Update README.md

Add observability screenshot and bullet point. Also update strap line and descriptions at the top to try and describe the benefit of this software

.github/dependabot.yml

@@ -0,0 +1,19 @@
+# https://docs.github.com/en/code-security/dependabot/working-with-dependabot/dependabot-options-reference#package-ecosystem-
+version: 2
+updates:
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: "monthly"
+  - package-ecosystem: "docker"
+    directory: "/"
+    schedule:
+      interval: "monthly"
+  - package-ecosystem: "gomod"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+  - package-ecosystem: "bun"
+    directory: "/webui/react-ui"
+    schedule:
+      interval: "weekly"

.github/workflows/goreleaser.yml

@@ -22,7 +22,7 @@ jobs:
       - name: Set up Go
         uses: actions/setup-go@v5
         with:
-          go-version: 1.22
+          go-version: 1.24
       - name: Run GoReleaser
         uses: goreleaser/goreleaser-action@v6
         with:

.github/workflows/image.yml

@@ -57,7 +57,7 @@ jobs:
           password: ${{ secrets.DOCKER_PASSWORD }}
       - name: Extract metadata (tags, labels) for Docker
         id: meta
-        uses: docker/metadata-action@2a4836ac76fe8f5d0ee3a0d89aa12a80cc552ad3
+        uses: docker/metadata-action@902fa8ec7d6ecbf8d84d538b9b233a880e428804
         with:
           images: quay.io/mudler/localagi
           tags: |

.github/workflows/tests.yml

@@ -3,7 +3,7 @@ name: Run Go Tests
 on:
   push:
     branches:
-      - '**'
+      - 'main'
   pull_request:
     branches:
       - '**'

Dockerfile.realtimesst

@@ -1,5 +1,5 @@
 # python 
-FROM python:3.10-slim
+FROM python:3.13-slim
 
 ENV DEBIAN_FRONTEND=noninteractive
 RUN apt-get update && apt-get install -y python3-dev portaudio19-dev ffmpeg build-essential

Dockerfile.webui

@@ -1,8 +1,5 @@
-# Define argument for linker flags
-ARG LDFLAGS=-s -w
-
 # Use Bun container for building the React UI
-FROM oven/bun:1 as ui-builder
+FROM oven/bun:1 AS ui-builder
 
 # Set the working directory for the React UI
 WORKDIR /app
@@ -19,11 +16,11 @@ COPY webui/react-ui/ ./
 # Build the React UI
 RUN bun run build
 
-# Use a temporary build image based on Golang 1.22-alpine
-FROM golang:1.22-alpine as builder
+# Use a temporary build image based on Golang 1.24-alpine
+FROM golang:1.24-alpine AS builder
 
-# Set environment variables: linker flags and disable CGO
-ENV LDFLAGS=$LDFLAGS CGO_ENABLED=0
+# Define argument for linker flags
+ARG LDFLAGS="-s -w"
 
 # Install git
 RUN apk add --no-cache git
@@ -45,7 +42,7 @@ COPY . .
 COPY --from=ui-builder /app/dist /work/webui/react-ui/dist
 
 # Build the application
-RUN go build -ldflags="$LDFLAGS" -o localagi ./
+RUN CGO_ENABLED=0 go build -ldflags="$LDFLAGS" -o localagi ./
 
 FROM scratch
 

Makefile

@@ -3,13 +3,13 @@ IMAGE_NAME?=webui
 ROOT_DIR:=$(shell dirname $(realpath $(lastword $(MAKEFILE_LIST))))
 
 prepare-tests:
-	docker compose up -d
+	docker compose up -d --build
 
 cleanup-tests:
 	docker compose down
 
 tests: prepare-tests
-	LOCALAGI_MODEL="arcee-agent" LOCALAI_API_URL="http://localhost:8081" LOCALAGI_API_URL="http://localhost:8080" $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --fail-fast -v -r ./...
+	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 ./...
 
 run-nokb:
 	$(MAKE) run KBDISABLEINDEX=true

README.md

@@ -1,8 +1,8 @@
 <p align="center">
-  <img src="https://github.com/user-attachments/assets/6958ffb3-31cf-441e-b99d-ce34ec6fc88f" alt="LocalAGI Logo" width="220"/>
+  <img src="./webui/react-ui/public/logo_1.png" alt="LocalAGI Logo" width="220"/>
 </p>
 
-<h3 align="center"><em>Your AI. Your Hardware. Your Rules.</em></h3>
+<h3 align="center"><em>Your AI. Your Hardware. Your Rules</em></h3>
 
 <div align="center">
   
@@ -13,9 +13,9 @@
 
 </div>
 
-We empower you building AI Agents that you can run locally, without coding.
+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.
 
-**LocalAGI** is a powerful, self-hostable AI Agent platform designed for maximum privacy and flexibility. A complete drop-in replacement for OpenAI's Responses APIs with advanced agentic capabilities. No clouds. No data leaks. Just pure local AI that works on consumer-grade hardware (CPU and GPU).
+**LocalAGI** is a powerful, self-hostable AI Agent platform that allows you to design AI automations without writing code. A complete drop-in replacement for OpenAI's Responses APIs with advanced agentic capabilities. No clouds. No data leaks. Just pure local AI that works on consumer-grade hardware (CPU and GPU).
 
 ## 🛡️ Take Back Your Privacy
 
@@ -37,6 +37,7 @@ LocalAGI ensures your data stays exactly where you want it—on your hardware. N
 - 🖼 **Multimodal Support**: Ready for vision, text, and more.
 - 🔧 **Extensible Custom Actions**: Easily script dynamic agent behaviors in Go (interpreted, no compilation!).
 - 🛠 **Fully Customizable Models**: Use your own models or integrate seamlessly with [LocalAI](https://github.com/mudler/LocalAI).
+- 📊 **Observability**: Monitor agent status and view detailed observable updates in real-time.
 
 ## 🛠️ Quickstart
 
@@ -45,14 +46,131 @@ LocalAGI ensures your data stays exactly where you want it—on your hardware. N
 git clone https://github.com/mudler/LocalAGI
 cd LocalAGI
 
-# CPU setup
-docker compose up -f docker-compose.yml
+# CPU setup (default)
+docker compose up
 
-# GPU setup
-docker compose up -f docker-compose.gpu.yml
+# NVIDIA GPU setup
+docker compose -f docker-compose.nvidia.yaml up
+
+# Intel GPU setup (for Intel Arc and integrated GPUs)
+docker compose -f docker-compose.intel.yaml up
+
+# Start with a specific model (see available models in models.localai.io, or localai.io to use any model in huggingface)
+MODEL_NAME=gemma-3-12b-it docker compose up
+
+# NVIDIA GPU setup with custom multimodal and image models
+MODEL_NAME=gemma-3-12b-it \
+MULTIMODAL_MODEL=minicpm-v-2_6 \
+IMAGE_MODEL=flux.1-dev-ggml \
+docker compose -f docker-compose.nvidia.yaml up
 ```
 
-Access your agents at `http://localhost:3000`
+Now you can access and manage your agents at [http://localhost:8080](http://localhost:8080)
+
+Still having issues? see this Youtube video: https://youtu.be/HtVwIxW3ePg
+
+## 📚🆕 Local Stack Family
+
+🆕 LocalAI is now part of a comprehensive suite of AI tools designed to work together:
+
+<table>
+  <tr>
+    <td width="50%" valign="top">
+      <a href="https://github.com/mudler/LocalAI">
+        <img src="https://raw.githubusercontent.com/mudler/LocalAI/refs/heads/master/core/http/static/logo_horizontal.png" width="300" alt="LocalAI Logo">
+      </a>
+    </td>
+    <td width="50%" valign="top">
+      <h3><a href="https://github.com/mudler/LocalAI">LocalAI</a></h3>
+      <p>LocalAI is the free, Open Source OpenAI alternative. LocalAI act as a drop-in replacement REST API that's compatible with OpenAI API specifications for local AI inferencing. Does not require GPU.</p>
+    </td>
+  </tr>
+  <tr>
+    <td width="50%" valign="top">
+      <a href="https://github.com/mudler/LocalRecall">
+        <img src="https://raw.githubusercontent.com/mudler/LocalRecall/refs/heads/main/static/localrecall_horizontal.png" width="300" alt="LocalRecall Logo">
+      </a>
+    </td>
+    <td width="50%" valign="top">
+      <h3><a href="https://github.com/mudler/LocalRecall">LocalRecall</a></h3>
+      <p>A REST-ful API and knowledge base management system that provides persistent memory and storage capabilities for AI agents.</p>
+    </td>
+  </tr>
+</table>
+
+## 🖥️ Hardware Configurations
+
+LocalAGI supports multiple hardware configurations through Docker Compose profiles:
+
+### CPU (Default)
+- No special configuration needed
+- Runs on any system with Docker
+- Best for testing and development
+- Supports text models only
+
+### NVIDIA GPU
+- Requires NVIDIA GPU and drivers
+- Uses CUDA for acceleration
+- Best for high-performance inference
+- Supports text, multimodal, and image generation models
+- Run with: `docker compose -f docker-compose.nvidia.yaml up`
+- Default models:
+  - Text: `gemma-3-12b-it-qat`
+  - Multimodal: `minicpm-v-2_6`
+  - Image: `sd-1.5-ggml`
+- Environment variables:
+  - `MODEL_NAME`: Text model to use
+  - `MULTIMODAL_MODEL`: Multimodal model to use
+  - `IMAGE_MODEL`: Image generation model to use
+  - `LOCALAI_SINGLE_ACTIVE_BACKEND`: Set to `true` to enable single active backend mode
+
+### Intel GPU
+- Supports Intel Arc and integrated GPUs
+- Uses SYCL for acceleration
+- Best for Intel-based systems
+- Supports text, multimodal, and image generation models
+- Run with: `docker compose -f docker-compose.intel.yaml up`
+- Default models:
+  - Text: `gemma-3-12b-it-qat`
+  - Multimodal: `minicpm-v-2_6`
+  - Image: `sd-1.5-ggml`
+- Environment variables:
+  - `MODEL_NAME`: Text model to use
+  - `MULTIMODAL_MODEL`: Multimodal model to use
+  - `IMAGE_MODEL`: Image generation model to use
+  - `LOCALAI_SINGLE_ACTIVE_BACKEND`: Set to `true` to enable single active backend mode
+
+## Customize models
+
+You can customize the models used by LocalAGI by setting environment variables when running docker-compose. For example:
+
+```bash
+# CPU with custom model
+MODEL_NAME=gemma-3-12b-it docker compose up
+
+# NVIDIA GPU with custom models
+MODEL_NAME=gemma-3-12b-it \
+MULTIMODAL_MODEL=minicpm-v-2_6 \
+IMAGE_MODEL=flux.1-dev-ggml \
+docker compose -f docker-compose.nvidia.yaml up
+
+# Intel GPU with custom models
+MODEL_NAME=gemma-3-12b-it \
+MULTIMODAL_MODEL=minicpm-v-2_6 \
+IMAGE_MODEL=sd-1.5-ggml \
+docker compose -f docker-compose.intel.yaml up
+```
+
+If no models are specified, it will use the defaults:
+- Text model: `gemma-3-12b-it-qat`
+- Multimodal model: `minicpm-v-2_6`
+- Image model: `sd-1.5-ggml`
+
+Good (relatively small) models that have been tested are:
+
+- `qwen_qwq-32b` (best in co-ordinating agents)
+- `gemma-3-12b-it`
+- `gemma-3-27b-it`
 
 ## 🏆 Why Choose LocalAGI?
 
@@ -77,6 +195,8 @@ LocalAGI is part of the powerful Local family of privacy-focused AI tools:
 ![Web UI Dashboard](https://github.com/user-attachments/assets/a40194f9-af3a-461f-8b39-5f4612fbf221)
 ![Web UI Agent Settings](https://github.com/user-attachments/assets/fb3c3e2a-cd53-4ca8-97aa-c5da51ff1f83)
 ![Web UI Create Group](https://github.com/user-attachments/assets/102189a2-0fba-4a1e-b0cb-f99268ef8062)
+![Web UI Agent Observability](https://github.com/user-attachments/assets/f7359048-9d28-4cf1-9151-1f5556ce9235)
+
 
 ### Connectors Ready-to-Go
 
@@ -98,6 +218,8 @@ Explore detailed documentation including:
 
 ### Environment Configuration
 
+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 |
@@ -150,7 +272,7 @@ cd LocalAGI
 cd webui/react-ui && bun i && bun run dev
 ```
 
