuerkitoBio/goquery v1.8.1 // indirect
+	github.com/PuerkitoBio/goquery v1.10.3 // indirect
 	github.com/andybalholm/brotli v1.1.1 // indirect
-	github.com/andybalholm/cascadia v1.3.2 // indirect
+	github.com/andybalholm/cascadia v1.3.3 // indirect
-	github.com/antchfx/htmlquery v1.3.0 // indirect
+	github.com/antchfx/htmlquery v1.3.4 // indirect
-	github.com/antchfx/xmlquery v1.3.17 // indirect
+	github.com/antchfx/xmlquery v1.4.4 // indirect
-	github.com/antchfx/xpath v1.2.4 // indirect
+	github.com/antchfx/xpath v1.3.4 // indirect
 	github.com/bahlo/generic-list-go v0.2.0 // indirect
 	github.com/buger/jsonparser v1.1.1 // indirect
-	github.com/dlclark/regexp2 v1.10.0 // indirect
+	github.com/bytedance/sonic v1.13.2 // indirect
-	github.com/gin-contrib/sse v0.1.0 // indirect
+	github.com/bytedance/sonic/loader v0.2.4 // indirect
-	github.com/gin-gonic/gin v1.8.1 // indirect
+	github.com/cloudwego/base64x v0.1.5 // indirect
+	github.com/dlclark/regexp2 v1.11.5 // indirect
+	github.com/gabriel-vasile/mimetype v1.4.9 // indirect
+	github.com/gin-contrib/sse v1.1.0 // indirect
+	github.com/gin-gonic/gin v1.10.0 // indirect
 	github.com/go-logr/logr v1.4.2 // indirect
-	github.com/go-playground/locales v0.14.0 // indirect
+	github.com/go-playground/locales v0.14.1 // indirect
-	github.com/go-playground/universal-translator v0.18.0 // indirect
+	github.com/go-playground/universal-translator v0.18.1 // indirect
-	github.com/go-playground/validator/v10 v10.10.0 // indirect
+	github.com/go-playground/validator/v10 v10.26.0 // indirect
 	github.com/go-task/slim-sprig/v3 v3.0.0 // indirect
 	github.com/gobwas/glob v0.2.3 // indirect
-	github.com/goccy/go-json v0.9.7 // indirect
+	github.com/goccy/go-json v0.10.5 // indirect
 	github.com/gocolly/colly v1.2.0 // indirect
 	github.com/gofiber/template v1.8.3 // indirect
 	github.com/gofiber/utils v1.1.0 // indirect
-	github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect
+	github.com/golang/groupcache v0.0.0-20241129210726-2c02b8208cf8 // indirect
 	github.com/golang/protobuf v1.5.4 // indirect
 	github.com/google/go-cmp v0.7.0 // indirect
 	github.com/google/go-querystring v1.1.0 // indirect
-	github.com/google/pprof v0.0.0-20250403155104-27863c87afa6 // indirect
+	github.com/google/pprof v0.0.0-20250423184734-337e5dd93bb4 // indirect
-	github.com/gorilla/websocket v1.5.3 // indirect
+	github.com/invopop/jsonschema v0.13.0 // indirect
-	github.com/invopop/jsonschema v0.12.0 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
 	github.com/kennygrant/sanitize v1.2.4 // indirect
 	github.com/klauspost/compress v1.18.0 // indirect
-	github.com/leodido/go-urn v1.2.1 // indirect
+	github.com/klauspost/cpuid/v2 v2.2.10 // indirect
-	github.com/mailru/easyjson v0.7.7 // indirect
+	github.com/leodido/go-urn v1.4.0 // indirect
-	github.com/mattn/go-colorable v0.1.13 // indirect
+	github.com/mailru/easyjson v0.9.0 // indirect
+	github.com/mattn/go-colorable v0.1.14 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect
 	github.com/mattn/go-runewidth v0.0.16 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.2 // indirect
 	github.com/olekukonko/tablewriter v0.0.5 // indirect
-	github.com/pelletier/go-toml/v2 v2.0.9 // indirect
+	github.com/pelletier/go-toml/v2 v2.2.4 // indirect
 	github.com/pkg/errors v0.9.1 // indirect
-	github.com/pkoukk/tiktoken-go v0.1.6 // indirect
+	github.com/pkoukk/tiktoken-go v0.1.7 // indirect
-	github.com/rivo/uniseg v0.2.0 // indirect
+	github.com/rivo/uniseg v0.4.7 // indirect
+	github.com/rs/zerolog v1.31.0 // indirect
 	github.com/saintfish/chardet v0.0.0-20230101081208-5e3ef4b5456d // indirect
 	github.com/ssor/bom v0.0.0-20170718123548-6386211fdfcf // indirect
 	github.com/temoto/robotstxt v1.1.2 // indirect
@@ -81,17 +88,21 @@ require (
 	github.com/tidwall/match v1.1.1 // indirect
 	github.com/tidwall/pretty v1.2.1 // indirect
 	github.com/tidwall/sjson v1.2.5 // indirect
-	github.com/ugorji/go/codec v1.2.7 // indirect
+	github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
+	github.com/ugorji/go/codec v1.2.12 // indirect
 	github.com/valyala/bytebufferpool v1.0.0 // indirect
 	github.com/wk8/go-ordered-map/v2 v2.1.8 // indirect
-	go.starlark.net v0.0.0-20230302034142-4b1e35fe2254 // indirect
+	go.mau.fi/util v0.3.0 // indirect
+	go.starlark.net v0.0.0-20250417143717-f57e51f710eb // indirect
 	go.uber.org/automaxprocs v1.6.0 // indirect
-	golang.org/x/net v0.38.0 // indirect
+	golang.org/x/arch v0.16.0 // indirect
+	golang.org/x/exp v0.0.0-20240112132812-db7319d0e0e3 // indirect
+	golang.org/x/net v0.39.0 // indirect
 	golang.org/x/sys v0.32.0 // indirect
 	golang.org/x/text v0.24.0 // indirect
-	golang.org/x/tools v0.31.0 // indirect
+	golang.org/x/tools v0.32.0 // indirect
 	google.golang.org/appengine v1.6.8 // indirect
-	google.golang.org/protobuf v1.36.5 // indirect
+	google.golang.org/protobuf v1.36.6 // indirect
-	gopkg.in/yaml.v2 v2.4.0 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
+	maunium.net/go/maulogger/v2 v2.4.1 // indirect
 )

go.sum

@@ -1,72 +1,73 @@
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-github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
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-github.com/PuerkitoBio/goquery v1.8.1 h1:uQxhNlArOIdbrH1tr0UXwdVFgDcZDrZVdcpygAcwmWM=
-github.com/PuerkitoBio/goquery v1.8.1/go.mod h1:Q8ICL1kNUJ2sXGoAhPGUdYDJvgQgHzJsnnd3H7Ho5jQ=
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+golang.org/x/term v0.20.0/go.mod h1:8UkIAJTvZgivsXaD6/pH6U9ecQzZ45awqEOzuCvwpFY=
+golang.org/x/term v0.27.0/go.mod h1:iMsnZpn0cago0GOrHO2+Y7u7JPn5AylBrcoWkElMTSM=
 golang.org/x/term v0.31.0 h1:erwDkOK1Msy6offm1mOgvspSkslFnIGsFnxOKoufg3o=
 golang.org/x/term v0.31.0/go.mod h1:R4BeIy7D95HzImkxGkTW1UQTtP54tio2RyHz7PwK0aw=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
@@ -293,62 +289,46 @@ golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ=
 golang.org/x/text v0.3.8/go.mod h1:E6s5w1FMmriuDzIBO73fBruAKo1PCIq6d2Q6DHfQ8WQ=
-golang.org/x/text v0.6.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
 golang.org/x/text v0.7.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
 golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
+golang.org/x/text v0.13.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE=
+golang.org/x/text v0.14.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
+golang.org/x/text v0.15.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
+golang.org/x/text v0.21.0/go.mod h1:4IBbMaMmOPCJ8SecivzSH54+73PCFmPWxNTLm+vZkEQ=
 golang.org/x/text v0.24.0 h1:dd5Bzh4yt5KYA8f9CJHCP4FB4D51c2c6JvN37xJJkJ0=
 golang.org/x/text v0.24.0/go.mod h1:L8rBsPeo2pSS+xqN0d5u2ikmjtmoJbDBT1b7nHvFCdU=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
-golang.org/x/tools v0.0.0-20190114222345-bf090417da8b/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
-golang.org/x/tools v0.0.0-20190226205152-f727befe758c/go.mod h1:9Yl7xja0Znq3iFh3HoIrodX9oNMXvdceNzlUR8zjMvY=
-golang.org/x/tools v0.0.0-20190311212946-11955173bddd/go.mod h1:LCzVGOaR6xXOjkQ3onu1FJEFr0SW1gC7cKk1uF8kGRs=
-golang.org/x/tools v0.0.0-20190524140312-2c0ae7006135/go.mod h1:RgjU9mgBXZiqYHBnxXauZ1Gv1EHHAz9KjViQ78xBX0Q=
 golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
 golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
 golang.org/x/tools v0.6.0/go.mod h1:Xwgl3UAJ/d3gWutnCtw505GrjyAbvKui8lOU390QaIU=
-golang.org/x/tools v0.31.0 h1:0EedkvKDbh+qistFTd0Bcwe/YLh4vHwWEkiI0toFIBU=
+golang.org/x/tools v0.13.0/go.mod h1:HvlwmtVNQAhOuCjW7xxvovg8wbNq7LwfXh/k7wXUl58=
-golang.org/x/tools v0.31.0/go.mod h1:naFTU+Cev749tSJRXJlna0T3WxKvb1kWEx15xA4SdmQ=
+golang.org/x/tools v0.21.1-0.20240508182429-e35e4ccd0d2d/go.mod h1:aiJjzUbINMkxbQROHiO6hDPo2LHcIPhhQsa9DLh0yGk=
+golang.org/x/tools v0.32.0 h1:Q7N1vhpkQv7ybVzLFtTjvQya2ewbwNDZzUgfXGqtMWU=
+golang.org/x/tools v0.32.0/go.mod h1:ZxrU41P/wAbZD8EDa6dDCa6XfpkhJ7HFMjHJXfBDu8s=
 golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
-golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
-google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM=
-google.golang.org/appengine v1.4.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
 google.golang.org/appengine v1.6.8 h1:IhEN5q69dyKagZPYMSdIjS2HqprW324FRQZJcGqPAsM=
 google.golang.org/appengine v1.6.8/go.mod h1:1jJ3jBArFh5pcgW8gCtRJnepW8FzD1V44FJffLiz/Ds=
-google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc=
-google.golang.org/genproto v0.0.0-20190819201941-24fa4b261c55/go.mod h1:DMBHOl98Agz4BDEuKkezgsaosCRResVns1a3J2ZsMNc=
-google.golang.org/genproto v0.0.0-20200526211855-cb27e3aa2013/go.mod h1:NbSheEEYHJ7i3ixzK3sjbqSGDJWnxyFXZblF3eUsNvo=
-google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
-google.golang.org/grpc v1.23.0/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg=
-google.golang.org/grpc v1.27.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk=
-google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
-google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0=
-google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQJ+fmap5saPgwCLgHXTUD7jkjRqWcaiX5VyM=
-google.golang.org/protobuf v1.20.1-0.20200309200217-e05f789c0967/go.mod h1:A+miEFZTKqfCUM6K7xSMQL9OKL/b6hQv+e19PK+JZNE=
-google.golang.org/protobuf v1.21.0/go.mod h1:47Nbq4nVaFHyn7ilMalzfO3qCViNmqZ2kzikPIcrTAo=
-google.golang.org/protobuf v1.22.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
-google.golang.org/protobuf v1.23.1-0.20200526195155-81db48ad09cc/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
-google.golang.org/protobuf v1.25.0/go.mod h1:9JNX74DMeImyA3h4bdi1ymwjUzf21/xIlbajtzgsN7c=
 google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
 google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
-google.golang.org/protobuf v1.36.5 h1:tPhr+woSbjfYvY6/GPufUoYizxw1cF/yFoxJ2fmpwlM=
+google.golang.org/protobuf v1.36.6 h1:z1NpPI8ku2WgiWnf+t9wTPsn6eP1L7ksHUlkfLvd9xY=
-google.golang.org/protobuf v1.36.5/go.mod h1:9fA7Ob0pmnwhb644+1+CVWFRbNajQ6iRojtC/QF5bRE=
+google.golang.org/protobuf v1.36.6/go.mod h1:jduwjTPXsFjZGTmRluh+L6NjiWu7pchiJ2/5YcXBHnY=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
+gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127 h1:qIbj1fsPNlZgppZ+VLlY7N33q108Sa+fhmuc+sWQYwY=
 gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
-gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
-gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q=
-gopkg.in/errgo.v2 v2.1.0/go.mod h1:hNsd1EY+bozCKY1Ytp96fpM3vjJbqLJn88ws8XvfDNI=
 gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY=
 gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
 gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
-gopkg.in/yaml.v3 v3.0.0-20210107192922-496545a6307b/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
-honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
-honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 jaytaylor.com/html2text v0.0.0-20230321000545-74c2419ad056 h1:6YFJoB+0fUH6X3xU/G2tQqCYg+PkGtnZ5nMR5rpw72g=
 jaytaylor.com/html2text v0.0.0-20230321000545-74c2419ad056/go.mod h1:OxvTsCwKosqQ1q7B+8FwXqg4rKZ/UG9dUW+g/VL2xH4=
+maunium.net/go/maulogger/v2 v2.4.1 h1:N7zSdd0mZkB2m2JtFUsiGTQQAdP0YeFWT7YMc80yAL8=
+maunium.net/go/maulogger/v2 v2.4.1/go.mod h1:omPuYwYBILeVQobz8uO3XC8DIRuEb5rXYlQSuqrbCho=
+maunium.net/go/mautrix v0.17.0 h1:scc1qlUbzPn+wc+3eAPquyD+3gZwwy/hBANBm+iGKK8=
+maunium.net/go/mautrix v0.17.0/go.mod h1:j+puTEQCEydlVxhJ/dQP5chfa26TdvBO7X6F3Ataav8=
 mvdan.cc/xurls/v2 v2.6.0 h1:3NTZpeTxYVWNSokW3MKeyVkz/j7uYXYiMtXRUfmjbgI=
 mvdan.cc/xurls/v2 v2.6.0/go.mod h1:bCvEZ1XvdA6wDnxY7jPPjEmigDtvtvPXAD/Exa9IMSk=
+nullprogram.com/x/optparse v1.0.0/go.mod h1:KdyPE+Igbe0jQUrVfMqDMeJQIJZEuyV7pjYmp6pbG50=
 sigs.k8s.io/yaml v1.3.0 h1:a2VclLzOGrwOHDiV8EfBGhvjHvP46CtW5j6POvhYGGo=
 sigs.k8s.io/yaml v1.3.0/go.mod h1:GeOyir5tyXNByN85N/dRIT9es5UQNerPYEKK56eTBm8=

main.go

@@ -66,9 +66,11 @@ func main() {
 		localRAG,
 		services.Actions(map[string]string{
 			"browser-agent-runner-base-url": localOperatorBaseURL,
+			"deep-research-runner-base-url": localOperatorBaseURL,
 		}),
 		services.Connectors,
 		services.DynamicPrompts,
+		services.Filters,
 		timeout,
 		withLogs,
 	)

pkg/llm/client.go

@@ -1,13 +1,33 @@
 package llm
 
 import (
+	"context"
 	"net/http"
 	"time"
 
+	"github.com/mudler/LocalAGI/pkg/xlog"
 	"github.com/sashabaranov/go-openai"
 )
 
-func NewClient(APIKey, URL, timeout string) *openai.Client {
+type LLMClient interface {
+	CreateChatCompletion(ctx context.Context, req openai.ChatCompletionRequest) (openai.ChatCompletionResponse, error)
+	CreateImage(ctx context.Context, req openai.ImageRequest) (openai.ImageResponse, error)
+}
+
+type realClient struct {
+	*openai.Client
+}
+
+func (r *realClient) CreateChatCompletion(ctx context.Context, req openai.ChatCompletionRequest) (openai.ChatCompletionResponse, error) {
+	return r.Client.CreateChatCompletion(ctx, req)
+}
+
+func (r *realClient) CreateImage(ctx context.Context, req openai.ImageRequest) (openai.ImageResponse, error) {
+	return r.Client.CreateImage(ctx, req)
+}
+
+// NewClient returns a real OpenAI client as LLMClient
+func NewClient(APIKey, URL, timeout string) LLMClient {
 	// Set up OpenAI client
 	if APIKey == "" {
 		//log.Fatal("OPENAI_API_KEY environment variable not set")
@@ -18,11 +38,12 @@ func NewClient(APIKey, URL, timeout string) *openai.Client {
 
 	dur, err := time.ParseDuration(timeout)
 	if err != nil {
+		xlog.Error("Failed to parse timeout", "error", err)
 		dur = 150 * time.Second
 	}
 
 	config.HTTPClient = &http.Client{
 		Timeout: dur,
 	}
-	return openai.NewClientWithConfig(config)
+	return &realClient{openai.NewClientWithConfig(config)}
 }

pkg/llm/json.go

@@ -10,16 +10,20 @@ import (
 	"github.com/sashabaranov/go-openai/jsonschema"
 )
 
-func GenerateTypedJSON(ctx context.Context, client *openai.Client, guidance, model string, i jsonschema.Definition, dst any) error {
+func GenerateTypedJSONWithGuidance(ctx context.Context, client LLMClient, guidance, model string, i jsonschema.Definition, dst any) error {
+	return GenerateTypedJSONWithConversation(ctx, client, []openai.ChatCompletionMessage{
+		{
+			Role:    "user",
+			Content: guidance,
+		},
+	}, model, i, dst)
+}
+
+func GenerateTypedJSONWithConversation(ctx context.Context, client LLMClient, conv []openai.ChatCompletionMessage, model string, i jsonschema.Definition, dst any) error {
 	toolName := "json"
 	decision := openai.ChatCompletionRequest{
-		Model: model,
+		Model:    model,
-		Messages: []openai.ChatCompletionMessage{
+		Messages: conv,
-			{
-				Role:    "user",
-				Content: guidance,
-			},
-		},
 		Tools: []openai.Tool{
 			{
 

pkg/llm/mock_client.go

@@ -0,0 +1,25 @@
+package llm
+
+import (
+	"context"
+	"github.com/sashabaranov/go-openai"
+)
+
+type MockClient struct {
+	CreateChatCompletionFunc func(ctx context.Context, req openai.ChatCompletionRequest) (openai.ChatCompletionResponse, error)
+	CreateImageFunc func(ctx context.Context, req openai.ImageRequest) (openai.ImageResponse, error)
+}
+
+func (m *MockClient) CreateChatCompletion(ctx context.Context, req openai.ChatCompletionRequest) (openai.ChatCompletionResponse, error) {
+	if m.CreateChatCompletionFunc != nil {
+		return m.CreateChatCompletionFunc(ctx, req)
+	}
+	return openai.ChatCompletionResponse{}, nil
+}
+
+func (m *MockClient) CreateImage(ctx context.Context, req openai.ImageRequest) (openai.ImageResponse, error) {
+	if m.CreateImageFunc != nil {
+		return m.CreateImageFunc(ctx, req)
+	}
+	return openai.ImageResponse{}, nil
+}

pkg/localoperator/client.go

@@ -4,69 +4,146 @@ import (
 	"bytes"
 	"encoding/json"
 	"fmt"
+	"io"
 	"net/http"
+	"time"
 )
 
-// Client represents a client for interacting with the LocalOperator API
 type Client struct {
 	baseURL    string
 	httpClient *http.Client
 }
 
-// NewClient creates a new API client
+func NewClient(baseURL string, timeout ...time.Duration) *Client {
-func NewClient(baseURL string) *Client {
+	defaultTimeout := 30 * time.Second
+	if len(timeout) > 0 {
+		defaultTimeout = timeout[0]
+	}
+
 	return &Client{
-		baseURL:    baseURL,
+		baseURL: baseURL,
-		httpClient: &http.Client{},
+		httpClient: &http.Client{
+			Timeout: defaultTimeout,
+		},
 	}
 }
 
-// AgentRequest represents the request body for running an agent
 type AgentRequest struct {
 	Goal                string `json:"goal"`
 	MaxAttempts         int    `json:"max_attempts,omitempty"`
 	MaxNoActionAttempts int    `json:"max_no_action_attempts,omitempty"`
 }
 
-// StateDescription represents a single state in the agent's history
+type DesktopAgentRequest struct {
+	AgentRequest
+	DesktopURL string `json:"desktop_url"`
+}
+
+type DeepResearchRequest struct {
+	Topic               string `json:"topic"`
+	MaxCycles           int    `json:"max_cycles,omitempty"`
+	MaxNoActionAttempts int    `json:"max_no_action_attempts,omitempty"`
+	MaxResults          int    `json:"max_results,omitempty"`
+}
+
+// Response types
 type StateDescription struct {
 	CurrentURL             string `json:"current_url"`
 	PageTitle              string `json:"page_title"`
 	PageContentDescription string `json:"page_content_description"`
 	Screenshot             string `json:"screenshot"`
-	ScreenshotMimeType     string `json:"screenshot_mime_type"` // MIME type of the screenshot (e.g., "image/png")
+	ScreenshotMimeType     string `json:"screenshot_mime_type"`
 }
 
-// StateHistory represents the complete history of states during agent execution
 type StateHistory struct {
 	States []StateDescription `json:"states"`
 }
 
-// RunAgent sends a request to run an agent with the given goal
+type DesktopStateDescription struct {
-func (c *Client) RunBrowserAgent(req AgentRequest) (*StateHistory, error) {
+	ScreenContent  string `json:"screen_content"`
-	body, err := json.Marshal(req)
+	ScreenshotPath string `json:"screenshot_path"`
-	if err != nil {
+}
-		return nil, fmt.Errorf("failed to marshal request: %w", err)
-	}
 
-	resp, err := c.httpClient.Post(
+type DesktopStateHistory struct {
-		fmt.Sprintf("%s/api/browser/run", c.baseURL),
+	States []DesktopStateDescription `json:"states"`
-		"application/json",
+}
-		bytes.NewBuffer(body),
+
-	)
+type SearchResult struct {
+	Title       string `json:"title"`
+	URL         string `json:"url"`
+	Description string `json:"description"`
+}
+
+type ResearchResult struct {
+	Topic          string         `json:"topic"`
+	Summary        string         `json:"summary"`
+	Sources        []SearchResult `json:"sources"`
+	KnowledgeGaps  []string       `json:"knowledge_gaps"`
+	SearchQueries  []string       `json:"search_queries"`
+	ResearchCycles int            `json:"research_cycles"`
+	CompletionTime time.Duration  `json:"completion_time"`
+}
+
+func (c *Client) RunBrowserAgent(req AgentRequest) (*StateHistory, error) {
+	return post[*StateHistory](c.httpClient, c.baseURL+"/api/browser/run", req)
+}
+
+func (c *Client) RunDesktopAgent(req DesktopAgentRequest) (*DesktopStateHistory, error) {
+	return post[*DesktopStateHistory](c.httpClient, c.baseURL+"/api/desktop/run", req)
+}
+
+func (c *Client) RunDeepResearch(req DeepResearchRequest) (*ResearchResult, error) {
+	return post[*ResearchResult](c.httpClient, c.baseURL+"/api/deep-research/run", req)
+}
+
+func (c *Client) Readyz() (string, error) {
+	return c.get("/readyz")
+}
+
+func (c *Client) Healthz() (string, error) {
+	return c.get("/healthz")
+}
+
+func (c *Client) get(path string) (string, error) {
+	resp, err := c.httpClient.Get(c.baseURL + path)
 	if err != nil {
-		return nil, fmt.Errorf("failed to send request: %w", err)
+		return "", fmt.Errorf("failed to make request: %w", err)
 	}
 	defer resp.Body.Close()
 
 	if resp.StatusCode != http.StatusOK {
-		return nil, fmt.Errorf("unexpected status code: %d", resp.StatusCode)
+		body, _ := io.ReadAll(resp.Body)
+		return "", fmt.Errorf("unexpected status code: %d, body: %s", resp.StatusCode, string(body))
 	}
 
