chore(mcpbox): use ubuntu:24.04 as base

Signed-off-by: mudler <mudler@localai.io>

.github/workflows/tests.yml

@@ -30,29 +30,17 @@ 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 make
+        sudo apt-get install -y docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin
         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: |
-        if [[ "$GITHUB_EVENT_NAME" == "pull_request" ]]; then
+        sudo apt-get update && sudo apt-get install -y make
-          make tests-mock
+        make tests
-        else
-          make tests
-        fi
     #sudo mv coverage/coverage.txt coverage.txt
     #sudo chmod 777 coverage.txt
 

.github/workflows/tests_fragile.yml

@@ -1,49 +0,0 @@
-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

@@ -20,12 +20,10 @@ COPY . .
 RUN CGO_ENABLED=0 GOOS=linux go build -o mcpbox ./cmd/mcpbox
 
 # Final stage
-FROM ubuntu:24.04
+FROM ubuntu:22.04
-
-ENV DEBIAN_FRONTEND=noninteractive
 
 # Install runtime dependencies
-RUN apt-get update && apt-get install -y ca-certificates tzdata docker.io bash wget curl
+RUN apt-get update && apt-get install -y ca-certificates tzdata docker.io bash
 
 # Create non-root user
 #RUN adduser -D -g '' appuser

Makefile

@@ -3,8 +3,6 @@ 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)
@@ -15,9 +13,6 @@ 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
 
@@ -42,4 +37,4 @@ 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

@@ -11,9 +11,6 @@
 [![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.
@@ -72,13 +69,6 @@ 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:
@@ -190,6 +180,14 @@ 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
@@ -261,158 +259,6 @@ 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:
@@ -439,8 +285,7 @@ cd ../.. && go run main.go
 
 Link your agents to the services you already use. Configuration examples below.
 
-<details>
+### GitHub Issues
-<summary><strong>GitHub Issues</strong></summary>
 
 ```json
 {
@@ -450,10 +295,8 @@ Link your agents to the services you already use. Configuration examples below.
   "botUserName": "bot-username"
 }
 ```
-</details>
 
-<details>
+### Discord
-<summary><strong>Discord</strong></summary>
 
 After [creating your Discord bot](https://discordpy.readthedocs.io/en/stable/discord.html):
 
@@ -465,10 +308,8 @@ 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>
 
-<details>
+### Slack
-<summary><strong>Slack</strong></summary>
 
 Use the included `slack.yaml` manifest to create your app, then configure:
 
@@ -481,10 +322,9 @@ 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>
+
-<summary><strong>Telegram</strong></summary>
+### Telegram
 
 Get a token from @botfather, then:
 
@@ -493,10 +333,8 @@ Get a token from @botfather, then:
   "token": "your-bot-father-token" 
 }
 ```
-</details>
 
-<details>
+### IRC
-<summary><strong>IRC</strong></summary>
 
 Connect to IRC networks:
 
@@ -509,12 +347,10 @@ Connect to IRC networks:
   "alwaysReply": "false"
 }
 ```
-</details>
 
 ## REST API
 
-<details>
+### Agent Management
-<summary><strong>Agent Management</strong></summary>
 
 | Endpoint | Method | Description | Example |
 |----------|--------|-------------|---------|
@@ -529,10 +365,8 @@ 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>
 
-<details>
+### Actions and Groups
-<summary><strong>Actions and Groups</strong></summary>
 
 | Endpoint | Method | Description | Example |
 |----------|--------|-------------|---------|
@@ -540,10 +374,8 @@ 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>
 
-<details>
+### Chat Interactions
-<summary><strong>Chat Interactions</strong></summary>
 
 | Endpoint | Method | Description | Example |
 |----------|--------|-------------|---------|
@@ -551,7 +383,6 @@ 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>
@@ -639,13 +470,11 @@ 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
@@ -678,25 +507,6 @@ 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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (a *CustomAction) Run(ctx context.Context, 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
@@ -95,11 +95,6 @@ func (a *CustomAction) Run(ctx context.Context, sharedState *types.AgentSharedSt
 
 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(), nil, types.ActionParams{
+			runResult, err := customAction.Run(context.Background(), 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(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (a *GoalAction) Run(context.Context, 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(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (a *IntentAction) Run(context.Context, 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(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (a *ConversationAction) Run(context.Context, 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(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (a *StopAction) Run(context.Context, 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(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (a *PlanAction) Run(context.Context, 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(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (a *ReasoningAction) Run(context.Context, 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(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (string, error) {
+func (a *ReplyAction) Run(context.Context, 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(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (a *StateAction) Run(context.Context, types.ActionParams) (types.ActionResult, error) {
 	return types.ActionResult{Result: "internal state has been updated"}, nil
 }
 

core/agent/actions.go

@@ -480,18 +480,13 @@ func (a *Agent) pickAction(job *types.Job, templ string, messages []openai.ChatC
 		}, c...)
 	}
 
-	reasoningAction := action.NewReasoning()
 	thought, err := a.decision(job,
 		c,
-		types.Actions{reasoningAction}.ToTools(),
+		types.Actions{action.NewReasoning()}.ToTools(),
-		reasoningAction.Definition().Name.String(), maxRetries)
+		action.NewReasoning().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

@@ -5,8 +5,6 @@ import (
 	"errors"
 	"fmt"
 	"os"
-	"regexp"
-	"strings"
 	"sync"
 	"time"
 
@@ -29,7 +27,7 @@ type Agent struct {
 	sync.Mutex
 	options   *options
 	Character Character
-	client    llm.LLMClient
+	client    *openai.Client
 	jobQueue  chan *types.Job
 	context   *types.ActionContext
 
@@ -46,8 +44,6 @@ type Agent struct {
 	newMessagesSubscribers []func(openai.ChatCompletionMessage)
 
 	observer Observer
-
-	sharedState *types.AgentSharedState
 }
 
 type RAGDB interface {
@@ -63,12 +59,7 @@ func New(opts ...Option) (*Agent, error) {
 		return nil, fmt.Errorf("failed to set options: %v", err)
 	}
 
-	var client llm.LLMClient
+	client := llm.NewClient(options.LLMAPI.APIKey, options.LLMAPI.APIURL, options.timeout)
-	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 {
@@ -85,7 +76,6 @@ 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
@@ -126,15 +116,6 @@ 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 {
@@ -199,12 +180,6 @@ 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,
@@ -311,7 +286,7 @@ 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(), a.sharedState, params)
+			res, err := act.Run(job.GetContext(), params)
 			if err != nil {
 				if obs != nil {
 					obs.Completion = &types.Completion{
@@ -509,84 +484,13 @@ func (a *Agent) processUserInputs(job *types.Job, role string, conv Messages) Me
 	return conv
 }
 
-func (a *Agent) filterJob(job *types.Job) (ok bool, err error) {
+func (a *Agent) consumeJob(job *types.Job, role string) {
-	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()
@@ -616,14 +520,6 @@ func (a *Agent) consumeJob(job *types.Job, role string, retries int) {
 	}
 
 	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
@@ -657,7 +553,7 @@ func (a *Agent) consumeJob(job *types.Job, role string, retries int) {
 				xlog.Error("Error generating parameters, trying again", "error", err)
 				// try again
 				job.SetNextAction(&chosenAction, nil, reasoning)
-				a.consumeJob(job, role, retries-1)
+				a.consumeJob(job, role)
 				return
 			}
 			actionParams = p.actionParams
@@ -675,15 +571,36 @@ func (a *Agent) consumeJob(job *types.Job, role string, retries int) {
 		}
 	}
 
+	// 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: a.cleanupLLMResponse(reasoning),
+				Content: reasoning,
 			})
 		} else {
 			xlog.Info("No reasoning, just reply", "agent", a.Character.Name)
@@ -692,28 +609,10 @@ func (a *Agent) consumeJob(job *types.Job, role string, retries int) {
 				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) {
@@ -743,7 +642,7 @@ func (a *Agent) consumeJob(job *types.Job, role string, retries int) {
 			xlog.Error("Error generating parameters, trying again", "error", err)
 			// try again
 			job.SetNextAction(&chosenAction, nil, reasoning)
-			a.consumeJob(job, role, retries-1)
+			a.consumeJob(job, role)
 			return
 		}
 		actionParams = params.actionParams
@@ -763,22 +662,6 @@ func (a *Agent) consumeJob(job *types.Job, role string, retries int) {
 		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{
@@ -803,6 +686,8 @@ func (a *Agent) consumeJob(job *types.Job, role string, retries int) {
 	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),
@@ -849,6 +734,9 @@ func (a *Agent) consumeJob(job *types.Job, role string, retries int) {
 	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)
 		}
 