-Then in seperate terminal:
+Then in separate terminal:
 
 ```bash
 # Start development server

core/action/goal.go

@@ -0,0 +1,48 @@
+package action
+
+import (
+	"context"
+
+	"github.com/mudler/LocalAGI/core/types"
+	"github.com/sashabaranov/go-openai/jsonschema"
+)
+
+// NewGoal creates a new intention action
+// The inention action is special as it tries to identify
+// a tool to use and a reasoning over to use it
+func NewGoal() *GoalAction {
+	return &GoalAction{}
+}
+
+type GoalAction struct {
+}
+type GoalResponse struct {
+	Goal     string `json:"goal"`
+	Achieved bool   `json:"achieved"`
+}
+
+func (a *GoalAction) Run(context.Context, types.ActionParams) (types.ActionResult, error) {
+	return types.ActionResult{}, nil
+}
+
+func (a *GoalAction) Plannable() bool {
+	return false
+}
+
+func (a *GoalAction) Definition() types.ActionDefinition {
+	return types.ActionDefinition{
+		Name:        "goal",
+		Description: "Check if the goal is achieved",
+		Properties: map[string]jsonschema.Definition{
+			"goal": {
+				Type:        jsonschema.String,
+				Description: "The goal to check if it is achieved.",
+			},
+			"achieved": {
+				Type:        jsonschema.Boolean,
+				Description: "Whether the goal is achieved",
+			},
+		},
+		Required: []string{"goal", "achieved"},
+	}
+}

core/action/plan.go

@@ -41,7 +41,7 @@ func (a *PlanAction) Plannable() bool {
 func (a *PlanAction) Definition() types.ActionDefinition {
 	return types.ActionDefinition{
 		Name:        PlanActionName,
-		Description: "Use this tool for solving complex tasks that involves calling more tools in sequence.",
+		Description: "Use it for situations that involves doing more actions in sequence.",
 		Properties: map[string]jsonschema.Definition{
 			"subtasks": {
 				Type:        jsonschema.Array,

core/action/state.go

@@ -2,7 +2,6 @@ package action
 
 import (
 	"context"
-	"fmt"
 
 	"github.com/mudler/LocalAGI/core/types"
 	"github.com/sashabaranov/go-openai/jsonschema"
@@ -16,24 +15,6 @@ func NewState() *StateAction {
 
 type StateAction struct{}
 
-// State is the structure
-// that is used to keep track of the current state
-// and the Agent's short memory that it can update
-// Besides a long term memory that is accessible by the agent (With vector database),
-// And a context memory (that is always powered by a vector database),
-// this memory is the shorter one that the LLM keeps across conversation and across its
-// reasoning process's and life time.
-// TODO: A special action is then used to let the LLM itself update its memory
-// periodically during self-processing, and the same action is ALSO exposed
-// during the conversation to let the user put for example, a new goal to the agent.
-type AgentInternalState struct {
-	NowDoing    string   `json:"doing_now"`
-	DoingNext   string   `json:"doing_next"`
-	DoneHistory []string `json:"done_history"`
-	Memories    []string `json:"memories"`
-	Goal        string   `json:"goal"`
-}
-
 func (a *StateAction) Run(context.Context, types.ActionParams) (types.ActionResult, error) {
 	return types.ActionResult{Result: "internal state has been updated"}, nil
 }
@@ -76,23 +57,3 @@ func (a *StateAction) Definition() types.ActionDefinition {
 		},
 	}
 }
-
-const fmtT = `=====================
-NowDoing: %s
-DoingNext: %s
-Your current goal is: %s
-You have done: %+v
-You have a short memory with: %+v
-=====================
-`
-
-func (c AgentInternalState) String() string {
-	return fmt.Sprintf(
-		fmtT,
-		c.NowDoing,
-		c.DoingNext,
-		c.Goal,
-		c.DoneHistory,
-		c.Memories,
-	)
-}

core/agent/actions.go

@@ -22,29 +22,76 @@ type decisionResult struct {
 
 // decision forces the agent to take one of the available actions
 func (a *Agent) decision(
-	ctx context.Context,
+	job *types.Job,
 	conversation []openai.ChatCompletionMessage,
-	tools []openai.Tool, toolchoice any, maxRetries int) (*decisionResult, error) {
+	tools []openai.Tool, toolchoice string, maxRetries int) (*decisionResult, error) {
+
+	var choice *openai.ToolChoice
+
+	if toolchoice != "" {
+		choice = &openai.ToolChoice{
+			Type:     openai.ToolTypeFunction,
+			Function: openai.ToolFunction{Name: toolchoice},
+		}
+	}
+
+	decision := openai.ChatCompletionRequest{
+		Model:    a.options.LLMAPI.Model,
+		Messages: conversation,
+		Tools:    tools,
+	}
+
+	if choice != nil {
+		decision.ToolChoice = *choice
+	}
+
+	var obs *types.Observable
+	if job.Obs != nil {
+		obs = a.observer.NewObservable()
+		obs.Name = "decision"
+		obs.ParentID = job.Obs.ID
+		obs.Icon = "brain"
+		obs.Creation = &types.Creation{
+			ChatCompletionRequest: &decision,
+		}
+		a.observer.Update(*obs)
+	}
 
 	var lastErr error
 	for attempts := 0; attempts < maxRetries; attempts++ {
-		decision := openai.ChatCompletionRequest{
-			Model:      a.options.LLMAPI.Model,
-			Messages:   conversation,
-			Tools:      tools,
-			ToolChoice: toolchoice,
-		}
-
-		resp, err := a.client.CreateChatCompletion(ctx, decision)
+		resp, err := a.client.CreateChatCompletion(job.GetContext(), decision)
 		if err != nil {
 			lastErr = err
 			xlog.Warn("Attempt to make a decision failed", "attempt", attempts+1, "error", err)
+
+			if obs != nil {
+				obs.Progress = append(obs.Progress, types.Progress{
+					Error: err.Error(),
+				})
+				a.observer.Update(*obs)
+			}
+
 			continue
 		}
 
+		jsonResp, _ := json.Marshal(resp)
+		xlog.Debug("Decision response", "response", string(jsonResp))
+
+		if obs != nil {
+			obs.AddProgress(types.Progress{
+				ChatCompletionResponse: &resp,
+			})
+		}
+
 		if len(resp.Choices) != 1 {
 			lastErr = fmt.Errorf("no choices: %d", len(resp.Choices))
 			xlog.Warn("Attempt to make a decision failed", "attempt", attempts+1, "error", lastErr)
+
+			if obs != nil {
+				obs.Progress[len(obs.Progress)-1].Error = lastErr.Error()
+				a.observer.Update(*obs)
+			}
+
 			continue
 		}
 
@@ -53,6 +100,12 @@ func (a *Agent) decision(
 			if err := a.saveConversation(append(conversation, msg), "decision"); err != nil {
 				xlog.Error("Error saving conversation", "error", err)
 			}
+
+			if obs != nil {
+				obs.MakeLastProgressCompletion()
+				a.observer.Update(*obs)
+			}
+
 			return &decisionResult{message: msg.Content}, nil
 		}
 
@@ -60,6 +113,12 @@ func (a *Agent) decision(
 		if err := params.Read(msg.ToolCalls[0].Function.Arguments); err != nil {
 			lastErr = err
 			xlog.Warn("Attempt to parse action parameters failed", "attempt", attempts+1, "error", err)
+
+			if obs != nil {
+				obs.Progress[len(obs.Progress)-1].Error = lastErr.Error()
+				a.observer.Update(*obs)
+			}
+
 			continue
 		}
 
@@ -67,6 +126,11 @@ func (a *Agent) decision(
 			xlog.Error("Error saving conversation", "error", err)
 		}
 
+		if obs != nil {
+			obs.MakeLastProgressCompletion()
+			a.observer.Update(*obs)
+		}
+
 		return &decisionResult{actionParams: params, actioName: msg.ToolCalls[0].Function.Name, message: msg.Content}, nil
 	}
 
@@ -79,6 +143,15 @@ func (m Messages) ToOpenAI() []openai.ChatCompletionMessage {
 	return []openai.ChatCompletionMessage(m)
 }
 
+func (m Messages) RemoveIf(f func(msg openai.ChatCompletionMessage) bool) Messages {
+	for i := len(m) - 1; i >= 0; i-- {
+		if f(m[i]) {
+			m = append(m[:i], m[i+1:]...)
+		}
+	}
+	return m
+}
+
 func (m Messages) String() string {
 	s := ""
 	for _, cc := range m {
@@ -149,7 +222,7 @@ func (m Messages) IsLastMessageFromRole(role string) bool {
 	return m[len(m)-1].Role == role
 }
 
-func (a *Agent) generateParameters(ctx context.Context, pickTemplate string, act types.Action, c []openai.ChatCompletionMessage, reasoning string, maxAttempts int) (*decisionResult, error) {
+func (a *Agent) generateParameters(job *types.Job, pickTemplate string, act types.Action, c []openai.ChatCompletionMessage, reasoning string, maxAttempts int) (*decisionResult, error) {
 	stateHUD, err := renderTemplate(pickTemplate, a.prepareHUD(), a.availableActions(), reasoning)
 	if err != nil {
 		return nil, err
@@ -177,13 +250,10 @@ func (a *Agent) generateParameters(ctx context.Context, pickTemplate string, act
 	var attemptErr error
 
 	for attempts := 0; attempts < maxAttempts; attempts++ {
-		result, attemptErr = a.decision(ctx,
+		result, attemptErr = a.decision(job,
 			cc,
 			a.availableActions().ToTools(),
-			openai.ToolChoice{
-				Type:     openai.ToolTypeFunction,
-				Function: openai.ToolFunction{Name: act.Definition().Name.String()},
-			},
+			act.Definition().Name.String(),
 			maxAttempts,
 		)
 		if attemptErr == nil && result.actionParams != nil {
@@ -242,8 +312,9 @@ func (a *Agent) handlePlanning(ctx context.Context, job *types.Job, chosenAction
 		subTaskAction := a.availableActions().Find(subtask.Action)
 		subTaskReasoning := fmt.Sprintf("%s Overall goal is: %s", subtask.Reasoning, planResult.Goal)
 
-		params, err := a.generateParameters(ctx, pickTemplate, subTaskAction, conv, subTaskReasoning, maxRetries)
+		params, err := a.generateParameters(job, pickTemplate, subTaskAction, conv, subTaskReasoning, maxRetries)
 		if err != nil {
+			xlog.Error("error generating action's parameters", "error", err)
 			return conv, fmt.Errorf("error generating action's parameters: %w", err)
 
 		}
@@ -271,8 +342,9 @@ func (a *Agent) handlePlanning(ctx context.Context, job *types.Job, chosenAction
 			break
 		}
 
-		result, err := a.runAction(ctx, subTaskAction, actionParams)
+		result, err := a.runAction(job, subTaskAction, actionParams)
 		if err != nil {
+			xlog.Error("error running action", "error", err)
 			return conv, fmt.Errorf("error running action: %w", err)
 		}
 
@@ -355,16 +427,21 @@ func (a *Agent) prepareHUD() (promptHUD *PromptHUD) {
 }
 
 // pickAction picks an action based on the conversation
-func (a *Agent) pickAction(ctx context.Context, templ string, messages []openai.ChatCompletionMessage, maxRetries int) (types.Action, types.ActionParams, string, error) {
+func (a *Agent) pickAction(job *types.Job, templ string, messages []openai.ChatCompletionMessage, maxRetries int) (types.Action, types.ActionParams, string, error) {
 	c := messages
 
+	xlog.Debug("[pickAction] picking action starts", "messages", messages)
+
+	// Identify the goal of this conversation
+
 	if !a.options.forceReasoning {
+		xlog.Debug("not forcing reasoning")
 		// We also could avoid to use functions here and get just a reply from the LLM
 		// and then use the reply to get the action
-		thought, err := a.decision(ctx,
+		thought, err := a.decision(job,
 			messages,
 			a.availableActions().ToTools(),
-			nil,
+			"",
 			maxRetries)
 		if err != nil {
 			return nil, nil, "", err
@@ -386,6 +463,8 @@ func (a *Agent) pickAction(ctx context.Context, templ string, messages []openai.
 		return chosenAction, thought.actionParams, thought.message, nil
 	}
 
+	xlog.Debug("[pickAction] forcing reasoning")
+