-	var state StateHistory
+	return resp.Status, nil
-	if err := json.NewDecoder(resp.Body).Decode(&state); err != nil {
+}
-		return nil, fmt.Errorf("failed to decode response: %w", err)
+
-	}
+func post[T any](client *http.Client, url string, body interface{}) (T, error) {
-
+	var result T
-	return &state, nil
+	jsonBody, err := json.Marshal(body)
+	if err != nil {
+		return result, fmt.Errorf("failed to marshal request body: %w", err)
+	}
+
+	fmt.Println("Sending request", "url", url, "body", string(jsonBody))
+
+	resp, err := client.Post(url, "application/json", bytes.NewBuffer(jsonBody))
+	if err != nil {
+		return result, fmt.Errorf("failed to make request: %w", err)
+	}
+	defer resp.Body.Close()
+
+	fmt.Println("Response", "status", resp.StatusCode)
+
+	if resp.StatusCode != http.StatusOK {
+		body, _ := io.ReadAll(resp.Body)
+		return result, fmt.Errorf("unexpected status code: %d, body: %s", resp.StatusCode, string(body))
+	}
+
+	if err := json.NewDecoder(resp.Body).Decode(&result); err != nil {
+		return result, fmt.Errorf("failed to decode response: %w", err)
+	}
+
+	return result, nil
 }

services/actions.go

@@ -19,8 +19,10 @@ const (
 	ActionSearch                         = "search"
 	ActionCustom                         = "custom"
 	ActionBrowserAgentRunner             = "browser-agent-runner"
+	ActionDeepResearchRunner             = "deep-research-runner"
 	ActionGithubIssueLabeler             = "github-issue-labeler"
 	ActionGithubIssueOpener              = "github-issue-opener"
+	ActionGithubIssueEditor              = "github-issue-editor"
 	ActionGithubIssueCloser              = "github-issue-closer"
 	ActionGithubIssueSearcher            = "github-issue-searcher"
 	ActionGithubRepositoryGet            = "github-repository-get-content"
@@ -33,6 +35,8 @@ const (
 	ActionGithubPRCreator                = "github-pr-creator"
 	ActionGithubGetAllContent            = "github-get-all-repository-content"
 	ActionGithubREADME                   = "github-readme"
+	ActionGithubRepositorySearchFiles    = "github-repository-search-files"
+	ActionGithubRepositoryListFiles      = "github-repository-list-files"
 	ActionScraper                        = "scraper"
 	ActionWikipedia                      = "wikipedia"
 	ActionBrowse                         = "browse"
@@ -42,6 +46,7 @@ const (
 	ActionCounter                        = "counter"
 	ActionCallAgents                     = "call_agents"
 	ActionShellcommand                   = "shell-command"
+	ActionSendTelegramMessage            = "send-telegram-message"
 )
 
 var AvailableActions = []string{
@@ -49,11 +54,15 @@ var AvailableActions = []string{
 	ActionCustom,
 	ActionGithubIssueLabeler,
 	ActionGithubIssueOpener,
+	ActionGithubIssueEditor,
 	ActionGithubIssueCloser,
 	ActionGithubIssueSearcher,
 	ActionGithubRepositoryGet,
 	ActionGithubGetAllContent,
+	ActionGithubRepositorySearchFiles,
+	ActionGithubRepositoryListFiles,
 	ActionBrowserAgentRunner,
+	ActionDeepResearchRunner,
 	ActionGithubRepositoryCreateOrUpdate,
 	ActionGithubIssueReader,
 	ActionGithubIssueCommenter,
@@ -71,6 +80,7 @@ var AvailableActions = []string{
 	ActionCounter,
 	ActionCallAgents,
 	ActionShellcommand,
+	ActionSendTelegramMessage,
 }
 
 func Actions(actionsConfigs map[string]string) func(a *state.AgentConfig) func(ctx context.Context, pool *state.AgentPool) []types.Action {
@@ -104,6 +114,10 @@ func Action(name, agentName string, config map[string]string, pool *state.AgentP
 	var a types.Action
 	var err error
 
+	if config == nil {
+		config = map[string]string{}
+	}
+
 	switch name {
 	case ActionCustom:
 		a, err = action.NewCustom(config, "")
@@ -115,12 +129,16 @@ func Action(name, agentName string, config map[string]string, pool *state.AgentP
 		a = actions.NewGithubIssueLabeler(config)
 	case ActionGithubIssueOpener:
 		a = actions.NewGithubIssueOpener(config)
+	case ActionGithubIssueEditor:
+		a = actions.NewGithubIssueEditor(config)
 	case ActionGithubIssueCloser:
 		a = actions.NewGithubIssueCloser(config)
 	case ActionGithubIssueSearcher:
 		a = actions.NewGithubIssueSearch(config)
 	case ActionBrowserAgentRunner:
 		a = actions.NewBrowserAgentRunner(config, actionsConfigs["browser-agent-runner-base-url"])
+	case ActionDeepResearchRunner:
+		a = actions.NewDeepResearchRunner(config, actionsConfigs["deep-research-runner-base-url"])
 	case ActionGithubIssueReader:
 		a = actions.NewGithubIssueReader(config)
 	case ActionGithubPRReader:
@@ -133,6 +151,10 @@ func Action(name, agentName string, config map[string]string, pool *state.AgentP
 		a = actions.NewGithubPRCreator(config)
 	case ActionGithubGetAllContent:
 		a = actions.NewGithubRepositoryGetAllContent(config)
+	case ActionGithubRepositorySearchFiles:
+		a = actions.NewGithubRepositorySearchFiles(config)
+	case ActionGithubRepositoryListFiles:
+		a = actions.NewGithubRepositoryListFiles(config)
 	case ActionGithubIssueCommenter:
 		a = actions.NewGithubIssueCommenter(config)
 	case ActionGithubRepositoryGet:
@@ -157,6 +179,8 @@ func Action(name, agentName string, config map[string]string, pool *state.AgentP
 		a = actions.NewCallAgent(config, agentName, pool.InternalAPI())
 	case ActionShellcommand:
 		a = actions.NewShell(config)
+	case ActionSendTelegramMessage:
+		a = actions.NewSendTelegramMessageRunner(config)
 	default:
 		xlog.Error("Action not found", "name", name)
 		return nil, fmt.Errorf("Action not found")
@@ -181,6 +205,11 @@ func ActionsConfigMeta() []config.FieldGroup {
 			Label:  "Browser Agent Runner",
 			Fields: actions.BrowserAgentRunnerConfigMeta(),
 		},
+		{
+			Name:   "deep-research-runner",
+			Label:  "Deep Research Runner",
+			Fields: actions.DeepResearchRunnerConfigMeta(),
+		},
 		{
 			Name:   "generate_image",
 			Label:  "Generate Image",
@@ -196,6 +225,11 @@ func ActionsConfigMeta() []config.FieldGroup {
 			Label:  "GitHub Issue Opener",
 			Fields: actions.GithubIssueOpenerConfigMeta(),
 		},
+		{
+			Name:   "github-issue-editor",
+			Label:  "GitHub Issue Editor",
+			Fields: actions.GithubIssueEditorConfigMeta(),
+		},
 		{
 			Name:   "github-issue-closer",
 			Label:  "GitHub Issue Closer",
@@ -226,6 +260,16 @@ func ActionsConfigMeta() []config.FieldGroup {
 			Label:  "GitHub Get All Repository Content",
 			Fields: actions.GithubRepositoryGetAllContentConfigMeta(),
 		},
+		{
+			Name:   "github-repository-search-files",
+			Label:  "GitHub Repository Search Files",
+			Fields: actions.GithubRepositorySearchFilesConfigMeta(),
+		},
+		{
+			Name:   "github-repository-list-files",
+			Label:  "GitHub Repository List Files",
+			Fields: actions.GithubRepositoryListFilesConfigMeta(),
+		},
 		{
 			Name:   "github-repository-create-or-update-content",
 			Label:  "GitHub Repository Create/Update Content",
@@ -299,7 +343,12 @@ func ActionsConfigMeta() []config.FieldGroup {
 		{
 			Name:   "call_agents",
 			Label:  "Call Agents",
-			Fields: []config.Field{},
+			Fields: actions.CallAgentConfigMeta(),
+		},
+		{
+			Name:   "send-telegram-message",
+			Label:  "Send Telegram Message",
+			Fields: actions.SendTelegramMessageConfigMeta(),
 		},
 	}
 }

services/actions/browse.go

@@ -18,7 +18,7 @@ func NewBrowse(config map[string]string) *BrowseAction {
 
 type BrowseAction struct{}
 
-func (a *BrowseAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (a *BrowseAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		URL string `json:"url"`
 	}{}

services/actions/browseragentrunner.go

@@ -3,6 +3,7 @@ package actions
 import (
 	"context"
 	"fmt"
+	"time"
 
 	"github.com/mudler/LocalAGI/core/types"
 	"github.com/mudler/LocalAGI/pkg/config"
@@ -24,7 +25,18 @@ func NewBrowserAgentRunner(config map[string]string, defaultURL string) *Browser
 		config["baseURL"] = defaultURL
 	}
 
-	client := api.NewClient(config["baseURL"])
+	timeout := "15m"
+	if config["timeout"] != "" {
+		timeout = config["timeout"]
+	}
+
+	duration, err := time.ParseDuration(timeout)
+	if err != nil {
+		// If parsing fails, use default 15 minutes
+		duration = 15 * time.Minute
+	}
+
+	client := api.NewClient(config["baseURL"], duration)
 
 	return &BrowserAgentRunner{
 		client:           client,
@@ -33,7 +45,7 @@ func NewBrowserAgentRunner(config map[string]string, defaultURL string) *Browser
 	}
 }
 
-func (b *BrowserAgentRunner) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (b *BrowserAgentRunner) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := api.AgentRequest{}
 	err := params.Unmarshal(&result)
 	if err != nil {
@@ -117,5 +129,12 @@ func BrowserAgentRunnerConfigMeta() []config.Field {
 			Type:     config.FieldTypeText,
 			HelpText: "Custom name for this action",
 		},
+		{
+			Name:     "timeout",
+			Label:    "Client Timeout",
+			Type:     config.FieldTypeText,
+			Required: false,
+			HelpText: "Client timeout duration (e.g. '15m', '1h'). Defaults to '15m' if not specified.",
+		},
 	}
 }

services/actions/callagents.go

@@ -3,26 +3,56 @@ package actions
 import (
 	"context"
 	"fmt"
+	"slices"
+	"strings"
 
 	"github.com/mudler/LocalAGI/core/state"
 	"github.com/mudler/LocalAGI/core/types"
+	"github.com/mudler/LocalAGI/pkg/config"
 	"github.com/sashabaranov/go-openai"
 	"github.com/sashabaranov/go-openai/jsonschema"
 )
 
+func trimList(list []string) []string {
+	for i, v := range list {
+		list[i] = strings.TrimSpace(v)
+	}
+	return list
+}
+
 func NewCallAgent(config map[string]string, agentName string, pool *state.AgentPoolInternalAPI) *CallAgentAction {
+	whitelist := []string{}
+	blacklist := []string{}
+	if v, ok := config["whitelist"]; ok {
+		if strings.Contains(v, ",") {
+			whitelist = trimList(strings.Split(v, ","))
+		} else {
+			whitelist = []string{v}
+		}
+	}
+	if v, ok := config["blacklist"]; ok {
+		if strings.Contains(v, ",") {
+			blacklist = trimList(strings.Split(v, ","))
+		} else {
+			blacklist = []string{v}
+		}
+	}
 	return &CallAgentAction{
-		pool:   pool,
+		pool:      pool,
-		myName: agentName,
+		myName:    agentName,
+		whitelist: whitelist,
+		blacklist: blacklist,
 	}
 }
 
 type CallAgentAction struct {
-	pool   *state.AgentPoolInternalAPI
+	pool      *state.AgentPoolInternalAPI
-	myName string
+	myName    string
+	whitelist []string
+	blacklist []string
 }
 
-func (a *CallAgentAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (a *CallAgentAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		AgentName string `json:"agent_name"`
 		Message   string `json:"message"`
@@ -83,13 +113,32 @@ func (a *CallAgentAction) Run(ctx context.Context, params types.ActionParams) (t
 	return types.ActionResult{Result: resp.Response, Metadata: metadata}, nil
 }
 
+func (a *CallAgentAction) isAllowedToBeCalled(agentName string) bool {
+	if agentName == a.myName {
+		return false
+	}
+
+	if len(a.whitelist) > 0 && len(a.blacklist) > 0 {
+		return slices.Contains(a.whitelist, agentName) && !slices.Contains(a.blacklist, agentName)
+	}
+
+	if len(a.whitelist) > 0 {
+		return slices.Contains(a.whitelist, agentName)
+	}
+
+	if len(a.blacklist) > 0 {
+		return !slices.Contains(a.blacklist, agentName)
+	}
+	return true
+}
+
 func (a *CallAgentAction) Definition() types.ActionDefinition {
 	allAgents := a.pool.AllAgents()
 
 	agents := []string{}
 
 	for _, ag := range allAgents {
-		if ag != a.myName {
+		if a.isAllowedToBeCalled(ag) {
 			agents = append(agents, ag)
 		}
 	}
@@ -125,3 +174,21 @@ func (a *CallAgentAction) Definition() types.ActionDefinition {
 func (a *CallAgentAction) Plannable() bool {
 	return true
 }
+
+func CallAgentConfigMeta() []config.Field {
+	return []config.Field{
+		{
+			Name:     "whitelist",
+			Label:    "Whitelist",
+			Type:     config.FieldTypeText,
+			Required: false,
+			HelpText: "Comma-separated list of agent names to call. If not specified, all agents are allowed.",
+		},
+		{
+			Name:     "blacklist",
+			Label:    "Blacklist",
+			Type:     config.FieldTypeText,
+			HelpText: "Comma-separated list of agent names to exclude from the call. If not specified, all agents are allowed.",
+		},
+	}
+}

services/actions/counter.go

@@ -24,7 +24,7 @@ func NewCounter(config map[string]string) *CounterAction {
 }
 
 // Run executes the counter action
-func (a *CounterAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (a *CounterAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	// Parse parameters
 	request := struct {
 		Name       string `json:"name"`

services/actions/deepresearchrunner.go

@@ -0,0 +1,148 @@
+package actions
+
+import (
+	"context"
+	"fmt"
+	"time"
+
+	"github.com/mudler/LocalAGI/core/types"
+	"github.com/mudler/LocalAGI/pkg/config"
+	api "github.com/mudler/LocalAGI/pkg/localoperator"
+	"github.com/sashabaranov/go-openai/jsonschema"
+)
+
+const (
+	MetadataDeepResearchResult = "deep_research_result"
+)
+
+type DeepResearchRunner struct {
+	baseURL, customActionName string
+	client                    *api.Client
+}
+
+func NewDeepResearchRunner(config map[string]string, defaultURL string) *DeepResearchRunner {
+	if config["baseURL"] == "" {
+		config["baseURL"] = defaultURL
+	}
+
+	timeout := "15m"
+	if config["timeout"] != "" {
+		timeout = config["timeout"]
+	}
+
+	duration, err := time.ParseDuration(timeout)
+	if err != nil {
+		// If parsing fails, use default 15 minutes
+		duration = 15 * time.Minute
+	}
+
+	client := api.NewClient(config["baseURL"], duration)
+
+	return &DeepResearchRunner{
+		client:           client,
+		baseURL:          config["baseURL"],
+		customActionName: config["customActionName"],
+	}
+}
+
+func (d *DeepResearchRunner) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+	result := api.DeepResearchRequest{}
+	err := params.Unmarshal(&result)
+	if err != nil {
+		return types.ActionResult{}, fmt.Errorf("failed to unmarshal params: %w", err)
+	}
+
+	req := api.DeepResearchRequest{
+		Topic:               result.Topic,
+		MaxCycles:           result.MaxCycles,
+		MaxNoActionAttempts: result.MaxNoActionAttempts,
+		MaxResults:          result.MaxResults,
+	}
+
+	researchResult, err := d.client.RunDeepResearch(req)
+	if err != nil {
+		return types.ActionResult{}, fmt.Errorf("failed to run deep research: %w", err)
+	}
+
+	// Format the research result into a readable string
+	var resultStr string
+
+	resultStr += "Deep research result\n"
+	resultStr += fmt.Sprintf("Topic: %s\n", researchResult.Topic)
+	resultStr += fmt.Sprintf("Summary: %s\n", researchResult.Summary)
+	resultStr += fmt.Sprintf("Research Cycles: %d\n", researchResult.ResearchCycles)
+	resultStr += fmt.Sprintf("Completion Time: %s\n\n", researchResult.CompletionTime)
+
+	if len(researchResult.Sources) > 0 {
+		resultStr += "Sources:\n"
+		for _, source := range researchResult.Sources {
+			resultStr += fmt.Sprintf("- %s (%s)\n  %s\n", source.Title, source.URL, source.Description)
+		}
+	}
+
+	return types.ActionResult{
+		Result:   fmt.Sprintf("Deep research completed successfully.\n%s", resultStr),
+		Metadata: map[string]interface{}{MetadataDeepResearchResult: researchResult},
+	}, nil
+}
+
+func (d *DeepResearchRunner) Definition() types.ActionDefinition {
+	actionName := "run_deep_research"
+	if d.customActionName != "" {
+		actionName = d.customActionName
+	}
+	description := "Run a deep research on a specific topic, gathering information from multiple sources and providing a comprehensive summary"
+	return types.ActionDefinition{
+		Name:        types.ActionDefinitionName(actionName),
+		Description: description,
+		Properties: map[string]jsonschema.Definition{
+			"topic": {
+				Type:        jsonschema.String,
+				Description: "The topic to research",
+			},
+			"max_cycles": {
+				Type:        jsonschema.Number,
+				Description: "Maximum number of research cycles to perform (optional)",
+			},
+			"max_no_action_attempts": {
+				Type:        jsonschema.Number,
+				Description: "Maximum number of attempts without taking an action (optional)",
+			},
+			"max_results": {
+				Type:        jsonschema.Number,
+				Description: "Maximum number of results to collect (optional)",
+			},
+		},
+		Required: []string{"topic"},
+	}
+}
+
+func (d *DeepResearchRunner) Plannable() bool {
+	return true
+}
+
+// DeepResearchRunnerConfigMeta returns the metadata for Deep Research Runner action configuration fields
+func DeepResearchRunnerConfigMeta() []config.Field {
+	return []config.Field{
+		{
+			Name:     "baseURL",
+			Label:    "Base URL",
+			Type:     config.FieldTypeText,
+			Required: false,
+			HelpText: "Base URL of the LocalOperator API",
+		},
+		{
+			Name:     "customActionName",
+			Label:    "Custom Action Name",
+			Type:     config.FieldTypeText,
+			HelpText: "Custom name for this action",
+		},
+		{
+			Name:     "timeout",
+			Label:    "Client Timeout",
+			Type:     config.FieldTypeText,
+			Required: false,
+			HelpText: "Client timeout duration (e.g. '15m', '1h'). Defaults to '15m' if not specified.",
+		},
+	}
+}

services/actions/genimage.go

@@ -29,7 +29,7 @@ type GenImageAction struct {
 	imageModel string
 }
 
-func (a *GenImageAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (a *GenImageAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Prompt string `json:"prompt"`
 		Size   string `json:"size"`

services/actions/genimage_test.go

@@ -42,7 +42,7 @@ var _ = Describe("GenImageAction", func() {
 				"size":   "256x256",
 			}
 
-			url, err := action.Run(ctx, params)
+			url, err := action.Run(ctx, nil, params)
 			Expect(err).ToNot(HaveOccurred())
 			Expect(url).ToNot(BeEmpty())
 		})
@@ -52,7 +52,7 @@ var _ = Describe("GenImageAction", func() {
 				"size": "256x256",
 			}
 
-			_, err := action.Run(ctx, params)
+			_, err := action.Run(ctx, nil, params)
 			Expect(err).To(HaveOccurred())
 		})
 	})

services/actions/githubissuecloser.go

@@ -26,7 +26,7 @@ func NewGithubIssueCloser(config map[string]string) *GithubIssuesCloser {
 	}
 }
 
-func (g *GithubIssuesCloser) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubIssuesCloser) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Repository  string `json:"repository"`
 		Owner       string `json:"owner"`

services/actions/githubissuecomment.go

@@ -27,7 +27,7 @@ func NewGithubIssueCommenter(config map[string]string) *GithubIssuesCommenter {
 	}
 }
 
-func (g *GithubIssuesCommenter) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubIssuesCommenter) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Repository  string `json:"repository"`
 		Owner       string `json:"owner"`

services/actions/githubissueedit.go

@@ -0,0 +1,151 @@
+package actions
+
+import (
+	"context"
+	"fmt"
+
+	"github.com/google/go-github/v69/github"
+	"github.com/mudler/LocalAGI/core/types"
+	"github.com/mudler/LocalAGI/pkg/config"
+	"github.com/sashabaranov/go-openai/jsonschema"
+)
+
+type GithubIssueEditor struct {
+	token, repository, owner, customActionName string
+	client                                     *github.Client
+}
+
+func NewGithubIssueEditor(config map[string]string) *GithubIssueEditor {
+	client := github.NewClient(nil).WithAuthToken(config["token"])
+
+	return &GithubIssueEditor{
+		client:           client,
+		token:            config["token"],
+		customActionName: config["customActionName"],
+		repository:       config["repository"],
+		owner:            config["owner"],
+	}
+}
+
+func (g *GithubIssueEditor) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+	result := struct {
+		Repository  string `json:"repository"`
+		Owner       string `json:"owner"`
+		Description string `json:"description"`
+		Title       string `json:"title"`
+		IssueNumber int    `json:"issue_number"`
+	}{}
+	err := params.Unmarshal(&result)
+	if err != nil {
+		return types.ActionResult{}, err
+	}
+
+	if g.repository != "" && g.owner != "" {
+		result.Repository = g.repository
+		result.Owner = g.owner
+	}
+
+	_, _, err = g.client.Issues.Edit(ctx, result.Owner, result.Repository, result.IssueNumber,
+		&github.IssueRequest{
+			Body:  &result.Description,
+			Title: &result.Title,
+		})
+	resultString := fmt.Sprintf("Updated issue %d in repository %s/%s", result.IssueNumber, result.Owner, result.Repository)
+	if err != nil {
+		resultString = fmt.Sprintf("Error updating issue %d in repository %s/%s: %v", result.IssueNumber, result.Owner, result.Repository, err)
+	}
+	return types.ActionResult{Result: resultString}, err
+}
+
+func (g *GithubIssueEditor) Definition() types.ActionDefinition {
+	actionName := "edit_github_issue"
+	if g.customActionName != "" {
+		actionName = g.customActionName
+	}
+	description := "Edit the title and description of a Github issue in a repository. Use this action after reading the issue"
+	if g.repository != "" && g.owner != "" {
+		return types.ActionDefinition{
+			Name:        types.ActionDefinitionName(actionName),
+			Description: description,
+			Properties: map[string]jsonschema.Definition{
+				"issue_number": {
+					Type:        jsonschema.Number,
+					Description: "The number of the issue to edit.",
+				},
+				"title": {
+					Type:        jsonschema.String,
+					Description: "The new title for the issue.",
+				},
+				"description": {
+					Type:        jsonschema.String,
+					Description: "The new description for the issue.",
+				},
+			},
+			Required: []string{"issue_number", "title", "description"},
+		}
+	}
+	return types.ActionDefinition{
+		Name:        types.ActionDefinitionName(actionName),
+		Description: description,
+		Properties: map[string]jsonschema.Definition{
+			"issue_number": {
+				Type:        jsonschema.Number,
+				Description: "The number of the issue to edit.",
+			},
+			"repository": {
+				Type:        jsonschema.String,
+				Description: "The repository containing the issue.",
+			},
+			"owner": {
+				Type:        jsonschema.String,
+				Description: "The owner of the repository.",
+			},
+			"title": {
+				Type:        jsonschema.String,
+				Description: "The new title for the issue.",
+			},
+			"description": {
+				Type:        jsonschema.String,
+				Description: "The new description for the issue.",
+			},
+		},
+		Required: []string{"issue_number", "repository", "owner", "title", "description"},
+	}
+}
+
+func (a *GithubIssueEditor) Plannable() bool {
+	return true
+}
+
+// GithubIssueEditorConfigMeta returns the metadata for GitHub Issue Editor action configuration fields
+func GithubIssueEditorConfigMeta() []config.Field {
+	return []config.Field{
+		{
+			Name:     "token",
+			Label:    "GitHub Token",
+			Type:     config.FieldTypeText,
+			Required: true,
+			HelpText: "GitHub API token with repository access",
+		},
+		{
+			Name:     "repository",
+			Label:    "Repository",
+			Type:     config.FieldTypeText,
+			Required: false,
+			HelpText: "GitHub repository name",
+		},
+		{
+			Name:     "owner",
+			Label:    "Owner",
+			Type:     config.FieldTypeText,
+			Required: false,
+			HelpText: "GitHub repository owner",
+		},
+		{
+			Name:     "customActionName",
+			Label:    "Custom Action Name",
+			Type:     config.FieldTypeText,
+			HelpText: "Custom name for this action",
+		},
+	}
+}

services/actions/githubissuelabeler.go

@@ -38,7 +38,7 @@ func NewGithubIssueLabeler(config map[string]string) *GithubIssuesLabeler {
 	}
 }
 
-func (g *GithubIssuesLabeler) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubIssuesLabeler) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Repository  string `json:"repository"`
 		Owner       string `json:"owner"`

services/actions/githubissueopener.go

@@ -27,7 +27,7 @@ func NewGithubIssueOpener(config map[string]string) *GithubIssuesOpener {
 	}
 }
 