@@ -887,54 +775,42 @@ func (a *Agent) consumeJob(job *types.Job, role string, retries int) {
 		// The agent decided to do another action
 		// call ourselves again
 		job.SetNextAction(&followingAction, &followingParams, reasoning)
-		a.consumeJob(job, role, retries)
+		a.consumeJob(job, role)
-		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)
 
-	forceResponsePrompt := "Reply to the user without using any tools or function calls. Just reply with the message."
+	// decode the response
+	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 {
@@ -950,19 +826,39 @@ 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
-				Role:    "system",
+	// resp, err := a.client.CreateChatCompletion(ctx,
-				Content: forceResponsePrompt,
+	// 	openai.ChatCompletionRequest{
-			},
+	// 		Model: a.options.LLMAPI.Model,
-		}, conv...)
+	// 		Messages: append(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)
@@ -975,21 +871,13 @@ func (a *Agent) reply(job *types.Job, role string, conv Messages, actionParams t
 		return
 	}
 
-	msg.Content = a.cleanupLLMResponse(msg.Content)
+	// If we didn't got any message, we can use the response from the action
+	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)
 
-	if msg.Content == "" {
+		msg = openai.ChatCompletionMessage{
-		// If we didn't got any message, we can use the response from the action (it should be a reply)
+			Role:    "assistant",
-
+			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)
 		}
 	}
 
@@ -1072,7 +960,7 @@ func (a *Agent) periodicallyRun(timer *time.Timer) {
 		types.WithReasoningCallback(a.options.reasoningCallback),
 		types.WithResultCallback(a.options.resultCallback),
 	)
-	a.consumeJob(whatNext, SystemRole, a.options.loopDetectionSteps)
+	a.consumeJob(whatNext, SystemRole)
 
 	xlog.Info("STOP -- Periodically run is done", "agent", a.Character.Name)
 
@@ -1156,7 +1044,7 @@ 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.options.loopDetectionSteps)
+			a.consumeJob(job, UserRole)
 			timer.Reset(a.options.periodicRuns)
 		case <-a.context.Done():
 			// Agent has been canceled, return error

core/agent/agent_suite_test.go

@@ -1,7 +1,6 @@
 package agent_test
 
 import (
-	"net/url"
 	"os"
 	"testing"
 
@@ -14,19 +13,15 @@ func TestAgent(t *testing.T) {
 	RunSpecs(t, "Agent test suite")
 }
 
-var (
+var testModel = os.Getenv("LOCALAGI_MODEL")
-	testModel      = os.Getenv("LOCALAGI_MODEL")
+var apiURL = os.Getenv("LOCALAI_API_URL")
-	apiURL         = os.Getenv("LOCALAI_API_URL")
+var apiKeyURL = os.Getenv("LOCALAI_API_KEY")
-	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() {
-	useRealLocalAI = isValidURL(apiURL) && apiURL != "" && testModel != ""
+	if testModel == "" {
+		testModel = "hermes-2-pro-mistral"
+	}
+	if apiURL == "" {
+		apiURL = "http://192.168.68.113:8080"
+	}
 }

core/agent/agent_test.go

@@ -7,11 +7,9 @@ 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"
@@ -46,7 +44,7 @@ func (a *TestAction) Plannable() bool {
 	return true
 }
 
-func (a *TestAction) Run(c context.Context, sharedState *types.AgentSharedState, p types.ActionParams) (types.ActionResult, error) {
+func (a *TestAction) Run(c context.Context, 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
@@ -113,102 +111,25 @@ 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 {
-				if useRealLocalAI {
+				// test apiURL is working and available
-					_, 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(
-				WithLLMClient(llmClient),
+				WithLLMAPIURL(apiURL),
 				WithModel(testModel),
+				EnableForceReasoning,
+				WithTimeout("10m"),
+				WithLoopDetectionSteps(3),
+				//	WithRandomIdentity(),
 				WithActions(&TestAction{response: map[string]string{
 					"boston": testActionResult,
 					"milan":  testActionResult2,
@@ -218,6 +139,7 @@ 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"),
@@ -226,51 +148,40 @@ 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(
-				WithLLMClient(llmClient),
+				WithLLMAPIURL(apiURL),
 				WithModel(testModel),
+				WithTimeout("10m"),
+				//	WithRandomIdentity(),
 				WithActions(&TestAction{response: map[string]string{
 					"boston": testActionResult,
-				}}),
+				},
+				}),
 			)
 			Expect(err).ToNot(HaveOccurred())
 			go agent.Run()
@@ -287,29 +198,13 @@ 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(
-				WithLLMClient(llmClient),
+				WithLLMAPIURL(apiURL),
 				WithModel(testModel),
+				WithTimeout("10m"),
 				EnableHUD,
+				//	EnableStandaloneJob,
+				//	WithRandomIdentity(),
 				WithPermanentGoal("I want to learn to play music"),
 			)
 			Expect(err).ToNot(HaveOccurred())
@@ -319,64 +214,17 @@ var _ = Describe("Agent test", func() {
 			result := agent.Ask(
 				types.WithText("Update your goals such as you want to learn to play the guitar"),
 			)
-			fmt.Fprintf(GinkgoWriter, "\n%+v\n", result)
+			fmt.Printf("%+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(
-				WithLLMClient(llmClient),
+				WithLLMAPIURL(apiURL),
 				WithModel(testModel),
-				WithLoopDetectionSteps(2),
+				WithLLMAPIKey(apiKeyURL),
+				WithTimeout("10m"),
 				WithActions(
 					&TestAction{response: map[string]string{
 						"boston": testActionResult,
@@ -385,6 +233,8 @@ var _ = Describe("Agent test", func() {
 				),
 				EnablePlanning,
 				EnableForceReasoning,
+				//	EnableStandaloneJob,
+				//	WithRandomIdentity(),
 			)
 			Expect(err).ToNot(HaveOccurred())
 			go agent.Run()
@@ -406,44 +256,17 @@ 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(
-				WithLLMClient(llmClient),
+				WithLLMAPIURL(apiURL),
 				WithModel(testModel),
+				WithLLMAPIKey(apiKeyURL),
+				WithTimeout("10m"),
 				WithNewConversationSubscriber(func(m openai.ChatCompletionMessage) {
 					mu.Lock()
 					message = m
@@ -459,6 +282,8 @@ 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()
@@ -468,7 +293,7 @@ var _ = Describe("Agent test", func() {
 				mu.Lock()
 				defer mu.Unlock()
 				return message.Content
-			}, "10m", "1s").ShouldNot(BeEmpty())
+			}, "10m", "10s").ShouldNot(BeEmpty())
 		})
 
 		/*
@@ -522,7 +347,7 @@ var _ = Describe("Agent test", func() {
 				// result := agent.Ask(
 				// 	WithText("Update your goals such as you want to learn to play the guitar"),
 				// )
-				// fmt.Fprintf(GinkgoWriter, "%+v\n", result)
+				// fmt.Printf("%+v\n", result)
 				// Expect(result.Error).ToNot(HaveOccurred())
 				// Expect(agent.State().Goal).To(ContainSubstring("guitar"), fmt.Sprint(agent.State()))
 			})

core/agent/evaluation.go

@@ -1,162 +0,0 @@
-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.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.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.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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (m *mcpAction) Run(ctx context.Context, 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

@@ -7,7 +7,6 @@ import (
 
 	"github.com/mudler/LocalAGI/core/types"
 	"github.com/sashabaranov/go-openai"
-	"github.com/mudler/LocalAGI/pkg/llm"
 )
 
 type Option func(*options) error
@@ -20,15 +19,12 @@ 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
@@ -44,10 +40,6 @@ type options struct {
 	kbResults             int
 	ragdb                 RAGDB
 
-	// Evaluation settings
-	maxEvaluationLoops int
-	enableEvaluation   bool
-
 	prompts []DynamicPrompt
 
 	systemPrompt string
@@ -66,16 +58,6 @@ 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 {
@@ -84,11 +66,8 @@ 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",
@@ -163,17 +142,6 @@ 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
@@ -403,35 +371,9 @@ 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

@@ -1,57 +1,29 @@
 package agent_test
 
 import (
-	"context"
+	"net/http"
-	"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(
-				WithLLMClient(llmClient),
+				WithLLMAPIURL(apiURL),
 				WithModel(testModel),
 				WithTimeout("10m"),
 				WithRandomIdentity(),
@@ -65,40 +37,14 @@ 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(
+			agent, err = New(WithRandomIdentity())
-				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

@@ -1,13 +0,0 @@
-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/state/config.go