 	prompt, err := renderTemplate(templ, a.prepareHUD(), a.availableActions(), "")
 	if err != nil {
 		return nil, nil, "", err
@@ -401,67 +480,84 @@ func (a *Agent) pickAction(ctx context.Context, templ string, messages []openai.
 		}, c...)
 	}
 
-	// We also could avoid to use functions here and get just a reply from the LLM
-	// and then use the reply to get the action
-	thought, err := a.decision(ctx,
+	thought, err := a.decision(job,
 		c,
 		types.Actions{action.NewReasoning()}.ToTools(),
-		action.NewReasoning().Definition().Name, maxRetries)
+		action.NewReasoning().Definition().Name.String(), maxRetries)
 	if err != nil {
 		return nil, nil, "", err
 	}
-	reason := ""
+	originalReasoning := ""
 	response := &action.ReasoningResponse{}
 	if thought.actionParams != nil {
 		if err := thought.actionParams.Unmarshal(response); err != nil {
 			return nil, nil, "", err
 		}
-		reason = response.Reasoning
+		originalReasoning = response.Reasoning
 	}
 	if thought.message != "" {
-		reason = thought.message
+		originalReasoning = thought.message
 	}
 
-	// From the thought, get the action call
-	// Get all the available actions IDs
-	actionsID := []string{}
+	xlog.Debug("[pickAction] picking action", "messages", c)
+	// thought, err := a.askLLM(ctx,
+	// 	c,
+
+	actionsID := []string{"reply"}
 	for _, m := range a.availableActions() {
 		actionsID = append(actionsID, m.Definition().Name.String())
 	}
-	intentionsTools := action.NewIntention(actionsID...)
 
-	//XXX: Why we add the reason here?
-	params, err := a.decision(ctx,
+	xlog.Debug("[pickAction] actionsID", "actionsID", actionsID)
+
+	intentionsTools := action.NewIntention(actionsID...)
+	// TODO: FORCE to select ana ction here
+	// NOTE: we do not give the full conversation here to pick the action
+	// to avoid hallucinations
+
+	// Extract an action
+	params, err := a.decision(job,
 		append(c, openai.ChatCompletionMessage{
 			Role:    "system",
-			Content: "Given the assistant thought, pick the relevant action: " + reason,
+			Content: "Pick the relevant action given the following reasoning: " + originalReasoning,
 		}),
 		types.Actions{intentionsTools}.ToTools(),
-		intentionsTools.Definition().Name, maxRetries)
+		intentionsTools.Definition().Name.String(), maxRetries)
 	if err != nil {
 		return nil, nil, "", fmt.Errorf("failed to get the action tool parameters: %v", err)
 	}
 
-	actionChoice := action.IntentResponse{}
-
 	if params.actionParams == nil {
+		xlog.Debug("[pickAction] no action params found")
 		return nil, nil, params.message, nil
 	}
 
+	actionChoice := action.IntentResponse{}
 	err = params.actionParams.Unmarshal(&actionChoice)
 	if err != nil {
 		return nil, nil, "", err
 	}
 
-	if actionChoice.Tool == "" || actionChoice.Tool == "none" {
-		return nil, nil, "", fmt.Errorf("no intent detected")
+	if actionChoice.Tool == "" || actionChoice.Tool == "reply" {
+		xlog.Debug("[pickAction] no action found, replying")
+		return nil, nil, "", nil
 	}
 
-	// Find the action
 	chosenAction := a.availableActions().Find(actionChoice.Tool)
-	if chosenAction == nil {
-		return nil, nil, "", fmt.Errorf("no action found for intent:" + actionChoice.Tool)
-	}
 
-	return chosenAction, nil, actionChoice.Reasoning, nil
+	xlog.Debug("[pickAction] chosenAction", "chosenAction", chosenAction, "actionName", actionChoice.Tool)
+
+	// // Let's double check if the action is correct by asking the LLM to judge it
+
+	// if chosenAction!= nil {
+	// 	promptString:= "Given the following goal and thoughts, is the action correct? \n\n"
+	// 	promptString+= fmt.Sprintf("Goal: %s\n", goalResponse.Goal)
+	// 	promptString+= fmt.Sprintf("Thoughts: %s\n", originalReasoning)
+	// 	promptString+= fmt.Sprintf("Action: %s\n", chosenAction.Definition().Name.String())
+	// 	promptString+= fmt.Sprintf("Action description: %s\n", chosenAction.Definition().Description)
+	// 	promptString+= fmt.Sprintf("Action parameters: %s\n", params.actionParams)
+
+	// }
+
+	return chosenAction, nil, originalReasoning, nil
 }

core/agent/agent.go

@@ -2,6 +2,7 @@ package agent
 
 import (
 	"context"
+	"errors"
 	"fmt"
 	"os"
 	"sync"
@@ -30,7 +31,7 @@ type Agent struct {
 	jobQueue  chan *types.Job
 	context   *types.ActionContext
 
-	currentState *action.AgentInternalState
+	currentState *types.AgentInternalState
 
 	selfEvaluationInProgress bool
 	pause                    bool
@@ -41,6 +42,8 @@ type Agent struct {
 
 	subscriberMutex        sync.Mutex
 	newMessagesSubscribers []func(openai.ChatCompletionMessage)
+
+	observer Observer
 }
 
 type RAGDB interface {
@@ -69,12 +72,17 @@ func New(opts ...Option) (*Agent, error) {
 		options:                options,
 		client:                 client,
 		Character:              options.character,
-		currentState:           &action.AgentInternalState{},
+		currentState:           &types.AgentInternalState{},
 		context:                types.NewActionContext(ctx, cancel),
 		newConversations:       make(chan openai.ChatCompletionMessage),
 		newMessagesSubscribers: options.newConversationsSubscribers,
 	}
 
+	// Initialize observer if provided
+	if options.observer != nil {
+		a.observer = options.observer
+	}
+
 	if a.options.statefile != "" {
 		if _, err := os.Stat(a.options.statefile); err == nil {
 			if err = a.LoadState(a.options.statefile); err != nil {
@@ -146,6 +154,14 @@ func (a *Agent) Ask(opts ...types.JobOption) *types.JobResult {
 		xlog.Debug("Agent has finished being asked", "agent", a.Character.Name)
 	}()
 
+	if a.observer != nil {
+		obs := a.observer.NewObservable()
+		obs.Name = "job"
+		obs.Icon = "plug"
+		a.observer.Update(*obs)
+		opts = append(opts, types.WithObservable(obs))
+	}
+
 	return a.Execute(types.NewJob(
 		append(
 			opts,
@@ -163,6 +179,20 @@ func (a *Agent) Execute(j *types.Job) *types.JobResult {
 		xlog.Debug("Agent has finished", "agent", a.Character.Name)
 	}()
 
+	if j.Obs != nil {
+		j.Result.AddFinalizer(func(ccm []openai.ChatCompletionMessage) {
+			j.Obs.Completion = &types.Completion{
+				Conversation: ccm,
+			}
+
+			if j.Result.Error != nil {
+				j.Obs.Completion.Error = j.Result.Error.Error()
+			}
+
+			a.observer.Update(*j.Obs)
+		})
+	}
+
 	a.Enqueue(j)
 	return j.Result.WaitResult()
 }
@@ -237,39 +267,90 @@ func (a *Agent) Memory() RAGDB {
 	return a.options.ragdb
 }
 
-func (a *Agent) runAction(ctx context.Context, chosenAction types.Action, params types.ActionParams) (result types.ActionResult, err error) {
+func (a *Agent) runAction(job *types.Job, chosenAction types.Action, params types.ActionParams) (result types.ActionResult, err error) {
+	var obs *types.Observable
+	if job.Obs != nil {
+		obs = a.observer.NewObservable()
+		obs.Name = "action"
+		obs.Icon = "bolt"
+		obs.ParentID = job.Obs.ID
+		obs.Creation = &types.Creation{
+			FunctionDefinition: chosenAction.Definition().ToFunctionDefinition(),
+			FunctionParams:     params,
+		}
+		a.observer.Update(*obs)
+	}
+
+	xlog.Info("[runAction] Running action", "action", chosenAction.Definition().Name, "agent", a.Character.Name, "params", params.String())
+
 	for _, act := range a.availableActions() {
 		if act.Definition().Name == chosenAction.Definition().Name {
-			res, err := act.Run(ctx, params)
+			res, err := act.Run(job.GetContext(), params)
 			if err != nil {
+				if obs != nil {
+					obs.Completion = &types.Completion{
+						Error: err.Error(),
+					}
+				}
+
 				return types.ActionResult{}, fmt.Errorf("error running action: %w", err)
 			}
 
+			if obs != nil {
+				obs.Progress = append(obs.Progress, types.Progress{
+					ActionResult: res.Result,
+				})
+				a.observer.Update(*obs)
+			}
+
 			result = res
 		}
 	}
 
-	xlog.Info("Running action", "action", chosenAction.Definition().Name, "agent", a.Character.Name)
-
 	if chosenAction.Definition().Name.Is(action.StateActionName) {
 		// We need to store the result in the state
-		state := action.AgentInternalState{}
+		state := types.AgentInternalState{}
 
 		err = params.Unmarshal(&state)
 		if err != nil {
-			return types.ActionResult{}, fmt.Errorf("error unmarshalling state of the agent: %w", err)
+			werr := fmt.Errorf("error unmarshalling state of the agent: %w", err)
+			if obs != nil {
+				obs.Completion = &types.Completion{
+					Error: werr.Error(),
+				}
+			}
+			return types.ActionResult{}, werr
 		}
 		// update the current state with the one we just got from the action
 		a.currentState = &state
+		if obs != nil {
+			obs.Progress = append(obs.Progress, types.Progress{
+				AgentState: &state,
+			})
+			a.observer.Update(*obs)
+		}
 
 		// update the state file
 		if a.options.statefile != "" {
 			if err := a.SaveState(a.options.statefile); err != nil {
+				if obs != nil {
+					obs.Completion = &types.Completion{
+						Error: err.Error(),
+					}
+				}
+
 				return types.ActionResult{}, err
 			}
 		}
 	}
 
+	xlog.Debug("[runAction] Action result", "action", chosenAction.Definition().Name, "params", params.String(), "result", result.Result)
+
+	if obs != nil {
+		obs.MakeLastProgressCompletion()
+		a.observer.Update(*obs)
+	}
+
 	return result, nil
 }
 
@@ -466,7 +547,7 @@ func (a *Agent) consumeJob(job *types.Job, role string) {
 		chosenAction = *action
 		reasoning = reason
 		if params == nil {
-			p, err := a.generateParameters(job.GetContext(), pickTemplate, chosenAction, conv, reasoning, maxRetries)
+			p, err := a.generateParameters(job, pickTemplate, chosenAction, conv, reasoning, maxRetries)
 			if err != nil {
 				xlog.Error("Error generating parameters, trying again", "error", err)
 				// try again
@@ -481,7 +562,7 @@ func (a *Agent) consumeJob(job *types.Job, role string) {
 		job.ResetNextAction()
 	} else {
 		var err error
-		chosenAction, actionParams, reasoning, err = a.pickAction(job.GetContext(), pickTemplate, conv, maxRetries)
+		chosenAction, actionParams, reasoning, err = a.pickAction(job, pickTemplate, conv, maxRetries)
 		if err != nil {
 			xlog.Error("Error picking action", "error", err)
 			job.Result.Finish(err)
@@ -515,10 +596,21 @@ func (a *Agent) consumeJob(job *types.Job, role string) {
 		//job.Result.Finish(fmt.Errorf("no action to do"))\
 		xlog.Info("No action to do, just reply", "agent", a.Character.Name, "reasoning", reasoning)
 
-		conv = append(conv, openai.ChatCompletionMessage{
-			Role:    "assistant",
-			Content: reasoning,
-		})
+		if reasoning != "" {
+			conv = append(conv, openai.ChatCompletionMessage{
+				Role:    "assistant",
+				Content: reasoning,
+			})
+		} else {
+			xlog.Info("No reasoning, just reply", "agent", a.Character.Name)
+			msg, err := a.askLLM(job.GetContext(), conv, maxRetries)
+			if err != nil {
+				job.Result.Finish(fmt.Errorf("error asking LLM for a reply: %w", err))
+				return
+			}
+			conv = append(conv, msg)
+			reasoning = msg.Content
+		}
 