-func (g *GithubIssuesOpener) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubIssuesOpener) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Title      string `json:"title"`
 		Body       string `json:"text"`

services/actions/githubissuereader.go

@@ -27,7 +27,7 @@ func NewGithubIssueReader(config map[string]string) *GithubIssuesReader {
 	}
 }
 
-func (g *GithubIssuesReader) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubIssuesReader) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Repository  string `json:"repository"`
 		Owner       string `json:"owner"`

services/actions/githubissuesearch.go

@@ -28,7 +28,7 @@ func NewGithubIssueSearch(config map[string]string) *GithubIssueSearch {
 	}
 }
 
-func (g *GithubIssueSearch) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubIssueSearch) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Query      string `json:"query"`
 		Repository string `json:"repository"`

services/actions/githubprcommenter.go

@@ -3,8 +3,6 @@ package actions
 import (
 	"context"
 	"fmt"
-	"regexp"
-	"strconv"
 
 	"github.com/google/go-github/v69/github"
 	"github.com/mudler/LocalAGI/core/types"
@@ -17,96 +15,6 @@ type GithubPRCommenter struct {
 	client                                     *github.Client
 }
 
-var (
-	patchRegex = regexp.MustCompile(`^@@.*\d [\+\-](\d+),?(\d+)?.+?@@`)
-)
-
-type commitFileInfo struct {
-	FileName  string
-	hunkInfos []*hunkInfo
-	sha       string
-}
-
-type hunkInfo struct {
-	hunkStart int
-	hunkEnd   int
-}
-
-func (hi hunkInfo) isLineInHunk(line int) bool {
-	return line >= hi.hunkStart && line <= hi.hunkEnd
-}
-
-func (cfi *commitFileInfo) getHunkInfo(line int) *hunkInfo {
-	for _, hunkInfo := range cfi.hunkInfos {
-		if hunkInfo.isLineInHunk(line) {
-			return hunkInfo
-		}
-	}
-	return nil
-}
-
-func (cfi *commitFileInfo) isLineInChange(line int) bool {
-	return cfi.getHunkInfo(line) != nil
-}
-
-func (cfi commitFileInfo) calculatePosition(line int) *int {
-	hi := cfi.getHunkInfo(line)
-	if hi == nil {
-		return nil
-	}
-	position := line - hi.hunkStart
-	return &position
-}
-
-func parseHunkPositions(patch, filename string) ([]*hunkInfo, error) {
-	hunkInfos := make([]*hunkInfo, 0)
-	if patch != "" {
-		groups := patchRegex.FindAllStringSubmatch(patch, -1)
-		if len(groups) < 1 {
-			return hunkInfos, fmt.Errorf("the patch details for [%s] could not be resolved", filename)
-		}
-		for _, patchGroup := range groups {
-			endPos := 2
-			if len(patchGroup) > 2 && patchGroup[2] == "" {
-				endPos = 1
-			}
-
-			hunkStart, err := strconv.Atoi(patchGroup[1])
-			if err != nil {
-				hunkStart = -1
-			}
-			hunkEnd, err := strconv.Atoi(patchGroup[endPos])
-			if err != nil {
-				hunkEnd = -1
-			}
-			hunkInfos = append(hunkInfos, &hunkInfo{
-				hunkStart: hunkStart,
-				hunkEnd:   hunkEnd,
-			})
-		}
-	}
-	return hunkInfos, nil
-}
-
-func getCommitInfo(file *github.CommitFile) (*commitFileInfo, error) {
-	patch := file.GetPatch()
-	hunkInfos, err := parseHunkPositions(patch, *file.Filename)
-	if err != nil {
-		return nil, err
-	}
-
-	sha := file.GetSHA()
-	if sha == "" {
-		return nil, fmt.Errorf("the sha details for [%s] could not be resolved", *file.Filename)
-	}
-
-	return &commitFileInfo{
-		FileName:  *file.Filename,
-		hunkInfos: hunkInfos,
-		sha:       sha,
-	}, nil
-}
-
 func NewGithubPRCommenter(config map[string]string) *GithubPRCommenter {
 	client := github.NewClient(nil).WithAuthToken(config["token"])
 
@@ -119,7 +27,7 @@ func NewGithubPRCommenter(config map[string]string) *GithubPRCommenter {
 	}
 }
 
-func (g *GithubPRCommenter) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubPRCommenter) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Repository string `json:"repository"`
 		Owner      string `json:"owner"`

services/actions/githubprcreator.go

@@ -3,6 +3,7 @@ package actions
 import (
 	"context"
 	"fmt"
+	"time"
 
 	"github.com/google/go-github/v69/github"
 	"github.com/mudler/LocalAGI/core/types"
@@ -10,8 +11,16 @@ import (
 	"github.com/sashabaranov/go-openai/jsonschema"
 )
 
+const (
+	// forkCreationRetries is the number of times to retry checking if a fork is ready
+	forkCreationRetries = 30
+	// forkCreationRetryDelay is the duration to wait between fork creation checks
+	forkCreationRetryDelay = 5 * time.Second
+)
+
 type GithubPRCreator struct {
 	token, repository, owner, customActionName, defaultBranch string
+	useFork                                                   bool
 	client                                                    *github.Client
 }
 
@@ -23,6 +32,8 @@ func NewGithubPRCreator(config map[string]string) *GithubPRCreator {
 		defaultBranch = "main" // Default to "main" if not specified
 	}
 
+	useFork := config["useFork"] == "true"
+
 	return &GithubPRCreator{
 		client:           client,
 		token:            config["token"],
@@ -30,9 +41,45 @@ func NewGithubPRCreator(config map[string]string) *GithubPRCreator {
 		owner:            config["owner"],
 		customActionName: config["customActionName"],
 		defaultBranch:    defaultBranch,
+		useFork:          useFork,
 	}
 }
 
+// ensureFork ensures that a fork exists for the given repository
+func (g *GithubPRCreator) ensureFork(ctx context.Context, owner, repo string) (string, error) {
+	// First check if we already have a fork
+	user, _, err := g.client.Users.Get(ctx, "")
+	if err != nil {
+		return "", fmt.Errorf("failed to get current user: %w", err)
+	}
+	forkOwner := user.GetLogin()
+
+	// Check if fork already exists
+	_, _, err = g.client.Repositories.Get(ctx, forkOwner, repo)
+	if err == nil {
+		// Fork already exists
+		return forkOwner, nil
+	}
+
+	// Create fork
+	_, _, err = g.client.Repositories.CreateFork(ctx, owner, repo, &github.RepositoryCreateForkOptions{})
+	if err != nil {
+		return "", fmt.Errorf("failed to create fork: %w", err)
+	}
+
+	// Wait for fork to be ready
+	for i := 0; i < forkCreationRetries; i++ {
+		_, _, err = g.client.Repositories.Get(ctx, forkOwner, repo)
+		if err == nil {
+			return forkOwner, nil
+		}
+		// Sleep for a bit before retrying
+		time.Sleep(forkCreationRetryDelay)
+	}
+
+	return "", fmt.Errorf("fork creation timed out")
+}
+
 func (g *GithubPRCreator) createOrUpdateBranch(ctx context.Context, branchName string, owner string, repository string) error {
 	// Get the latest commit SHA from the default branch
 	ref, _, err := g.client.Git.GetRef(ctx, owner, repository, "refs/heads/"+g.defaultBranch)
@@ -101,7 +148,7 @@ func (g *GithubPRCreator) createOrUpdateFile(ctx context.Context, branch string,
 	return nil
 }
 
-func (g *GithubPRCreator) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubPRCreator) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Repository string `json:"repository"`
 		Owner      string `json:"owner"`
@@ -128,15 +175,29 @@ func (g *GithubPRCreator) Run(ctx context.Context, params types.ActionParams) (t
 		result.BaseBranch = g.defaultBranch
 	}
 
+	var targetOwner, targetRepo string
+	if g.useFork {
+		// Ensure we have a fork and get the fork owner
+		forkOwner, err := g.ensureFork(ctx, result.Owner, result.Repository)
+		if err != nil {
+			return types.ActionResult{}, fmt.Errorf("failed to ensure fork: %w", err)
+		}
+		targetOwner = forkOwner
+		targetRepo = result.Repository
+	} else {
+		targetOwner = result.Owner
+		targetRepo = result.Repository
+	}
+
 	// Create or update branch
-	err = g.createOrUpdateBranch(ctx, result.Branch, result.Owner, result.Repository)
+	err = g.createOrUpdateBranch(ctx, result.Branch, targetOwner, targetRepo)
 	if err != nil {
 		return types.ActionResult{}, fmt.Errorf("failed to create/update branch: %w", err)
 	}
 
 	// Create or update files
 	for _, file := range result.Files {
-		err = g.createOrUpdateFile(ctx, result.Branch, file.Path, file.Content, fmt.Sprintf("Update %s", file.Path), result.Owner, result.Repository)
+		err = g.createOrUpdateFile(ctx, result.Branch, file.Path, file.Content, fmt.Sprintf("Update %s", file.Path), targetOwner, targetRepo)
 		if err != nil {
 			return types.ActionResult{}, fmt.Errorf("failed to update file %s: %w", file.Path, err)
 		}
@@ -145,7 +206,7 @@ func (g *GithubPRCreator) Run(ctx context.Context, params types.ActionParams) (t
 	// Check if PR already exists for this branch
 	prs, _, err := g.client.PullRequests.List(ctx, result.Owner, result.Repository, &github.PullRequestListOptions{
 		State: "open",
-		Head:  fmt.Sprintf("%s:%s", result.Owner, result.Branch),
+		Head:  fmt.Sprintf("%s:%s", targetOwner, result.Branch),
 	})
 	if err != nil {
 		return types.ActionResult{}, fmt.Errorf("failed to list pull requests: %w", err)
@@ -175,6 +236,12 @@ func (g *GithubPRCreator) Run(ctx context.Context, params types.ActionParams) (t
 		Base:  &result.BaseBranch,
 	}
 
+	// If using a fork, we need to specify the full head reference
+	if g.useFork {
+		head := fmt.Sprintf("%s:%s", targetOwner, result.Branch)
+		newPR.Head = &head
+	}
+
 	createdPR, _, err := g.client.PullRequests.Create(ctx, result.Owner, result.Repository, newPR)
 	if err != nil {
 		return types.ActionResult{}, fmt.Errorf("failed to create pull request: %w", err)
@@ -322,5 +389,12 @@ func GithubPRCreatorConfigMeta() []config.Field {
 			Required: false,
 			HelpText: "Default branch to create PRs against (defaults to main)",
 		},
+		{
+			Name:     "useFork",
+			Label:    "Use Fork",
+			Type:     config.FieldTypeCheckbox,
+			Required: false,
+			HelpText: "Whether to create PRs from a fork (useful when you don't have write access to the repository). Set to 'true' to enable.",
+		},
 	}
 }

services/actions/githubprcreator_test.go

@@ -54,7 +54,7 @@ var _ = Describe("GithubPRCreator", func() {
 				},
 			}
 
-			result, err := action.Run(ctx, params)
+			result, err := action.Run(ctx, nil, params)
 			Expect(err).NotTo(HaveOccurred())
 			Expect(result.Result).To(ContainSubstring("pull request #"))
 		})
@@ -65,7 +65,7 @@ var _ = Describe("GithubPRCreator", func() {
 				"body":  "This is a test pull request",
 			}
 
-			_, err := action.Run(ctx, params)
+			_, err := action.Run(ctx, nil, params)
 			Expect(err).To(HaveOccurred())
 		})
 	})

services/actions/githubprreader.go

@@ -34,7 +34,7 @@ func NewGithubPRReader(config map[string]string) *GithubPRReader {
 	}
 }
 
-func (g *GithubPRReader) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubPRReader) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Repository string `json:"repository"`
 		Owner      string `json:"owner"`

services/actions/githubprreviewer.go

@@ -30,7 +30,7 @@ func NewGithubPRReviewer(config map[string]string) *GithubPRReviewer {
 	}
 }
 
-func (g *GithubPRReviewer) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubPRReviewer) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Repository    string `json:"repository"`
 		Owner         string `json:"owner"`

services/actions/githubprreviewer_test.go

@@ -58,7 +58,7 @@ var _ = Describe("GithubPRReviewer", func() {
 				},
 			}
 
-			result, err := reviewer.Run(ctx, params)
+			result, err := reviewer.Run(ctx, nil, params)
 			Expect(err).NotTo(HaveOccurred())
 			Expect(result.Result).To(ContainSubstring("reviewed successfully"))
 		})
@@ -70,7 +70,7 @@ var _ = Describe("GithubPRReviewer", func() {
 				"review_action":  "COMMENT",
 			}
 
-			result, err := reviewer.Run(ctx, params)
+			result, err := reviewer.Run(ctx, nil, params)
 			Expect(err).To(HaveOccurred())
 			Expect(result.Result).To(ContainSubstring("not found"))
 		})
@@ -85,7 +85,7 @@ var _ = Describe("GithubPRReviewer", func() {
 				"review_action":  "INVALID_ACTION",
 			}
 
-			_, err := reviewer.Run(ctx, params)
+			_, err := reviewer.Run(ctx, nil, params)
 			Expect(err).To(HaveOccurred())
 		})
 	})

services/actions/githubrepositorycreateupdatecontent.go

@@ -30,7 +30,7 @@ func NewGithubRepositoryCreateOrUpdateContent(config map[string]string) *GithubR
 	}
 }
 
-func (g *GithubRepositoryCreateOrUpdateContent) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubRepositoryCreateOrUpdateContent) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Path          string `json:"path"`
 		Repository    string `json:"repository"`

services/actions/githubrepositorygetallcontent.go

@@ -3,11 +3,13 @@ package actions
 import (
 	"context"
 	"fmt"
+	"path/filepath"
 	"strings"
 
 	"github.com/google/go-github/v69/github"
 	"github.com/mudler/LocalAGI/core/types"
 	"github.com/mudler/LocalAGI/pkg/config"
+	"github.com/mudler/LocalAGI/pkg/xlog"
 	"github.com/sashabaranov/go-openai/jsonschema"
 )
 
@@ -28,6 +30,30 @@ func NewGithubRepositoryGetAllContent(config map[string]string) *GithubRepositor
 	}
 }
 
+// isTextFile checks if a file is likely to be a text file based on its extension
+func isTextFile(path string) bool {
+	// List of common text/code file extensions
+	textExtensions := map[string]bool{
+		".txt": true, ".md": true, ".go": true, ".py": true, ".js": true,
+		".ts": true, ".jsx": true, ".tsx": true, ".html": true, ".css": true,
+		".json": true, ".yaml": true, ".yml": true, ".xml": true, ".sql": true,
+		".sh": true, ".bash": true, ".zsh": true, ".rb": true, ".php": true,
+		".java": true, ".c": true, ".cpp": true, ".h": true, ".hpp": true,
+		".rs": true, ".swift": true, ".kt": true, ".scala": true, ".lua": true,
+		".pl": true, ".r": true, ".m": true, ".mm": true, ".f": true,
+		".f90": true, ".f95": true, ".f03": true, ".f08": true, ".f15": true,
+		".hs": true, ".lhs": true, ".erl": true, ".hrl": true, ".ex": true,
+		".exs": true, ".eex": true, ".leex": true, ".heex": true, ".config": true,
+		".toml": true, ".ini": true, ".conf": true, ".env": true, ".gitignore": true,
+		".dockerignore": true, ".editorconfig": true, ".prettierrc": true, ".eslintrc": true,
+		".babelrc": true, ".npmrc": true, ".yarnrc": true, ".lock": true,
+	}
+
+	// Get the file extension
+	ext := strings.ToLower(filepath.Ext(path))
+	return textExtensions[ext]
+}
+
 func (g *GithubRepositoryGetAllContent) getContentRecursively(ctx context.Context, path string, owner string, repository string) (string, error) {
 	var result strings.Builder
 
@@ -47,6 +73,13 @@ func (g *GithubRepositoryGetAllContent) getContentRecursively(ctx context.Contex
 			}
 			result.WriteString(subContent)
 		} else if item.GetType() == "file" {
+			// Skip binary/image files
+			if !isTextFile(item.GetPath()) {
+				xlog.Warn("Skipping non-text file: ", "file", item.GetPath())
+				result.WriteString(fmt.Sprintf("Skipping non-text file: %s\n", item.GetPath()))
+				continue
+			}
+
 			// Get file content
 			fileContent, _, _, err := g.client.Repositories.GetContents(ctx, owner, repository, item.GetPath(), nil)
 			if err != nil {
@@ -68,7 +101,7 @@ func (g *GithubRepositoryGetAllContent) getContentRecursively(ctx context.Contex
 	return result.String(), nil
 }
 
-func (g *GithubRepositoryGetAllContent) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubRepositoryGetAllContent) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Repository string `json:"repository"`
 		Owner      string `json:"owner"`

services/actions/githubrepositorygetallcontent_test.go

@@ -45,7 +45,7 @@ var _ = Describe("GithubRepositoryGetAllContent", func() {
 				"path": ".",
 			}
 
-			result, err := action.Run(ctx, params)
+			result, err := action.Run(ctx, nil, params)
 			Expect(err).NotTo(HaveOccurred())
 			Expect(result.Result).NotTo(BeEmpty())
 
@@ -64,7 +64,7 @@ var _ = Describe("GithubRepositoryGetAllContent", func() {
 				"path": "non-existent-path",
 			}
 
-			_, err := action.Run(ctx, params)
+			_, err := action.Run(ctx, nil, params)
 			Expect(err).To(HaveOccurred())
 		})
 	})

services/actions/githubrepositorygetcontent.go

@@ -27,7 +27,7 @@ func NewGithubRepositoryGetContent(config map[string]string) *GithubRepositoryGe
 	}
 }
 
-func (g *GithubRepositoryGetContent) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubRepositoryGetContent) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Path       string `json:"path"`
 		Repository string `json:"repository"`

services/actions/githubrepositorylistfiles.go

@@ -0,0 +1,163 @@
+package actions
+
+import (
+	"context"
+	"fmt"
+	"strings"
+
+	"github.com/google/go-github/v69/github"
+	"github.com/mudler/LocalAGI/core/types"
+	"github.com/mudler/LocalAGI/pkg/config"
+	"github.com/sashabaranov/go-openai/jsonschema"
+)
+
+type GithubRepositoryListFiles struct {
+	token, repository, owner, customActionName string
+	client                                     *github.Client
+}
+
+func NewGithubRepositoryListFiles(config map[string]string) *GithubRepositoryListFiles {
+	client := github.NewClient(nil).WithAuthToken(config["token"])
+
+	return &GithubRepositoryListFiles{
+		client:           client,
+		token:            config["token"],
+		repository:       config["repository"],
+		owner:            config["owner"],
+		customActionName: config["customActionName"],
+	}
+}
+
+func (g *GithubRepositoryListFiles) listFilesRecursively(ctx context.Context, path string, owner string, repository string) ([]string, error) {
+	var files []string
+
+	// Get content at the current path
+	_, directoryContent, _, err := g.client.Repositories.GetContents(ctx, owner, repository, path, nil)
+	if err != nil {
+		return nil, fmt.Errorf("error getting content at path %s: %w", path, err)
+	}
+
+	// Process each item in the directory
+	for _, item := range directoryContent {
+		if item.GetType() == "dir" {
+			// Recursively list files in subdirectories
+			subFiles, err := g.listFilesRecursively(ctx, item.GetPath(), owner, repository)
+			if err != nil {
+				return nil, err
+			}
+			files = append(files, subFiles...)
+		} else if item.GetType() == "file" {
+			// Add file path to the list
+			files = append(files, item.GetPath())
+		}
+	}
+
+	return files, nil
+}
+
+func (g *GithubRepositoryListFiles) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+	result := struct {
+		Repository string `json:"repository"`
+		Owner      string `json:"owner"`
+		Path       string `json:"path,omitempty"`
+	}{}
+	err := params.Unmarshal(&result)
+	if err != nil {
+		return types.ActionResult{}, fmt.Errorf("failed to unmarshal params: %w", err)
+	}
+
+	if g.repository != "" && g.owner != "" {
+		result.Repository = g.repository
+		result.Owner = g.owner
+	}
+
+	// Start from root if no path specified
+	if result.Path == "" {
+		result.Path = "."
+	}
+
+	files, err := g.listFilesRecursively(ctx, result.Path, result.Owner, result.Repository)
+	if err != nil {
+		return types.ActionResult{}, err
+	}
+
+	// Join all file paths with newlines for better readability
+	content := strings.Join(files, "\n")
+	return types.ActionResult{Result: content}, nil
+}
+
+func (g *GithubRepositoryListFiles) Definition() types.ActionDefinition {
+	actionName := "list_github_repository_files"
+	if g.customActionName != "" {
+		actionName = g.customActionName
+	}
+	description := "List all files in a GitHub repository"
+	if g.repository != "" && g.owner != "" {
+		return types.ActionDefinition{
+			Name:        types.ActionDefinitionName(actionName),
+			Description: description,
+			Properties: map[string]jsonschema.Definition{
+				"path": {
+					Type:        jsonschema.String,
+					Description: "Optional path to start listing from (defaults to repository root)",
+				},
+			},
+		}
+	}
+	return types.ActionDefinition{
+		Name:        types.ActionDefinitionName(actionName),
+		Description: description,
+		Properties: map[string]jsonschema.Definition{
+			"path": {
+				Type:        jsonschema.String,
+				Description: "Optional path to start listing from (defaults to repository root)",
+			},
+			"repository": {
+				Type:        jsonschema.String,
+				Description: "The repository to list files from",
+			},
+			"owner": {
+				Type:        jsonschema.String,
+				Description: "The owner of the repository",
+			},
+		},
+		Required: []string{"repository", "owner"},
+	}
+}
+
+func (a *GithubRepositoryListFiles) Plannable() bool {
+	return true
+}
+
+// GithubRepositoryListFilesConfigMeta returns the metadata for GitHub Repository List Files action configuration fields
+func GithubRepositoryListFilesConfigMeta() []config.Field {
+	return []config.Field{
+		{
+			Name:     "token",
+			Label:    "GitHub Token",
+			Type:     config.FieldTypeText,
+			Required: true,
+			HelpText: "GitHub API token with repository access",
+		},
+		{
+			Name:     "repository",
+			Label:    "Repository",
+			Type:     config.FieldTypeText,
+			Required: false,
+			HelpText: "GitHub repository name",
+		},
+		{
+			Name:     "owner",
+			Label:    "Owner",
+			Type:     config.FieldTypeText,
+			Required: false,
+			HelpText: "GitHub repository owner",
+		},
+		{
+			Name:     "customActionName",
+			Label:    "Custom Action Name",
+			Type:     config.FieldTypeText,
+			HelpText: "Custom name for this action",
+		},
+	}
+}

services/actions/githubrepositoryreadme.go

@@ -25,7 +25,7 @@ func NewGithubRepositoryREADME(config map[string]string) *GithubRepositoryREADME
 	}
 }
 