@@ -31,11 +31,6 @@ 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"`
@@ -44,17 +39,15 @@ 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"`
@@ -74,13 +67,9 @@ 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
@@ -92,7 +81,6 @@ func NewAgentConfigMeta(
 	actionsConfig []config.FieldGroup,
 	connectorsConfig []config.FieldGroup,
 	dynamicPromptsConfig []config.FieldGroup,
-	filtersConfig []config.FieldGroup,
 ) AgentConfigMeta {
 	return AgentConfigMeta{
 		Fields: []config.Field{
@@ -265,7 +253,7 @@ func NewAgentConfigMeta(
 				Name:         "enable_reasoning",
 				Label:        "Enable Reasoning",
 				Type:         "checkbox",
-				DefaultValue: true,
+				DefaultValue: false,
 				HelpText:     "Enable agent to explain its reasoning process",
 				Tags:         config.Tags{Section: "AdvancedSettings"},
 			},
@@ -304,40 +292,6 @@ 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{
 			{
@@ -356,7 +310,6 @@ func NewAgentConfigMeta(
 		DynamicPrompts: dynamicPromptsConfig,
 		Connectors:     connectorsConfig,
 		Actions:        actionsConfig,
-		Filters:        filtersConfig,
 	}
 }
 

core/state/pool.go

@@ -38,7 +38,6 @@ 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
 }
@@ -79,7 +78,6 @@ 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) {
@@ -112,7 +110,6 @@ func NewAgentPool(
 			connectors:             connectors,
 			availableActions:       availableActions,
 			dynamicPrompt:          promptBlocks,
-			filters:                filters,
 			timeout:                timeout,
 			conversationLogs:       conversationPath,
 		}, nil
@@ -138,7 +135,6 @@ func NewAgentPool(
 		connectors:             connectors,
 		localRAGAPI:            LocalRAGAPI,
 		dynamicPrompt:          promptBlocks,
-		filters:                filters,
 		availableActions:       availableActions,
 		timeout:                timeout,
 		conversationLogs:       conversationPath,
@@ -247,7 +243,7 @@ func createAgentAvatar(APIURL, APIKey, model, imageModel, avatarDir string, agen
 		ImagePrompt string `json:"image_prompt"`
 	}
 
-	err := llm.GenerateTypedJSONWithGuidance(
+	err := llm.GenerateTypedJSON(
 		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,
@@ -341,8 +337,6 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs O
 
 	if config.Model != "" {
 		model = config.Model
-	} else {
-		config.Model = model
 	}
 
 	if config.MCPBoxURL != "" {
@@ -353,17 +347,12 @@ 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 != "" {
@@ -377,7 +366,6 @@ 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{}
@@ -390,11 +378,6 @@ 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,
@@ -402,7 +385,6 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs O
 		"api_url", a.apiURL,
 		"actions", actionsLog,
 		"connectors", connectorLog,
-		"filters", filtersLog,
 	)
 
 	// dynamicPrompts := []map[string]string{}
@@ -424,7 +406,6 @@ 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{
@@ -462,7 +443,6 @@ 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 {
@@ -546,10 +526,6 @@ 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))
 	}
@@ -562,13 +538,6 @@ 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, sharedState *AgentSharedState, action ActionParams) (ActionResult, error)
+	Run(ctx context.Context, action ActionParams) (ActionResult, error)
 	Definition() ActionDefinition
 	Plannable() bool
 }

core/types/filters.go

@@ -1,15 +0,0 @@
-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

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

@@ -6,7 +6,6 @@ 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"`
@@ -24,8 +23,7 @@ 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,omitempty"`
+	AgentState             *AgentInternalState            `json:"agent_state"`
-	FilterResult 					 *FilterResult 									`json:"filter_result,omitempty"`
 }
 
 type Observable struct {

core/types/state.go

@@ -1,11 +1,6 @@
 package types
 
-import (
+import "fmt"
-	"fmt"
-	"time"
-
-	"github.com/mudler/LocalAGI/core/conversations"
-)
 
 // State is the structure
 // that is used to keep track of the current state
@@ -25,23 +20,6 @@ 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

@@ -17,11 +17,6 @@ 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

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

docker-compose.yaml

@@ -54,28 +54,14 @@ services:
       - "8080"
     volumes:
       - ./volumes/mcpbox:/app/data
-    environment:
+      # share docker socket if you want it to be able to run docker commands
-      - DOCKER_HOST=tcp://dind:2375
+      - /var/run/docker.sock:/var/run/docker.sock
-    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

@@ -10,77 +10,70 @@ 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 v1.15.0
+	github.com/go-telegram/bot v1.14.2
 	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 v1.39.1
+	github.com/sashabaranov/go-openai v1.38.2
 	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 v1.61.0
+	github.com/valyala/fasthttp v1.60.0
 	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 v1.10.3 // indirect
+	github.com/PuerkitoBio/goquery v1.8.1 // indirect
 	github.com/andybalholm/brotli v1.1.1 // indirect
-	github.com/andybalholm/cascadia v1.3.3 // indirect
+	github.com/andybalholm/cascadia v1.3.2 // indirect
-	github.com/antchfx/htmlquery v1.3.4 // indirect
+	github.com/antchfx/htmlquery v1.3.0 // indirect
-	github.com/antchfx/xmlquery v1.4.4 // indirect
+	github.com/antchfx/xmlquery v1.3.17 // indirect
-	github.com/antchfx/xpath v1.3.4 // indirect
+	github.com/antchfx/xpath v1.2.4 // indirect
 	github.com/bahlo/generic-list-go v0.2.0 // indirect
 	github.com/buger/jsonparser v1.1.1 // indirect
-	github.com/bytedance/sonic v1.13.2 // indirect
+	github.com/dlclark/regexp2 v1.10.0 // indirect
-	github.com/bytedance/sonic/loader v0.2.4 // indirect
+	github.com/gin-contrib/sse v0.1.0 // indirect
-	github.com/cloudwego/base64x v0.1.5 // indirect
+	github.com/gin-gonic/gin v1.8.1 // 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 v0.14.1 // indirect
+	github.com/go-playground/locales v0.14.0 // indirect
-	github.com/go-playground/universal-translator v0.18.1 // indirect
+	github.com/go-playground/universal-translator v0.18.0 // indirect
-	github.com/go-playground/validator/v10 v10.26.0 // indirect
+	github.com/go-playground/validator/v10 v10.10.0 // 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 v0.10.5 // indirect
+	github.com/goccy/go-json v0.9.7 // 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 v0.0.0-20241129210726-2c02b8208cf8 // indirect
+	github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // 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 v0.0.0-20250423184734-337e5dd93bb4 // indirect
+	github.com/google/pprof v0.0.0-20250403155104-27863c87afa6 // indirect
-	github.com/invopop/jsonschema v0.13.0 // indirect
+	github.com/gorilla/websocket v1.5.3 // 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/klauspost/cpuid/v2 v2.2.10 // indirect
+	github.com/leodido/go-urn v1.2.1 // indirect
-	github.com/leodido/go-urn v1.4.0 // indirect
+	github.com/mailru/easyjson v0.7.7 // indirect
-	github.com/mailru/easyjson v0.9.0 // indirect
+	github.com/mattn/go-colorable v0.1.13 // 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 v2.2.4 // indirect
+	github.com/pelletier/go-toml/v2 v2.0.9 // indirect
 	github.com/pkg/errors v0.9.1 // indirect
-	github.com/pkoukk/tiktoken-go v0.1.7 // indirect
+	github.com/pkoukk/tiktoken-go v0.1.6 // indirect
-	github.com/rivo/uniseg v0.4.7 // indirect
+	github.com/rivo/uniseg v0.2.0 // 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
@@ -88,21 +81,17 @@ 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/twitchyliquid64/golang-asm v0.15.1 // indirect
+	github.com/ugorji/go/codec v1.2.7 // 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.mau.fi/util v0.3.0 // indirect
+	go.starlark.net v0.0.0-20230302034142-4b1e35fe2254 // indirect
-	go.starlark.net v0.0.0-20250417143717-f57e51f710eb // indirect
 	go.uber.org/automaxprocs v1.6.0 // indirect
-	golang.org/x/arch v0.16.0 // indirect
+	golang.org/x/net v0.38.0 // 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 v0.32.0 // indirect
+	golang.org/x/tools v0.31.0 // indirect
 	google.golang.org/appengine v1.6.8 // indirect
-	google.golang.org/protobuf v1.36.6 // indirect
+	google.golang.org/protobuf v1.36.5 // 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