 		xlog.Debug("Finish job with reasoning", "reasoning", reasoning, "agent", a.Character.Name, "conversation", fmt.Sprintf("%+v", conv))
 		job.Result.Conversation = conv
@@ -544,7 +636,7 @@ func (a *Agent) consumeJob(job *types.Job, role string) {
 			"reasoning", reasoning,
 		)
 
-		params, err := a.generateParameters(job.GetContext(), pickTemplate, chosenAction, conv, reasoning, maxRetries)
+		params, err := a.generateParameters(job, pickTemplate, chosenAction, conv, reasoning, maxRetries)
 		if err != nil {
 			xlog.Error("Error generating parameters, trying again", "error", err)
 			// try again
@@ -592,7 +684,13 @@ func (a *Agent) consumeJob(job *types.Job, role string) {
 	var err error
 	conv, err = a.handlePlanning(job.GetContext(), job, chosenAction, actionParams, reasoning, pickTemplate, conv)
 	if err != nil {
-		job.Result.Finish(fmt.Errorf("error running action: %w", err))
+		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),
+		}), actionParams, chosenAction, reasoning)
 		return
 	}
 
@@ -633,7 +731,7 @@ func (a *Agent) consumeJob(job *types.Job, role string) {
 	}
 
 	if !chosenAction.Definition().Name.Is(action.PlanActionName) {
-		result, err := a.runAction(job.GetContext(), chosenAction, actionParams)
+		result, err := a.runAction(job, chosenAction, actionParams)
 		if err != nil {
 			//job.Result.Finish(fmt.Errorf("error running action: %w", err))
 			//return
@@ -657,12 +755,8 @@ func (a *Agent) consumeJob(job *types.Job, role string) {
 		conv = a.addFunctionResultToConversation(chosenAction, actionParams, result, conv)
 	}
 
-	//conv = append(conv, messages...)
-	//conv = messages
-
-	// given the result, we can now ask OpenAI to complete the conversation or
-	// to continue using another tool given the result
-	followingAction, followingParams, reasoning, err := a.pickAction(job.GetContext(), reEvaluationTemplate, conv, maxRetries)
+	// given the result, we can now re-evaluate the conversation
+	followingAction, followingParams, reasoning, err := a.pickAction(job, reEvaluationTemplate, conv, maxRetries)
 	if err != nil {
 		job.Result.Conversation = conv
 		job.Result.Finish(fmt.Errorf("error picking action: %w", err))
@@ -674,6 +768,7 @@ func (a *Agent) consumeJob(job *types.Job, role string) {
 		!chosenAction.Definition().Name.Is(action.ReplyActionName) {
 
 		xlog.Info("Following action", "action", followingAction.Definition().Name, "agent", a.Character.Name)
+		job.ConversationHistory = conv
 
 		// We need to do another action (?)
 		// The agent decided to do another action
@@ -681,26 +776,6 @@ func (a *Agent) consumeJob(job *types.Job, role string) {
 		job.SetNextAction(&followingAction, &followingParams, reasoning)
 		a.consumeJob(job, role)
 		return
-	} else if followingAction == nil {
-		xlog.Info("Not following another action", "agent", a.Character.Name)
-
-		if !a.options.forceReasoning {
-			xlog.Info("Finish conversation with reasoning", "reasoning", reasoning, "agent", a.Character.Name)
-
-			msg := openai.ChatCompletionMessage{
-				Role:    "assistant",
-				Content: reasoning,
-			}
-
-			conv = append(conv, msg)
-			job.Result.SetResponse(msg.Content)
-			job.Result.Conversation = conv
-			job.Result.AddFinalizer(func(conv []openai.ChatCompletionMessage) {
-				a.saveCurrentConversation(conv)
-			})
-			job.Result.Finish(nil)
-			return
-		}
 	}
 
 	a.reply(job, role, conv, actionParams, chosenAction, reasoning)
@@ -915,7 +990,6 @@ func (a *Agent) periodicallyRun(timer *time.Timer) {
 }
 
 func (a *Agent) Run() error {
-
 	a.startNewConversationsConsumer()
 	xlog.Debug("Agent is now running", "agent", a.Character.Name)
 	// The agent run does two things:
@@ -930,32 +1004,68 @@ func (a *Agent) Run() error {
 
 	// Expose a REST API to interact with the agent to ask it things
 
-	//todoTimer := time.NewTicker(a.options.periodicRuns)
 	timer := time.NewTimer(a.options.periodicRuns)
+
+	// we fire the periodicalRunner only once.
+	go a.periodicalRunRunner(timer)
+	var errs []error
+	var muErr sync.Mutex
+	var wg sync.WaitGroup
+
+	parallelJobs := a.options.parallelJobs
+	if a.options.parallelJobs == 0 {
+		parallelJobs = 1
+	}
+
+	for i := 0; i < parallelJobs; i++ {
+		xlog.Debug("Starting agent worker", "worker", i)
+		wg.Add(1)
+		go func() {
+			e := a.run(timer)
+			muErr.Lock()
+			errs = append(errs, e)
+			muErr.Unlock()
+			wg.Done()
+		}()
+	}
+
+	wg.Wait()
+
+	return errors.Join(errs...)
+}
+
+func (a *Agent) run(timer *time.Timer) error {
 	for {
 		xlog.Debug("Agent is now waiting for a new job", "agent", a.Character.Name)
 		select {
 		case job := <-a.jobQueue:
-			a.loop(timer, job)
+			if !timer.Stop() {
+				<-timer.C
+			}
+			xlog.Debug("Agent is consuming a job", "agent", a.Character.Name, "job", job)
+			a.consumeJob(job, UserRole)
+			timer.Reset(a.options.periodicRuns)
 		case <-a.context.Done():
 			// Agent has been canceled, return error
 			xlog.Warn("Agent has been canceled", "agent", a.Character.Name)
 			return ErrContextCanceled
+		}
+	}
+}
+
+func (a *Agent) periodicalRunRunner(timer *time.Timer) {
+	for {
+		select {
+		case <-a.context.Done():
+			// Agent has been canceled, return error
+			xlog.Warn("periodicalRunner has been canceled", "agent", a.Character.Name)
+			return
 		case <-timer.C:
 			a.periodicallyRun(timer)
 		}
 	}
 }
 
-func (a *Agent) loop(timer *time.Timer, job *types.Job) {
-	// Remember always to reset the timer - if we don't the agent will stop..
-	defer timer.Reset(a.options.periodicRuns)
-	// Consume the job and generate a response
-	// TODO: Give a short-term memory to the agent
-	// stop and drain the timer
-	if !timer.Stop() {
-		<-timer.C
-	}
-	xlog.Debug("Agent is consuming a job", "agent", a.Character.Name, "job", job)
-	a.consumeJob(job, UserRole)
+func (a *Agent) Observer() Observer {
+	return a.observer
 }

core/agent/agent_test.go

@@ -126,6 +126,8 @@ var _ = Describe("Agent test", func() {
 			agent, err := New(
 				WithLLMAPIURL(apiURL),
 				WithModel(testModel),
+				EnableForceReasoning,
+				WithTimeout("10m"),
 				WithLoopDetectionSteps(3),
 				//	WithRandomIdentity(),
 				WithActions(&TestAction{response: map[string]string{
@@ -174,7 +176,7 @@ var _ = Describe("Agent test", func() {
 			agent, err := New(
 				WithLLMAPIURL(apiURL),
 				WithModel(testModel),
-
+				WithTimeout("10m"),
 				//	WithRandomIdentity(),
 				WithActions(&TestAction{response: map[string]string{
 					"boston": testActionResult,
@@ -199,6 +201,7 @@ var _ = Describe("Agent test", func() {
 			agent, err := New(
 				WithLLMAPIURL(apiURL),
 				WithModel(testModel),
+				WithTimeout("10m"),
 				EnableHUD,
 				//	EnableStandaloneJob,
 				//	WithRandomIdentity(),
@@ -223,7 +226,10 @@ var _ = Describe("Agent test", func() {
 				WithLLMAPIKey(apiKeyURL),
 				WithTimeout("10m"),
 				WithActions(
-					actions.NewSearch(map[string]string{}),
+					&TestAction{response: map[string]string{
+						"boston": testActionResult,
+						"milan":  testActionResult2,
+					}},
 				),
 				EnablePlanning,
 				EnableForceReasoning,
@@ -235,18 +241,21 @@ var _ = Describe("Agent test", func() {
 			defer agent.Stop()
 
 			result := agent.Ask(
-				types.WithText("plan a trip to San Francisco from Venice, Italy"),
+				types.WithText("Use the plan tool to do two actions in sequence: search for the weather in boston and search for the weather in milan"),
 			)
 			Expect(len(result.State)).To(BeNumerically(">", 1))
 
 			actionsExecuted := []string{}
+			actionResults := []string{}
 			for _, r := range result.State {
 				xlog.Info(r.Result)
 				actionsExecuted = append(actionsExecuted, r.Action.Definition().Name.String())
+				actionResults = append(actionResults, r.ActionResult.Result)
 			}
-			Expect(actionsExecuted).To(ContainElement("search_internet"), fmt.Sprint(result))
+			Expect(actionsExecuted).To(ContainElement("get_weather"), fmt.Sprint(result))
 			Expect(actionsExecuted).To(ContainElement("plan"), fmt.Sprint(result))
-
+			Expect(actionResults).To(ContainElement(testActionResult), fmt.Sprint(result))
+			Expect(actionResults).To(ContainElement(testActionResult2), fmt.Sprint(result))
 		})
 
 		It("Can initiate conversations", func() {
@@ -257,6 +266,7 @@ var _ = Describe("Agent test", func() {
 				WithLLMAPIURL(apiURL),
 				WithModel(testModel),
 				WithLLMAPIKey(apiKeyURL),
+				WithTimeout("10m"),
 				WithNewConversationSubscriber(func(m openai.ChatCompletionMessage) {
 					mu.Lock()
 					message = m
@@ -271,7 +281,7 @@ var _ = Describe("Agent test", func() {
 				EnableStandaloneJob,
 				EnableHUD,
 				WithPeriodicRuns("1s"),
-				WithPermanentGoal("use the new_conversation tool"),
+				WithPermanentGoal("use the new_conversation tool to initiate a conversation with the user"),
 				//	EnableStandaloneJob,
 				//	WithRandomIdentity(),
 			)

core/agent/observer.go

@@ -0,0 +1,88 @@
+package agent
+
+import (
+	"encoding/json"
+	"sync"
+	"sync/atomic"
+
+	"github.com/mudler/LocalAGI/core/sse"
+	"github.com/mudler/LocalAGI/core/types"
+	"github.com/mudler/LocalAGI/pkg/xlog"
+)
+
+type Observer interface {
+	NewObservable() *types.Observable
+	Update(types.Observable)
+	History() []types.Observable
+}
+
+type SSEObserver struct {
+	agent   string
+	maxID   int32
+	manager sse.Manager
+
+	mutex sync.Mutex
+	history []types.Observable
+	historyLast int
+}
+
+func NewSSEObserver(agent string, manager sse.Manager) *SSEObserver {
+	return &SSEObserver{
+		agent:   agent,
+		maxID:   1,
+		manager: manager,
+		history: make([]types.Observable, 100),
+	}
+}
+
+func (s *SSEObserver) NewObservable() *types.Observable {
+	id  := atomic.AddInt32(&s.maxID, 1)
+	
+	return &types.Observable{
+		ID:    id - 1,
+		Agent: s.agent,
+	}
+}
+
+func (s *SSEObserver) Update(obs types.Observable) {
+	data, err := json.Marshal(obs)
+	if err != nil {
+		xlog.Error("Error marshaling observable", "error", err)
+		return
+	}
+	msg := sse.NewMessage(string(data)).WithEvent("observable_update")
+	s.manager.Send(msg)
+
+	s.mutex.Lock()
+	defer s.mutex.Unlock()
+
+	for i, o := range s.history {
+		if o.ID == obs.ID {
+			s.history[i] = obs
+			return
+		}
+	}
+
+	s.history[s.historyLast] = obs
+	s.historyLast += 1
+	if s.historyLast >= len(s.history) {
+		s.historyLast = 0
+	}
+}
+
+func (s *SSEObserver) History() []types.Observable {
+	h := make([]types.Observable, 0, 20)
+
+	s.mutex.Lock()
+	defer s.mutex.Unlock()
+
+	for _, obs := range s.history {
+		if obs.ID == 0 {
+			continue
+		}
+
+		h = append(h, obs)
+	}
+
+	return h
+}

core/agent/options.go

@@ -53,6 +53,9 @@ type options struct {
 	mcpServers []MCPServer
 
 	newConversationsSubscribers []func(openai.ChatCompletionMessage)
+
+	observer     Observer
+	parallelJobs int
 }
 
 func (o *options) SeparatedMultimodalModel() bool {
@@ -61,6 +64,7 @@ func (o *options) SeparatedMultimodalModel() bool {
 
 func defaultOptions() *options {