-func (g *GithubRepositoryREADME) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubRepositoryREADME) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Repository string `json:"repository"`
 		Owner      string `json:"owner"`

services/actions/githubrepositorysearchfiles.go

@@ -0,0 +1,187 @@
+package actions
+
+import (
+	"context"
+	"fmt"
+	"strings"
+
+	"github.com/google/go-github/v69/github"
+	"github.com/mudler/LocalAGI/core/types"
+	"github.com/mudler/LocalAGI/pkg/config"
+	"github.com/sashabaranov/go-openai/jsonschema"
+)
+
+type GithubRepositorySearchFiles struct {
+	token, repository, owner, customActionName string
+	client                                     *github.Client
+}
+
+func NewGithubRepositorySearchFiles(config map[string]string) *GithubRepositorySearchFiles {
+	client := github.NewClient(nil).WithAuthToken(config["token"])
+
+	return &GithubRepositorySearchFiles{
+		client:           client,
+		token:            config["token"],
+		repository:       config["repository"],
+		owner:            config["owner"],
+		customActionName: config["customActionName"],
+	}
+}
+
+func (g *GithubRepositorySearchFiles) searchFilesRecursively(ctx context.Context, path string, owner string, repository string, searchPattern string) (string, error) {
+	var result strings.Builder
+
+	// Get content at the current path
+	_, directoryContent, _, err := g.client.Repositories.GetContents(ctx, owner, repository, path, nil)
+	if err != nil {
+		return "", fmt.Errorf("error getting content at path %s: %w", path, err)
+	}
+
+	// Process each item in the directory
+	for _, item := range directoryContent {
+		if item.GetType() == "dir" {
+			// Recursively search in subdirectories
+			subContent, err := g.searchFilesRecursively(ctx, item.GetPath(), owner, repository, searchPattern)
+			if err != nil {
+				return "", err
+			}
+			result.WriteString(subContent)
+		} else if item.GetType() == "file" {
+			// Check if file name matches the search pattern
+			if strings.Contains(strings.ToLower(item.GetName()), strings.ToLower(searchPattern)) {
+				// Get file content
+				fileContent, _, _, err := g.client.Repositories.GetContents(ctx, owner, repository, item.GetPath(), nil)
+				if err != nil {
+					return "", fmt.Errorf("error getting file content for %s: %w", item.GetPath(), err)
+				}
+
+				content, err := fileContent.GetContent()
+				if err != nil {
+					return "", fmt.Errorf("error decoding content for %s: %w", item.GetPath(), err)
+				}
+
+				// Add file content to result with clear markers
+				result.WriteString(fmt.Sprintf("\n--- START FILE: %s ---\n", item.GetPath()))
+				result.WriteString(content)
+				result.WriteString(fmt.Sprintf("\n--- END FILE: %s ---\n", item.GetPath()))
+			}
+		}
+	}
+
+	return result.String(), nil
+}
+
+func (g *GithubRepositorySearchFiles) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+	result := struct {
+		Repository    string `json:"repository"`
+		Owner         string `json:"owner"`
+		Path          string `json:"path,omitempty"`
+		SearchPattern string `json:"searchPattern"`
+	}{}
+	err := params.Unmarshal(&result)
+	if err != nil {
+		return types.ActionResult{}, fmt.Errorf("failed to unmarshal params: %w", err)
+	}
+
+	if g.repository != "" && g.owner != "" {
+		result.Repository = g.repository
+		result.Owner = g.owner
+	}
+
+	// Start from root if no path specified
+	if result.Path == "" {
+		result.Path = "."
+	}
+
+	content, err := g.searchFilesRecursively(ctx, result.Path, result.Owner, result.Repository, result.SearchPattern)
+	if err != nil {
+		return types.ActionResult{}, err
+	}
+
+	return types.ActionResult{Result: content}, nil
+}
+
+func (g *GithubRepositorySearchFiles) Definition() types.ActionDefinition {
+	actionName := "search_github_repository_files"
+	if g.customActionName != "" {
+		actionName = g.customActionName
+	}
+	description := "Search for files in a GitHub repository and return their content"
+	if g.repository != "" && g.owner != "" {
+		return types.ActionDefinition{
+			Name:        types.ActionDefinitionName(actionName),
+			Description: description,
+			Properties: map[string]jsonschema.Definition{
+				"path": {
+					Type:        jsonschema.String,
+					Description: "Optional path to start searching from (defaults to repository root)",
+				},
+				"searchPattern": {
+					Type:        jsonschema.String,
+					Description: "Pattern to search for in file names (case-insensitive)",
+				},
+			},
+			Required: []string{"searchPattern"},
+		}
+	}
+	return types.ActionDefinition{
+		Name:        types.ActionDefinitionName(actionName),
+		Description: description,
+		Properties: map[string]jsonschema.Definition{
+			"path": {
+				Type:        jsonschema.String,
+				Description: "Optional path to start searching from (defaults to repository root)",
+			},
+			"repository": {
+				Type:        jsonschema.String,
+				Description: "The repository to search in",
+			},
+			"owner": {
+				Type:        jsonschema.String,
+				Description: "The owner of the repository",
+			},
+			"searchPattern": {
+				Type:        jsonschema.String,
+				Description: "Pattern to search for in file names (case-insensitive)",
+			},
+		},
+		Required: []string{"repository", "owner", "searchPattern"},
+	}
+}
+
+func (a *GithubRepositorySearchFiles) Plannable() bool {
+	return true
+}
+
+// GithubRepositorySearchFilesConfigMeta returns the metadata for GitHub Repository Search Files action configuration fields
+func GithubRepositorySearchFilesConfigMeta() []config.Field {
+	return []config.Field{
+		{
+			Name:     "token",
+			Label:    "GitHub Token",
+			Type:     config.FieldTypeText,
+			Required: true,
+			HelpText: "GitHub API token with repository access",
+		},
+		{
+			Name:     "repository",
+			Label:    "Repository",
+			Type:     config.FieldTypeText,
+			Required: false,
+			HelpText: "GitHub repository name",
+		},
+		{
+			Name:     "owner",
+			Label:    "Owner",
+			Type:     config.FieldTypeText,
+			Required: false,
+			HelpText: "GitHub repository owner",
+		},
+		{
+			Name:     "customActionName",
+			Label:    "Custom Action Name",
+			Type:     config.FieldTypeText,
+			HelpText: "Custom name for this action",
+		},
+	}
+}

services/actions/scrape.go

@@ -16,7 +16,7 @@ func NewScraper(config map[string]string) *ScraperAction {
 
 type ScraperAction struct{}
 
-func (a *ScraperAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (a *ScraperAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		URL string `json:"url"`
 	}{}

services/actions/search.go

@@ -35,7 +35,7 @@ func NewSearch(config map[string]string) *SearchAction {
 
 type SearchAction struct{ results int }
 
-func (a *SearchAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (a *SearchAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Query string `json:"query"`
 	}{}

services/actions/sendmail.go

@@ -28,7 +28,7 @@ type SendMailAction struct {
 	smtpPort string
 }
 
-func (a *SendMailAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (a *SendMailAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Message string `json:"message"`
 		To      string `json:"to"`

services/actions/sendtelegrammessage.go

@@ -0,0 +1,195 @@
+package actions
+
+import (
+	"context"
+	"fmt"
+	"strconv"
+
+	"github.com/go-telegram/bot"
+	"github.com/go-telegram/bot/models"
+	"github.com/mudler/LocalAGI/core/types"
+	"github.com/mudler/LocalAGI/pkg/config"
+	"github.com/mudler/LocalAGI/pkg/xstrings"
+	"github.com/sashabaranov/go-openai"
+	"github.com/sashabaranov/go-openai/jsonschema"
+)
+
+const (
+	MetadataTelegramMessageSent = "telegram_message_sent"
+	telegramMaxMessageLength    = 3000
+)
+
+type SendTelegramMessageRunner struct {
+	token             string
+	chatID            int64
+	bot               *bot.Bot
+	customName        string
+	customDescription string
+}
+
+func NewSendTelegramMessageRunner(config map[string]string) *SendTelegramMessageRunner {
+	token := config["token"]
+	if token == "" {
+		return nil
+	}
+
+	// Parse chat ID from config if present
+	var chatID int64
+	if configChatID := config["chat_id"]; configChatID != "" {
+		var err error
+		chatID, err = strconv.ParseInt(configChatID, 10, 64)
+		if err != nil {
+			return nil
+		}
+	}
+
+	b, err := bot.New(token)
+	if err != nil {
+		return nil
+	}
+
+	return &SendTelegramMessageRunner{
+		token:             token,
+		chatID:            chatID,
+		bot:               b,
+		customName:        config["custom_name"],
+		customDescription: config["custom_description"],
+	}
+}
+
+type TelegramMessageParams struct {
+	ChatID  int64  `json:"chat_id"`
+	Message string `json:"message"`
+}
+
+func (s *SendTelegramMessageRunner) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+	var messageParams TelegramMessageParams
+	err := params.Unmarshal(&messageParams)
+	if err != nil {
+		return types.ActionResult{}, fmt.Errorf("failed to unmarshal params: %w", err)
+	}
+
+	if s.chatID != 0 {
+		messageParams.ChatID = s.chatID
+	}
+
+	if messageParams.ChatID == 0 {
+		return types.ActionResult{}, fmt.Errorf("chat_id is required either in config or parameters")
+	}
+
+	if messageParams.Message == "" {
+		return types.ActionResult{}, fmt.Errorf("message is required")
+	}
+
+	// Split the message if it's too long
+	messages := xstrings.SplitParagraph(messageParams.Message, telegramMaxMessageLength)
+
+	if len(messages) == 0 {
+		return types.ActionResult{}, fmt.Errorf("empty message after splitting")
+	}
+
+	// Send each message part
+	for i, msg := range messages {
+		_, err = s.bot.SendMessage(ctx, &bot.SendMessageParams{
+			ChatID:    messageParams.ChatID,
+			Text:      msg,
+			ParseMode: models.ParseModeMarkdown,
+		})
+		if err != nil {
+			return types.ActionResult{}, fmt.Errorf("failed to send telegram message part %d: %w", i+1, err)
+		}
+	}
+
+	sharedState.ConversationTracker.AddMessage(fmt.Sprintf("telegram:%d", messageParams.ChatID), openai.ChatCompletionMessage{
+		Content: messageParams.Message,
+		Role:    "assistant",
+	})
+
+	return types.ActionResult{
+		Result: fmt.Sprintf("Message sent successfully to chat ID %d in %d parts", messageParams.ChatID, len(messages)),
+		Metadata: map[string]interface{}{
+			MetadataTelegramMessageSent: true,
+		},
+	}, nil
+}
+
+func (s *SendTelegramMessageRunner) Definition() types.ActionDefinition {
+
+	customName := "send_telegram_message"
+	if s.customName != "" {
+		customName = s.customName
+	}
+
+	customDescription := "Send a message to a Telegram user or group"
+	if s.customDescription != "" {
+		customDescription = s.customDescription
+	}
+
+	if s.chatID != 0 {
+		return types.ActionDefinition{
+			Name:        types.ActionDefinitionName(customName),
+			Description: customDescription,
+			Properties: map[string]jsonschema.Definition{
+				"message": {
+					Type:        jsonschema.String,
+					Description: "The message to send",
+				},
+			},
+			Required: []string{"message"},
+		}
+	}
+
+	return types.ActionDefinition{
+		Name:        types.ActionDefinitionName(customName),
+		Description: customDescription,
+		Properties: map[string]jsonschema.Definition{
+			"chat_id": {
+				Type:        jsonschema.Number,
+				Description: "The Telegram chat ID to send the message to (optional if configured in config)",
+			},
+			"message": {
+				Type:        jsonschema.String,
+				Description: "The message to send",
+			},
+		},
+		Required: []string{"message", "chat_id"},
+	}
+}
+
+func (s *SendTelegramMessageRunner) Plannable() bool {
+	return true
+}
+
+// SendTelegramMessageConfigMeta returns the metadata for Send Telegram Message action configuration fields
+func SendTelegramMessageConfigMeta() []config.Field {
+	return []config.Field{
+		{
+			Name:     "token",
+			Label:    "Telegram Token",
+			Type:     config.FieldTypeText,
+			Required: true,
+			HelpText: "Telegram bot token for sending messages",
+		},
+		{
+			Name:     "chat_id",
+			Label:    "Default Chat ID",
+			Type:     config.FieldTypeText,
+			Required: false,
+			HelpText: "Default Telegram chat ID to send messages to (can be overridden in parameters)",
+		},
+		{
+			Name:     "custom_name",
+			Label:    "Custom Name",
+			Type:     config.FieldTypeText,
+			Required: false,
+			HelpText: "Custom name for the action (optional, defaults to 'send_telegram_message')",
+		},
+		{
+			Name:     "custom_description",
+			Label:    "Custom Description",
+			Type:     config.FieldTypeText,
+			Required: false,
+			HelpText: "Custom description for the action (optional, defaults to 'Send a message to a Telegram user or group')",
+		},
+	}
+}

services/actions/shell.go

@@ -28,7 +28,7 @@ type ShellAction struct {
 	customDescription string
 }
 
-func (a *ShellAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (a *ShellAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Command string `json:"command"`
 		Host    string `json:"host"`

services/actions/twitter_post.go

@@ -22,7 +22,7 @@ type PostTweetAction struct {
 	noCharacterLimit bool
 }
 
-func (a *PostTweetAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (a *PostTweetAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Text string `json:"text"`
 	}{}

services/actions/wikipedia.go

@@ -15,7 +15,7 @@ func NewWikipedia(config map[string]string) *WikipediaAction {
 
 type WikipediaAction struct{}
 
-func (a *WikipediaAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+func (a *WikipediaAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Query string `json:"query"`
 	}{}

services/connectors.go

@@ -19,6 +19,7 @@ const (
 	ConnectorGithubIssues = "github-issues"
 	ConnectorGithubPRs    = "github-prs"
 	ConnectorTwitter      = "twitter"
+	ConnectorMatrix       = "matrix"
 )
 
 var AvailableConnectors = []string{
@@ -29,6 +30,7 @@ var AvailableConnectors = []string{
 	ConnectorGithubIssues,
 	ConnectorGithubPRs,
 	ConnectorTwitter,
+	ConnectorMatrix,
 }
 
 func Connectors(a *state.AgentConfig) []state.Connector {
@@ -66,6 +68,8 @@ func Connectors(a *state.AgentConfig) []state.Connector {
 				continue
 			}
 			conns = append(conns, cc)
+		case ConnectorMatrix:
+			conns = append(conns, connectors.NewMatrix(config))
 		}
 	}
 	return conns
@@ -108,5 +112,10 @@ func ConnectorsConfigMeta() []config.FieldGroup {
 			Label:  "Twitter",
 			Fields: connectors.TwitterConfigMeta(),
 		},
+		{
+			Name:   "matrix",
+			Label:  "Matrix",
+			Fields: connectors.MatrixConfigMeta(),
+		},
 	}
 }

services/connectors/discord.go

@@ -2,8 +2,8 @@ package connectors
 
 import (
 	"encoding/json"
+	"fmt"
 	"strings"
-	"time"
 
 	"github.com/bwmarrin/discordgo"
 	"github.com/mudler/LocalAGI/core/agent"
@@ -14,9 +14,8 @@ import (
 )
 
 type Discord struct {
-	token               string
+	token          string
-	defaultChannel      string
+	defaultChannel string
-	conversationTracker *ConversationTracker[string]
 }
 
 // NewDiscord creates a new Discord connector
@@ -25,15 +24,15 @@ type Discord struct {
 // - defaultChannel: Discord channel to always answer even if not mentioned
 func NewDiscord(config map[string]string) *Discord {
 
-	duration, err := time.ParseDuration(config["lastMessageDuration"])
+	token := config["token"]
-	if err != nil {
+
-		duration = 5 * time.Minute
+	if !strings.HasPrefix(token, "Bot ") {
+		token = "Bot " + token
 	}
 
 	return &Discord{
-		conversationTracker: NewConversationTracker[string](duration),
+		token:          token,
-		token:               config["token"],
+		defaultChannel: config["defaultChannel"],
-		defaultChannel:      config["defaultChannel"],
 	}
 }
 
@@ -151,12 +150,12 @@ func (d *Discord) handleThreadMessage(a *agent.Agent, s *discordgo.Session, m *d
 
 func (d *Discord) handleChannelMessage(a *agent.Agent, s *discordgo.Session, m *discordgo.MessageCreate) {
 
-	d.conversationTracker.AddMessage(m.ChannelID, openai.ChatCompletionMessage{
+	a.SharedState().ConversationTracker.AddMessage(fmt.Sprintf("discord:%s", m.ChannelID), openai.ChatCompletionMessage{
 		Role:    "user",
 		Content: m.Content,
 	})
 
-	conv := d.conversationTracker.GetConversation(m.ChannelID)
+	conv := a.SharedState().ConversationTracker.GetConversation(fmt.Sprintf("discord:%s", m.ChannelID))
 
 	jobResult := a.Ask(
 		types.WithConversationHistory(conv),
@@ -167,7 +166,7 @@ func (d *Discord) handleChannelMessage(a *agent.Agent, s *discordgo.Session, m *
 		return
 	}
 
-	d.conversationTracker.AddMessage(m.ChannelID, openai.ChatCompletionMessage{
+	a.SharedState().ConversationTracker.AddMessage(fmt.Sprintf("discord:%s", m.ChannelID), openai.ChatCompletionMessage{
 		Role:    "assistant",
 		Content: jobResult.Response,
 	})

services/connectors/irc.go

@@ -15,28 +15,22 @@ import (
 )
 
 type IRC struct {
-	server              string
+	server      string
-	port                string
+	port        string
-	nickname            string
+	nickname    string
-	channel             string
+	channel     string
-	conn                *irc.Connection
+	conn        *irc.Connection
-	alwaysReply         bool
+	alwaysReply bool
-	conversationTracker *ConversationTracker[string]
 }
 
 func NewIRC(config map[string]string) *IRC {
 
-	duration, err := time.ParseDuration(config["lastMessageDuration"])
-	if err != nil {
-		duration = 5 * time.Minute
-	}
 	return &IRC{
-		server:              config["server"],
+		server:      config["server"],
-		port:                config["port"],
+		port:        config["port"],
-		nickname:            config["nickname"],
+		nickname:    config["nickname"],
-		channel:             config["channel"],
+		channel:     config["channel"],
-		alwaysReply:         config["alwaysReply"] == "true",
+		alwaysReply: config["alwaysReply"] == "true",
-		conversationTracker: NewConversationTracker[string](duration),
 	}
 }
 
@@ -115,7 +109,7 @@ func (i *IRC) Start(a *agent.Agent) {
 		cleanedMessage := cleanUpMessage(message, i.nickname)
 
 		go func() {
-			conv := i.conversationTracker.GetConversation(channel)
+			conv := a.SharedState().ConversationTracker.GetConversation(fmt.Sprintf("irc:%s", channel))
 
 			conv = append(conv,
 				openai.ChatCompletionMessage{
@@ -125,7 +119,7 @@ func (i *IRC) Start(a *agent.Agent) {
 			)
 
 			// Update the conversation history
-			i.conversationTracker.AddMessage(channel, openai.ChatCompletionMessage{
+			a.SharedState().ConversationTracker.AddMessage(fmt.Sprintf("irc:%s", channel), openai.ChatCompletionMessage{
 				Content: cleanedMessage,
 				Role:    "user",
 			})
@@ -140,7 +134,7 @@ func (i *IRC) Start(a *agent.Agent) {
 			}
 
 			// Update the conversation history
-			i.conversationTracker.AddMessage(channel, openai.ChatCompletionMessage{
+			a.SharedState().ConversationTracker.AddMessage(fmt.Sprintf("irc:%s", channel), openai.ChatCompletionMessage{
 				Content: res.Response,
 				Role:    "assistant",
 			})
@@ -209,7 +203,7 @@ func (i *IRC) Start(a *agent.Agent) {
 	// Start the IRC client in a goroutine
 	go i.conn.Loop()
 	go func() {
-		select  {
+		select {
 		case <-a.Context().Done():
 			i.conn.Quit()
 			return
@@ -249,11 +243,5 @@ func IRCConfigMeta() []config.Field {
 			Label: "Always Reply",
 			Type:  config.FieldTypeCheckbox,
 		},
-		{
-			Name:         "lastMessageDuration",
-			Label:        "Last Message Duration",
-			Type:         config.FieldTypeText,
-			DefaultValue: "5m",
-		},
 	}
 }

services/connectors/matrix.go

@@ -0,0 +1,304 @@
+package connectors
+
+import (
+	"context"
+	"fmt"
+	"sync"
+	"time"
+
+	"github.com/mudler/LocalAGI/core/agent"
+	"github.com/mudler/LocalAGI/core/types"
+	"github.com/mudler/LocalAGI/pkg/config"
+	"github.com/mudler/LocalAGI/pkg/xlog"
+	"github.com/sashabaranov/go-openai"
+	"maunium.net/go/mautrix"
+	"maunium.net/go/mautrix/event"
+	"maunium.net/go/mautrix/id"
+)
+
+type Matrix struct {
+	homeserverURL string
+	userID        string
+	accessToken   string
+	roomID        string
+	roomMode      bool
+
+	// To track placeholder messages
+	placeholders     map[string]string // map[jobUUID]messageID
+	placeholderMutex sync.RWMutex
+	client           *mautrix.Client
+
+	// Track active jobs for cancellation
+	activeJobs      map[string][]*types.Job // map[roomID]bool to track if a room has active processing
+	activeJobsMutex sync.RWMutex
+}
+
+const matrixThinkingMessage = "🤔 thinking..."
+
+func NewMatrix(config map[string]string) *Matrix {
+
+	return &Matrix{
+		homeserverURL: config["homeserverURL"],
+		userID:        config["userID"],
+		accessToken:   config["accessToken"],
+		roomID:        config["roomID"],
+		roomMode:      config["roomMode"] == "true",
+		placeholders:  make(map[string]string),
+		activeJobs:    make(map[string][]*types.Job),
+	}
+}
+
+func (m *Matrix) AgentResultCallback() func(state types.ActionState) {
+	return func(state types.ActionState) {
+		// Mark the job as completed when we get the final result
+		if state.ActionCurrentState.Job != nil && state.ActionCurrentState.Job.Metadata != nil {
+			if room, ok := state.ActionCurrentState.Job.Metadata["room"].(string); ok && room != "" {
+				m.activeJobsMutex.Lock()
+				delete(m.activeJobs, room)
+				m.activeJobsMutex.Unlock()
+			}
+		}
+	}
+}
+
+func (m *Matrix) AgentReasoningCallback() func(state types.ActionCurrentState) bool {
+	return func(state types.ActionCurrentState) bool {
+		// Check if we have a placeholder message for this job
+		m.placeholderMutex.RLock()
+		msgID, exists := m.placeholders[state.Job.UUID]
+		room := ""
+		if state.Job.Metadata != nil {
+			if r, ok := state.Job.Metadata["room"].(string); ok {
+				room = r
+			}
+		}
+		m.placeholderMutex.RUnlock()
+
+		if !exists || msgID == "" || room == "" || m.client == nil {
+			return true // Skip if we don't have a message to update
+		}
+
+		thought := matrixThinkingMessage + "\n\n"
+		if state.Reasoning != "" {
+			thought += "Current thought process:\n" + state.Reasoning
+		}
+
+		// Update the placeholder message with the current reasoning
+		_, err := m.client.SendText(context.Background(), id.RoomID(room), thought)
+		if err != nil {
+			xlog.Error(fmt.Sprintf("Error updating reasoning message: %v", err))
+		}
+		return true
+	}
+}
+
+// cancelActiveJobForRoom cancels any active job for the given room
+func (m *Matrix) cancelActiveJobForRoom(roomID string) {
+	m.activeJobsMutex.RLock()
+	ctxs, exists := m.activeJobs[roomID]
+	m.activeJobsMutex.RUnlock()
+
+	if exists {
+		xlog.Info(fmt.Sprintf("Cancelling active job for room: %s", roomID))
+
+		// Mark the job as inactive
+		m.activeJobsMutex.Lock()
+		for _, c := range ctxs {
+			c.Cancel()
+		}
+		delete(m.activeJobs, roomID)
+		m.activeJobsMutex.Unlock()
+	}
+}
+
+func (m *Matrix) handleRoomMessage(a *agent.Agent, evt *event.Event) {
+	if m.roomID != evt.RoomID.String() && m.roomMode { // If we have a roomID and it's not the same as the event room
+		// Skip messages from other rooms
+		xlog.Info("Skipping reply to room", evt.RoomID, m.roomID)
+		return
+	}
+
+	if evt.Sender == id.UserID(m.userID) {
+		// Skip messages from ourselves
+		return
+	}
+
+	// Skip if message does not mention the bot
+	mentioned := false
+	if evt.Content.AsMessage().Mentions != nil {
+		for _, mention := range evt.Content.AsMessage().Mentions.UserIDs {
+			if mention == m.client.UserID {
+				mentioned = true
+				break
+			}
+		}
+	}
+
+	if !mentioned && !m.roomMode {
+		xlog.Info("Skipping reply because it does not mention the bot", evt.RoomID, m.roomID)
+		return
+	}
+
+	// Cancel any active job for this room before starting a new one
+	m.cancelActiveJobForRoom(evt.RoomID.String())
+
+	currentConv := a.SharedState().ConversationTracker.GetConversation(fmt.Sprintf("matrix:%s", evt.RoomID.String()))
+
+	message := evt.Content.AsMessage().Body
+
+	go func() {
+		agentOptions := []types.JobOption{
+			types.WithUUID(evt.ID.String()),
+		}
+
+		currentConv = append(currentConv, openai.ChatCompletionMessage{
+			Role:    "user",
+			Content: message,
+		})
+
+		a.SharedState().ConversationTracker.AddMessage(
+			fmt.Sprintf("matrix:%s", evt.RoomID.String()), currentConv[len(currentConv)-1],
+		)
+
+		agentOptions = append(agentOptions, types.WithConversationHistory(currentConv))
+
+		// Add room to metadata for tracking
+		metadata := map[string]interface{}{
+			"room": evt.RoomID.String(),
+		}
+		agentOptions = append(agentOptions, types.WithMetadata(metadata))
+
+		job := types.NewJob(agentOptions...)
+
+		// Mark this room as having an active job
+		m.activeJobsMutex.Lock()
+		m.activeJobs[evt.RoomID.String()] = append(m.activeJobs[evt.RoomID.String()], job)
+		m.activeJobsMutex.Unlock()
+
+		defer func() {
+			// Mark job as complete
+			m.activeJobsMutex.Lock()
+			job.Cancel()
+			for i, j := range m.activeJobs[evt.RoomID.String()] {
+				if j.UUID == job.UUID {
+					m.activeJobs[evt.RoomID.String()] = append(m.activeJobs[evt.RoomID.String()][:i], m.activeJobs[evt.RoomID.String()][i+1:]...)
+					break
+				}
+			}
+			m.activeJobsMutex.Unlock()
+		}()
+
+		res := a.Ask(
+			agentOptions...,
+		)
+
+		if res.Response == "" {
+			xlog.Debug(fmt.Sprintf("Empty response from agent"))
+			return
+		}
+
+		if res.Error != nil {
+			xlog.Error(fmt.Sprintf("Error from agent: %v", res.Error))
+			return
+		}
+
+		a.SharedState().ConversationTracker.AddMessage(
+			fmt.Sprintf("matrix:%s", evt.RoomID.String()), openai.ChatCompletionMessage{
+				Role:    "assistant",
+				Content: res.Response,
+			},
+		)
+
+		// Send the response to the room
+		_, err := m.client.SendText(context.Background(), evt.RoomID, res.Response)
+		if err != nil {
+			xlog.Error(fmt.Sprintf("Error sending message: %v", err))
+		}
+	}()
+}
+
+func (m *Matrix) Start(a *agent.Agent) {
+	// Create Matrix client
+	client, err := mautrix.NewClient(m.homeserverURL, id.UserID(m.userID), m.accessToken)
+	if err != nil {
+		xlog.Error(fmt.Sprintf("Error creating Matrix client: %v", err))
+		return
+	}
+	xlog.Info("Matrix client created")
+	m.client = client
+
+	// Set up event handler
+	syncer := client.Syncer.(*mautrix.DefaultSyncer)
+	syncer.OnEventType(event.EventMessage, func(ctx context.Context, evt *event.Event) {
+		xlog.Info("Received message", evt.Content.AsMessage().Body)
+		m.handleRoomMessage(a, evt)
+	})
+
+	syncer.OnEventType(event.StateMember, func(ctx context.Context, evt *event.Event) {
+		if evt.GetStateKey() == client.UserID.String() && evt.Content.AsMember().Membership == event.MembershipInvite {
+			_, err := client.JoinRoomByID(ctx, evt.RoomID)
+			if err != nil {
+				xlog.Error(fmt.Sprintf("Error joining room: %v", err))
+			}
+			xlog.Info(fmt.Sprintf("Joined room: %s (%s)", evt.RoomID.String(), evt.RoomID.URI()))
+		}
+	})
+
+	syncer.OnEventType(event.EventEncrypted, func(ctx context.Context, evt *event.Event) {
+		xlog.Info("Received encrypted message, this does not work yet", evt.RoomID.String())
+		//m.handleRoomMessage(a, evt)
+	})
+
+	// Start syncing
+	go func() {
+		for {
+			err := client.SyncWithContext(a.Context())
+
+			xlog.Info("Syncing")
+			if err != nil {
+				xlog.Error(fmt.Sprintf("Error syncing: %v", err))
+				time.Sleep(5 * time.Second)
+			}
+		}
+	}()
+
+	// Handle shutdown
+	go func() {
+		<-a.Context().Done()
+		client.StopSync()
+	}()
+}
+
+// MatrixConfigMeta returns the metadata for Matrix connector configuration fields
+func MatrixConfigMeta() []config.Field {
+	return []config.Field{
+		{
+			Name:     "homeserverURL",
+			Label:    "Homeserver URL",
+			Type:     config.FieldTypeText,
+			Required: true,
+		},
+		{
+			Name:     "userID",
+			Label:    "User ID",
+			Type:     config.FieldTypeText,
+			Required: true,
+		},
+		{
+			Name:     "accessToken",
+			Label:    "Access Token",
+			Type:     config.FieldTypeText,
+			Required: true,
+		},
+		{
+			Name:  "roomID",
+			Label: "Room ID",
+			Type:  config.FieldTypeText,
+		},
+		{
+			Name:  "roomMode",
+			Label: "Room Mode",
+			Type:  config.FieldTypeCheckbox,
+		},
+	}
+}