@@ -1,73 +1,72 @@
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-github.com/antchfx/htmlquery v1.3.4/go.mod h1:K9os0BwIEmLAvTqaNSua8tXLWRWZpocZIH73OzWQbwM=
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 github.com/gocolly/colly v1.2.0 h1:qRz9YAn8FIH0qzgNUw+HT9UN7wm1oF9OBAilwEWpyrI=
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-github.com/godbus/dbus/v5 v5.0.4/go.mod h1:xhWf0FNVPg57R7Z0UbKHbJfkEywrmjJnf7w5xrFpKfA=
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@@ -76,17 +75,31 @@ github.com/gofiber/template/html/v2 v2.1.3 h1:n1LYBtmr9C0V/k/3qBblXyMxV5B0o/gpb6
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@@ -289,46 +293,62 @@ golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
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 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 v0.13.0/go.mod h1:HvlwmtVNQAhOuCjW7xxvovg8wbNq7LwfXh/k7wXUl58=
+golang.org/x/tools v0.31.0 h1:0EedkvKDbh+qistFTd0Bcwe/YLh4vHwWEkiI0toFIBU=
-golang.org/x/tools v0.21.1-0.20240508182429-e35e4ccd0d2d/go.mod h1:aiJjzUbINMkxbQROHiO6hDPo2LHcIPhhQsa9DLh0yGk=
+golang.org/x/tools v0.31.0/go.mod h1:naFTU+Cev749tSJRXJlna0T3WxKvb1kWEx15xA4SdmQ=
-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=
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+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=
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+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 v1.36.6 h1:z1NpPI8ku2WgiWnf+t9wTPsn6eP1L7ksHUlkfLvd9xY=
+google.golang.org/protobuf v1.36.5 h1:tPhr+woSbjfYvY6/GPufUoYizxw1cF/yFoxJ2fmpwlM=
-google.golang.org/protobuf v1.36.6/go.mod h1:jduwjTPXsFjZGTmRluh+L6NjiWu7pchiJ2/5YcXBHnY=
+google.golang.org/protobuf v1.36.5/go.mod h1:9fA7Ob0pmnwhb644+1+CVWFRbNajQ6iRojtC/QF5bRE=
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-gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127 h1:qIbj1fsPNlZgppZ+VLlY7N33q108Sa+fhmuc+sWQYwY=
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+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

@@ -66,11 +66,9 @@ 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

@@ -1,33 +1,13 @@
 package llm
 
 import (
-	"context"
 	"net/http"
 	"time"
 
-	"github.com/mudler/LocalAGI/pkg/xlog"
 	"github.com/sashabaranov/go-openai"
 )
 
-type LLMClient interface {
+func NewClient(APIKey, URL, timeout string) *openai.Client {
-	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")
@@ -38,12 +18,11 @@ func NewClient(APIKey, URL, timeout string) LLMClient {
 
 	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 &realClient{openai.NewClientWithConfig(config)}
+	return openai.NewClientWithConfig(config)
 }

pkg/llm/json.go

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

pkg/llm/mock_client.go

@@ -1,25 +0,0 @@
-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

@@ -4,146 +4,69 @@ 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
 }
 
-func NewClient(baseURL string, timeout ...time.Duration) *Client {
+// NewClient creates a new API client
-	defaultTimeout := 30 * time.Second
+func NewClient(baseURL string) *Client {
-	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"`
 }
 
-type DesktopAgentRequest struct {
+// StateDescription represents a single state in the agent's history
-	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"`
+	ScreenshotMimeType     string `json:"screenshot_mime_type"` // MIME type of the screenshot (e.g., "image/png")
 }
 
+// StateHistory represents the complete history of states during agent execution
 type StateHistory struct {
 	States []StateDescription `json:"states"`
 }
 
-type DesktopStateDescription struct {
+// RunAgent sends a request to run an agent with the given goal
-	ScreenContent  string `json:"screen_content"`
-	ScreenshotPath string `json:"screenshot_path"`
-}
-
-type DesktopStateHistory struct {
-	States []DesktopStateDescription `json:"states"`
-}
-
-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)
+	body, err := json.Marshal(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 "", fmt.Errorf("failed to make request: %w", err)
+		return nil, fmt.Errorf("failed to marshal request: %w", err)
+	}
+
+	resp, err := c.httpClient.Post(
+		fmt.Sprintf("%s/api/browser/run", c.baseURL),
+		"application/json",
+		bytes.NewBuffer(body),
+	)
+	if err != nil {
+		return nil, fmt.Errorf("failed to send request: %w", err)
 	}
 	defer resp.Body.Close()
 
 	if resp.StatusCode != http.StatusOK {
-		body, _ := io.ReadAll(resp.Body)
+		return nil, fmt.Errorf("unexpected status code: %d", resp.StatusCode)
-		return "", fmt.Errorf("unexpected status code: %d, body: %s", resp.StatusCode, string(body))
 	}
 
-	return resp.Status, nil
+	var state StateHistory
-}
+	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
+
-	jsonBody, err := json.Marshal(body)
+	return &state, nil
-	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

@@ -19,10 +19,8 @@ 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"
@@ -35,8 +33,6 @@ 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"
@@ -46,7 +42,6 @@ const (
 	ActionCounter                        = "counter"
 	ActionCallAgents                     = "call_agents"
 	ActionShellcommand                   = "shell-command"
-	ActionSendTelegramMessage            = "send-telegram-message"
 )
 
 var AvailableActions = []string{
@@ -54,15 +49,11 @@ var AvailableActions = []string{
 	ActionCustom,
 	ActionGithubIssueLabeler,
 	ActionGithubIssueOpener,
-	ActionGithubIssueEditor,
 	ActionGithubIssueCloser,
 	ActionGithubIssueSearcher,
 	ActionGithubRepositoryGet,
 	ActionGithubGetAllContent,
-	ActionGithubRepositorySearchFiles,
-	ActionGithubRepositoryListFiles,
 	ActionBrowserAgentRunner,
-	ActionDeepResearchRunner,
 	ActionGithubRepositoryCreateOrUpdate,
 	ActionGithubIssueReader,
 	ActionGithubIssueCommenter,
@@ -80,7 +71,6 @@ 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 {
@@ -114,10 +104,6 @@ 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, "")
@@ -129,16 +115,12 @@ 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:
@@ -151,10 +133,6 @@ 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:
@@ -179,8 +157,6 @@ 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")
@@ -205,11 +181,6 @@ 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",
@@ -225,11 +196,6 @@ 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",
@@ -260,16 +226,6 @@ 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",
@@ -343,12 +299,7 @@ func ActionsConfigMeta() []config.FieldGroup {
 		{
 			Name:   "call_agents",
 			Label:  "Call Agents",
-			Fields: actions.CallAgentConfigMeta(),
+			Fields: []config.Field{},
-		},
-		{
-			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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (a *BrowseAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		URL string `json:"url"`
 	}{}

services/actions/browseragentrunner.go

@@ -3,7 +3,6 @@ package actions
 import (
 	"context"
 	"fmt"
-	"time"
 
 	"github.com/mudler/LocalAGI/core/types"
 	"github.com/mudler/LocalAGI/pkg/config"
@@ -25,18 +24,7 @@ func NewBrowserAgentRunner(config map[string]string, defaultURL string) *Browser
 		config["baseURL"] = defaultURL
 	}
 
-	timeout := "15m"
+	client := api.NewClient(config["baseURL"])
-	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,
@@ -45,7 +33,7 @@ func NewBrowserAgentRunner(config map[string]string, defaultURL string) *Browser
 	}
 }
 
-func (b *BrowserAgentRunner) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (b *BrowserAgentRunner) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
 	result := api.AgentRequest{}
 	err := params.Unmarshal(&result)
 	if err != nil {
@@ -129,12 +117,5 @@ 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

@@ -3,56 +3,26 @@ 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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (a *CallAgentAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		AgentName string `json:"agent_name"`
 		Message   string `json:"message"`
@@ -113,32 +83,13 @@ func (a *CallAgentAction) Run(ctx context.Context, sharedState *types.AgentShare
 	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 a.isAllowedToBeCalled(ag) {
+		if ag != a.myName {
 			agents = append(agents, ag)
 		}
 	}
@@ -174,21 +125,3 @@ 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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (a *CounterAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
 	// Parse parameters
 	request := struct {
 		Name       string `json:"name"`

services/actions/deepresearchrunner.go

@@ -1,148 +0,0 @@
-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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (a *GenImageAction) Run(ctx context.Context, 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, nil, params)
+			url, err := action.Run(ctx, params)
 			Expect(err).ToNot(HaveOccurred())
 			Expect(url).ToNot(BeEmpty())
 		})
@@ -52,7 +52,7 @@ var _ = Describe("GenImageAction", func() {
 				"size": "256x256",
 			}
 