 	return &options{
+		parallelJobs: 1,
 		periodicRuns: 15 * time.Minute,
 		LLMAPI: llmOptions{
 			APIURL: "http://localhost:8080",
@@ -136,6 +140,13 @@ func EnableKnowledgeBaseWithResults(results int) Option {
 	}
 }
 
+func WithParallelJobs(jobs int) Option {
+	return func(o *options) error {
+		o.parallelJobs = jobs
+		return nil
+	}
+}
+
 func WithNewConversationSubscriber(sub func(openai.ChatCompletionMessage)) Option {
 	return func(o *options) error {
 		o.newConversationsSubscribers = append(o.newConversationsSubscribers, sub)
@@ -336,3 +347,10 @@ func WithActions(actions ...types.Action) Option {
 		return nil
 	}
 }
+
+func WithObserver(observer Observer) Option {
+	return func(o *options) error {
+		o.observer = observer
+		return nil
+	}
+}

core/agent/state.go

@@ -6,7 +6,7 @@ import (
 	"os"
 	"path/filepath"
 
-	"github.com/mudler/LocalAGI/core/action"
+	"github.com/mudler/LocalAGI/core/types"
 	"github.com/sashabaranov/go-openai/jsonschema"
 )
 
@@ -15,7 +15,7 @@ import (
 // in the prompts
 type PromptHUD struct {
 	Character     Character                 `json:"character"`
-	CurrentState  action.AgentInternalState `json:"current_state"`
+	CurrentState  types.AgentInternalState `json:"current_state"`
 	PermanentGoal string                    `json:"permanent_goal"`
 	ShowCharacter bool                      `json:"show_character"`
 }
@@ -80,7 +80,7 @@ func Load(path string) (*Character, error) {
 	return &c, nil
 }
 
-func (a *Agent) State() action.AgentInternalState {
+func (a *Agent) State() types.AgentInternalState {
 	return *a.currentState
 }
 

core/agent/state_test.go

@@ -25,6 +25,7 @@ var _ = Describe("Agent test", func() {
 			agent, err = New(
 				WithLLMAPIURL(apiURL),
 				WithModel(testModel),
+				WithTimeout("10m"),
 				WithRandomIdentity(),
 			)
 			Expect(err).ToNot(HaveOccurred())

core/agent/templates.go

@@ -43,61 +43,104 @@ func renderTemplate(templ string, hud *PromptHUD, actions types.Actions, reasoni
 	return prompt.String(), nil
 }
 
-const innerMonologueTemplate = `"This is not a typical conversation between an assistant and an user.
-You are thinking out loud by yourself now, and you are evaluating the current situation.
-Considering the goal and the persistent goal (if you have one) do an action or decide to plan something for later on. If possible for you, you might also decide to engage a conversation with the user by notifying him."`
+const innerMonologueTemplate = `You are an autonomous AI agent thinking out loud and evaluating your current situation.
+Your task is to analyze your goals and determine the best course of action.
 
-const hudTemplate = `{{with .HUD }}{{if .ShowCharacter}}The assistant acts like an human, has a character and the replies and actions might be influenced by it.
-{{if .Character.Name}}This is the assistant name: {{.Character.Name}}
-{{end}}{{if .Character.Age}}This is the assistant age: {{.Character.Age}}
-{{end}}{{if .Character.Occupation}}This is the assistant job: {{.Character.Occupation}}
-{{end}}{{if .Character.Hobbies}}This is the assistant's hobbies: {{.Character.Hobbies}}
-{{end}}{{if .Character.MusicTaste}}This is the assistant's music taste: {{.Character.MusicTaste}}
+Consider:
+1. Your permanent goal (if any)
+2. Your current state and progress
+3. Available tools and capabilities
+4. Previous actions and their outcomes
+
+You can:
+- Take immediate actions using available tools
+- Plan future actions
+- Update your state and goals
+- Initiate conversations with the user when appropriate
+
+Remember to:
+- Think critically about each decision
+- Consider both short-term and long-term implications
+- Be proactive in addressing potential issues
+- Maintain awareness of your current state and goals`
+
+const hudTemplate = `{{with .HUD }}{{if .ShowCharacter}}You are an AI assistant with a distinct personality and character traits that influence your responses and actions.
+{{if .Character.Name}}Name: {{.Character.Name}}
+{{end}}{{if .Character.Age}}Age: {{.Character.Age}}
+{{end}}{{if .Character.Occupation}}Occupation: {{.Character.Occupation}}
+{{end}}{{if .Character.Hobbies}}Hobbies: {{.Character.Hobbies}}
+{{end}}{{if .Character.MusicTaste}}Music Taste: {{.Character.MusicTaste}}
 {{end}}
 {{end}}
 
-This is your current state:
-NowDoing: {{if .CurrentState.NowDoing}}{{.CurrentState.NowDoing}}{{else}}Nothing{{end}}
-DoingNext: {{if .CurrentState.DoingNext}}{{.CurrentState.DoingNext}}{{else}}Nothing{{end}}
-Your permanent goal is: {{if .PermanentGoal}}{{.PermanentGoal}}{{else}}Nothing{{end}}
-Your current goal is: {{if .CurrentState.Goal}}{{.CurrentState.Goal}}{{else}}Nothing{{end}}
-You have done: {{range .CurrentState.DoneHistory}}{{.}} {{end}}
-You have a short memory with: {{range .CurrentState.Memories}}{{.}} {{end}}{{end}}
-Current time: is {{.Time}}`
+Current State:
+- Current Action: {{if .CurrentState.NowDoing}}{{.CurrentState.NowDoing}}{{else}}None{{end}}
+- Next Action: {{if .CurrentState.DoingNext}}{{.CurrentState.DoingNext}}{{else}}None{{end}}
+- Permanent Goal: {{if .PermanentGoal}}{{.PermanentGoal}}{{else}}None{{end}}
+- Current Goal: {{if .CurrentState.Goal}}{{.CurrentState.Goal}}{{else}}None{{end}}
+- Action History: {{range .CurrentState.DoneHistory}}{{.}} {{end}}
+- Short-term Memory: {{range .CurrentState.Memories}}{{.}} {{end}}{{end}}
+Current Time: {{.Time}}`
 
-const pickSelfTemplate = `You can take any of the following tools: 
+const pickSelfTemplate = `
+You are an autonomous AI agent with a defined character and state (as shown above).
+Your task is to evaluate your current situation and determine the best course of action.
 
+Guidelines:
+1. Review your current state and goals
+2. Consider available tools and their purposes
+3. Plan your next steps carefully
+4. Update your state appropriately
+
+When making decisions:
+- Use the "reply" tool to provide final responses
+- Update your state using appropriate tools
+- Plan complex tasks using the planning tool
+- Consider both immediate and long-term goals
+
+Remember:
+- You are autonomous and should not ask for user input
+- Your character traits influence your decisions
+- Keep track of your progress and state
+- Be proactive in addressing potential issues
+
+Available Tools:
 {{range .Actions -}}
 - {{.Name}}: {{.Description }}
 {{ end }}
 
-To finish your session, use the "reply" tool with your answer.
-
-Act like as a fully autonomous smart AI agent having a character, the character and your state is defined in the message above.
-You are now self-evaluating what to do next based on the state in the previous message. 
-For example, if the permanent goal is to "make a sandwich", you might want to "get the bread" first, and update the state afterwards by calling two tools in sequence.
-You can update the short-term goal, the current action, the next action, the history of actions, and the memories.
-You can't ask things to the user as you are thinking by yourself. You are autonomous.
-
-{{if .Reasoning}}Reasoning: {{.Reasoning}}{{end}}
+{{if .Reasoning}}Previous Reasoning: {{.Reasoning}}{{end}}
 ` + hudTemplate
 
-const reSelfEvalTemplate = pickSelfTemplate + `
-
-We already have called other tools. Evaluate the current situation and decide if we need to execute other tools.`
+const reSelfEvalTemplate = pickSelfTemplate
 
 const pickActionTemplate = hudTemplate + `
-When you have to pick a tool in the reasoning explain how you would use the tools you'd pick from: 
+Your only task is to analyze the conversation and determine a goal and the best tool to use, or just a final response if we have fullfilled the goal.
 
+Guidelines:
+1. Review the current state, what was done already and context
+2. Consider available tools and their purposes
+3. Plan your approach carefully
+4. Explain your reasoning clearly
+
+When choosing actions:
+- Use "reply" or "answer" tools for direct responses
+- Select appropriate tools for specific tasks
+- Consider the impact of each action
+- Plan for potential challenges
+
+Decision Process:
+1. Analyze the situation
+2. Consider available options
+3. Choose the best course of action
+4. Explain your reasoning
+5. Execute the chosen action
+
+Available Tools:
 {{range .Actions -}}
 - {{.Name}}: {{.Description }}
 {{ end }}
-To answer back to the user, use the "reply" or the "answer" tool.
-Given the text below, decide which action to take and explain the detailed reasoning behind it. For answering without picking a choice, reply with 'none'.
 
-{{if .Reasoning}}Reasoning: {{.Reasoning}}{{end}}
-`
+{{if .Reasoning}}Previous Reasoning: {{.Reasoning}}{{end}}`
 
-const reEvalTemplate = pickActionTemplate + `
-
-We already have called other tools. Evaluate the current situation and decide if we need to execute other tools or answer back with a result.`
+const reEvalTemplate = pickActionTemplate

core/state/config.go

@@ -61,6 +61,7 @@ type AgentConfig struct {
 	SystemPrompt          string `json:"system_prompt" form:"system_prompt"`
 	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"`
 }
 
 type AgentConfigMeta struct {
@@ -260,6 +261,16 @@ func NewAgentConfigMeta(
 				Step:         1,
 				Tags:         config.Tags{Section: "AdvancedSettings"},
 			},
+			{
+				Name:         "parallel_jobs",
+				Label:        "Parallel Jobs",
+				Type:         "number",
+				DefaultValue: 5,
+				Min:          1,
+				Step:         1,
+				HelpText:     "Number of concurrent tasks that can run in parallel",
+				Tags:         config.Tags{Section: "AdvancedSettings"},
+			},
 		},
 		MCPServers: []config.Field{
 			{

core/state/pool.go

@@ -166,7 +166,56 @@ func (a *AgentPool) CreateAgent(name string, agentConfig *AgentConfig) error {
 		}
 	}(a.pool[name])
 
-	return a.startAgentWithConfig(name, agentConfig)
+	return a.startAgentWithConfig(name, agentConfig, nil)
+}
+
+func (a *AgentPool) RecreateAgent(name string, agentConfig *AgentConfig) error {
+	a.Lock()
+	defer a.Unlock()
+
+	oldAgent := a.agents[name]
+	var o *types.Observable
+	obs := oldAgent.Observer()
+	if obs != nil {
+		o = obs.NewObservable()
+		o.Name = "Restarting Agent"
+		o.Icon = "sync"
+		o.Creation = &types.Creation{}
+		obs.Update(*o)
+	}
+
+	stateFile, characterFile := a.stateFiles(name)
+
+	os.Remove(stateFile)
+	os.Remove(characterFile)
+
+	oldAgent.Stop()
+
+	a.pool[name] = *agentConfig
+	delete(a.agents, name)
+
+	if err := a.save(); err != nil {
+		if obs != nil {
+			o.Completion = &types.Completion{Error: err.Error()}
+			obs.Update(*o)
+		}
+		return err
+	}
+
+	if err := a.startAgentWithConfig(name, agentConfig, obs); err != nil {
+		if obs != nil {
+			o.Completion = &types.Completion{Error: err.Error()}
+			obs.Update(*o)
+		}
+		return err
+	}
+
+	if obs != nil {
+		o.Completion = &types.Completion{}
+		obs.Update(*o)
+	}
+
+	return nil
 }
 