services/connectors/slack.go

@@ -8,7 +8,6 @@ import (
 	"os"
 	"strings"
 	"sync"
-	"time"
 
 	"github.com/mudler/LocalAGI/pkg/config"
 	"github.com/mudler/LocalAGI/pkg/localoperator"
@@ -42,27 +41,19 @@ type Slack struct {
 	// Track active jobs for cancellation
 	activeJobs      map[string][]*types.Job // map[channelID]bool to track if a channel has active processing
 	activeJobsMutex sync.RWMutex
-
-	conversationTracker *ConversationTracker[string]
 }
 
 const thinkingMessage = ":hourglass: thinking..."
 
 func NewSlack(config map[string]string) *Slack {
 
-	duration, err := time.ParseDuration(config["lastMessageDuration"])
-	if err != nil {
-		duration = 5 * time.Minute
-	}
-
 	return &Slack{
-		appToken:            config["appToken"],
+		appToken:     config["appToken"],
-		botToken:            config["botToken"],
+		botToken:     config["botToken"],
-		channelID:           config["channelID"],
+		channelID:    config["channelID"],
-		channelMode:         config["channelMode"] == "true",
+		channelMode:  config["channelMode"] == "true",
-		conversationTracker: NewConversationTracker[string](duration),
+		placeholders: make(map[string]string),
-		placeholders:        make(map[string]string),
+		activeJobs:   make(map[string][]*types.Job),
-		activeJobs:          make(map[string][]*types.Job),
 	}
 }
 
@@ -140,16 +131,6 @@ func cleanUpUsernameFromMessage(message string, b *slack.AuthTestResponse) strin
 	return cleaned
 }
 
-func extractUserIDsFromMessage(message string) []string {
-	var userIDs []string
-	for _, part := range strings.Split(message, " ") {
-		if strings.HasPrefix(part, "<@") && strings.HasSuffix(part, ">") {
-			userIDs = append(userIDs, strings.TrimPrefix(strings.TrimSuffix(part, ">"), "<@"))
-		}
-	}
-	return userIDs
-}
-
 func replaceUserIDsWithNamesInMessage(api *slack.Client, message string) string {
 	for _, part := range strings.Split(message, " ") {
 		if strings.HasPrefix(part, "<@") && strings.HasSuffix(part, ">") {
@@ -279,7 +260,7 @@ func (t *Slack) handleChannelMessage(
 	// Cancel any active job for this channel before starting a new one
 	t.cancelActiveJobForChannel(ev.Channel)
 
-	currentConv := t.conversationTracker.GetConversation(t.channelID)
+	currentConv := a.SharedState().ConversationTracker.GetConversation(fmt.Sprintf("slack:%s", t.channelID))
 
 	message := replaceUserIDsWithNamesInMessage(api, cleanUpUsernameFromMessage(ev.Text, b))
 
@@ -323,8 +304,8 @@ func (t *Slack) handleChannelMessage(
 			})
 		}
 
-		t.conversationTracker.AddMessage(
+		a.SharedState().ConversationTracker.AddMessage(
-			t.channelID, currentConv[len(currentConv)-1],
+			fmt.Sprintf("slack:%s", t.channelID), currentConv[len(currentConv)-1],
 		)
 
 		agentOptions = append(agentOptions, types.WithConversationHistory(currentConv))
@@ -370,14 +351,14 @@ func (t *Slack) handleChannelMessage(
 			return
 		}
 
-		t.conversationTracker.AddMessage(
+		a.SharedState().ConversationTracker.AddMessage(
-			t.channelID, openai.ChatCompletionMessage{
+			fmt.Sprintf("slack:%s", t.channelID), openai.ChatCompletionMessage{
 				Role:    "assistant",
 				Content: res.Response,
 			},
 		)
 
-		xlog.Debug("After adding message to conversation tracker", "conversation", t.conversationTracker.GetConversation(t.channelID))
+		xlog.Debug("After adding message to conversation tracker", "conversation", a.SharedState().ConversationTracker.GetConversation(fmt.Sprintf("slack:%s", t.channelID)))
 
 		//res.Response = githubmarkdownconvertergo.Slack(res.Response)
 
@@ -752,6 +733,13 @@ func (t *Slack) Start(a *agent.Agent) {
 			if err != nil {
 				xlog.Error(fmt.Sprintf("Error posting message: %v", err))
 			}
+			a.SharedState().ConversationTracker.AddMessage(
+				fmt.Sprintf("slack:%s", t.channelID),
+				openai.ChatCompletionMessage{
+					Content: ccm.Content,
+					Role:    "assistant",
+				},
+			)
 		})
 	}
 
@@ -835,11 +823,5 @@ func SlackConfigMeta() []config.Field {
 			Label: "Always Reply",
 			Type:  config.FieldTypeCheckbox,
 		},
-		{
-			Name:         "lastMessageDuration",
-			Label:        "Last Message Duration",
-			Type:         config.FieldTypeText,
-			DefaultValue: "5m",
-		},
 	}
 }

services/connectors/telegram.go

@@ -1,143 +1,377 @@
 package connectors
 
 import (
+	"bytes"
 	"context"
+	"encoding/base64"
 	"errors"
+	"fmt"
+	"io"
 	"net/http"
 	"os"
 	"os/signal"
 	"slices"
 	"strings"
-	"time"
+	"sync"
 
 	"github.com/go-telegram/bot"
 	"github.com/go-telegram/bot/models"
 	"github.com/mudler/LocalAGI/core/agent"
 	"github.com/mudler/LocalAGI/core/types"
 	"github.com/mudler/LocalAGI/pkg/config"
+	"github.com/mudler/LocalAGI/pkg/localoperator"
 	"github.com/mudler/LocalAGI/pkg/xlog"
 	"github.com/mudler/LocalAGI/pkg/xstrings"
 	"github.com/mudler/LocalAGI/services/actions"
 	"github.com/sashabaranov/go-openai"
 )
 
+const telegramThinkingMessage = "🤔 thinking..."
+const telegramMaxMessageLength = 3000
+
 type Telegram struct {
 	Token string
 	bot   *bot.Bot
 	agent *agent.Agent
 
-	currentconversation map[int64][]openai.ChatCompletionMessage
-	lastMessageTime     map[int64]time.Time
-	lastMessageDuration time.Duration
-
 	admins []string
 
-	conversationTracker *ConversationTracker[int64]
+	// To track placeholder messages
+	placeholders     map[string]int // map[jobUUID]messageID
+	placeholderMutex sync.RWMutex
+
+	// Track active jobs for cancellation
+	activeJobs      map[int64][]*types.Job // map[chatID]bool to track if a chat has active processing
+	activeJobsMutex sync.RWMutex
+
+	channelID string
 }
 
 // Send any text message to the bot after the bot has been started
 
 func (t *Telegram) AgentResultCallback() func(state types.ActionState) {
 	return func(state types.ActionState) {
-		t.bot.SetMyDescription(t.agent.Context(), &bot.SetMyDescriptionParams{
+		// Mark the job as completed when we get the final result
-			Description: state.Reasoning,
+		if state.ActionCurrentState.Job != nil && state.ActionCurrentState.Job.Metadata != nil {
-		})
+			if chatID, ok := state.ActionCurrentState.Job.Metadata["chatID"].(int64); ok && chatID != 0 {
+				t.activeJobsMutex.Lock()
+				delete(t.activeJobs, chatID)
+				t.activeJobsMutex.Unlock()
+			}
+		}
 	}
 }
 
 func (t *Telegram) AgentReasoningCallback() func(state types.ActionCurrentState) bool {
 	return func(state types.ActionCurrentState) bool {
-		t.bot.SetMyDescription(t.agent.Context(), &bot.SetMyDescriptionParams{
+		// Check if we have a placeholder message for this job
-			Description: state.Reasoning,
+		t.placeholderMutex.RLock()
+		msgID, exists := t.placeholders[state.Job.UUID]
+		chatID := int64(0)
+		if state.Job.Metadata != nil {
+			if ch, ok := state.Job.Metadata["chatID"].(int64); ok {
+				chatID = ch
+			}
+		}
+		t.placeholderMutex.RUnlock()
+
+		if !exists || msgID == 0 || chatID == 0 || t.bot == nil {
+			return true // Skip if we don't have a message to update
+		}
+
+		thought := telegramThinkingMessage + "\n\n"
+		if state.Reasoning != "" {
+			thought += "Current thought process:\n" + state.Reasoning
+		}
+
+		// Update the placeholder message with the current reasoning
+		_, err := t.bot.EditMessageText(t.agent.Context(), &bot.EditMessageTextParams{
+			ChatID:    chatID,
+			MessageID: msgID,
+			Text:      thought,
 		})
+		if err != nil {
+			xlog.Error("Error updating reasoning message", "error", err)
+		}
 		return true
 	}
 }
 
+// cancelActiveJobForChat cancels any active job for the given chat
+func (t *Telegram) cancelActiveJobForChat(chatID int64) {
+	t.activeJobsMutex.RLock()
+	ctxs, exists := t.activeJobs[chatID]
+	t.activeJobsMutex.RUnlock()
+
+	if exists {
+		xlog.Info("Cancelling active job for chat", "chatID", chatID)
+
+		// Mark the job as inactive
+		t.activeJobsMutex.Lock()
+		for _, c := range ctxs {
+			c.Cancel()
+		}
+		delete(t.activeJobs, chatID)
+		t.activeJobsMutex.Unlock()
+	}
+}
+
+// sendImageToTelegram downloads and sends an image to Telegram
+func sendImageToTelegram(ctx context.Context, b *bot.Bot, chatID int64, url string) error {
+	resp, err := http.Get(url)
+	if err != nil {
+		return fmt.Errorf("error downloading image: %w", err)
+	}
+	defer resp.Body.Close()
+
+	// Read the entire body into memory
+	bodyBytes, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return fmt.Errorf("error reading image body: %w", err)
+	}
+
+	// Send image with caption
+	_, err = b.SendPhoto(ctx, &bot.SendPhotoParams{
+		ChatID: chatID,
+		Photo: &models.InputFileUpload{
+			Filename: "image.jpg",
+			Data:     bytes.NewReader(bodyBytes),
+		},
+		Caption: "Generated image",
+	})
+	if err != nil {
+		return fmt.Errorf("error sending photo: %w", err)
+	}
+
+	return nil
+}
+
+// handleMultimediaContent processes and sends multimedia content from the agent's response
+func (t *Telegram) handleMultimediaContent(ctx context.Context, chatID int64, res *types.JobResult) ([]string, error) {
+	var urls []string
+
+	for _, state := range res.State {
+		// Collect URLs from search action
+		if urlList, exists := state.Metadata[actions.MetadataUrls]; exists {
+			urls = append(urls, xstrings.UniqueSlice(urlList.([]string))...)
+		}
+
+		// Handle images from gen image actions
+		if imagesUrls, exists := state.Metadata[actions.MetadataImages]; exists {
+			for _, url := range xstrings.UniqueSlice(imagesUrls.([]string)) {
+				xlog.Debug("Sending photo", "url", url)
+				if err := sendImageToTelegram(ctx, t.bot, chatID, url); err != nil {
+					xlog.Error("Error handling image", "error", err)
+				}
+			}
+		}
+
+		// Handle browser agent screenshots
+		if history, exists := state.Metadata[actions.MetadataBrowserAgentHistory]; exists {
+			if historyStruct, ok := history.(*localoperator.StateHistory); ok {
+				state := historyStruct.States[len(historyStruct.States)-1]
+				if state.Screenshot != "" {
+					// Decode base64 screenshot
+					screenshotData, err := base64.StdEncoding.DecodeString(state.Screenshot)
+					if err != nil {
+						xlog.Error("Error decoding screenshot", "error", err)
+						continue
+					}
+
+					// Send screenshot with caption
+					_, err = t.bot.SendPhoto(ctx, &bot.SendPhotoParams{
+						ChatID: chatID,
+						Photo: &models.InputFileUpload{
+							Filename: "screenshot.png",
+							Data:     bytes.NewReader(screenshotData),
+						},
+						Caption: "Browser Agent Screenshot",
+					})
+					if err != nil {
+						xlog.Error("Error sending screenshot", "error", err)
+					}
+				}
+			}
+		}
+	}
+
+	return urls, nil
+}
+
+// formatResponseWithURLs formats the response text and creates message entities for URLs
+func formatResponseWithURLs(response string, urls []string) string {
+	finalResponse := response
+	if len(urls) > 0 {
+		finalResponse += "\n\nReferences:\n"
+		for i, url := range urls {
+			finalResponse += fmt.Sprintf("🔗 %d. %s\n", i+1, url)
+		}
+	}
+
+	return bot.EscapeMarkdown(finalResponse)
+}
+
 func (t *Telegram) handleUpdate(ctx context.Context, b *bot.Bot, a *agent.Agent, update *models.Update) {
 	username := update.Message.From.Username
 
+	xlog.Debug("Received message from user", "username", username, "chatID", update.Message.Chat.ID, "message", update.Message.Text)
+
+	internalError := func(err error, msg *models.Message) {
+		xlog.Error("Error updating final message", "error", err)
+		b.EditMessageText(ctx, &bot.EditMessageTextParams{
+			ChatID:    update.Message.Chat.ID,
+			MessageID: msg.ID,
+			Text:      "there was an internal error. try again!",
+		})
+	}
 	if len(t.admins) > 0 && !slices.Contains(t.admins, username) {
 		xlog.Info("Unauthorized user", "username", username)
+		_, err := b.SendMessage(ctx, &bot.SendMessageParams{
+			ChatID: update.Message.Chat.ID,
+			Text:   "you are not authorized to use this bot!",
+		})
+		if err != nil {
+			xlog.Error("Error sending unauthorized message", "error", err)
+		}
 		return
 	}
 
-	currentConv := t.conversationTracker.GetConversation(update.Message.From.ID)
+	// Cancel any active job for this chat before starting a new one
+	t.cancelActiveJobForChat(update.Message.Chat.ID)
+
+	currentConv := a.SharedState().ConversationTracker.GetConversation(fmt.Sprintf("telegram:%d", update.Message.From.ID))
 	currentConv = append(currentConv, openai.ChatCompletionMessage{
 		Content: update.Message.Text,
 		Role:    "user",
 	})
 
-	t.conversationTracker.AddMessage(
+	a.SharedState().ConversationTracker.AddMessage(
-		update.Message.From.ID,
+		fmt.Sprintf("telegram:%d", update.Message.From.ID),
 		openai.ChatCompletionMessage{
 			Content: update.Message.Text,
 			Role:    "user",
 		},
 	)
 
-	xlog.Info("New message", "username", username, "conversation", currentConv)
+	// Send initial placeholder message
-	res := a.Ask(
+	msg, err := b.SendMessage(ctx, &bot.SendMessageParams{
-		types.WithConversationHistory(currentConv),
+		ChatID:    update.Message.Chat.ID,
-	)
+		Text:      bot.EscapeMarkdown(telegramThinkingMessage),
-
+		ParseMode: models.ParseModeMarkdown,
-	xlog.Debug("Response", "response", res.Response)
+	})
-
+	if err != nil {
-	if res.Response == "" {
+		xlog.Error("Error sending initial message", "error", err)
-		xlog.Error("Empty response from agent")
 		return
 	}
 
-	t.conversationTracker.AddMessage(
+	// Store the UUID->placeholder message mapping
-		update.Message.From.ID,
+	jobUUID := fmt.Sprintf("%d", msg.ID)
+
+	t.placeholderMutex.Lock()
+	t.placeholders[jobUUID] = msg.ID
+	t.placeholderMutex.Unlock()
+
+	// Add chat ID to metadata for tracking
+	metadata := map[string]interface{}{
+		"chatID": update.Message.Chat.ID,
+	}
+
+	// Create a new job with the conversation history and metadata
+	job := types.NewJob(
+		types.WithConversationHistory(currentConv),
+		types.WithUUID(jobUUID),
+		types.WithMetadata(metadata),
+	)
+
+	// Mark this chat as having an active job
+	t.activeJobsMutex.Lock()
+	t.activeJobs[update.Message.Chat.ID] = append(t.activeJobs[update.Message.Chat.ID], job)
+	t.activeJobsMutex.Unlock()
+
+	defer func() {
+		// Mark job as complete
+		t.activeJobsMutex.Lock()
+		job.Cancel()
+		for i, j := range t.activeJobs[update.Message.Chat.ID] {
+			if j.UUID == job.UUID {
+				t.activeJobs[update.Message.Chat.ID] = append(t.activeJobs[update.Message.Chat.ID][:i], t.activeJobs[update.Message.Chat.ID][i+1:]...)
+				break
+			}
+		}
+		t.activeJobsMutex.Unlock()
+
+		// Clean up the placeholder map
+		t.placeholderMutex.Lock()
+		delete(t.placeholders, jobUUID)
+		t.placeholderMutex.Unlock()
+	}()
+
+	res := a.Ask(
+		types.WithConversationHistory(currentConv),
+		types.WithUUID(jobUUID),
+		types.WithMetadata(metadata),
+	)
+
+	if res.Response == "" {
+		xlog.Error("Empty response from agent")
+		_, err := b.EditMessageText(ctx, &bot.EditMessageTextParams{
+			ChatID:    update.Message.Chat.ID,
+			MessageID: msg.ID,
+			Text:      "there was an internal error. try again!",
+		})
+		if err != nil {
+			xlog.Error("Error updating error message", "error", err)
+		}
+		return
+	}
+
+	a.SharedState().ConversationTracker.AddMessage(
+		fmt.Sprintf("telegram:%d", update.Message.From.ID),
 		openai.ChatCompletionMessage{
 			Content: res.Response,
 			Role:    "assistant",
 		},
 	)
 
-	xlog.Debug("Sending message back to telegram", "response", res.Response)
+	// Handle any multimedia content in the response and collect URLs
-
+	urls, err := t.handleMultimediaContent(ctx, update.Message.Chat.ID, res)
-	for _, res := range res.State {
+	if err != nil {
-		// coming from the search action
+		xlog.Error("Error handling multimedia content", "error", err)
-		// if urls, exists := res.Metadata[actions.MetadataUrls]; exists {
-		// 	for _, url := range uniqueStringSlice(urls.([]string)) {
-
-		// 	}
-		// }
-
-		// coming from the gen image actions
-		if imagesUrls, exists := res.Metadata[actions.MetadataImages]; exists {
-			for _, url := range xstrings.UniqueSlice(imagesUrls.([]string)) {
-				xlog.Debug("Sending photo", "url", url)
-
-				resp, err := http.Get(url)
-				if err != nil {
-					xlog.Error("Error downloading image", "error", err.Error())
-					continue
-				}
-				defer resp.Body.Close()
-				_, err = b.SendPhoto(ctx, &bot.SendPhotoParams{
-					ChatID: update.Message.Chat.ID,
-					Photo: &models.InputFileUpload{
-						Filename: "image.jpg",
-						Data:     resp.Body,
-					},
-				})
-				if err != nil {
-					xlog.Error("Error sending photo", "error", err.Error())
-				}
-			}
-		}
-
 	}
-	_, err := b.SendMessage(ctx, &bot.SendMessageParams{
+
-		//	ParseMode: models.ParseModeMarkdown,
+	// Update the message with the final response
-		ChatID: update.Message.Chat.ID,
+	formattedResponse := formatResponseWithURLs(res.Response, urls)
-		Text:   res.Response,
+
+	// Split the message if it's too long
+	messages := xstrings.SplitParagraph(formattedResponse, telegramMaxMessageLength)
+
+	if len(messages) == 0 {
+		internalError(errors.New("empty response from agent"), msg)
+		return
+	}
+
+	// Update the first message
+	_, err = b.EditMessageText(ctx, &bot.EditMessageTextParams{
+		ChatID:    update.Message.Chat.ID,
+		MessageID: msg.ID,
+		Text:      messages[0],
+		ParseMode: models.ParseModeMarkdown,
 	})
 	if err != nil {
-		xlog.Error("Error sending message", "error", err)
+		internalError(fmt.Errorf("internal error: %w", err), msg)
+		return
+	}
+
+	// Send additional chunks as new messages
+	for i := 1; i < len(messages); i++ {
+		_, err = b.SendMessage(ctx, &bot.SendMessageParams{
+			ChatID:    update.Message.Chat.ID,
+			Text:      messages[i],
+			ParseMode: models.ParseModeMarkdown,
+		})
+		if err != nil {
+			internalError(fmt.Errorf("internal error: %w", err), msg)
+		}
 	}
 }
 
@@ -163,18 +397,42 @@ func (t *Telegram) Start(a *agent.Agent) {
 
 	b, err := bot.New(t.Token, opts...)
 	if err != nil {
-		panic(err)
+		xlog.Error("Error creating bot", "error", err)
+		return
 	}
 
 	t.bot = b
 	t.agent = a
 
 	// go func() {
-	// 	for m := range a.ConversationChannel() {
+	// 	forc m := range a.ConversationChannel() {
 	// 		t.handleNewMessage(ctx, b, m)
 	// 	}
 	// }()
 