-			_, err := action.Run(ctx, nil, params)
+			_, err := action.Run(ctx, 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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubIssuesCloser) Run(ctx context.Context, 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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubIssuesCommenter) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Repository  string `json:"repository"`
 		Owner       string `json:"owner"`

services/actions/githubissueedit.go

@@ -1,151 +0,0 @@
-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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubIssuesLabeler) Run(ctx context.Context, 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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubIssuesOpener) Run(ctx context.Context, 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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubIssuesReader) Run(ctx context.Context, 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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubIssueSearch) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Query      string `json:"query"`
 		Repository string `json:"repository"`

services/actions/githubprcommenter.go

@@ -3,6 +3,8 @@ package actions
 import (
 	"context"
 	"fmt"
+	"regexp"
+	"strconv"
 
 	"github.com/google/go-github/v69/github"
 	"github.com/mudler/LocalAGI/core/types"
@@ -15,6 +17,96 @@ 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"])
 
@@ -27,7 +119,7 @@ func NewGithubPRCommenter(config map[string]string) *GithubPRCommenter {
 	}
 }
 
-func (g *GithubPRCommenter) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubPRCommenter) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Repository string `json:"repository"`
 		Owner      string `json:"owner"`

services/actions/githubprcreator.go

@@ -3,7 +3,6 @@ package actions
 import (
 	"context"
 	"fmt"
-	"time"
 
 	"github.com/google/go-github/v69/github"
 	"github.com/mudler/LocalAGI/core/types"
@@ -11,16 +10,8 @@ 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
 }
 
@@ -32,8 +23,6 @@ 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"],
@@ -41,45 +30,9 @@ 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)
@@ -148,7 +101,7 @@ func (g *GithubPRCreator) createOrUpdateFile(ctx context.Context, branch string,
 	return nil
 }
 
-func (g *GithubPRCreator) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubPRCreator) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Repository string `json:"repository"`
 		Owner      string `json:"owner"`
@@ -175,29 +128,15 @@ func (g *GithubPRCreator) Run(ctx context.Context, sharedState *types.AgentShare
 		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, targetOwner, targetRepo)
+	err = g.createOrUpdateBranch(ctx, result.Branch, result.Owner, result.Repository)
 	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), targetOwner, targetRepo)
+		err = g.createOrUpdateFile(ctx, result.Branch, file.Path, file.Content, fmt.Sprintf("Update %s", file.Path), result.Owner, result.Repository)
 		if err != nil {
 			return types.ActionResult{}, fmt.Errorf("failed to update file %s: %w", file.Path, err)
 		}
@@ -206,7 +145,7 @@ func (g *GithubPRCreator) Run(ctx context.Context, sharedState *types.AgentShare
 	// 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", targetOwner, result.Branch),
+		Head:  fmt.Sprintf("%s:%s", result.Owner, result.Branch),
 	})
 	if err != nil {
 		return types.ActionResult{}, fmt.Errorf("failed to list pull requests: %w", err)
@@ -236,12 +175,6 @@ func (g *GithubPRCreator) Run(ctx context.Context, sharedState *types.AgentShare
 		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)
@@ -389,12 +322,5 @@ 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, nil, params)
+			result, err := action.Run(ctx, 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, nil, params)
+			_, err := action.Run(ctx, 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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubPRReader) Run(ctx context.Context, 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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubPRReviewer) Run(ctx context.Context, 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, nil, params)
+			result, err := reviewer.Run(ctx, 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, nil, params)
+			result, err := reviewer.Run(ctx, 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, nil, params)
+			_, err := reviewer.Run(ctx, 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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubRepositoryCreateOrUpdateContent) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Path          string `json:"path"`
 		Repository    string `json:"repository"`

services/actions/githubrepositorygetallcontent.go

@@ -3,13 +3,11 @@ 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"
 )
 
@@ -30,30 +28,6 @@ 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
 
@@ -73,13 +47,6 @@ 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 {
@@ -101,7 +68,7 @@ func (g *GithubRepositoryGetAllContent) getContentRecursively(ctx context.Contex
 	return result.String(), nil
 }
 
-func (g *GithubRepositoryGetAllContent) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubRepositoryGetAllContent) Run(ctx context.Context, 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, nil, params)
+			result, err := action.Run(ctx, 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, nil, params)
+			_, err := action.Run(ctx, 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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubRepositoryGetContent) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Path       string `json:"path"`
 		Repository string `json:"repository"`

services/actions/githubrepositorylistfiles.go

@@ -1,163 +0,0 @@
-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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (g *GithubRepositoryREADME) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Repository string `json:"repository"`
 		Owner      string `json:"owner"`

services/actions/githubrepositorysearchfiles.go

@@ -1,187 +0,0 @@
-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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (a *ScraperAction) Run(ctx context.Context, 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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (a *SearchAction) Run(ctx context.Context, 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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (a *SendMailAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Message string `json:"message"`
 		To      string `json:"to"`

services/actions/sendtelegrammessage.go

@@ -1,195 +0,0 @@
-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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (a *ShellAction) Run(ctx context.Context, 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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (a *PostTweetAction) Run(ctx context.Context, 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, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
+func (a *WikipediaAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
 		Query string `json:"query"`
 	}{}

services/connectors.go

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

services/connectors/conversationstracker.go

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

services/connectors/conversationstracker_test.go

@@ -1,9 +1,9 @@
-package conversations_test
+package connectors_test
 
 import (
 	"time"
 
-	"github.com/mudler/LocalAGI/core/conversations"
+	"github.com/mudler/LocalAGI/services/connectors"
 	. "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  *conversations.ConversationTracker[string]
+		tracker  *connectors.ConversationTracker[string]
 		duration time.Duration
 	)
 
 	BeforeEach(func() {
 		duration = 1 * time.Second
-		tracker = conversations.NewConversationTracker[string](duration)
+		tracker = connectors.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 := conversations.NewConversationTracker[int](duration)
+		trackerInt := connectors.NewConversationTracker[int](duration)
-		trackerInt64 := conversations.NewConversationTracker[int64](duration)
+		trackerInt64 := connectors.NewConversationTracker[int64](duration)
 
 		message := openai.ChatCompletionMessage{
 			Role:    openai.ChatMessageRoleUser,

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"
@@ -14,8 +14,9 @@ import (
 )
 
 type Discord struct {
-	token          string
+	token               string
-	defaultChannel string
+	defaultChannel      string
+	conversationTracker *ConversationTracker[string]
 }
 
 // NewDiscord creates a new Discord connector
@@ -24,6 +25,11 @@ 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"])
+	if err != nil {
+		duration = 5 * time.Minute
+	}
+
 	token := config["token"]
 
 	if !strings.HasPrefix(token, "Bot ") {
@@ -31,8 +37,9 @@ func NewDiscord(config map[string]string) *Discord {
 	}
 
 	return &Discord{
-		token:          token,
+		conversationTracker: NewConversationTracker[string](duration),
-		defaultChannel: config["defaultChannel"],
+		token:               token,
+		defaultChannel:      config["defaultChannel"],
 	}
 }
 
@@ -150,12 +157,12 @@ 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) {
 
-	a.SharedState().ConversationTracker.AddMessage(fmt.Sprintf("discord:%s", m.ChannelID), openai.ChatCompletionMessage{
+	d.conversationTracker.AddMessage(m.ChannelID, openai.ChatCompletionMessage{
 		Role:    "user",
 		Content: m.Content,
 	})
 
-	conv := a.SharedState().ConversationTracker.GetConversation(fmt.Sprintf("discord:%s", m.ChannelID))
+	conv := d.conversationTracker.GetConversation(m.ChannelID)
 
 	jobResult := a.Ask(
 		types.WithConversationHistory(conv),
@@ -166,7 +173,7 @@ func (d *Discord) handleChannelMessage(a *agent.Agent, s *discordgo.Session, m *
 		return
 	}
 
-	a.SharedState().ConversationTracker.AddMessage(fmt.Sprintf("discord:%s", m.ChannelID), openai.ChatCompletionMessage{
+	d.conversationTracker.AddMessage(m.ChannelID, openai.ChatCompletionMessage{
 		Role:    "assistant",
 		Content: jobResult.Response,
 	})

services/connectors/irc.go

@@ -15,22 +15,28 @@ 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),
 	}
 }
 
@@ -109,7 +115,7 @@ func (i *IRC) Start(a *agent.Agent) {
 		cleanedMessage := cleanUpMessage(message, i.nickname)
 
 		go func() {
-			conv := a.SharedState().ConversationTracker.GetConversation(fmt.Sprintf("irc:%s", channel))
+			conv := i.conversationTracker.GetConversation(channel)
 
 			conv = append(conv,
 				openai.ChatCompletionMessage{
@@ -119,7 +125,7 @@ func (i *IRC) Start(a *agent.Agent) {
 			)
 