 func createAgentAvatar(APIURL, APIKey, model, imageModel, avatarDir string, agent AgentConfig) error {
@@ -268,8 +317,13 @@ func (a *AgentPool) GetStatusHistory(name string) *Status {
 	return a.agentStatus[name]
 }
 
-func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig) error {
-	manager := sse.NewManager(5)
+func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs Observer) error {
+	var manager sse.Manager
+	if m, ok := a.managers[name]; ok {
+		manager = m
+	} else {
+		manager = sse.NewManager(5)
+	}
 	ctx := context.Background()
 	model := a.defaultModel
 	multimodalModel := a.defaultMultimodalModel
@@ -331,6 +385,10 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig) error
 	// 	dynamicPrompts = append(dynamicPrompts, p.ToMap())
 	// }
 
+	if obs == nil {
+		obs = NewSSEObserver(name, manager)
+	}
+
 	opts := []Option{
 		WithModel(model),
 		WithLLMAPIURL(a.apiURL),
@@ -407,6 +465,7 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig) error
 				c.AgentResultCallback()(state)
 			}
 		}),
+		WithObserver(obs),
 	}
 
 	if config.HUD {
@@ -465,6 +524,10 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig) error
 		opts = append(opts, WithLoopDetectionSteps(config.LoopDetectionSteps))
 	}
 
+	if config.ParallelJobs > 0 {
+		opts = append(opts, WithParallelJobs(config.ParallelJobs))
+	}
+
 	xlog.Info("Starting agent", "name", name, "config", config)
 
 	agent, err := New(opts...)
@@ -509,7 +572,7 @@ func (a *AgentPool) StartAll() error {
 		if a.agents[name] != nil { // Agent already started
 			continue
 		}
-		if err := a.startAgentWithConfig(name, &config); err != nil {
+		if err := a.startAgentWithConfig(name, &config, nil); err != nil {
 			xlog.Error("Failed to start agent", "name", name, "error", err)
 		}
 	}
@@ -547,7 +610,7 @@ func (a *AgentPool) Start(name string) error {
 		return nil
 	}
 	if config, ok := a.pool[name]; ok {
-		return a.startAgentWithConfig(name, &config)
+		return a.startAgentWithConfig(name, &config, nil)
 	}
 
 	return fmt.Errorf("agent %s not found", name)

core/types/actions.go

@@ -74,8 +74,8 @@ func (a ActionDefinitionName) String() string {
 	return string(a)
 }
 
-func (a ActionDefinition) ToFunctionDefinition() openai.FunctionDefinition {
-	return openai.FunctionDefinition{
+func (a ActionDefinition) ToFunctionDefinition() *openai.FunctionDefinition {
+	return &openai.FunctionDefinition{
 		Name:        a.Name.String(),
 		Description: a.Description,
 		Parameters: jsonschema.Definition{

core/types/job.go

@@ -27,6 +27,8 @@ type Job struct {
 
 	context context.Context
 	cancel  context.CancelFunc
+
+	Obs *Observable
 }
 
 type ActionRequest struct {
@@ -198,3 +200,9 @@ func (j *Job) Cancel() {
 func (j *Job) GetContext() context.Context {
 	return j.context
 }
+
+func WithObservable(obs *Observable) JobOption {
+	return func(j *Job) {
+		j.Obs = obs
+	}
+}

core/types/observable.go

@@ -0,0 +1,61 @@
+package types
+
+import (
+	"github.com/mudler/LocalAGI/pkg/xlog"
+	"github.com/sashabaranov/go-openai"
+)
+
+type Creation struct {
+	ChatCompletionRequest *openai.ChatCompletionRequest `json:"chat_completion_request,omitempty"`
+	FunctionDefinition    *openai.FunctionDefinition    `json:"function_definition,omitempty"`
+	FunctionParams        ActionParams                  `json:"function_params,omitempty"`
+}
+
+type Progress struct {
+	Error                  string                         `json:"error,omitempty"`
+	ChatCompletionResponse *openai.ChatCompletionResponse `json:"chat_completion_response,omitempty"`
+	ActionResult           string                         `json:"action_result,omitempty"`
+	AgentState             *AgentInternalState            `json:"agent_state"`
+}
+
+type Completion struct {
+	Error                  string                         `json:"error,omitempty"`
+	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"`
+}
+
+type Observable struct {
+	ID       int32  `json:"id"`
+	ParentID int32  `json:"parent_id,omitempty"`
+	Agent    string `json:"agent"`
+	Name     string `json:"name"`
+	Icon     string `json:"icon"`
+
+	Creation   *Creation   `json:"creation,omitempty"`
+	Progress   []Progress  `json:"progress,omitempty"`
+	Completion *Completion `json:"completion,omitempty"`
+}
+
+func (o *Observable) AddProgress(p Progress) {
+	if o.Progress == nil {
+		o.Progress = make([]Progress, 0)
+	}
+	o.Progress = append(o.Progress, p)
+}
+
+func (o *Observable) MakeLastProgressCompletion() {
+	if len(o.Progress) == 0 {
+		xlog.Error("Observable completed without any progress", "id", o.ID, "name", o.Name)
+		return
+	}
+	p := o.Progress[len(o.Progress)-1]
+	o.Progress = o.Progress[:len(o.Progress)-1]
+	o.Completion = &Completion{
+		Error:                  p.Error,
+		ChatCompletionResponse: p.ChatCompletionResponse,
+		ActionResult:           p.ActionResult,
+		AgentState:             p.AgentState,
+	}
+}

core/types/state.go

@@ -0,0 +1,41 @@
+package types
+
+import "fmt"
+
+// State is the structure
+// that is used to keep track of the current state
+// and the Agent's short memory that it can update
+// Besides a long term memory that is accessible by the agent (With vector database),
+// And a context memory (that is always powered by a vector database),
+// this memory is the shorter one that the LLM keeps across conversation and across its
+// reasoning process's and life time.
+// TODO: A special action is then used to let the LLM itself update its memory
+// periodically during self-processing, and the same action is ALSO exposed
+// during the conversation to let the user put for example, a new goal to the agent.
+type AgentInternalState struct {
+	NowDoing    string   `json:"doing_now"`
+	DoingNext   string   `json:"doing_next"`
+	DoneHistory []string `json:"done_history"`
+	Memories    []string `json:"memories"`
+	Goal        string   `json:"goal"`
+}
+
+const fmtT = `=====================
+NowDoing: %s
+DoingNext: %s
+Your current goal is: %s
+You have done: %+v
+You have a short memory with: %+v
+=====================
+`
+
+func (c AgentInternalState) String() string {
+	return fmt.Sprintf(
+		fmtT,
+		c.NowDoing,
+		c.DoingNext,
+		c.Goal,
+		c.DoneHistory,
+		c.Memories,
+	)
+}

docker-compose.gpu.intel.yaml

@@ -1,75 +0,0 @@
-services:
-  localai:
-    # See https://localai.io/basics/container/#standard-container-images for
-    # a list of available container images (or build your own with the provided Dockerfile)
-    # Available images with CUDA, ROCm, SYCL, Vulkan
-    # Image list (quay.io): https://quay.io/repository/go-skynet/local-ai?tab=tags
-    # Image list (dockerhub): https://hub.docker.com/r/localai/localai
-    image: localai/localai:master-sycl-f32-ffmpeg-core
-    command: 
-    # - rombo-org_rombo-llm-v3.0-qwen-32b # minimum suggested model
-    - arcee-agent # (smaller)
-    - granite-embedding-107m-multilingual
-    healthcheck:
-      test: ["CMD", "curl", "-f", "http://localhost:8080/readyz"]
-      interval: 60s
-      timeout: 10m
-      retries: 120
-    ports:
-    - 8081:8080
-    environment:
-      - DEBUG=true
-      #- LOCALAI_API_KEY=sk-1234567890
-    volumes:
-      - ./volumes/models:/build/models:cached
-      - ./volumes/images:/tmp/generated/images
-    devices:
-      # On a system with integrated GPU and an Arc 770, this is the Arc 770
-      - /dev/dri/card1
-      - /dev/dri/renderD129
-
-  localrecall:
-    image: quay.io/mudler/localrecall:main
-    ports:
-      - 8080
-    environment:
-      - COLLECTION_DB_PATH=/db
-      - EMBEDDING_MODEL=granite-embedding-107m-multilingual
-      - FILE_ASSETS=/assets
-      - OPENAI_API_KEY=sk-1234567890
-      - OPENAI_BASE_URL=http://localai:8080
-    volumes:
-      - ./volumes/localrag/db:/db
-      - ./volumes/localrag/assets/:/assets
-
-  localrecall-healthcheck:
-    depends_on:
-      localrecall:
-        condition: service_started
-    image: busybox
-    command: ["sh", "-c", "until wget -q -O - http://localrecall:8080 > /dev/null 2>&1; do echo 'Waiting for localrecall...'; sleep 1; done; echo 'localrecall is up!'"]
-
-  localagi:
-    depends_on:
-      localai:
-        condition: service_healthy
-      localrecall-healthcheck:
-        condition: service_completed_successfully
-    build:
-      context: .
-      dockerfile: Dockerfile.webui
-    ports:
-      - 8080:3000
-    image: quay.io/mudler/localagi:master
-    environment:
-      - LOCALAGI_MODEL=arcee-agent
-      - LOCALAGI_LLM_API_URL=http://localai:8080
-      #- LOCALAGI_LLM_API_KEY=sk-1234567890
-      - LOCALAGI_LOCALRAG_URL=http://localrecall:8080
-      - LOCALAGI_STATE_DIR=/pool
-      - LOCALAGI_TIMEOUT=5m
-      - LOCALAGI_ENABLE_CONVERSATIONS_LOGGING=false
-    extra_hosts:
-      - "host.docker.internal:host-gateway"
-    volumes:
-      - ./volumes/localagi/:/pool

docker-compose.gpu.yaml

@@ -1,85 +0,0 @@
-services:
-  localai:
-    # See https://localai.io/basics/container/#standard-container-images for
-    # a list of available container images (or build your own with the provided Dockerfile)
-    # Available images with CUDA, ROCm, SYCL, Vulkan
-    # Image list (quay.io): https://quay.io/repository/go-skynet/local-ai?tab=tags
-    # Image list (dockerhub): https://hub.docker.com/r/localai/localai
-    image: localai/localai:master-gpu-nvidia-cuda-12
-    command: 
-    - mlabonne_gemma-3-27b-it-abliterated
-    - qwen_qwq-32b
-    # Other good alternative options:
-    # - rombo-org_rombo-llm-v3.0-qwen-32b # minimum suggested model
-    # - arcee-agent
-    - granite-embedding-107m-multilingual
-    - flux.1-dev
-    - minicpm-v-2_6
-    environment:
-      # Enable if you have a single GPU which don't fit all the models
-      - LOCALAI_SINGLE_ACTIVE_BACKEND=true
-      - DEBUG=true
-    healthcheck:
-      test: ["CMD", "curl", "-f", "http://localhost:8080/readyz"]
-      interval: 10s
-      timeout: 20m
-      retries: 20
-    ports:
-    - 8081:8080
-    volumes:
-      - ./volumes/models:/build/models:cached
-      - ./volumes/images:/tmp/generated/images
-    deploy:
-      resources:
-        reservations:
-          devices:
-            - driver: nvidia
-              count: 1
-              capabilities: [gpu]
-  localrecall:
-    image: quay.io/mudler/localrecall:main
-    ports:
-      - 8080
-    environment:
-      - COLLECTION_DB_PATH=/db
-      - EMBEDDING_MODEL=granite-embedding-107m-multilingual
-      - FILE_ASSETS=/assets
-      - OPENAI_API_KEY=sk-1234567890
-      - OPENAI_BASE_URL=http://localai:8080
-    volumes:
-      - ./volumes/localrag/db:/db
-      - ./volumes/localrag/assets/:/assets
-
-  localrecall-healthcheck:
-    depends_on:
-      localrecall:
-        condition: service_started
-    image: busybox
-    command: ["sh", "-c", "until wget -q -O - http://localrecall:8080 > /dev/null 2>&1; do echo 'Waiting for localrecall...'; sleep 1; done; echo 'localrecall is up!'"]