+	if t.channelID != "" {
+		// handle new conversations
+		a.AddSubscriber(func(ccm openai.ChatCompletionMessage) {
+			xlog.Debug("Subscriber(telegram)", "message", ccm.Content)
+			_, err := b.SendMessage(ctx, &bot.SendMessageParams{
+				ChatID: t.channelID,
+				Text:   ccm.Content,
+			})
+			if err != nil {
+				xlog.Error("Error sending message", "error", err)
+				return
+			}
+
+			t.agent.SharedState().ConversationTracker.AddMessage(
+				fmt.Sprintf("telegram:%s", t.channelID),
+				openai.ChatCompletionMessage{
+					Content: ccm.Content,
+					Role:    "assistant",
+				},
+			)
+		})
+	}
+
 	b.Start(ctx)
 }
 
@@ -184,11 +442,6 @@ func NewTelegramConnector(config map[string]string) (*Telegram, error) {
 		return nil, errors.New("token is required")
 	}
 
-	duration, err := time.ParseDuration(config["lastMessageDuration"])
-	if err != nil {
-		duration = 5 * time.Minute
-	}
-
 	admins := []string{}
 
 	if _, ok := config["admins"]; ok {
@@ -196,12 +449,11 @@ func NewTelegramConnector(config map[string]string) (*Telegram, error) {
 	}
 
 	return &Telegram{
-		Token:               token,
+		Token:        token,
-		lastMessageDuration: duration,
+		admins:       admins,
-		admins:              admins,
+		placeholders: make(map[string]int),
-		currentconversation: map[int64][]openai.ChatCompletionMessage{},
+		activeJobs:   make(map[int64][]*types.Job),
-		lastMessageTime:     map[int64]time.Time{},
+		channelID:    config["channel_id"],
-		conversationTracker: NewConversationTracker[int64](duration),
 	}, nil
 }
 
@@ -221,10 +473,10 @@ func TelegramConfigMeta() []config.Field {
 			HelpText: "Comma-separated list of Telegram usernames that are allowed to interact with the bot",
 		},
 		{
-			Name:         "lastMessageDuration",
+			Name:     "channel_id",
-			Label:        "Last Message Duration",
+			Label:    "Channel ID",
-			Type:         config.FieldTypeText,
+			Type:     config.FieldTypeText,
-			DefaultValue: "5m",
+			HelpText: "Telegram channel ID to send messages to if the agent needs to initiate a conversation",
 		},
 	}
 }

services/filters.go

@@ -0,0 +1,44 @@
+package services
+
+import (
+	"github.com/mudler/LocalAGI/core/state"
+	"github.com/mudler/LocalAGI/core/types"
+	"github.com/mudler/LocalAGI/pkg/config"
+	"github.com/mudler/LocalAGI/pkg/xlog"
+	"github.com/mudler/LocalAGI/services/filters"
+)
+
+func Filters(a *state.AgentConfig) types.JobFilters {
+	var result []types.JobFilter
+	for _, f := range a.Filters {
+		var filter types.JobFilter
+		var err error
+		switch f.Type {
+		case filters.FilterRegex:
+			filter, err = filters.NewRegexFilter(f.Config)
+			if err != nil {
+				xlog.Error("Failed to configure regex", "err", err.Error())
+				continue
+			}
+		case filters.FilterClassifier:
+			filter, err = filters.NewClassifierFilter(f.Config, a)
+			if err != nil {
+				xlog.Error("failed to configure classifier", "err", err.Error())
+				continue
+			}
+		default:
+			xlog.Error("Unrecognized filter type", "type", f.Type)
+			continue
+		}
+		result = append(result, filter)
+	}
+	return result
+}
+
+// FiltersConfigMeta returns all filter config metas for UI.
+func FiltersConfigMeta() []config.FieldGroup {
+	return []config.FieldGroup{
+		filters.RegexFilterConfigMeta(),
+		filters.ClassifierFilterConfigMeta(),
+	}
+}

services/filters/classifier.go

@@ -0,0 +1,120 @@
+package filters
+
+import (
+	"encoding/json"
+	"fmt"
+
+	"github.com/mudler/LocalAGI/core/state"
+	"github.com/mudler/LocalAGI/core/types"
+	"github.com/mudler/LocalAGI/pkg/config"
+	"github.com/mudler/LocalAGI/pkg/llm"
+	"github.com/sashabaranov/go-openai/jsonschema"
+)
+
+const FilterClassifier = "classifier"
+
+type ClassifierFilter struct {
+	name         string
+	client       llm.LLMClient
+	model        string
+	description  string
+	allowOnMatch bool
+	isTrigger    bool
+}
+
+type ClassifierFilterConfig struct {
+	Name         string `json:"name"`
+	Model        string `json:"model,omitempty"`
+	APIURL       string `json:"api_url,omitempty"`
+	Description  string `json:"description"`
+	AllowOnMatch bool   `json:"allow_on_match"`
+	IsTrigger    bool   `json:"is_trigger"`
+}
+
+func NewClassifierFilter(configJSON string, a *state.AgentConfig) (*ClassifierFilter, error) {
+	var cfg ClassifierFilterConfig
+	if err := json.Unmarshal([]byte(configJSON), &cfg); err != nil {
+		return nil, err
+	}
+	var model string
+	if cfg.Model != "" {
+		model = cfg.Model
+	} else {
+		model = a.Model
+	}
+	if cfg.Name == "" {
+		return nil, fmt.Errorf("Classifier with no name")
+	}
+	if cfg.Description == "" {
+		return nil, fmt.Errorf("%s classifier has no description", cfg.Name)
+	}
+	apiUrl := a.APIURL
+	if cfg.APIURL != "" {
+		apiUrl = cfg.APIURL
+	}
+	client := llm.NewClient(a.APIKey, apiUrl, "1m")
+
+	return &ClassifierFilter{
+		name:         cfg.Name,
+		model:        model,
+		description:  cfg.Description,
+		client:       client,
+		allowOnMatch: cfg.AllowOnMatch,
+		isTrigger:    cfg.IsTrigger,
+	}, nil
+}
+
+const fmtT = `
+  Does the below message fit the description "%s"
+
+  %s
+  `
+
+func (f *ClassifierFilter) Name() string { return f.name }
+func (f *ClassifierFilter) Apply(job *types.Job) (bool, error) {
+	input := extractInputFromJob(job)
+	guidance := fmt.Sprintf(fmtT, f.description, input)
+	var result struct {
+		Asserted bool `json:"answer"`
+	}
+	err := llm.GenerateTypedJSONWithGuidance(job.GetContext(), f.client, guidance, f.model, jsonschema.Definition{
+		Type: jsonschema.Object,
+		Properties: map[string]jsonschema.Definition{
+			"answer": {
+				Type:        jsonschema.Boolean,
+				Description: "The answer to the first question",
+			},
+		},
+		Required: []string{"answer"},
+	}, &result)
+	if err != nil {
+		return false, err
+	}
+
+	if result.Asserted {
+		return f.allowOnMatch, nil
+	}
+	return !f.allowOnMatch, nil
+}
+
+func (f *ClassifierFilter) IsTrigger() bool {
+	return f.isTrigger
+}
+
+func ClassifierFilterConfigMeta() config.FieldGroup {
+	return config.FieldGroup{
+		Name:  FilterClassifier,
+		Label: "Classifier Filter/Trigger",
+		Fields: []config.Field{
+			{Name: "name", Label: "Name", Type: "text", Required: true},
+			{Name: "model", Label: "Model", Type: "text", Required: false,
+				HelpText: "The LLM to use, usually a smaller one. Leave blank to use the same as the agent's"},
+			{Name: "api_url", Label: "API URL", Type: "url", Required: false,
+				HelpText: "The URL of the LLM service if different from the agent's"},
+			{Name: "description", Label: "Description", Type: "text", Required: true,
+				HelpText: "Describe the type of content to match against e.g. 'technical support request'"},
+			{Name: "allow_on_match", Label: "Allow on Match", Type: "checkbox", Required: true},
+			{Name: "is_trigger", Label: "Is Trigger", Type: "checkbox", Required: true},
+		},
+	}
+}

services/filters/regex.go

@@ -0,0 +1,86 @@
+package filters
+
+import (
+	"encoding/json"
+	"regexp"
+
+	"github.com/mudler/LocalAGI/core/types"
+	"github.com/mudler/LocalAGI/pkg/config"
+)
+
+const FilterRegex = "regex"
+
+type RegexFilter struct {
+	name         string
+	pattern      *regexp.Regexp
+	allowOnMatch bool
+	isTrigger    bool
+}
+
+type RegexFilterConfig struct {
+	Name         string `json:"name"`
+	Pattern      string `json:"pattern"`
+	AllowOnMatch bool   `json:"allow_on_match"`
+	IsTrigger    bool   `json:"is_trigger"`
+}
+
+func NewRegexFilter(configJSON string) (*RegexFilter, error) {
+	var cfg RegexFilterConfig
+	if err := json.Unmarshal([]byte(configJSON), &cfg); err != nil {
+		return nil, err
+	}
+	re, err := regexp.Compile(cfg.Pattern)
+	if err != nil {
+		return nil, err
+	}
+	return &RegexFilter{
+		name:         cfg.Name,
+		pattern:      re,
+		allowOnMatch: cfg.AllowOnMatch,
+		isTrigger:    cfg.IsTrigger,
+	}, nil
+}
+
+func (f *RegexFilter) Name() string { return f.name }
+func (f *RegexFilter) Apply(job *types.Job) (bool, error) {
+	input := extractInputFromJob(job)
+	if f.pattern.MatchString(input) {
+		return f.allowOnMatch, nil
+	}
+	return !f.allowOnMatch, nil
+}
+
+func (f *RegexFilter) IsTrigger() bool {
+	return f.isTrigger
+}
+
+func RegexFilterConfigMeta() config.FieldGroup {
+	return config.FieldGroup{
+		Name:  FilterRegex,
+		Label: "Regex Filter/Trigger",
+		Fields: []config.Field{
+			{Name: "name", Label: "Name", Type: "text", Required: true},
+			{Name: "pattern", Label: "Pattern", Type: "text", Required: true},
+			{Name: "allow_on_match", Label: "Allow on Match", Type: "checkbox", Required: true},
+			{Name: "is_trigger", Label: "Is Trigger", Type: "checkbox", Required: true},
+		},
+	}
+}
+
+// extractInputFromJob attempts to extract a string input for filtering.
+func extractInputFromJob(job *types.Job) string {
+	if job.Metadata != nil {
+		if v, ok := job.Metadata["input"]; ok {
+			if s, ok := v.(string); ok {
+				return s
+			}
+		}
+	}
+	// fallback: try to use conversation history if available
+	if len(job.ConversationHistory) > 0 {
+		// Use the last message content
+		last := job.ConversationHistory[len(job.ConversationHistory)-1]
+		return last.Content
+	}
+	return ""
+}

webui/app.go

@@ -11,12 +11,14 @@ import (
 	"time"
 
 	"github.com/google/uuid"
+	"github.com/mudler/LocalAGI/core/conversations"
 	coreTypes "github.com/mudler/LocalAGI/core/types"
+	internalTypes "github.com/mudler/LocalAGI/core/types"
 	"github.com/mudler/LocalAGI/pkg/llm"
 	"github.com/mudler/LocalAGI/pkg/xlog"
 	"github.com/mudler/LocalAGI/services"
-	"github.com/mudler/LocalAGI/services/connectors"
 	"github.com/mudler/LocalAGI/webui/types"
+
 	"github.com/sashabaranov/go-openai"
 	"github.com/sashabaranov/go-openai/jsonschema"
 
@@ -33,6 +35,7 @@ type (
 		htmx   *htmx.HTMX
 		config *Config
 		*fiber.App
+		sharedState *internalTypes.AgentSharedState
 	}
 )
 
@@ -47,9 +50,10 @@ func NewApp(opts ...Option) *App {
 	})
 
 	a := &App{
-		htmx:   htmx.New(),
+		htmx:        htmx.New(),
-		config: config,
+		config:      config,
-		App:    webapp,
+		App:         webapp,
+		sharedState: internalTypes.NewAgentSharedState(5 * time.Minute),
 	}
 
 	a.registerRoutes(config.Pool, webapp)
@@ -419,7 +423,31 @@ func (a *App) Chat(pool *state.AgentPool) func(c *fiber.Ctx) error {
 	}
 }
 
-func (a *App) ExecuteAction(pool *state.AgentPool) func(c *fiber.Ctx) error {
+func (a *App) GetActionDefinition(pool *state.AgentPool) func(c *fiber.Ctx) error {
+	return func(c *fiber.Ctx) error {
+		payload := struct {
+			Config map[string]string `json:"config"`
+		}{}
+
+		if err := c.BodyParser(&payload); err != nil {
+			xlog.Error("Error parsing action payload", "error", err)
+			return errorJSONMessage(c, err.Error())
+		}
+
+		actionName := c.Params("name")
+
+		xlog.Debug("Executing action", "action", actionName, "config", payload.Config)
+		a, err := services.Action(actionName, "", payload.Config, pool, map[string]string{})
+		if err != nil {
+			xlog.Error("Error creating action", "error", err)
+			return errorJSONMessage(c, err.Error())
+		}
+
+		return c.JSON(a.Definition())
+	}
+}
+
+func (app *App) ExecuteAction(pool *state.AgentPool) func(c *fiber.Ctx) error {
 	return func(c *fiber.Ctx) error {
 		payload := struct {
 			Config map[string]string      `json:"config"`
@@ -443,7 +471,7 @@ func (a *App) ExecuteAction(pool *state.AgentPool) func(c *fiber.Ctx) error {
 		ctx, cancel := context.WithTimeout(c.Context(), 200*time.Second)
 		defer cancel()
 
-		res, err := a.Run(ctx, payload.Params)
+		res, err := a.Run(ctx, app.sharedState, payload.Params)
 		if err != nil {
 			xlog.Error("Error running action", "error", err)
 			return errorJSONMessage(c, err.Error())
@@ -460,7 +488,7 @@ func (a *App) ListActions() func(c *fiber.Ctx) error {
 	}
 }
 
-func (a *App) Responses(pool *state.AgentPool, tracker *connectors.ConversationTracker[string]) func(c *fiber.Ctx) error {
+func (a *App) Responses(pool *state.AgentPool, tracker *conversations.ConversationTracker[string]) func(c *fiber.Ctx) error {
 	return func(c *fiber.Ctx) error {
 		var request types.RequestBody
 		if err := c.BodyParser(&request); err != nil {
@@ -552,7 +580,7 @@ func (a *App) GenerateGroupProfiles(pool *state.AgentPool) func(c *fiber.Ctx) er
 
 		xlog.Debug("Generating group", "description", request.Descript)
 		client := llm.NewClient(a.config.LLMAPIKey, a.config.LLMAPIURL, "10m")
-		err := llm.GenerateTypedJSON(c.Context(), client, request.Descript, a.config.LLMModel, jsonschema.Definition{
+		err := llm.GenerateTypedJSONWithGuidance(c.Context(), client, request.Descript, a.config.LLMModel, jsonschema.Definition{
 			Type: jsonschema.Object,
 			Properties: map[string]jsonschema.Definition{
 				"agents": {
@@ -620,6 +648,7 @@ func (a *App) GetAgentConfigMeta() func(c *fiber.Ctx) error {
 			services.ActionsConfigMeta(),
 			services.ConnectorsConfigMeta(),
 			services.DynamicPromptsConfigMeta(),
+			services.FiltersConfigMeta(),
 		)
 		return c.JSON(configMeta)
 	}

webui/react-ui/bun.lock

@@ -9,16 +9,16 @@
         "react-dom": "^19.1.0",
       },
       "devDependencies": {
-        "@eslint/js": "^9.24.0",
+        "@eslint/js": "^9.25.1",
         "@types/react": "^19.1.2",
-        "@types/react-dom": "^19.1.2",
+        "@types/react-dom": "^19.1.3",
-        "@vitejs/plugin-react": "^4.4.0",
+        "@vitejs/plugin-react": "^4.4.1",
-        "eslint": "^9.24.0",
+        "eslint": "^9.25.1",
         "eslint-plugin-react-hooks": "^6.0.0",
-        "eslint-plugin-react-refresh": "^0.4.19",
+        "eslint-plugin-react-refresh": "^0.4.20",
         "globals": "^16.0.0",
-        "react-router-dom": "^7.5.1",
+        "react-router-dom": "^7.5.3",
-        "vite": "^6.3.2",
+        "vite": "^6.3.3",
       },
     },
   },
@@ -133,11 +133,11 @@
 
     "@eslint/config-helpers": ["@eslint/config-helpers@0.2.1", "", {}, "sha512-RI17tsD2frtDu/3dmI7QRrD4bedNKPM08ziRYaC5AhkGrzIAJelm9kJU1TznK+apx6V+cqRz8tfpEeG3oIyjxw=="],
 
-    "@eslint/core": ["@eslint/core@0.12.0", "", { "dependencies": { "@types/json-schema": "^7.0.15" } }, "sha512-cmrR6pytBuSMTaBweKoGMwu3EiHiEC+DoyupPmlZ0HxBJBtIxwe+j/E4XPIKNx+Q74c8lXKPwYawBf5glsTkHg=="],
+    "@eslint/core": ["@eslint/core@0.13.0", "", { "dependencies": { "@types/json-schema": "^7.0.15" } }, "sha512-yfkgDw1KR66rkT5A8ci4irzDysN7FRpq3ttJolR88OqQikAWqwA8j5VZyas+vjyBNFIJ7MfybJ9plMILI2UrCw=="],
 
     "@eslint/eslintrc": ["@eslint/eslintrc@3.3.1", "", { "dependencies": { "ajv": "^6.12.4", "debug": "^4.3.2", "espree": "^10.0.1", "globals": "^14.0.0", "ignore": "^5.2.0", "import-fresh": "^3.2.1", "js-yaml": "^4.1.0", "minimatch": "^3.1.2", "strip-json-comments": "^3.1.1" } }, "sha512-gtF186CXhIl1p4pJNGZw8Yc6RlshoePRvE0X91oPGb3vZ8pM3qOS9W9NGPat9LziaBV7XrJWGylNQXkGcnM3IQ=="],
 
-    "@eslint/js": ["@eslint/js@9.24.0", "", {}, "sha512-uIY/y3z0uvOGX8cp1C2fiC4+ZmBhp6yZWkojtHL1YEMnRt1Y63HB9TM17proGEmeG7HeUY+UP36F0aknKYTpYA=="],
+    "@eslint/js": ["@eslint/js@9.25.1", "", {}, "sha512-dEIwmjntEx8u3Uvv+kr3PDeeArL8Hw07H9kyYxCjnM9pBjfEhk6uLXSchxxzgiwtRhhzVzqmUSDFBOi1TuZ7qg=="],
 
     "@eslint/object-schema": ["@eslint/object-schema@2.1.6", "", {}, "sha512-RBMg5FRL0I0gs51M/guSAj5/e14VQ4tpZnQNWwuDT66P14I43ItmPfIZRhO9fUVIPOAQXU47atlywZ/czoqFPA=="],
 
@@ -215,9 +215,9 @@
 
     "@types/react": ["@types/react@19.1.2", "", { "dependencies": { "csstype": "^3.0.2" } }, "sha512-oxLPMytKchWGbnQM9O7D67uPa9paTNxO7jVoNMXgkkErULBPhPARCfkKL9ytcIJJRGjbsVwW4ugJzyFFvm/Tiw=="],
 
-    "@types/react-dom": ["@types/react-dom@19.1.2", "", { "peerDependencies": { "@types/react": "^19.0.0" } }, "sha512-XGJkWF41Qq305SKWEILa1O8vzhb3aOo3ogBlSmiqNko/WmRb6QIaweuZCXjKygVDXpzXb5wyxKTSOsmkuqj+Qw=="],
+    "@types/react-dom": ["@types/react-dom@19.1.3", "", { "peerDependencies": { "@types/react": "^19.0.0" } }, "sha512-rJXC08OG0h3W6wDMFxQrZF00Kq6qQvw0djHRdzl3U5DnIERz0MRce3WVc7IS6JYBwtaP/DwYtRRjVlvivNveKg=="],
 
-    "@vitejs/plugin-react": ["@vitejs/plugin-react@4.4.0", "", { "dependencies": { "@babel/core": "^7.26.10", "@babel/plugin-transform-react-jsx-self": "^7.25.9", "@babel/plugin-transform-react-jsx-source": "^7.25.9", "@types/babel__core": "^7.20.5", "react-refresh": "^0.17.0" }, "peerDependencies": { "vite": "^4.2.0 || ^5.0.0 || ^6.0.0" } }, "sha512-x/EztcTKVj+TDeANY1WjNeYsvZjZdfWRMP/KXi5Yn8BoTzpa13ZltaQqKfvWYbX8CE10GOHHdC5v86jY9x8i/g=="],
+    "@vitejs/plugin-react": ["@vitejs/plugin-react@4.4.1", "", { "dependencies": { "@babel/core": "^7.26.10", "@babel/plugin-transform-react-jsx-self": "^7.25.9", "@babel/plugin-transform-react-jsx-source": "^7.25.9", "@types/babel__core": "^7.20.5", "react-refresh": "^0.17.0" }, "peerDependencies": { "vite": "^4.2.0 || ^5.0.0 || ^6.0.0" } }, "sha512-IpEm5ZmeXAP/osiBXVVP5KjFMzbWOonMs0NaQQl+xYnUAcq4oHUBsF2+p4MgKWG4YMmFYJU8A6sxRPuowllm6w=="],
 
     "acorn": ["acorn@8.14.1", "", { "bin": { "acorn": "bin/acorn" } }, "sha512-OvQ/2pUDKmgfCg++xsTX1wGxfTaszcHVcTctW4UJB4hibJx2HXxxO5UmVgyjMa+ZDsiaf5wWLXYpRWMmBI0QHg=="],
 
@@ -267,11 +267,11 @@
 
     "escape-string-regexp": ["escape-string-regexp@4.0.0", "", {}, "sha512-TtpcNJ3XAzx3Gq8sWRzJaVajRs0uVxA2YAkdb1jm2YkPz4G6egUFAyA3n5vtEIZefPk5Wa4UXbKuS5fKkJWdgA=="],
 
-    "eslint": ["eslint@9.24.0", "", { "dependencies": { "@eslint-community/eslint-utils": "^4.2.0", "@eslint-community/regexpp": "^4.12.1", "@eslint/config-array": "^0.20.0", "@eslint/config-helpers": "^0.2.0", "@eslint/core": "^0.12.0", "@eslint/eslintrc": "^3.3.1", "@eslint/js": "9.24.0", "@eslint/plugin-kit": "^0.2.7", "@humanfs/node": "^0.16.6", "@humanwhocodes/module-importer": "^1.0.1", "@humanwhocodes/retry": "^0.4.2", "@types/estree": "^1.0.6", "@types/json-schema": "^7.0.15", "ajv": "^6.12.4", "chalk": "^4.0.0", "cross-spawn": "^7.0.6", "debug": "^4.3.2", "escape-string-regexp": "^4.0.0", "eslint-scope": "^8.3.0", "eslint-visitor-keys": "^4.2.0", "espree": "^10.3.0", "esquery": "^1.5.0", "esutils": "^2.0.2", "fast-deep-equal": "^3.1.3", "file-entry-cache": "^8.0.0", "find-up": "^5.0.0", "glob-parent": "^6.0.2", "ignore": "^5.2.0", "imurmurhash": "^0.1.4", "is-glob": "^4.0.0", "json-stable-stringify-without-jsonify": "^1.0.1", "lodash.merge": "^4.6.2", "minimatch": "^3.1.2", "natural-compare": "^1.4.0", "optionator": "^0.9.3" }, "peerDependencies": { "jiti": "*" }, "optionalPeers": ["jiti"], "bin": { "eslint": "bin/eslint.js" } }, "sha512-eh/jxIEJyZrvbWRe4XuVclLPDYSYYYgLy5zXGGxD6j8zjSAxFEzI2fL/8xNq6O2yKqVt+eF2YhV+hxjV6UKXwQ=="],
+    "eslint": ["eslint@9.25.1", "", { "dependencies": { "@eslint-community/eslint-utils": "^4.2.0", "@eslint-community/regexpp": "^4.12.1", "@eslint/config-array": "^0.20.0", "@eslint/config-helpers": "^0.2.1", "@eslint/core": "^0.13.0", "@eslint/eslintrc": "^3.3.1", "@eslint/js": "9.25.1", "@eslint/plugin-kit": "^0.2.8", "@humanfs/node": "^0.16.6", "@humanwhocodes/module-importer": "^1.0.1", "@humanwhocodes/retry": "^0.4.2", "@types/estree": "^1.0.6", "@types/json-schema": "^7.0.15", "ajv": "^6.12.4", "chalk": "^4.0.0", "cross-spawn": "^7.0.6", "debug": "^4.3.2", "escape-string-regexp": "^4.0.0", "eslint-scope": "^8.3.0", "eslint-visitor-keys": "^4.2.0", "espree": "^10.3.0", "esquery": "^1.5.0", "esutils": "^2.0.2", "fast-deep-equal": "^3.1.3", "file-entry-cache": "^8.0.0", "find-up": "^5.0.0", "glob-parent": "^6.0.2", "ignore": "^5.2.0", "imurmurhash": "^0.1.4", "is-glob": "^4.0.0", "json-stable-stringify-without-jsonify": "^1.0.1", "lodash.merge": "^4.6.2", "minimatch": "^3.1.2", "natural-compare": "^1.4.0", "optionator": "^0.9.3" }, "peerDependencies": { "jiti": "*" }, "optionalPeers": ["jiti"], "bin": { "eslint": "bin/eslint.js" } }, "sha512-E6Mtz9oGQWDCpV12319d59n4tx9zOTXSTmc8BLVxBx+G/0RdM5MvEEJLU9c0+aleoePYYgVTOsRblx433qmhWQ=="],
 