 			// Update the conversation history
-			a.SharedState().ConversationTracker.AddMessage(fmt.Sprintf("irc:%s", channel), openai.ChatCompletionMessage{
+			i.conversationTracker.AddMessage(channel, openai.ChatCompletionMessage{
 				Content: cleanedMessage,
 				Role:    "user",
 			})
@@ -134,7 +140,7 @@ func (i *IRC) Start(a *agent.Agent) {
 			}
 
 			// Update the conversation history
-			a.SharedState().ConversationTracker.AddMessage(fmt.Sprintf("irc:%s", channel), openai.ChatCompletionMessage{
+			i.conversationTracker.AddMessage(channel, openai.ChatCompletionMessage{
 				Content: res.Response,
 				Role:    "assistant",
 			})
@@ -203,7 +209,7 @@ 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
@@ -243,5 +249,11 @@ 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

@@ -1,304 +0,0 @@
-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

@@ -8,6 +8,7 @@ import (
 	"os"
 	"strings"
 	"sync"
+	"time"
 
 	"github.com/mudler/LocalAGI/pkg/config"
 	"github.com/mudler/LocalAGI/pkg/localoperator"
@@ -41,19 +42,27 @@ 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",
-		placeholders: make(map[string]string),
+		conversationTracker: NewConversationTracker[string](duration),
-		activeJobs:   make(map[string][]*types.Job),
+		placeholders:        make(map[string]string),
+		activeJobs:          make(map[string][]*types.Job),
 	}
 }
 
@@ -131,6 +140,16 @@ 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, ">") {
@@ -260,7 +279,7 @@ func (t *Slack) handleChannelMessage(
 	// Cancel any active job for this channel before starting a new one
 	t.cancelActiveJobForChannel(ev.Channel)
 
-	currentConv := a.SharedState().ConversationTracker.GetConversation(fmt.Sprintf("slack:%s", t.channelID))
+	currentConv := t.conversationTracker.GetConversation(t.channelID)
 
 	message := replaceUserIDsWithNamesInMessage(api, cleanUpUsernameFromMessage(ev.Text, b))
 
@@ -304,8 +323,8 @@ func (t *Slack) handleChannelMessage(
 			})
 		}
 
-		a.SharedState().ConversationTracker.AddMessage(
+		t.conversationTracker.AddMessage(
-			fmt.Sprintf("slack:%s", t.channelID), currentConv[len(currentConv)-1],
+			t.channelID, currentConv[len(currentConv)-1],
 		)
 
 		agentOptions = append(agentOptions, types.WithConversationHistory(currentConv))
@@ -351,14 +370,14 @@ func (t *Slack) handleChannelMessage(
 			return
 		}
 
-		a.SharedState().ConversationTracker.AddMessage(
+		t.conversationTracker.AddMessage(
-			fmt.Sprintf("slack:%s", t.channelID), openai.ChatCompletionMessage{
+			t.channelID, openai.ChatCompletionMessage{
 				Role:    "assistant",
 				Content: res.Response,
 			},
 		)
 
-		xlog.Debug("After adding message to conversation tracker", "conversation", a.SharedState().ConversationTracker.GetConversation(fmt.Sprintf("slack:%s", t.channelID)))
+		xlog.Debug("After adding message to conversation tracker", "conversation", t.conversationTracker.GetConversation(t.channelID))
 
 		//res.Response = githubmarkdownconvertergo.Slack(res.Response)
 
@@ -733,13 +752,6 @@ 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",
-				},
-			)
 		})
 	}
 
@@ -823,5 +835,11 @@ 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

@@ -1,377 +1,143 @@
 package connectors
 
 import (
-	"bytes"
 	"context"
-	"encoding/base64"
 	"errors"
-	"fmt"
-	"io"
 	"net/http"
 	"os"
 	"os/signal"
 	"slices"
 	"strings"
-	"sync"
+	"time"
 
 	"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
 
-	// To track placeholder messages
+	conversationTracker *ConversationTracker[int64]
-	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) {
-		// Mark the job as completed when we get the final result
+		t.bot.SetMyDescription(t.agent.Context(), &bot.SetMyDescriptionParams{
-		if state.ActionCurrentState.Job != nil && state.ActionCurrentState.Job.Metadata != nil {
+			Description: state.Reasoning,
-			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 {
-		// Check if we have a placeholder message for this job
+		t.bot.SetMyDescription(t.agent.Context(), &bot.SetMyDescriptionParams{
-		t.placeholderMutex.RLock()
+			Description: state.Reasoning,
-		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
 	}
 
-	// Cancel any active job for this chat before starting a new one
+	currentConv := t.conversationTracker.GetConversation(update.Message.From.ID)
-	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",
 	})
 
-	a.SharedState().ConversationTracker.AddMessage(
+	t.conversationTracker.AddMessage(
-		fmt.Sprintf("telegram:%d", update.Message.From.ID),
+		update.Message.From.ID,
 		openai.ChatCompletionMessage{
 			Content: update.Message.Text,
 			Role:    "user",
 		},
 	)
 
-	// Send initial placeholder message
+	xlog.Info("New message", "username", username, "conversation", currentConv)
-	msg, err := b.SendMessage(ctx, &bot.SendMessageParams{
-		ChatID:    update.Message.Chat.ID,
-		Text:      bot.EscapeMarkdown(telegramThinkingMessage),
-		ParseMode: models.ParseModeMarkdown,
-	})
-	if err != nil {
-		xlog.Error("Error sending initial message", "error", err)
-		return
-	}
-
-	// Store the UUID->placeholder message mapping
-	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),
 	)
 
+	xlog.Debug("Response", "response", res.Response)
+
 	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(
+	t.conversationTracker.AddMessage(
-		fmt.Sprintf("telegram:%d", update.Message.From.ID),
+		update.Message.From.ID,
 		openai.ChatCompletionMessage{
 			Content: res.Response,
 			Role:    "assistant",
 		},
 	)
 
-	// Handle any multimedia content in the response and collect URLs
+	xlog.Debug("Sending message back to telegram", "response", res.Response)
-	urls, err := t.handleMultimediaContent(ctx, update.Message.Chat.ID, res)
+
-	if err != nil {
+	for _, res := range res.State {
-		xlog.Error("Error handling multimedia content", "error", err)
+		// coming from the search action
+		// 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{
-	// Update the message with the final response
+		//	ParseMode: models.ParseModeMarkdown,
-	formattedResponse := formatResponseWithURLs(res.Response, urls)
+		ChatID: update.Message.Chat.ID,
-
+		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 {
-		internalError(fmt.Errorf("internal error: %w", err), msg)
+		xlog.Error("Error sending message", "error", err)
-		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)
-		}
 	}
 }
 
@@ -397,42 +163,18 @@ func (t *Telegram) Start(a *agent.Agent) {
 
 	b, err := bot.New(t.Token, opts...)
 	if err != nil {
-		xlog.Error("Error creating bot", "error", err)
+		panic(err)
-		return
 	}
 
 	t.bot = b
 	t.agent = a
 
 	// go func() {
-	// 	forc m := range a.ConversationChannel() {
+	// 	for 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)
 }
 
@@ -442,6 +184,11 @@ 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 {
@@ -449,11 +196,12 @@ func NewTelegramConnector(config map[string]string) (*Telegram, error) {
 	}
 
 	return &Telegram{
-		Token:        token,
+		Token:               token,
-		admins:       admins,
+		lastMessageDuration: duration,
-		placeholders: make(map[string]int),
+		admins:              admins,
-		activeJobs:   make(map[int64][]*types.Job),
+		currentconversation: map[int64][]openai.ChatCompletionMessage{},
-		channelID:    config["channel_id"],
+		lastMessageTime:     map[int64]time.Time{},
+		conversationTracker: NewConversationTracker[int64](duration),
 	}, nil
 }
 
@@ -473,10 +221,10 @@ func TelegramConfigMeta() []config.Field {
 			HelpText: "Comma-separated list of Telegram usernames that are allowed to interact with the bot",
 		},
 		{
-			Name:     "channel_id",
+			Name:         "lastMessageDuration",
-			Label:    "Channel ID",
+			Label:        "Last Message Duration",
-			Type:     config.FieldTypeText,
+			Type:         config.FieldTypeText,
-			HelpText: "Telegram channel ID to send messages to if the agent needs to initiate a conversation",
+			DefaultValue: "5m",
 		},
 	}
 }

services/filters.go

@@ -1,44 +0,0 @@
-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

@@ -1,120 +0,0 @@
-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

@@ -1,86 +0,0 @@
-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

@@ -11,14 +11,12 @@ 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"
 
@@ -35,7 +33,6 @@ type (
 		htmx   *htmx.HTMX
 		config *Config
 		*fiber.App
-		sharedState *internalTypes.AgentSharedState
 	}
 )
 