-
-  localagi:
-    depends_on:
-      localai:
-        condition: service_healthy
-      localrecall-healthcheck:
-        condition: service_completed_successfully
-    build:
-      context: .
-      dockerfile: Dockerfile.webui
-    ports:
-      - 8080:3000
-    image: quay.io/mudler/localagi:master
-    environment:
-      - LOCALAGI_MODEL=qwen_qwq-32b
-      - LOCALAGI_LLM_API_URL=http://localai:8080
-      #- LOCALAGI_LLM_API_KEY=sk-1234567890
-      - LOCALAGI_LOCALRAG_URL=http://localrecall:8080
-      - LOCALAGI_STATE_DIR=/pool
-      - LOCALAGI_TIMEOUT=5m
-      - LOCALAGI_ENABLE_CONVERSATIONS_LOGGING=false
-      - LOCALAGI_MULTIMODAL_MODEL=minicpm-v-2_6
-      - LOCALAGI_IMAGE_MODEL=flux.1-dev
-    extra_hosts:
-      - "host.docker.internal:host-gateway"
-    volumes:
-      - ./volumes/localagi/:/pool

docker-compose.intel.yaml

@@ -0,0 +1,28 @@
+services:
+  localai:
+    extends:
+      file: docker-compose.yaml
+      service: localai
+    environment:
+      - LOCALAI_SINGLE_ACTIVE_BACKEND=true
+      - DEBUG=true
+    image: localai/localai:master-sycl-f32-ffmpeg-core
+    devices:
+      # On a system with integrated GPU and an Arc 770, this is the Arc 770
+      - /dev/dri/card1
+      - /dev/dri/renderD129
+
+  localrecall:
+    extends:
+      file: docker-compose.yaml
+      service: localrecall
+
+  localrecall-healthcheck:
+    extends:
+      file: docker-compose.yaml
+      service: localrecall-healthcheck
+
+  localagi:
+    extends:
+      file: docker-compose.yaml
+      service: localagi

docker-compose.nvidia.yaml

@@ -0,0 +1,33 @@
+services:
+  localai:
+    extends:
+      file: docker-compose.yaml
+      service: localai
+    environment:
+      - LOCALAI_SINGLE_ACTIVE_BACKEND=true
+      - DEBUG=true
+    image: localai/localai:master-cublas-cuda12-ffmpeg-core
+    # For images with python backends, use:
+    # image: localai/localai:master-cublas-cuda12-ffmpeg
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              count: 1
+              capabilities: [gpu]
+
+  localrecall:
+    extends:
+      file: docker-compose.yaml
+      service: localrecall
+
+  localrecall-healthcheck:
+    extends:
+      file: docker-compose.yaml
+      service: localrecall-healthcheck
+
+  localagi:
+    extends:
+      file: docker-compose.yaml
+      service: localagi

docker-compose.yaml

@@ -7,7 +7,9 @@ services:
     # Image list (dockerhub): https://hub.docker.com/r/localai/localai
     image: localai/localai:master-ffmpeg-core
     command: 
-    - arcee-agent # (smaller)
+    - ${MODEL_NAME:-gemma-3-12b-it-qat}
+    - ${MULTIMODAL_MODEL:-minicpm-v-2_6}
+    - ${IMAGE_MODEL:-sd-1.5-ggml}
     - granite-embedding-107m-multilingual
     healthcheck:
       test: ["CMD", "curl", "-f", "http://localhost:8080/readyz"]
@@ -23,14 +25,6 @@ services:
       - ./volumes/models:/build/models:cached
       - ./volumes/images:/tmp/generated/images
 
-    # decomment the following piece if running with Nvidia GPUs
-    # deploy:
-    #   resources:
-    #     reservations:
-    #       devices:
-    #         - driver: nvidia
-    #           count: 1
-    #           capabilities: [gpu]
   localrecall:
     image: quay.io/mudler/localrecall:main
     ports:
@@ -65,7 +59,9 @@ services:
       - 8080:3000
     #image: quay.io/mudler/localagi:master
     environment:
-      - LOCALAGI_MODEL=arcee-agent
+      - LOCALAGI_MODEL=${MODEL_NAME:-gemma-3-12b-it-qat}
+      - LOCALAGI_MULTIMODAL_MODEL=${MULTIMODAL_MODEL:-minicpm-v-2_6}
+      - LOCALAGI_IMAGE_MODEL=${IMAGE_MODEL:-sd-1.5-ggml}
       - LOCALAGI_LLM_API_URL=http://localai:8080
       #- LOCALAGI_LLM_API_KEY=sk-1234567890
       - LOCALAGI_LOCALRAG_URL=http://localrecall:8080

go.mod

@@ -1,38 +1,38 @@
 module github.com/mudler/LocalAGI
 
-go 1.22.0
+go 1.24
 
-toolchain go1.22.2
+toolchain go1.24.2
 
 require (
 	github.com/bwmarrin/discordgo v0.28.1
-	github.com/chasefleming/elem-go v0.25.0
+	github.com/chasefleming/elem-go v0.30.0
 	github.com/dave-gray101/v2keyauth v0.0.0-20240624150259-c45d584d25e2
-	github.com/donseba/go-htmx v1.8.0
+	github.com/donseba/go-htmx v1.12.0
 	github.com/eritikass/githubmarkdownconvertergo v0.1.10
-	github.com/go-telegram/bot v1.2.1
-	github.com/gofiber/fiber/v2 v2.52.4
-	github.com/gofiber/template/html/v2 v2.1.1
+	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/metoro-io/mcp-golang v0.8.0
-	github.com/onsi/ginkgo/v2 v2.15.0
-	github.com/onsi/gomega v1.31.1
-	github.com/philippgille/chromem-go v0.5.0
-	github.com/sashabaranov/go-openai v1.18.3
+	github.com/metoro-io/mcp-golang v0.11.0
+	github.com/onsi/ginkgo/v2 v2.23.4
+	github.com/onsi/gomega v1.37.0
+	github.com/philippgille/chromem-go v0.7.0
+	github.com/sashabaranov/go-openai v1.38.2
 	github.com/slack-go/slack v0.16.0
 	github.com/thoj/go-ircevent v0.0.0-20210723090443-73e444401d64
-	github.com/tmc/langchaingo v0.1.8
+	github.com/tmc/langchaingo v0.1.13
 	github.com/traefik/yaegi v0.16.1
-	github.com/valyala/fasthttp v1.52.0
-	golang.org/x/crypto v0.30.0
+	github.com/valyala/fasthttp v1.60.0
+	golang.org/x/crypto v0.37.0
 	jaytaylor.com/html2text v0.0.0-20230321000545-74c2419ad056
 	mvdan.cc/xurls/v2 v2.6.0
 )
 
 require (
 	github.com/PuerkitoBio/goquery v1.8.1 // indirect
-	github.com/andybalholm/brotli v1.1.0 // indirect
+	github.com/andybalholm/brotli v1.1.1 // indirect
 	github.com/andybalholm/cascadia v1.3.2 // indirect
 	github.com/antchfx/htmlquery v1.3.0 // indirect
 	github.com/antchfx/xmlquery v1.3.17 // indirect
@@ -42,31 +42,31 @@ require (
 	github.com/dlclark/regexp2 v1.10.0 // indirect
 	github.com/gin-contrib/sse v0.1.0 // indirect
 	github.com/gin-gonic/gin v1.8.1 // indirect
-	github.com/go-logr/logr v1.3.0 // indirect
+	github.com/go-logr/logr v1.4.2 // indirect
 	github.com/go-playground/locales v0.14.0 // indirect
 	github.com/go-playground/universal-translator v0.18.0 // indirect
 	github.com/go-playground/validator/v10 v10.10.0 // indirect
-	github.com/go-task/slim-sprig v0.0.0-20230315185526-52ccab3ef572 // indirect
+	github.com/go-task/slim-sprig/v3 v3.0.0 // indirect
 	github.com/gobwas/glob v0.2.3 // indirect
 	github.com/goccy/go-json v0.9.7 // indirect
 	github.com/gocolly/colly v1.2.0 // indirect
 	github.com/gofiber/template v1.8.3 // indirect
 	github.com/gofiber/utils v1.1.0 // indirect
 	github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect
-	github.com/golang/protobuf v1.5.3 // indirect
-	github.com/google/go-cmp v0.6.0 // 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 v0.0.0-20210407192527-94a9f03dee38 // indirect
+	github.com/google/pprof v0.0.0-20250403155104-27863c87afa6 // 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 v1.17.7 // indirect
+	github.com/klauspost/compress v1.18.0 // indirect
 	github.com/leodido/go-urn v1.2.1 // indirect
 	github.com/mailru/easyjson v0.7.7 // indirect
 	github.com/mattn/go-colorable v0.1.13 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect
-	github.com/mattn/go-runewidth v0.0.15 // 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
@@ -83,15 +83,15 @@ require (
 	github.com/tidwall/sjson v1.2.5 // indirect
 	github.com/ugorji/go/codec v1.2.7 // indirect
 	github.com/valyala/bytebufferpool v1.0.0 // indirect
-	github.com/valyala/tcplisten v1.0.0 // indirect
 	github.com/wk8/go-ordered-map/v2 v2.1.8 // indirect
 	go.starlark.net v0.0.0-20230302034142-4b1e35fe2254 // indirect
-	golang.org/x/net v0.32.0 // indirect
-	golang.org/x/sys v0.28.0 // indirect
-	golang.org/x/text v0.21.0 // indirect
-	golang.org/x/tools v0.28.0 // indirect
+	go.uber.org/automaxprocs v1.6.0 // indirect
+	golang.org/x/net v0.38.0 // indirect
+	golang.org/x/sys v0.32.0 // indirect
+	golang.org/x/text v0.24.0 // indirect
+	golang.org/x/tools v0.31.0 // indirect
 	google.golang.org/appengine v1.6.8 // indirect
-	google.golang.org/protobuf v1.32.0 // 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
 )

go.sum

@@ -2,8 +2,8 @@ cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMT
 github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
 github.com/PuerkitoBio/goquery v1.8.1 h1:uQxhNlArOIdbrH1tr0UXwdVFgDcZDrZVdcpygAcwmWM=
 github.com/PuerkitoBio/goquery v1.8.1/go.mod h1:Q8ICL1kNUJ2sXGoAhPGUdYDJvgQgHzJsnnd3H7Ho5jQ=
-github.com/andybalholm/brotli v1.1.0 h1:eLKJA0d02Lf0mVpIDgYnqXcUn0GqVmEFny3VuID1U3M=
-github.com/andybalholm/brotli v1.1.0/go.mod h1:sms7XGricyQI9K10gOSf56VKKWS4oLer58Q+mhRPtnY=
+github.com/andybalholm/brotli v1.1.1 h1:PR2pgnyFznKEugtsUo0xLdDop5SKXd5Qf5ysW+7XdTA=
+github.com/andybalholm/brotli v1.1.1/go.mod h1:05ib4cKhjx3OQYUY22hTVd34Bc8upXjOLL2rKwwZBoA=
 github.com/andybalholm/cascadia v1.3.1/go.mod h1:R4bJ1UQfqADjvDa4P6HZHLh/3OxWWEqc0Sk8XGwHqvA=
 github.com/andybalholm/cascadia v1.3.2 h1:3Xi6Dw5lHF15JtdcmAHD3i1+T8plmv7BQ/nsViSLyss=
 github.com/andybalholm/cascadia v1.3.2/go.mod h1:7gtRlve5FxPPgIgX36uWBX58OdBsSS6lUvCFb+h7KvU=
@@ -21,8 +21,8 @@ github.com/buger/jsonparser v1.1.1/go.mod h1:6RYKKt7H4d4+iWqouImQ9R2FZql3VbhNgx2
 github.com/bwmarrin/discordgo v0.28.1 h1:gXsuo2GBO7NbR6uqmrrBDplPUx2T3nzu775q/Rd1aG4=
 github.com/bwmarrin/discordgo v0.28.1/go.mod h1:NJZpH+1AfhIcyQsPeuBKsUtYrRnjkyu0kIVMCHkZtRY=
 github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU=
-github.com/chasefleming/elem-go v0.25.0 h1:LYzr1auk39Bh3bdKloArOFV7sOBnOfSOKxsg58eWL0Q=
-github.com/chasefleming/elem-go v0.25.0/go.mod h1:hz73qILBIKnTgOujnSMtEj20/epI+f6vg71RUilJAA4=
+github.com/chasefleming/elem-go v0.30.0 h1:BlhV1ekv1RbFiM8XZUQeln1Ikb4D+bu2eDO4agREvok=
+github.com/chasefleming/elem-go v0.30.0/go.mod h1:hz73qILBIKnTgOujnSMtEj20/epI+f6vg71RUilJAA4=
 github.com/chzyer/logex v1.1.10/go.mod h1:+Ywpsq7O8HXn0nuIou7OrIPyXbp3wmkHB+jjWRnGsAI=
 github.com/chzyer/readline v0.0.0-20180603132655-2972be24d48e/go.mod h1:nSuG5e5PlCu98SY8svDHJxuZscDgtXS6KTTbou5AhLI=
 github.com/chzyer/test v0.0.0-20180213035817-a1ea475d72b1/go.mod h1:Q3SI9o4m/ZMnBNeIyt5eFwwo7qiLfzFZmjNmxjkiQlU=
@@ -35,8 +35,8 @@ github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/dlclark/regexp2 v1.10.0 h1:+/GIL799phkJqYW+3YbOd8LCcbHzT0Pbo8zl70MHsq0=
 github.com/dlclark/regexp2 v1.10.0/go.mod h1:DHkYz0B9wPfa6wondMfaivmHpzrQ3v9q8cnmRbL6yW8=
-github.com/donseba/go-htmx v1.8.0 h1:oTx1uUsjXZZVvcZfulZvBSPtdD1jzsvZyuK91+Q8zPE=
-github.com/donseba/go-htmx v1.8.0/go.mod h1:8PTAYvNKf8+QYis+DpAsggKz+sa2qljtMgvdAeNBh5s=
+github.com/donseba/go-htmx v1.12.0 h1:7tESER0uxaqsuGMv3yP3pK1drfBUXM6apG4H7/3+IgE=
+github.com/donseba/go-htmx v1.12.0/go.mod h1:8PTAYvNKf8+QYis+DpAsggKz+sa2qljtMgvdAeNBh5s=
 github.com/envoyproxy/go-control-plane v0.9.1-0.20191026205805-5f8ba28d4473/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4=
 github.com/envoyproxy/protoc-gen-validate v0.1.0/go.mod h1:iSmxcyjqTsJpI2R4NaDN7+kN2VEUnK/pcBlmesArF7c=
 github.com/eritikass/githubmarkdownconvertergo v0.1.10 h1:mL93ADvYMOeT15DcGtK9AaFFc+RcWcy6kQBC6yS/5f4=