     "eslint-plugin-react-hooks": ["eslint-plugin-react-hooks@6.0.0", "", { "dependencies": { "@babel/core": "^7.24.4", "@babel/parser": "^7.24.4", "@babel/plugin-transform-private-methods": "^7.24.4", "hermes-parser": "^0.25.1", "zod": "^3.22.4", "zod-validation-error": "^3.0.3" }, "peerDependencies": { "eslint": "^3.0.0 || ^4.0.0 || ^5.0.0 || ^6.0.0 || ^7.0.0 || ^8.0.0-0 || ^9.0.0" } }, "sha512-NyC3yIC9fazLitYiN8eHykV5wLp/SMuUZMh+sdPSHIeN4ReXIc7if40jtGjDplAgVL/4OkN1d9gneWe9lFZgag=="],
 
-    "eslint-plugin-react-refresh": ["eslint-plugin-react-refresh@0.4.19", "", { "peerDependencies": { "eslint": ">=8.40" } }, "sha512-eyy8pcr/YxSYjBoqIFSrlbn9i/xvxUFa8CjzAYo9cFjgGXqq1hyjihcpZvxRLalpaWmueWR81xn7vuKmAFijDQ=="],
+    "eslint-plugin-react-refresh": ["eslint-plugin-react-refresh@0.4.20", "", { "peerDependencies": { "eslint": ">=8.40" } }, "sha512-XpbHQ2q5gUF8BGOX4dHe+71qoirYMhApEPZ7sfhF/dNnOF1UXnCMGZf79SFTBO7Bz5YEIT4TMieSlJBWhP9WBA=="],
 
     "eslint-scope": ["eslint-scope@8.3.0", "", { "dependencies": { "esrecurse": "^4.3.0", "estraverse": "^5.2.0" } }, "sha512-pUNxi75F8MJ/GdeKtVLSbYg4ZI34J6C0C7sbL4YOp2exGwen7ZsuBqKzUhXd0qMQ362yET3z+uPwKeg/0C2XCQ=="],
 
@@ -293,7 +293,7 @@
 
     "fast-levenshtein": ["fast-levenshtein@2.0.6", "", {}, "sha512-DCXu6Ifhqcks7TZKY3Hxp3y6qphY5SJZmrWMDrKcERSOXWQdMhU9Ig/PYrzyw/ul9jOIyh0N4M0tbC5hodg8dw=="],
 
-    "fdir": ["fdir@6.4.3", "", { "peerDependencies": { "picomatch": "^3 || ^4" }, "optionalPeers": ["picomatch"] }, "sha512-PMXmW2y1hDDfTSRc9gaXIuCCRpuoz3Kaz8cUelp3smouvfT632ozg2vrT6lJsHKKOF59YLbOGfAWGUcKEfRMQw=="],
+    "fdir": ["fdir@6.4.4", "", { "peerDependencies": { "picomatch": "^3 || ^4" }, "optionalPeers": ["picomatch"] }, "sha512-1NZP+GK4GfuAv3PqKvxQRDMjdSRZjnkq7KfhlNrCNNlZ0ygQFpebfrnfnq/W7fpUnAv9aGWmY1zKx7FYL3gwhg=="],
 
     "file-entry-cache": ["file-entry-cache@8.0.0", "", { "dependencies": { "flat-cache": "^4.0.0" } }, "sha512-XXTUwCvisa5oacNGRP9SfNtYBNAMi+RPwBFmblZEF7N7swHYQS6/Zfk7SRwx4D5j3CH211YNRco1DEMNVfZCnQ=="],
 
@@ -393,9 +393,9 @@
 
     "react-refresh": ["react-refresh@0.17.0", "", {}, "sha512-z6F7K9bV85EfseRCp2bzrpyQ0Gkw1uLoCel9XBVWPg/TjRj94SkJzUTGfOa4bs7iJvBWtQG0Wq7wnI0syw3EBQ=="],
 
-    "react-router": ["react-router@7.5.1", "", { "dependencies": { "cookie": "^1.0.1", "set-cookie-parser": "^2.6.0", "turbo-stream": "2.4.0" }, "peerDependencies": { "react": ">=18", "react-dom": ">=18" }, "optionalPeers": ["react-dom"] }, "sha512-/jjU3fcYNd2bwz9Q0xt5TwyiyoO8XjSEFXJY4O/lMAlkGTHWuHRAbR9Etik+lSDqMC7A7mz3UlXzgYT6Vl58sA=="],
+    "react-router": ["react-router@7.5.3", "", { "dependencies": { "cookie": "^1.0.1", "set-cookie-parser": "^2.6.0", "turbo-stream": "2.4.0" }, "peerDependencies": { "react": ">=18", "react-dom": ">=18" }, "optionalPeers": ["react-dom"] }, "sha512-3iUDM4/fZCQ89SXlDa+Ph3MevBrozBAI655OAfWQlTm9nBR0IKlrmNwFow5lPHttbwvITZfkeeeZFP6zt3F7pw=="],
 
-    "react-router-dom": ["react-router-dom@7.5.1", "", { "dependencies": { "react-router": "7.5.1" }, "peerDependencies": { "react": ">=18", "react-dom": ">=18" } }, "sha512-5DPSPc7ENrt2tlKPq0FtpG80ZbqA9aIKEyqX6hSNJDlol/tr6iqCK4crqdsusmOSSotq6zDsn0y3urX9TuTNmA=="],
+    "react-router-dom": ["react-router-dom@7.5.3", "", { "dependencies": { "react-router": "7.5.3" }, "peerDependencies": { "react": ">=18", "react-dom": ">=18" } }, "sha512-cK0jSaTyW4jV9SRKAItMIQfWZ/D6WEZafgHuuCb9g+SjhLolY78qc+De4w/Cz9ybjvLzShAmaIMEXt8iF1Cm+A=="],
 
     "resolve-from": ["resolve-from@4.0.0", "", {}, "sha512-pb/MYmXstAkysRFx8piNI1tGFNQIFA3vkE3Gq4EuA1dF6gHp/+vgZqsCGJapvy8N3Q+4o7FwvquPJcnZ7RYy4g=="],
 
@@ -417,7 +417,7 @@
 
     "supports-color": ["supports-color@7.2.0", "", { "dependencies": { "has-flag": "^4.0.0" } }, "sha512-qpCAvRl9stuOHveKsn7HncJRvv501qIacKzQlO/+Lwxc9+0q2wLyv4Dfvt80/DPn2pqOBsJdDiogXGR9+OvwRw=="],
 
-    "tinyglobby": ["tinyglobby@0.2.12", "", { "dependencies": { "fdir": "^6.4.3", "picomatch": "^4.0.2" } }, "sha512-qkf4trmKSIiMTs/E63cxH+ojC2unam7rJ0WrauAzpT3ECNTxGRMlaXxVbfxMUC/w0LaYk6jQ4y/nGR9uBO3tww=="],
+    "tinyglobby": ["tinyglobby@0.2.13", "", { "dependencies": { "fdir": "^6.4.4", "picomatch": "^4.0.2" } }, "sha512-mEwzpUgrLySlveBwEVDMKk5B57bhLPYovRfPAXD5gA/98Opn0rCDj3GtLwFvCvH5RK9uPCExUROW5NjDwvqkxw=="],
 
     "turbo-stream": ["turbo-stream@2.4.0", "", {}, "sha512-FHncC10WpBd2eOmGwpmQsWLDoK4cqsA/UT/GqNoaKOQnT8uzhtCbg3EoUDMvqpOSAI0S26mr0rkjzbOO6S3v1g=="],
 
@@ -427,7 +427,7 @@
 
     "uri-js": ["uri-js@4.4.1", "", { "dependencies": { "punycode": "^2.1.0" } }, "sha512-7rKUyy33Q1yc98pQ1DAmLtwX109F7TIfWlW1Ydo8Wl1ii1SeHieeh0HHfPeL2fMXK6z0s8ecKs9frCuLJvndBg=="],
 
-    "vite": ["vite@6.3.2", "", { "dependencies": { "esbuild": "^0.25.0", "fdir": "^6.4.3", "picomatch": "^4.0.2", "postcss": "^8.5.3", "rollup": "^4.34.9", "tinyglobby": "^0.2.12" }, "optionalDependencies": { "fsevents": "~2.3.3" }, "peerDependencies": { "@types/node": "^18.0.0 || ^20.0.0 || >=22.0.0", "jiti": ">=1.21.0", "less": "*", "lightningcss": "^1.21.0", "sass": "*", "sass-embedded": "*", "stylus": "*", "sugarss": "*", "terser": "^5.16.0", "tsx": "^4.8.1", "yaml": "^2.4.2" }, "optionalPeers": ["@types/node", "jiti", "less", "lightningcss", "sass", "sass-embedded", "stylus", "sugarss", "terser", "tsx", "yaml"], "bin": { "vite": "bin/vite.js" } }, "sha512-ZSvGOXKGceizRQIZSz7TGJ0pS3QLlVY/9hwxVh17W3re67je1RKYzFHivZ/t0tubU78Vkyb9WnHPENSBCzbckg=="],
+    "vite": ["vite@6.3.3", "", { "dependencies": { "esbuild": "^0.25.0", "fdir": "^6.4.4", "picomatch": "^4.0.2", "postcss": "^8.5.3", "rollup": "^4.34.9", "tinyglobby": "^0.2.13" }, "optionalDependencies": { "fsevents": "~2.3.3" }, "peerDependencies": { "@types/node": "^18.0.0 || ^20.0.0 || >=22.0.0", "jiti": ">=1.21.0", "less": "*", "lightningcss": "^1.21.0", "sass": "*", "sass-embedded": "*", "stylus": "*", "sugarss": "*", "terser": "^5.16.0", "tsx": "^4.8.1", "yaml": "^2.4.2" }, "optionalPeers": ["@types/node", "jiti", "less", "lightningcss", "sass", "sass-embedded", "stylus", "sugarss", "terser", "tsx", "yaml"], "bin": { "vite": "bin/vite.js" } }, "sha512-5nXH+QsELbFKhsEfWLkHrvgRpTdGJzqOZ+utSdmPTvwHmvU6ITTm3xx+mRusihkcI8GeC7lCDyn3kDtiki9scw=="],
 
     "which": ["which@2.0.2", "", { "dependencies": { "isexe": "^2.0.0" }, "bin": { "node-which": "./bin/node-which" } }, "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA=="],
 
@@ -447,8 +447,6 @@
 
     "@eslint/eslintrc/globals": ["globals@14.0.0", "", {}, "sha512-oahGvuMGQlPw/ivIYBjVSrWAfWLBeku5tpPE2fOPLi+WHffIWbuh2tCjhyQhTBPMf5E9jDEH4FOmTYgYwbKwtQ=="],
 
-    "@eslint/plugin-kit/@eslint/core": ["@eslint/core@0.13.0", "", { "dependencies": { "@types/json-schema": "^7.0.15" } }, "sha512-yfkgDw1KR66rkT5A8ci4irzDysN7FRpq3ttJolR88OqQikAWqwA8j5VZyas+vjyBNFIJ7MfybJ9plMILI2UrCw=="],
-
     "@humanfs/node/@humanwhocodes/retry": ["@humanwhocodes/retry@0.3.1", "", {}, "sha512-JBxkERygn7Bv/GbN5Rv8Ul6LVknS+5Bp6RgDC/O8gEBU/yeH5Ui5C/OlWrTb6qct7LjjfT6Re2NxB0ln0yYybA=="],
   }
 }

webui/react-ui/package.json

@@ -15,15 +15,15 @@
     "highlight.js": "^11.11.1"
   },
   "devDependencies": {
-    "@eslint/js": "^9.24.0",
+    "@eslint/js": "^9.25.1",
     "@types/react": "^19.1.2",
-    "@types/react-dom": "^19.1.2",
+    "@types/react-dom": "^19.1.3",
-    "@vitejs/plugin-react": "^4.4.0",
+    "@vitejs/plugin-react": "^4.4.1",
-    "eslint": "^9.24.0",
+    "eslint": "^9.25.1",
     "eslint-plugin-react-hooks": "^6.0.0",
-    "eslint-plugin-react-refresh": "^0.4.19",
+    "eslint-plugin-react-refresh": "^0.4.20",
     "globals": "^16.0.0",
-    "react-router-dom": "^7.5.1",
+    "react-router-dom": "^7.5.3",
-    "vite": "^6.3.2"
+    "vite": "^6.3.3"
   }
 }

webui/react-ui/src/components/AgentForm.jsx

@@ -11,6 +11,7 @@ import ModelSettingsSection from './agent-form-sections/ModelSettingsSection';
 import PromptsGoalsSection from './agent-form-sections/PromptsGoalsSection';
 import AdvancedSettingsSection from './agent-form-sections/AdvancedSettingsSection';
 import ExportSection from './agent-form-sections/ExportSection';
+import FiltersSection from './agent-form-sections/FiltersSection';
 
 const AgentForm = ({ 
   isEdit = false, 
@@ -189,6 +190,13 @@ const AgentForm = ({
             <i className="fas fa-plug"></i>
             Connectors
           </li>
+          <li
+            className={`wizard-nav-item ${activeSection === 'filters-section' ? 'active' : ''}`}
+            onClick={() => handleSectionChange('filters-section')}
+          >
+            <i className="fas fa-shield"></i>
+            Filters &amp; Triggers
+          </li>
           <li 
             className={`wizard-nav-item ${activeSection === 'actions-section' ? 'active' : ''}`} 
             onClick={() => handleSectionChange('actions-section')}
@@ -255,6 +263,10 @@ const AgentForm = ({
               <ConnectorsSection formData={formData} handleAddConnector={handleAddConnector} handleRemoveConnector={handleRemoveConnector} handleConnectorChange={handleConnectorChange} metadata={metadata} />
             </div>
 
+            <div style={{ display: activeSection === 'filters-section' ? 'block' : 'none' }}>
+              <FiltersSection formData={formData} setFormData={setFormData} metadata={metadata} />
+            </div>
+
             <div style={{ display: activeSection === 'actions-section' ? 'block' : 'none' }}>
               <ActionsSection formData={formData} setFormData={setFormData} metadata={metadata} />
             </div>
@@ -306,6 +318,10 @@ const AgentForm = ({
               <ConnectorsSection formData={formData} handleAddConnector={handleAddConnector} handleRemoveConnector={handleRemoveConnector} handleConnectorChange={handleConnectorChange} metadata={metadata} />
             </div>
 
+            <div style={{ display: activeSection === 'filters-section' ? 'block' : 'none' }}>
+              <FiltersSection formData={formData} setFormData={setFormData} metadata={metadata} />
+            </div>
+
             <div style={{ display: activeSection === 'actions-section' ? 'block' : 'none' }}>
               <ActionsSection formData={formData} setFormData={setFormData} metadata={metadata} />
             </div>

webui/react-ui/src/components/CollapsibleRawSections.jsx

@@ -0,0 +1,103 @@
+import React, { useState } from 'react';
+import hljs from 'highlight.js/lib/core';
+import json from 'highlight.js/lib/languages/json';
+import 'highlight.js/styles/monokai.css';
+
+hljs.registerLanguage('json', json);
+
+export default function CollapsibleRawSections({ container }) {
+  const [showCreation, setShowCreation] = useState(false);
+  const [showProgress, setShowProgress] = useState(false);
+  const [showCompletion, setShowCompletion] = useState(false);
+  const [copied, setCopied] = useState({ creation: false, progress: false, completion: false });
+
+  const handleCopy = (section, data) => {
+    navigator.clipboard.writeText(JSON.stringify(data, null, 2));
+    setCopied(prev => ({ ...prev, [section]: true }));
+    setTimeout(() => setCopied(prev => ({ ...prev, [section]: false })), 1200);
+  };
+
+  return (
+    <div>
+      {/* Creation Section */}
+      {container.creation && (
+        <div>
+          <h4 style={{ display: 'flex', alignItems: 'center' }}>
+            <span
+              style={{ cursor: 'pointer', display: 'flex', alignItems: 'center', flex: 1 }}
+              onClick={() => setShowCreation(v => !v)}
+            >
+              <i className={`fas fa-chevron-${showCreation ? 'down' : 'right'}`} style={{ marginRight: 6 }} />
+              Creation
+            </span>
+            <button
+              title="Copy Creation JSON"
+              onClick={e => { e.stopPropagation(); handleCopy('creation', container.creation); }}
+              style={{ marginLeft: 8, border: 'none', background: 'none', cursor: 'pointer', color: '#ccc' }}
+            >
+              {copied.creation ? <span style={{ color: '#6f6' }}>Copied!</span> : <i className="fas fa-copy" />}
+            </button>
+          </h4>
+          {showCreation && (
+            <pre className="hljs"><code>
+              <div dangerouslySetInnerHTML={{ __html: hljs.highlight(JSON.stringify(container.creation || {}, null, 2), { language: 'json' }).value }} />
+            </code></pre>
+          )}
+        </div>
+      )}
+      {/* Progress Section */}
+      {container.progress && container.progress.length > 0 && (
+        <div>
+          <h4 style={{ display: 'flex', alignItems: 'center' }}>
+            <span
+              style={{ cursor: 'pointer', display: 'flex', alignItems: 'center', flex: 1 }}
+              onClick={() => setShowProgress(v => !v)}
+            >
+              <i className={`fas fa-chevron-${showProgress ? 'down' : 'right'}`} style={{ marginRight: 6 }} />
+              Progress
+            </span>
+            <button
+              title="Copy Progress JSON"
+              onClick={e => { e.stopPropagation(); handleCopy('progress', container.progress); }}
+              style={{ marginLeft: 8, border: 'none', background: 'none', cursor: 'pointer', color: '#ccc' }}
+            >
+              {copied.progress ? <span style={{ color: '#6f6' }}>Copied!</span> : <i className="fas fa-copy" />}
+            </button>
+          </h4>
+          {showProgress && (
+            <pre className="hljs"><code>
+              <div dangerouslySetInnerHTML={{ __html: hljs.highlight(JSON.stringify(container.progress || {}, null, 2), { language: 'json' }).value }} />
+            </code></pre>
+          )}
+        </div>
+      )}
+      {/* Completion Section */}
+      {container.completion && (
+        <div>
+          <h4 style={{ display: 'flex', alignItems: 'center' }}>
+            <span
+              style={{ cursor: 'pointer', display: 'flex', alignItems: 'center', flex: 1 }}
+              onClick={() => setShowCompletion(v => !v)}
+            >
+              <i className={`fas fa-chevron-${showCompletion ? 'down' : 'right'}`} style={{ marginRight: 6 }} />
+              Completion
+            </span>
+            <button
+              title="Copy Completion JSON"
+              onClick={e => { e.stopPropagation(); handleCopy('completion', container.completion); }}
+              style={{ marginLeft: 8, border: 'none', background: 'none', cursor: 'pointer', color: '#ccc' }}
+            >
+              {copied.completion ? <span style={{ color: '#6f6' }}>Copied!</span> : <i className="fas fa-copy" />}
+            </button>
+          </h4>
+          {showCompletion && (
+            <pre className="hljs"><code>
+              <div dangerouslySetInnerHTML={{ __html: hljs.highlight(JSON.stringify(container.completion || {}, null, 2), { language: 'json' }).value }} />
+            </code></pre>
+          )}
+        </div>
+      )}
+    </div>
+  );
+}
+

webui/react-ui/src/components/ConfigForm.jsx

@@ -13,6 +13,7 @@ import FormFieldDefinition from './common/FormFieldDefinition';
  * @param {String} props.itemType - Type of items being configured ('action', 'connector', etc.)
  * @param {String} props.typeField - The field name that determines the item's type (e.g., 'name' for actions, 'type' for connectors)
  * @param {String} props.addButtonText - Text for the add button
+ * @param {String} props.saveAllFieldsAsString - Whether to save all fields as string or the appropriate JSON type
  */
 const ConfigForm = ({ 
   items = [], 
@@ -22,7 +23,8 @@ const ConfigForm = ({
   onAdd,
   itemType = 'item',
   typeField = 'type',
-  addButtonText = 'Add Item'
+  addButtonText = 'Add Item',
+  saveAllFieldsAsString = true,
 }) => {
   // Generate options from fieldGroups
   const typeOptions = [
@@ -62,8 +64,10 @@ const ConfigForm = ({
     const item = items[index];
     const config = parseConfig(item);
     
-    if (type === 'checkbox')
+    if (type === 'number' && !saveAllFieldsAsString)
-      config[key] = checked ? 'true' : 'false';
+      config[key] = Number(value);
+    else if (type === 'checkbox')
+      config[key] = saveAllFieldsAsString ? (checked ? 'true' : 'false') : checked;
     else
       config[key] = value;
     

webui/react-ui/src/components/FilterForm.jsx

@@ -0,0 +1,27 @@
+import React from 'react';
+import ConfigForm from './ConfigForm';
+
+/**
+ * FilterForm component for configuring an filter
+ * Renders filter configuration forms based on field group metadata
+ */
+const FilterForm = ({ filters = [], onChange, onRemove, onAdd, fieldGroups = [] }) => {
+  const handleFilterChange = (index, updatedFilter) => {
+    onChange(index, updatedFilter);
+  };
+  
+  return (
+    <ConfigForm
+      items={filters}
+      fieldGroups={fieldGroups}
+      onChange={handleFilterChange}
+      onRemove={onRemove}
+      onAdd={onAdd}
+      itemType="filter"
+      addButtonText="Add Filter"
+      saveAllFieldsAsString={false}
+    />
+  );
+};
+
+export default FilterForm;

webui/react-ui/src/components/agent-form-sections/FiltersSection.jsx

@@ -0,0 +1,56 @@
+import React from 'react';
+import FilterForm from '../FilterForm';
+
+/**
+ * FiltersSection component for the agent form
+ */
+const FiltersSection = ({ formData, setFormData, metadata }) => {
+  // Handle filter change
+  const handleFilterChange = (index, updatedFilter) => {
+    const updatedFilters = [...(formData.filters || [])];
+    updatedFilters[index] = updatedFilter;
+    setFormData({
+      ...formData,
+      filters: updatedFilters
+    });
+  };
+
+  // Handle filter removal
+  const handleFilterRemove = (index) => {
+    const updatedFilters = [...(formData.filters || [])].filter((_, i) => i !== index);
+    setFormData({
+      ...formData,
+      filters: updatedFilters
+    });
+  };
+
+  // Handle adding an filter
+  const handleAddFilter = () => {
+    setFormData({
+      ...formData,
+      filters: [
+        ...(formData.filters || []),
+        { name: '', config: '{}' }
+      ]
+    });
+  };
+
+  return (
+    <div className="filters-section">
+      <h3>Filters</h3>
+      <p className="text-muted">
+        Jobs received by the agent must pass all filters and at least one trigger (if any are specified)
+      </p>
+
+      <FilterForm
+        filters={formData.filters || []}
+        onChange={handleFilterChange}
+        onRemove={handleFilterRemove}
+        onAdd={handleAddFilter}
+        fieldGroups={metadata?.filters || []}
+      />
+    </div>
+  );
+};
+
+export default FiltersSection;

webui/react-ui/src/pages/ActionsPlayground.jsx

@@ -1,6 +1,11 @@
 import { useState, useEffect } from 'react';
 import { useOutletContext, useNavigate } from 'react-router-dom';
-import { actionApi } from '../utils/api';
+import { actionApi, agentApi } from '../utils/api';
+import FormFieldDefinition from '../components/common/FormFieldDefinition';
+import hljs from 'highlight.js/lib/core';
+import json from 'highlight.js/lib/languages/json';
+import 'highlight.js/styles/monokai.css';
+hljs.registerLanguage('json', json);
 
 function ActionsPlayground() {
   const { showToast } = useOutletContext();
@@ -12,6 +17,10 @@ function ActionsPlayground() {
   const [result, setResult] = useState(null);
   const [loading, setLoading] = useState(false);
   const [loadingActions, setLoadingActions] = useState(true);
+  const [actionMetadata, setActionMetadata] = useState(null);
+  const [agentMetadata, setAgentMetadata] = useState(null);
+  const [configFields, setConfigFields] = useState([]);
+  const [paramFields, setParamFields] = useState([]);
 