@@ -50,10 +47,9 @@ 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)
@@ -423,31 +419,7 @@ func (a *App) Chat(pool *state.AgentPool) func(c *fiber.Ctx) error {
 	}
 }
 
-func (a *App) GetActionDefinition(pool *state.AgentPool) func(c *fiber.Ctx) error {
+func (a *App) ExecuteAction(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"`
@@ -471,7 +443,7 @@ func (app *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, app.sharedState, payload.Params)
+		res, err := a.Run(ctx, payload.Params)
 		if err != nil {
 			xlog.Error("Error running action", "error", err)
 			return errorJSONMessage(c, err.Error())
@@ -488,7 +460,7 @@ func (a *App) ListActions() func(c *fiber.Ctx) error {
 	}
 }
 
-func (a *App) Responses(pool *state.AgentPool, tracker *conversations.ConversationTracker[string]) func(c *fiber.Ctx) error {
+func (a *App) Responses(pool *state.AgentPool, tracker *connectors.ConversationTracker[string]) func(c *fiber.Ctx) error {
 	return func(c *fiber.Ctx) error {
 		var request types.RequestBody
 		if err := c.BodyParser(&request); err != nil {
@@ -580,7 +552,7 @@ 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.GenerateTypedJSONWithGuidance(c.Context(), client, request.Descript, a.config.LLMModel, jsonschema.Definition{
+		err := llm.GenerateTypedJSON(c.Context(), client, request.Descript, a.config.LLMModel, jsonschema.Definition{
 			Type: jsonschema.Object,
 			Properties: map[string]jsonschema.Definition{
 				"agents": {
@@ -648,7 +620,6 @@ 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": "^9.25.1",
+        "@eslint/js": "^9.24.0",
         "@types/react": "^19.1.2",
-        "@types/react-dom": "^19.1.3",
+        "@types/react-dom": "^19.1.2",
-        "@vitejs/plugin-react": "^4.4.1",
+        "@vitejs/plugin-react": "^4.4.0",
-        "eslint": "^9.25.1",
+        "eslint": "^9.24.0",
         "eslint-plugin-react-hooks": "^6.0.0",
-        "eslint-plugin-react-refresh": "^0.4.20",
+        "eslint-plugin-react-refresh": "^0.4.19",
         "globals": "^16.0.0",
-        "react-router-dom": "^7.5.3",
+        "react-router-dom": "^7.5.1",
-        "vite": "^6.3.3",
+        "vite": "^6.3.2",
       },
     },
   },
@@ -133,11 +133,11 @@
 
     "@eslint/config-helpers": ["@eslint/config-helpers@0.2.1", "", {}, "sha512-RI17tsD2frtDu/3dmI7QRrD4bedNKPM08ziRYaC5AhkGrzIAJelm9kJU1TznK+apx6V+cqRz8tfpEeG3oIyjxw=="],
 
-    "@eslint/core": ["@eslint/core@0.13.0", "", { "dependencies": { "@types/json-schema": "^7.0.15" } }, "sha512-yfkgDw1KR66rkT5A8ci4irzDysN7FRpq3ttJolR88OqQikAWqwA8j5VZyas+vjyBNFIJ7MfybJ9plMILI2UrCw=="],
+    "@eslint/core": ["@eslint/core@0.12.0", "", { "dependencies": { "@types/json-schema": "^7.0.15" } }, "sha512-cmrR6pytBuSMTaBweKoGMwu3EiHiEC+DoyupPmlZ0HxBJBtIxwe+j/E4XPIKNx+Q74c8lXKPwYawBf5glsTkHg=="],
 
     "@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@9.25.1", "", {}, "sha512-dEIwmjntEx8u3Uvv+kr3PDeeArL8Hw07H9kyYxCjnM9pBjfEhk6uLXSchxxzgiwtRhhzVzqmUSDFBOi1TuZ7qg=="],
+    "@eslint/js": ["@eslint/js@9.24.0", "", {}, "sha512-uIY/y3z0uvOGX8cp1C2fiC4+ZmBhp6yZWkojtHL1YEMnRt1Y63HB9TM17proGEmeG7HeUY+UP36F0aknKYTpYA=="],
 
     "@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@19.1.3", "", { "peerDependencies": { "@types/react": "^19.0.0" } }, "sha512-rJXC08OG0h3W6wDMFxQrZF00Kq6qQvw0djHRdzl3U5DnIERz0MRce3WVc7IS6JYBwtaP/DwYtRRjVlvivNveKg=="],
+    "@types/react-dom": ["@types/react-dom@19.1.2", "", { "peerDependencies": { "@types/react": "^19.0.0" } }, "sha512-XGJkWF41Qq305SKWEILa1O8vzhb3aOo3ogBlSmiqNko/WmRb6QIaweuZCXjKygVDXpzXb5wyxKTSOsmkuqj+Qw=="],
 
-    "@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=="],
+    "@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=="],
 
     "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@9.25.1", "", { "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": ["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-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@0.4.20", "", { "peerDependencies": { "eslint": ">=8.40" } }, "sha512-XpbHQ2q5gUF8BGOX4dHe+71qoirYMhApEPZ7sfhF/dNnOF1UXnCMGZf79SFTBO7Bz5YEIT4TMieSlJBWhP9WBA=="],
+    "eslint-plugin-react-refresh": ["eslint-plugin-react-refresh@0.4.19", "", { "peerDependencies": { "eslint": ">=8.40" } }, "sha512-eyy8pcr/YxSYjBoqIFSrlbn9i/xvxUFa8CjzAYo9cFjgGXqq1hyjihcpZvxRLalpaWmueWR81xn7vuKmAFijDQ=="],
 
     "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@6.4.4", "", { "peerDependencies": { "picomatch": "^3 || ^4" }, "optionalPeers": ["picomatch"] }, "sha512-1NZP+GK4GfuAv3PqKvxQRDMjdSRZjnkq7KfhlNrCNNlZ0ygQFpebfrnfnq/W7fpUnAv9aGWmY1zKx7FYL3gwhg=="],
+    "fdir": ["fdir@6.4.3", "", { "peerDependencies": { "picomatch": "^3 || ^4" }, "optionalPeers": ["picomatch"] }, "sha512-PMXmW2y1hDDfTSRc9gaXIuCCRpuoz3Kaz8cUelp3smouvfT632ozg2vrT6lJsHKKOF59YLbOGfAWGUcKEfRMQw=="],
 
     "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@7.5.3", "", { "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": ["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-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=="],
+    "react-router-dom": ["react-router-dom@7.5.1", "", { "dependencies": { "react-router": "7.5.1" }, "peerDependencies": { "react": ">=18", "react-dom": ">=18" } }, "sha512-5DPSPc7ENrt2tlKPq0FtpG80ZbqA9aIKEyqX6hSNJDlol/tr6iqCK4crqdsusmOSSotq6zDsn0y3urX9TuTNmA=="],
 
     "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@0.2.13", "", { "dependencies": { "fdir": "^6.4.4", "picomatch": "^4.0.2" } }, "sha512-mEwzpUgrLySlveBwEVDMKk5B57bhLPYovRfPAXD5gA/98Opn0rCDj3GtLwFvCvH5RK9uPCExUROW5NjDwvqkxw=="],
+    "tinyglobby": ["tinyglobby@0.2.12", "", { "dependencies": { "fdir": "^6.4.3", "picomatch": "^4.0.2" } }, "sha512-qkf4trmKSIiMTs/E63cxH+ojC2unam7rJ0WrauAzpT3ECNTxGRMlaXxVbfxMUC/w0LaYk6jQ4y/nGR9uBO3tww=="],
 
     "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@6.3.3", "", { "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=="],
+    "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=="],
 
     "which": ["which@2.0.2", "", { "dependencies": { "isexe": "^2.0.0" }, "bin": { "node-which": "./bin/node-which" } }, "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA=="],
 
@@ -447,6 +447,8 @@
 
     "@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": "^9.25.1",
+    "@eslint/js": "^9.24.0",
     "@types/react": "^19.1.2",
-    "@types/react-dom": "^19.1.3",
+    "@types/react-dom": "^19.1.2",
-    "@vitejs/plugin-react": "^4.4.1",
+    "@vitejs/plugin-react": "^4.4.0",
-    "eslint": "^9.25.1",
+    "eslint": "^9.24.0",
     "eslint-plugin-react-hooks": "^6.0.0",
-    "eslint-plugin-react-refresh": "^0.4.20",
+    "eslint-plugin-react-refresh": "^0.4.19",
     "globals": "^16.0.0",
-    "react-router-dom": "^7.5.3",
+    "react-router-dom": "^7.5.1",
-    "vite": "^6.3.3"
+    "vite": "^6.3.2"
   }
 }

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

@@ -11,7 +11,6 @@ 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, 
@@ -190,13 +189,6 @@ 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')}
@@ -263,10 +255,6 @@ 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>
@@ -318,10 +306,6 @@ 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

@@ -1,103 +0,0 @@
-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

@@ -13,7 +13,6 @@ 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 = [], 
@@ -23,8 +22,7 @@ const ConfigForm = ({
   onAdd,
   itemType = 'item',
   typeField = 'type',
-  addButtonText = 'Add Item',
+  addButtonText = 'Add Item'
-  saveAllFieldsAsString = true,
 }) => {
   // Generate options from fieldGroups
   const typeOptions = [
@@ -64,10 +62,8 @@ const ConfigForm = ({
     const item = items[index];
     const config = parseConfig(item);
     
-    if (type === 'number' && !saveAllFieldsAsString)
+    if (type === 'checkbox')
-      config[key] = Number(value);
+      config[key] = checked ? 'true' : 'false';
-    else if (type === 'checkbox')
-      config[key] = saveAllFieldsAsString ? (checked ? 'true' : 'false') : checked;
     else
       config[key] = value;
     

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

@@ -1,27 +0,0 @@
-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

@@ -1,56 +0,0 @@
-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

@@ -1,11 +1,6 @@
 import { useState, useEffect } from 'react';
 import { useOutletContext, useNavigate } from 'react-router-dom';
-import { actionApi, agentApi } from '../utils/api';
+import { actionApi } 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();
@@ -17,10 +12,6 @@ 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(() => {
@@ -45,106 +36,21 @@ 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);
   };
 
-  // Helper to generate onChange handlers for form fields
+  // Handle JSON input changes
-  const makeFieldChangeHandler = (fields, updateFn) => (e) => {
+  const handleConfigChange = (e) => {
-    let value;
+    setConfigJson(e.target.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);
-    }
   };
 
-  // Handle form field changes
+  const handleParamsChange = (e) => {
-  const handleConfigChange = (field, value) => {
+    setParamsJson(e.target.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
@@ -229,31 +135,34 @@ function ActionsPlayground() {
         
         {selectedAction && (
           <div className="section-box">
+            <h2>Action Configuration</h2>
             
             <form onSubmit={handleExecuteAction}>
-              {configFields.length > 0 && (
+              <div className="form-group mb-6">
-                <>
+                <label htmlFor="config-json">Configuration (JSON):</label>
-                <h2>Configuration</h2>
+                <textarea 
-                <FormFieldDefinition
+                  id="config-json"
-                  fields={configFields}
+                  value={configJson}
-                  values={JSON.parse(configJson)}
+                  onChange={handleConfigChange}
-                  onChange={makeFieldChangeHandler(configFields, handleConfigChange)}
+                  className="form-control"
-                  idPrefix="config_"
+                  rows="5"
+                  placeholder='{"key": "value"}'
                 />
-                </>
+                <p className="text-xs text-gray-400 mt-1">Enter JSON configuration for the action</p>
-              )}
+              </div>
-
+              
-              {paramFields.length > 0 && (
+              <div className="form-group mb-6">
-                <>
+                <label htmlFor="params-json">Parameters (JSON):</label>
-                <h2>Parameters</h2>
+                <textarea 
-                <FormFieldDefinition
+                  id="params-json"
-                  fields={paramFields}
+                  value={paramsJson}
-                  values={JSON.parse(paramsJson)}
+                  onChange={handleParamsChange}
-                  onChange={makeFieldChangeHandler(paramFields, handleParamsChange)}
+                  className="form-control"
-                  idPrefix="param_"
+                  rows="5"
+                  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 
@@ -285,9 +194,9 @@ function ActionsPlayground() {
               backgroundColor: 'rgba(30, 30, 30, 0.7)'
             }}>
               {typeof result === 'object' ? (
-                <pre className="hljs"><code>
+                <pre style={{ margin: 0, whiteSpace: 'pre-wrap', wordBreak: 'break-word' }}>
-                  <div dangerouslySetInnerHTML={{ __html: hljs.highlight(JSON.stringify(result, null, 2), { language: 'json' }).value }}></div>
+                  {JSON.stringify(result, null, 2)}
-                </code></pre>
+                </pre>
               ) : (
                 <pre style={{ margin: 0, whiteSpace: 'pre-wrap', wordBreak: 'break-word' }}>
                   {result}

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

@@ -1,200 +1,4 @@
 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';
@@ -203,7 +7,7 @@ import 'highlight.js/styles/monokai.css';
 hljs.registerLanguage('json', json);
 
 function AgentStatus() {
-  const [showStatus, setShowStatus] = useState(false);
+  const [showStatus, setShowStatus] = useState(true);
   const { name } = useParams();
   const [statusData, setStatusData] = useState(null);
   const [loading, setLoading] = useState(true);
@@ -290,16 +94,17 @@ function AgentStatus() {
       setObservableMap(prevMap => {
         const prev = prevMap[data.id] || {};
         const updated = {
-          ...data,
           ...prev,
+          ...data,
+          creation: data.creation,
+          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,
@@ -447,17 +252,12 @@ function AgentStatus() {
                           setExpandedCards(new Map(expandedCards).set(container.id, newExpanded));
                         }}
                       >
-                        <div style={{ display: 'flex', gap: '10px', alignItems: 'center', maxWidth: '90%' }}>
+                        <div style={{ display: 'flex', gap: '10px', alignItems: 'center' }}>
-                          <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 style={{ width: '100%' }}>
+  <span>
-                            <div style={{ display: 'flex', flexDirection: 'column', flex: 1 }}>
+    <span className='stat-label'>{container.name}</span>#<span className='stat-label'>{container.id}</span>
-                              <span>
+  </span>
-                                <span className='stat-label'>{container.name}</span>#<span className='stat-label'>{container.id}</span>
+</div>
-                              </span>
-                              <ObservableSummary observable={container} />
-                            </div>
-                          </span>
-                        </div>
                         <div style={{ display: 'flex', alignItems: 'center', gap: '8px' }}>
                           <i
                             className={`fas fa-chevron-${expandedCards.get(container.id) ? 'up' : 'down'}`}
@@ -479,23 +279,18 @@ function AgentStatus() {
                               const isExpanded = expandedCards.get(childKey);
                               return (
                                 <div key={`${container.id}-child-${child.id}`} className='card' style={{ background: '#222', marginBottom: '0.5em' }}>
-                                  <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', cursor: 'hand', maxWidth: '100%' }}
+                                  <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', cursor: 'pointer' }}
                                     onClick={() => {
                                       const newExpanded = !expandedCards.get(childKey);
                                       setExpandedCards(new Map(expandedCards).set(childKey, newExpanded));
                                     }}
                                   >
-                                    <div style={{ display: 'flex', maxWidth: '90%', gap: '10px', alignItems: 'center' }}>
+                                    <div style={{ display: 'flex', gap: '10px', alignItems: 'center' }}>
-                                      <i className={`fas fa-${child.icon || 'robot'}`} style={{ verticalAlign: '-0.125em' }}></i>
+  <i className={`fas fa-${child.icon || 'robot'}`} style={{ verticalAlign: '-0.125em' }}></i>
-                                      <span style={{ width: '100%' }}>
+  <span>
-                                        <div style={{ display: 'flex', flexDirection: 'column', flex: 1 }}>
+    <span className='stat-label'>{child.name}</span>#<span className='stat-label'>{child.id}</span>
-                                          <span>
+  </span>
-                                            <span className='stat-label'>{child.name}</span>#<span className='stat-label'>{child.id}</span>
+</div>
-                                          </span>
-                                          <ObservableSummary observable={child} />
-                                        </div>
-                                      </span>
-                                    </div>
                                     <div style={{ display: 'flex', alignItems: 'center', gap: '8px' }}>
                                       <i
                                         className={`fas fa-chevron-${isExpanded ? 'up' : 'down'}`}
@@ -508,14 +303,60 @@ function AgentStatus() {
                                     </div>
                                   </div>
                                   <div style={{ display: isExpanded ? 'block' : 'none' }}>
-                                    <CollapsibleRawSections container={child} />
+                                    {child.creation && (
+                                      <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>
                         )}
-                        <CollapsibleRawSections container={container} />
+                        {container.creation && (
+                          <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

@@ -24,50 +24,6 @@ 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
@@ -121,7 +77,6 @@ export const agentApi = {
         groupedMetadata.actions = metadata.Actions;
       }
       groupedMetadata.dynamicPrompts = metadata.DynamicPrompts;
-      groupedMetadata.filters = metadata.Filters;
 
       return groupedMetadata;
     }
@@ -260,18 +215,7 @@ 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)), {