   // Update document title
   useEffect(() => {
@@ -36,21 +45,106 @@ function ActionsPlayground() {
     };
 
     fetchActions();
-  }, [showToast]);
+  }, []);
+
+  // Fetch agent metadata on mount
+  useEffect(() => {
+    const fetchAgentMetadata = async () => {
+      try {
+        const metadata = await agentApi.getAgentConfigMetadata();
+        setAgentMetadata(metadata);
+      } catch (err) {
+        console.error('Error fetching agent metadata:', err);
+        showToast('Failed to load agent metadata', 'error');
+      }
+    };
+
+    fetchAgentMetadata();
+  }, []);
+
+  // Fetch action definition when action is selected or config changes
+  useEffect(() => {
+    if (!selectedAction) return;
+
+    const fetchActionDefinition = async () => {
+      try {
+        // Get config fields from agent metadata
+        const actionMeta = agentMetadata?.actions?.find(action => action.name === selectedAction);
+        const configFields = actionMeta?.fields || [];
+        console.debug('Config fields:', configFields);
+        setConfigFields(configFields);
+
+        // Parse current config to pass to action definition
+        let currentConfig = {};
+        try {
+          currentConfig = JSON.parse(configJson);
+        } catch (err) {
+          console.error('Error parsing current config:', err);
+        }
+
+        // Get parameter fields from action definition
+        const paramFields = await actionApi.getActionDefinition(selectedAction, currentConfig);
+        console.debug('Parameter fields:', paramFields);
+        setParamFields(paramFields);
+
+        // Reset JSON to match the new fields
+        setConfigJson(JSON.stringify(currentConfig, null, 2));
+        setParamsJson(JSON.stringify({}, null, 2));
+        setResult(null);
+      } catch (err) {
+        console.error('Error fetching action definition:', err);
+        showToast('Failed to load action definition', 'error');
+      }
+    };
+
+    fetchActionDefinition();
+  }, [selectedAction, agentMetadata]);
 
   // Handle action selection
   const handleActionChange = (e) => {
     setSelectedAction(e.target.value);
+    setConfigJson('{}');
+    setParamsJson('{}');
     setResult(null);
   };
 
-  // Handle JSON input changes
+  // Helper to generate onChange handlers for form fields
-  const handleConfigChange = (e) => {
+  const makeFieldChangeHandler = (fields, updateFn) => (e) => {
-    setConfigJson(e.target.value);
+    let value;
+    if (e && e.target) {
+      const fieldName = e.target.name;
+      const fieldDef = fields.find(f => f.name === fieldName);
+      const fieldType = fieldDef ? fieldDef.type : undefined;
+      if (fieldType === 'checkbox') {
+        value = e.target.checked;
+      } else if (fieldType === 'number') {
+        value = e.target.value === '' ? '' : String(e.target.value);
+      } else {
+        value = e.target.value;
+      }
+      updateFn(fieldName, value);
+    }
   };
 
-  const handleParamsChange = (e) => {
+  // Handle form field changes
-    setParamsJson(e.target.value);
+  const handleConfigChange = (field, value) => {
+    try {
+      const config = JSON.parse(configJson);
+      config[field] = value;
+      setConfigJson(JSON.stringify(config, null, 2));
+    } catch (err) {
+      console.error('Error updating config:', err);
+    }
+  };
+
+  const handleParamsChange = (field, value) => {
+    try {
+      const params = JSON.parse(paramsJson);
+      params[field] = value;
+      setParamsJson(JSON.stringify(params, null, 2));
+    } catch (err) {
+      console.error('Error updating params:', err);
+    }
   };
 
   // Execute the selected action
@@ -135,34 +229,31 @@ function ActionsPlayground() {
         
         {selectedAction && (
           <div className="section-box">
-            <h2>Action Configuration</h2>
             
             <form onSubmit={handleExecuteAction}>
-              <div className="form-group mb-6">
+              {configFields.length > 0 && (
-                <label htmlFor="config-json">Configuration (JSON):</label>
+                <>
-                <textarea 
+                <h2>Configuration</h2>
-                  id="config-json"
+                <FormFieldDefinition
-                  value={configJson}
+                  fields={configFields}
-                  onChange={handleConfigChange}
+                  values={JSON.parse(configJson)}
-                  className="form-control"
+                  onChange={makeFieldChangeHandler(configFields, handleConfigChange)}
-                  rows="5"
+                  idPrefix="config_"
-                  placeholder='{"key": "value"}'
                 />
-                <p className="text-xs text-gray-400 mt-1">Enter JSON configuration for the action</p>
+                </>
-              </div>
+              )}
-              
+
-              <div className="form-group mb-6">
+              {paramFields.length > 0 && (
-                <label htmlFor="params-json">Parameters (JSON):</label>
+                <>
-                <textarea 
+                <h2>Parameters</h2>
-                  id="params-json"
+                <FormFieldDefinition
-                  value={paramsJson}
+                  fields={paramFields}
-                  onChange={handleParamsChange}
+                  values={JSON.parse(paramsJson)}
-                  className="form-control"
+                  onChange={makeFieldChangeHandler(paramFields, handleParamsChange)}
-                  rows="5"
+                  idPrefix="param_"
-                  placeholder='{"key": "value"}'
                 />
-                <p className="text-xs text-gray-400 mt-1">Enter JSON parameters for the action</p>
+                </>
-              </div>
+              )}
               
               <div className="flex justify-end">
                 <button 
@@ -194,9 +285,9 @@ function ActionsPlayground() {
               backgroundColor: 'rgba(30, 30, 30, 0.7)'
             }}>
               {typeof result === 'object' ? (
-                <pre style={{ margin: 0, whiteSpace: 'pre-wrap', wordBreak: 'break-word' }}>
+                <pre className="hljs"><code>
-                  {JSON.stringify(result, null, 2)}
+                  <div dangerouslySetInnerHTML={{ __html: hljs.highlight(JSON.stringify(result, null, 2), { language: 'json' }).value }}></div>
-                </pre>
+                </code></pre>
               ) : (
                 <pre style={{ margin: 0, whiteSpace: 'pre-wrap', wordBreak: 'break-word' }}>
                   {result}

webui/react-ui/src/pages/AgentStatus.jsx

@@ -1,4 +1,200 @@
 import { useState, useEffect } from 'react';
+import CollapsibleRawSections from '../components/CollapsibleRawSections';
+
+function ObservableSummary({ observable }) {
+  // --- CREATION SUMMARIES ---
+  const creation = observable?.creation || {};
+  // ChatCompletionRequest summary
+  let creationChatMsg = '';
+  // Prefer chat_completion_message if present (for jobs/top-level containers)
+  if (creation?.chat_completion_message && creation.chat_completion_message.content) {
+    creationChatMsg = creation.chat_completion_message.content;
+  } else {
+    const messages = creation?.chat_completion_request?.messages;
+    if (Array.isArray(messages) && messages.length > 0) {
+      const lastMsg = messages[messages.length - 1];
+      creationChatMsg = lastMsg?.content || '';
+    }
+  }
+  // FunctionDefinition summary
+  let creationFunctionDef = '';
+  if (creation?.function_definition?.name) {
+    creationFunctionDef = `Function: ${creation.function_definition.name}`;
+  }
+  // FunctionParams summary
+  let creationFunctionParams = '';
+  if (creation?.function_params && Object.keys(creation.function_params).length > 0) {
+    creationFunctionParams = `Params: ${JSON.stringify(creation.function_params)}`;
+  }
+
+  // --- COMPLETION SUMMARIES ---
+  const completion = observable?.completion || {};
+  // ChatCompletionResponse summary
+  let completionChatMsg = '';
+  const chatCompletion = completion?.chat_completion_response;
+  if (
+    chatCompletion &&
+    Array.isArray(chatCompletion.choices) &&
+    chatCompletion.choices.length > 0
+  ) {
+    const lastChoice = chatCompletion.choices[chatCompletion.choices.length - 1];
+    // Prefer tool_call summary if present
+    let toolCallSummary = '';
+    const toolCalls = lastChoice?.message?.tool_calls;
+    if (Array.isArray(toolCalls) && toolCalls.length > 0) {
+      toolCallSummary = toolCalls.map(tc => {
+        let args = '';
+        // For OpenAI-style, arguments are in tc.function.arguments, function name in tc.function.name
+        if (tc.function && tc.function.arguments) {
+          try {
+            args = typeof tc.function.arguments === 'string' ? tc.function.arguments : JSON.stringify(tc.function.arguments);
+          } catch (e) {
+            args = '[Unserializable arguments]';
+          }
+        }
+        const toolName = tc.function?.name || tc.name || 'unknown';
+        return `Tool call: ${toolName}(${args})`;
+      }).join('\n');
+    }
+    completionChatMsg = lastChoice?.message?.content || '';
+    // Attach toolCallSummary to completionChatMsg for rendering
+    if (toolCallSummary) {
+      completionChatMsg = { toolCallSummary, message: completionChatMsg };
+    }
+    // Else, it's just a string
+
+  }
+  // Conversation summary
+  let completionConversation = '';
+  if (Array.isArray(completion?.conversation) && completion.conversation.length > 0) {
+    const lastConv = completion.conversation[completion.conversation.length - 1];
+    completionConversation = lastConv?.content ? `${lastConv.content}` : '';
+  }
+  // ActionResult summary
+  let completionActionResult = '';
+  if (completion?.action_result) {
+    completionActionResult = `Action Result: ${String(completion.action_result).slice(0, 100)}`;
+  }
+  // AgentState summary
+  let completionAgentState = '';
+  if (completion?.agent_state) {
+    completionAgentState = `Agent State: ${JSON.stringify(completion.agent_state)}`;
+  }
+  // Error summary
+  let completionError = '';
+  if (completion?.error) {
+    completionError = `Error: ${completion.error}`;
+  }
+
+  let completionFilter = '';
+  if (completion?.filter_result) {
+    if (completion.filter_result?.has_triggers && !completion.filter_result?.triggered_by) {
+      completionFilter = 'Failed to match any triggers';
+    } else if (completion.filter_result?.triggered_by) {
+      completionFilter = `Triggered by ${completion.filter_result.triggered_by}`;
+    }
+
+    if (completion?.filter_result?.failed_by)
+      completionFilter = `${completionFilter ? completionFilter + ', ' : ''}Failed by ${completion.filter_result.failed_by}`;
+  }
+
+  // Only show if any summary is present
+  if (!creationChatMsg && !creationFunctionDef && !creationFunctionParams &&
+      !completionChatMsg && !completionConversation && !completionActionResult && 
+      !completionAgentState && !completionError && !completionFilter) {
+    return null;
+  }
+
+  return (
+    <div style={{ display: 'flex', flexDirection: 'column', gap: 2, margin: '2px 0 0 0' }}>
+      {/* CREATION */}
+      {creationChatMsg && (
+        <div title={creationChatMsg} style={{ display: 'flex', alignItems: 'center', color: '#cfc', fontSize: 14 }}>
+          <i className="fas fa-comment-dots" style={{ marginRight: 6, flex: '0 0 auto' }}></i>
+          <span style={{ overflow: 'hidden', textOverflow: 'ellipsis', whiteSpace: 'nowrap', display: 'block' }}>{creationChatMsg}</span>
+        </div>
+      )}
+      {creationFunctionDef && (
+        <div title={creationFunctionDef} style={{ display: 'flex', alignItems: 'center', color: '#cfc', fontSize: 14 }}>
+          <i className="fas fa-code" style={{ marginRight: 6, flex: '0 0 auto' }}></i>
+          <span style={{ overflow: 'hidden', textOverflow: 'ellipsis', whiteSpace: 'nowrap', display: 'block' }}>{creationFunctionDef}</span>
+        </div>
+      )}
+      {creationFunctionParams && (
+        <div title={creationFunctionParams} style={{ display: 'flex', alignItems: 'center', color: '#fc9', fontSize: 14 }}>
+          <i className="fas fa-sliders-h" style={{ marginRight: 6, flex: '0 0 auto' }}></i>
+          <span style={{ overflow: 'hidden', textOverflow: 'ellipsis', whiteSpace: 'nowrap', display: 'block' }}>{creationFunctionParams}</span>
+        </div>
+      )}
+      {/* COMPLETION */}
+      {/* COMPLETION: Tool call summary if present */}
+      {completionChatMsg && typeof completionChatMsg === 'object' && completionChatMsg.toolCallSummary && (
+        <div
+          title={completionChatMsg.toolCallSummary}
+          style={{
+            display: 'flex',
+            alignItems: 'center',
+            color: '#ffd966', // Distinct color for tool calls
+            fontSize: 14,
+            marginTop: 2,
+            whiteSpace: 'pre-line',
+            wordBreak: 'break-all',
+          }}
+        >
+          <i className="fas fa-tools" style={{ marginRight: 6, flex: '0 0 auto' }}></i>
+          <span style={{ whiteSpace: 'pre-line', display: 'block' }}>{completionChatMsg.toolCallSummary}</span>
+        </div>
+      )}
+      {/* COMPLETION: Message content if present */}
+      {completionChatMsg && ((typeof completionChatMsg === 'object' && completionChatMsg.message) || typeof completionChatMsg === 'string') && (
+        <div
+          title={typeof completionChatMsg === 'object' ? completionChatMsg.message : completionChatMsg}
+          style={{
+            display: 'flex',
+            alignItems: 'center',
+            color: '#8fc7ff',
+            fontSize: 14,
+            marginTop: 2,
+          }}
+        >
+          <i className="fas fa-robot" style={{ marginRight: 6, flex: '0 0 auto' }}></i>
+          <span style={{ overflow: 'hidden', textOverflow: 'ellipsis', whiteSpace: 'nowrap', display: 'block' }}>{typeof completionChatMsg === 'object' ? completionChatMsg.message : completionChatMsg}</span>
+        </div>
+      )}
+      {completionConversation && (
+        <div title={completionConversation} style={{ display: 'flex', alignItems: 'center', color: '#b8e2ff', fontSize: 14 }}>
+          <i className="fas fa-comments" style={{ marginRight: 6, flex: '0 0 auto' }}></i>
+          <span style={{ overflow: 'hidden', textOverflow: 'ellipsis', whiteSpace: 'nowrap', display: 'block' }}>{completionConversation}</span>
+        </div>
+      )}
+      {completionActionResult && (
+        <div title={completionActionResult} style={{ display: 'flex', alignItems: 'center', color: '#ffd700', fontSize: 14 }}>
+          <i className="fas fa-bolt" style={{ marginRight: 6, flex: '0 0 auto' }}></i>
+          <span style={{ overflow: 'hidden', textOverflow: 'ellipsis', whiteSpace: 'nowrap', display: 'block' }}>{completionActionResult}</span>
+        </div>
+      )}
+      {completionAgentState && (
+        <div title={completionAgentState} style={{ display: 'flex', alignItems: 'center', color: '#ffb8b8', fontSize: 14 }}>
+          <i className="fas fa-brain" style={{ marginRight: 6, flex: '0 0 auto' }}></i>
+          <span style={{ overflow: 'hidden', textOverflow: 'ellipsis', whiteSpace: 'nowrap', display: 'block' }}>{completionAgentState}</span>
+        </div>
+      )}
+      {completionError && (
+        <div title={completionError} style={{ display: 'flex', alignItems: 'center', color: '#f66', fontSize: 14 }}>
+          <i className="fas fa-exclamation-triangle" style={{ marginRight: 6, flex: '0 0 auto' }}></i>
+          <span style={{ overflow: 'hidden', textOverflow: 'ellipsis', whiteSpace: 'nowrap', display: 'block' }}>{completionError}</span>
+        </div>
+      )}
+      {completionFilter && (
+        <div title={completionFilter} style={{ display: 'flex', alignItems: 'center', color: '#ffd7', fontSize: 14 }}>
+          <i className="fas fa-shield-alt" style={{ marginRight: 6, flex: '0 0 auto' }}></i>
+          <span style={{ overflow: 'hidden', textOverflow: 'ellipsis', whiteSpace: 'nowrap', display: 'block' }}>{completionFilter}</span>
+        </div>
+      )}
+    </div>
+  );
+}
+
 import { useParams, Link } from 'react-router-dom';
 import hljs from 'highlight.js/lib/core';
 import json from 'highlight.js/lib/languages/json';
@@ -7,7 +203,7 @@ import 'highlight.js/styles/monokai.css';
 hljs.registerLanguage('json', json);
 
 function AgentStatus() {
-  const [showStatus, setShowStatus] = useState(true);
+  const [showStatus, setShowStatus] = useState(false);
   const { name } = useParams();
   const [statusData, setStatusData] = useState(null);
   const [loading, setLoading] = useState(true);
@@ -94,17 +290,16 @@ function AgentStatus() {
       setObservableMap(prevMap => {
         const prev = prevMap[data.id] || {};
         const updated = {
-          ...prev,
           ...data,
-          creation: data.creation,
+          ...prev,
-          progress: data.progress,
-          completion: data.completion,
         };
         // Events can be received out of order
         if (data.creation)
           updated.creation = data.creation;
         if (data.completion)
           updated.completion = data.completion;
+        if ((data.progress?.length ?? 0) > (prev.progress?.length ?? 0))
+          updated.progress = data.progress;
         if (data.parent_id && !prevMap[data.parent_id])
           prevMap[data.parent_id] = {
             id: data.parent_id,
@@ -252,12 +447,17 @@ function AgentStatus() {
                           setExpandedCards(new Map(expandedCards).set(container.id, newExpanded));
                         }}
                       >
-                        <div style={{ display: 'flex', gap: '10px', alignItems: 'center' }}>
+                        <div style={{ display: 'flex', gap: '10px', alignItems: 'center', maxWidth: '90%' }}>
-  <i className={`fas fa-${container.icon || 'robot'}`} style={{ verticalAlign: '-0.125em' }}></i>
+                          <i className={`fas fa-${container.icon || 'robot'}`} style={{ verticalAlign: '-0.125em' }}></i>
-  <span>
+                          <span style={{ width: '100%' }}>
-    <span className='stat-label'>{container.name}</span>#<span className='stat-label'>{container.id}</span>
+                            <div style={{ display: 'flex', flexDirection: 'column', flex: 1 }}>
-  </span>
+                              <span>
-</div>
+                                <span className='stat-label'>{container.name}</span>#<span className='stat-label'>{container.id}</span>
+                              </span>
+                              <ObservableSummary observable={container} />
+                            </div>
+                          </span>
+                        </div>
                         <div style={{ display: 'flex', alignItems: 'center', gap: '8px' }}>
                           <i
                             className={`fas fa-chevron-${expandedCards.get(container.id) ? 'up' : 'down'}`}
@@ -279,18 +479,23 @@ function AgentStatus() {
                               const isExpanded = expandedCards.get(childKey);
                               return (
                                 <div key={`${container.id}-child-${child.id}`} className='card' style={{ background: '#222', marginBottom: '0.5em' }}>
-                                  <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', cursor: 'pointer' }}
+                                  <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', cursor: 'hand', maxWidth: '100%' }}
                                     onClick={() => {
                                       const newExpanded = !expandedCards.get(childKey);
                                       setExpandedCards(new Map(expandedCards).set(childKey, newExpanded));
                                     }}
                                   >
-                                    <div style={{ display: 'flex', gap: '10px', alignItems: 'center' }}>
+                                    <div style={{ display: 'flex', maxWidth: '90%', gap: '10px', alignItems: 'center' }}>
-  <i className={`fas fa-${child.icon || 'robot'}`} style={{ verticalAlign: '-0.125em' }}></i>
+                                      <i className={`fas fa-${child.icon || 'robot'}`} style={{ verticalAlign: '-0.125em' }}></i>
-  <span>
+                                      <span style={{ width: '100%' }}>
-    <span className='stat-label'>{child.name}</span>#<span className='stat-label'>{child.id}</span>
+                                        <div style={{ display: 'flex', flexDirection: 'column', flex: 1 }}>
-  </span>
+                                          <span>
-</div>
+                                            <span className='stat-label'>{child.name}</span>#<span className='stat-label'>{child.id}</span>
+                                          </span>
+                                          <ObservableSummary observable={child} />
+                                        </div>
+                                      </span>
+                                    </div>
                                     <div style={{ display: 'flex', alignItems: 'center', gap: '8px' }}>
                                       <i
                                         className={`fas fa-chevron-${isExpanded ? 'up' : 'down'}`}
@@ -303,60 +508,14 @@ function AgentStatus() {
                                     </div>
                                   </div>
                                   <div style={{ display: isExpanded ? 'block' : 'none' }}>
-                                    {child.creation && (
+                                    <CollapsibleRawSections container={child} />
-                                      <div>
-                                        <h5>Creation:</h5>
-                                        <pre className="hljs"><code>
-                                          <div dangerouslySetInnerHTML={{ __html: hljs.highlight(JSON.stringify(child.creation || {}, null, 2), { language: 'json' }).value }}></div>
-                                        </code></pre>
-                                      </div>
-                                    )}
-                                    {child.progress && child.progress.length > 0 && (
-                                      <div>
-                                        <h5>Progress:</h5>
-                                        <pre className="hljs"><code>
-                                          <div dangerouslySetInnerHTML={{ __html: hljs.highlight(JSON.stringify(child.progress || {}, null, 2), { language: 'json' }).value }}></div>
-                                        </code></pre>
-                                      </div>
-                                    )}
-                                    {child.completion && (
-                                      <div>
-                                        <h5>Completion:</h5>
-                                        <pre className="hljs"><code>
-                                          <div dangerouslySetInnerHTML={{ __html: hljs.highlight(JSON.stringify(child.completion || {}, null, 2), { language: 'json' }).value }}></div>
-                                        </code></pre>
-                                      </div>
-                                    )}
                                   </div>
                                 </div>
                               );
                             })}
                           </div>
                         )}
-                        {container.creation && (
+                        <CollapsibleRawSections container={container} />
-                          <div>
-                            <h4>Creation:</h4>
-                            <pre className="hljs"><code>
-                              <div dangerouslySetInnerHTML={{ __html: hljs.highlight(JSON.stringify(container.creation || {}, null, 2), { language: 'json' }).value }}></div>
-                            </code></pre>
-                          </div>
-                        )}
-                        {container.progress && container.progress.length > 0 && (
-                          <div>
-                            <h4>Progress:</h4>
-                            <pre className="hljs"><code>
-                              <div dangerouslySetInnerHTML={{ __html: hljs.highlight(JSON.stringify(container.progress || {}, null, 2), { language: 'json' }).value }}></div>
-                            </code></pre>
-                          </div>
-                        )}
-                        {container.completion && (
-                          <div>
-                            <h4>Completion:</h4>
-                            <pre className="hljs"><code>
-                              <div dangerouslySetInnerHTML={{ __html: hljs.highlight(JSON.stringify(container.completion || {}, null, 2), { language: 'json' }).value }}></div>
-                            </code></pre>
-                          </div>
-                        )}
                       </div>
                     </div>
                   </div>

webui/react-ui/src/utils/api.js

@@ -24,6 +24,50 @@ const buildUrl = (endpoint) => {
   return `${API_CONFIG.baseUrl}${endpoint.startsWith('/') ? endpoint.substring(1) : endpoint}`;
 };
 
+// Helper function to convert ActionDefinition to FormFieldDefinition format
+const convertActionDefinitionToFields = (definition) => {
+  if (!definition || !definition.Properties) {
+    return [];
+  }
+
+  const fields = [];
+  const required = definition.Required || [];
+
+  console.debug('Action definition:', definition);
+
+  Object.entries(definition.Properties).forEach(([name, property]) => {
+    const field = {
+      name,
+      label: name.charAt(0).toUpperCase() + name.slice(1),
+      type: 'text', // Default to text, we'll enhance this later
+      required: required.includes(name),
+      helpText: property.Description || '',
+      defaultValue: property.Default,
+    };
+
+    if (property.enum && property.enum.length > 0) {
+      field.type = 'select';
+      field.options = property.enum;
+    } else {
+      switch (property.type) {
+        case 'integer':
+          field.type = 'number';
+          field.min = property.Minimum;
+          field.max = property.Maximum;
+        break;
+      case 'boolean':
+        field.type = 'checkbox';
+        break;
+    }
+    // TODO: Handle Object and Array types which require nested fields
+  }
+
+    fields.push(field);
+  });
+
+  return fields;
+};
+
 // Agent-related API calls
 export const agentApi = {
   // Get list of all agents
@@ -77,6 +121,7 @@ export const agentApi = {
         groupedMetadata.actions = metadata.Actions;
       }
       groupedMetadata.dynamicPrompts = metadata.DynamicPrompts;
+      groupedMetadata.filters = metadata.Filters;
 
       return groupedMetadata;
     }
@@ -215,7 +260,18 @@ export const actionApi = {
     });
     return handleResponse(response);
   },
-  
+
+  // Get action definition
+  getActionDefinition: async (name, config = {}) => {
+    const response = await fetch(buildUrl(API_CONFIG.endpoints.actionDefinition(name)), {
+      method: 'POST',
+      headers: API_CONFIG.headers,
+      body: JSON.stringify(config),
+    });
+    const definition = await handleResponse(response);
+    return convertActionDefinitionToFields(definition);
+  },
+
   // Execute an action for an agent
   executeAction: async (name, actionData) => {
     const response = await fetch(buildUrl(API_CONFIG.endpoints.executeAction(name)), {