@@ -45,8 +45,8 @@ github.com/gin-contrib/sse v0.1.0 h1:Y/yl/+YNO8GZSjAhjMsSuLt29uWRFHdHYUb5lYOV9qE
 github.com/gin-contrib/sse v0.1.0/go.mod h1:RHrZQHXnP2xjPF+u1gW/2HnVO7nvIa9PG3Gm+fLHvGI=
 github.com/gin-gonic/gin v1.8.1 h1:4+fr/el88TOO3ewCmQr8cx/CtZ/umlIRIs5M4NTNjf8=
 github.com/gin-gonic/gin v1.8.1/go.mod h1:ji8BvRH1azfM+SYow9zQ6SZMvR8qOMZHmsCuWR9tTTk=
-github.com/go-logr/logr v1.3.0 h1:2y3SDp0ZXuc6/cjLSZ+Q3ir+QB9T/iG5yYRXqsagWSY=
-github.com/go-logr/logr v1.3.0/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
+github.com/go-logr/logr v1.4.2 h1:6pFjapn8bFcIbiKo3XT4j/BhANplGihG6tvd+8rYgrY=
+github.com/go-logr/logr v1.4.2/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
 github.com/go-playground/assert/v2 v2.0.1 h1:MsBgLAaY856+nPRTKrp3/OZK38U/wa0CcBYNjji3q3A=
 github.com/go-playground/assert/v2 v2.0.1/go.mod h1:VDjEfimB/XKnb+ZQfWdccd7VUvScMdVu0Titje2rxJ4=
 github.com/go-playground/locales v0.14.0 h1:u50s323jtVGugKlcYeyzC0etD1HifMjqmJqb8WugfUU=
@@ -55,10 +55,10 @@ github.com/go-playground/universal-translator v0.18.0 h1:82dyy6p4OuJq4/CByFNOn/j
 github.com/go-playground/universal-translator v0.18.0/go.mod h1:UvRDBj+xPUEGrFYl+lu/H90nyDXpg0fqeB/AQUGNTVA=
 github.com/go-playground/validator/v10 v10.10.0 h1:I7mrTYv78z8k8VXa/qJlOlEXn/nBh+BF8dHX5nt/dr0=
 github.com/go-playground/validator/v10 v10.10.0/go.mod h1:74x4gJWsvQexRdW8Pn3dXSGrTK4nAUsbPlLADvpJkos=
-github.com/go-task/slim-sprig v0.0.0-20230315185526-52ccab3ef572 h1:tfuBGBXKqDEevZMzYi5KSi8KkcZtzBcTgAUUtapy0OI=
-github.com/go-task/slim-sprig v0.0.0-20230315185526-52ccab3ef572/go.mod h1:9Pwr4B2jHnOSGXyyzV8ROjYa2ojvAY6HCGYYfMoC3Ls=
-github.com/go-telegram/bot v1.2.1 h1:FkrixLCtMtPUQAN4plXdNElbhkdXkx2p68YPXKBruDg=
-github.com/go-telegram/bot v1.2.1/go.mod h1:i2TRs7fXWIeaceF3z7KzsMt/he0TwkVC680mvdTFYeM=
+github.com/go-task/slim-sprig/v3 v3.0.0 h1:sUs3vkvUymDpBKi3qH1YSqBQk9+9D/8M2mN1vB6EwHI=
+github.com/go-task/slim-sprig/v3 v3.0.0/go.mod h1:W848ghGpv3Qj3dhTPRyJypKRiqCdHZiAzKg9hl15HA8=
+github.com/go-telegram/bot v1.14.2 h1:j9hXerxTuvkw7yFi3sF5jjRVGozNVKkMQSKjMeBJ5FY=
+github.com/go-telegram/bot v1.14.2/go.mod h1:i2TRs7fXWIeaceF3z7KzsMt/he0TwkVC680mvdTFYeM=
 github.com/go-test/deep v1.0.4 h1:u2CU3YKy9I2pmu9pX0eq50wCgjfGIt539SqR7FbHiho=
 github.com/go-test/deep v1.0.4/go.mod h1:wGDj63lr65AM2AQyKZd/NYHGb0R+1RLqB8NKt3aSFNA=
 github.com/gobwas/glob v0.2.3 h1:A4xDbljILXROh+kObIiy5kIaPYD8e96x1tgBhUI5J+Y=
@@ -67,12 +67,12 @@ github.com/goccy/go-json v0.9.7 h1:IcB+Aqpx/iMHu5Yooh7jEzJk1JZ7Pjtmys2ukPr7EeM=
 github.com/goccy/go-json v0.9.7/go.mod h1:6MelG93GURQebXPDq3khkgXZkazVtN9CRI+MGFi0w8I=
 github.com/gocolly/colly v1.2.0 h1:qRz9YAn8FIH0qzgNUw+HT9UN7wm1oF9OBAilwEWpyrI=
 github.com/gocolly/colly v1.2.0/go.mod h1:Hof5T3ZswNVsOHYmba1u03W65HDWgpV5HifSuueE0EA=
-github.com/gofiber/fiber/v2 v2.52.4 h1:P+T+4iK7VaqUsq2PALYEfBBo6bJZ4q3FP8cZ84EggTM=
-github.com/gofiber/fiber/v2 v2.52.4/go.mod h1:KEOE+cXMhXG0zHc9d8+E38hoX+ZN7bhOtgeF2oT6jrQ=
+github.com/gofiber/fiber/v2 v2.52.6 h1:Rfp+ILPiYSvvVuIPvxrBns+HJp8qGLDnLJawAu27XVI=
+github.com/gofiber/fiber/v2 v2.52.6/go.mod h1:YEcBbO/FB+5M1IZNBP9FO3J9281zgPAreiI1oqg8nDw=
 github.com/gofiber/template v1.8.3 h1:hzHdvMwMo/T2kouz2pPCA0zGiLCeMnoGsQZBTSYgZxc=
 github.com/gofiber/template v1.8.3/go.mod h1:bs/2n0pSNPOkRa5VJ8zTIvedcI/lEYxzV3+YPXdBvq8=
-github.com/gofiber/template/html/v2 v2.1.1 h1:QEy3O3EBkvwDthy5bXVGUseOyO6ldJoiDxlF4+MJiV8=
-github.com/gofiber/template/html/v2 v2.1.1/go.mod h1:2G0GHHOUx70C1LDncoBpe4T6maQbNa4x1CVNFW0wju0=
+github.com/gofiber/template/html/v2 v2.1.3 h1:n1LYBtmr9C0V/k/3qBblXyMxV5B0o/gpb6dFLp8ea+o=
+github.com/gofiber/template/html/v2 v2.1.3/go.mod h1:U5Fxgc5KpyujU9OqKzy6Kn6Qup6Tm7zdsISR+VpnHRE=
 github.com/gofiber/utils v1.1.0 h1:vdEBpn7AzIUJRhe+CiTOJdUcTg4Q9RK+pEa0KPbLdrM=
 github.com/gofiber/utils v1.1.0/go.mod h1:poZpsnhBykfnY1Mc0KeEa6mSHrS3dV0+oBWyeQmb2e0=
 github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfUlaOkMMuAQtPIUF8ecWP5IEl/CR7VP2Q=
@@ -89,8 +89,8 @@ github.com/golang/protobuf v1.4.0/go.mod h1:jodUvKwWbYaEsadDk5Fwe5c77LiNKVO9IDvq
 github.com/golang/protobuf v1.4.1/go.mod h1:U8fpvMrcmy5pZrNK1lt4xCsGvpyWQ/VVv6QDs8UjoX8=
 github.com/golang/protobuf v1.5.0/go.mod h1:FsONVRAS9T7sI+LIUmWTfcYkHO4aIWwzhcaSAoJOfIk=
 github.com/golang/protobuf v1.5.2/go.mod h1:XVQd3VNwM+JqD3oG2Ue2ip4fOMUkwXdXDdiuN0vRsmY=
-github.com/golang/protobuf v1.5.3 h1:KhyjKVUg7Usr/dYsdSqoFveMYd5ko72D+zANwlG1mmg=
-github.com/golang/protobuf v1.5.3/go.mod h1:XVQd3VNwM+JqD3oG2Ue2ip4fOMUkwXdXDdiuN0vRsmY=
+github.com/golang/protobuf v1.5.4 h1:i7eJL8qZTpSEXOPTxNKhASYpMn+8e5Q6AdndVa1dWek=
+github.com/golang/protobuf v1.5.4/go.mod h1:lnTiLA8Wa4RWRcIUkrtSVa5nRhsEGBg48fD6rSs7xps=
 github.com/google/go-cmp v0.2.0/go.mod h1:oXzfMopK8JAjlY9xF4vHSVASa0yLyX7SntLO5aqRK0M=
 github.com/google/go-cmp v0.3.0/go.mod h1:8QqcDgzrUqlUb/G2PQTWiueGozuR1884gddMywk6iLU=
 github.com/google/go-cmp v0.3.1/go.mod h1:8QqcDgzrUqlUb/G2PQTWiueGozuR1884gddMywk6iLU=
@@ -100,21 +100,20 @@ github.com/google/go-cmp v0.5.1/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/
 github.com/google/go-cmp v0.5.2/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
 github.com/google/go-cmp v0.5.5/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
 github.com/google/go-cmp v0.5.7/go.mod h1:n+brtR0CgQNWTVd5ZUFpTBC8YFBDLK/h/bpaJ8/DtOE=
-github.com/google/go-cmp v0.6.0 h1:ofyhxvXcZhMsU5ulbFiLKl/XBFqE1GSq7atu8tAmTRI=
-github.com/google/go-cmp v0.6.0/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
+github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
+github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
 github.com/google/go-github/v69 v69.2.0 h1:wR+Wi/fN2zdUx9YxSmYE0ktiX9IAR/BeePzeaUUbEHE=
 github.com/google/go-github/v69 v69.2.0/go.mod h1:xne4jymxLR6Uj9b7J7PyTpkMYstEMMwGZa0Aehh1azM=
 github.com/google/go-querystring v1.1.0 h1:AnCroh3fv4ZBgVIf1Iwtovgjaw/GiKJo8M8yD/fhyJ8=
 github.com/google/go-querystring v1.1.0/go.mod h1:Kcdr2DB4koayq7X8pmAG4sNG59So17icRSOU623lUBU=
 github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
-github.com/google/pprof v0.0.0-20210407192527-94a9f03dee38 h1:yAJXTCF9TqKcTiHJAE8dj7HMvPfh66eeA2JYW7eFpSE=
-github.com/google/pprof v0.0.0-20210407192527-94a9f03dee38/go.mod h1:kpwsk12EmLew5upagYY7GY0pfYCcupk39gWOCRROcvE=
+github.com/google/pprof v0.0.0-20250403155104-27863c87afa6 h1:BHT72Gu3keYf3ZEu2J0b1vyeLSOYI8bm5wbJM/8yDe8=
+github.com/google/pprof v0.0.0-20250403155104-27863c87afa6/go.mod h1:boTsfXsheKC2y+lKOCMpSfarhxDeIzfZG1jqGcPl3cA=
 github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
 github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/gorilla/websocket v1.4.2/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
 github.com/gorilla/websocket v1.5.3 h1:saDtZ6Pbx/0u+bgYQ3q96pZgCzfhKXGPqt7kZ72aNNg=
 github.com/gorilla/websocket v1.5.3/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
-github.com/ianlancetaylor/demangle v0.0.0-20200824232613-28f6c0f3b639/go.mod h1:aSSvb/t6k1mPoxDqO4vJh6VOCGPwU4O0C2/Eqndh1Sc=
 github.com/invopop/jsonschema v0.12.0 h1:6ovsNSuvn9wEQVOyc72aycBMVQFKz7cPdMJn10CvzRI=
 github.com/invopop/jsonschema v0.12.0/go.mod h1:ffZ5Km5SWWRAIN6wbDXItl95euhFz2uON45H2qjYt+0=
 github.com/josharian/intern v1.0.0/go.mod h1:5DoeVV0s6jJacbCEi61lwdGj/aVlrQvzHFFd8Hwg//Y=
@@ -122,8 +121,8 @@ github.com/json-iterator/go v1.1.12 h1:PV8peI4a0ysnczrg+LtxykD8LfKY9ML6u2jnxaEnr
 github.com/json-iterator/go v1.1.12/go.mod h1:e30LSqwooZae/UwlEbR2852Gd8hjQvJoHmT4TnhNGBo=
 github.com/kennygrant/sanitize v1.2.4 h1:gN25/otpP5vAsO2djbMhF/LQX6R7+O1TB4yv8NzpJ3o=
 github.com/kennygrant/sanitize v1.2.4/go.mod h1:LGsjYYtgxbetdg5owWB2mpgUL6e2nfw2eObZ0u0qvak=
-github.com/klauspost/compress v1.17.7 h1:ehO88t2UGzQK66LMdE8tibEd1ErmzZjNEqWkjLAKQQg=
-github.com/klauspost/compress v1.17.7/go.mod h1:Di0epgTjJY877eYKx5yC51cX2A2Vl2ibi7bDH9ttBbw=
+github.com/klauspost/compress v1.18.0 h1:c/Cqfb0r+Yi+JtIEq73FWXVkRonBlf0CRNYc8Zttxdo=
+github.com/klauspost/compress v1.18.0/go.mod h1:2Pp+KzxcywXVXMr50+X0Q/Lsb43OQHYWRCY2AiWywWQ=
 github.com/kr/pretty v0.1.0/go.mod h1:dAy3ld7l9f0ibDNOQOHHMYYIIbhfbHSm3C4ZsoJORNo=
 github.com/kr/pretty v0.2.1/go.mod h1:ipq/a2n7PKx3OHsz4KJII5eveXtPO4qwEXGdVfWzfnI=
 github.com/kr/pretty v0.3.0/go.mod h1:640gp4NfQd8pI5XOwp5fnNeVWj67G7CFk/SaSQn7NBk=
@@ -143,10 +142,10 @@ github.com/mattn/go-isatty v0.0.16/go.mod h1:kYGgaQfpe5nmfYZH+SKPsOc2e4SrIfOl2e/
 github.com/mattn/go-isatty v0.0.20 h1:xfD0iDuEKnDkl03q4limB+vH+GxLEtL/jb4xVJSWWEY=
 github.com/mattn/go-isatty v0.0.20/go.mod h1:W+V8PltTTMOvKvAeJH7IuucS94S2C6jfK/D7dTCTo3Y=
 github.com/mattn/go-runewidth v0.0.9/go.mod h1:H031xJmbD/WCDINGzjvQ9THkh0rPKHF+m2gUSrubnMI=
-github.com/mattn/go-runewidth v0.0.15 h1:UNAjwbU9l54TA3KzvqLGxwWjHmMgBUVhBiTjelZgg3U=
-github.com/mattn/go-runewidth v0.0.15/go.mod h1:Jdepj2loyihRzMpdS35Xk/zdY8IAYHsh153qUoGf23w=
-github.com/metoro-io/mcp-golang v0.8.0 h1:DkigHa3w7WwMFomcEz5wiMDX94DsvVm/3mCV3d1obnc=
-github.com/metoro-io/mcp-golang v0.8.0/go.mod h1:ifLP9ZzKpN1UqFWNTpAHOqSvNkMK6b7d1FSZ5Lu0lN0=
+github.com/mattn/go-runewidth v0.0.16 h1:E5ScNMtiwvlvB5paMFdw9p4kSQzbXFikJ5SQO6TULQc=
+github.com/mattn/go-runewidth v0.0.16/go.mod h1:Jdepj2loyihRzMpdS35Xk/zdY8IAYHsh153qUoGf23w=
+github.com/metoro-io/mcp-golang v0.11.0 h1:1k+VSE9QaeMTLn0gJ3FgE/DcjsCBsLFnz5eSFbgXUiI=
+github.com/metoro-io/mcp-golang v0.11.0/go.mod h1:ifLP9ZzKpN1UqFWNTpAHOqSvNkMK6b7d1FSZ5Lu0lN0=
 github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
 github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd h1:TRLaZ9cD/w8PVh93nsPXa1VrQ6jlwL5oN8l14QlcNfg=
 github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
@@ -154,14 +153,14 @@ github.com/modern-go/reflect2 v1.0.2 h1:xBagoLtFs94CBntxluKeaWgTMpvLxC4ur3nMaC9G
 github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjYzDa0/r8luk=
 github.com/olekukonko/tablewriter v0.0.5 h1:P2Ga83D34wi1o9J6Wh1mRuqd4mF/x/lgBS7N7AbDhec=
 github.com/olekukonko/tablewriter v0.0.5/go.mod h1:hPp6KlRPjbx+hW8ykQs1w3UBbZlj6HuIJcUGPhkA7kY=
-github.com/onsi/ginkgo/v2 v2.15.0 h1:79HwNRBAZHOEwrczrgSOPy+eFTTlIGELKy5as+ClttY=
-github.com/onsi/ginkgo/v2 v2.15.0/go.mod h1:HlxMHtYF57y6Dpf+mc5529KKmSq9h2FpCF+/ZkwUxKM=
-github.com/onsi/gomega v1.31.1 h1:KYppCUK+bUgAZwHOu7EXVBKyQA6ILvOESHkn/tgoqvo=
-github.com/onsi/gomega v1.31.1/go.mod h1:y40C95dwAD1Nz36SsEnxvfFe8FFfNxzI5eJ0EYGyAy0=
+github.com/onsi/ginkgo/v2 v2.23.4 h1:ktYTpKJAVZnDT4VjxSbiBenUjmlL/5QkBEocaWXiQus=
+github.com/onsi/ginkgo/v2 v2.23.4/go.mod h1:Bt66ApGPBFzHyR+JO10Zbt0Gsp4uWxu5mIOTusL46e8=
+github.com/onsi/gomega v1.37.0 h1:CdEG8g0S133B4OswTDC/5XPSzE1OeP29QOioj2PID2Y=
+github.com/onsi/gomega v1.37.0/go.mod h1:8D9+Txp43QWKhM24yyOBEdpkzN8FvJyAwecBgsU4KU0=
 github.com/pelletier/go-toml/v2 v2.0.9 h1:uH2qQXheeefCCkuBBSLi7jCiSmj3VRh2+Goq2N7Xxu0=
 github.com/pelletier/go-toml/v2 v2.0.9/go.mod h1:tJU2Z3ZkXwnxa4DPO899bsyIoywizdUvyaeZurnPPDc=
-github.com/philippgille/chromem-go v0.5.0 h1:bryX0F3N6jnN/21iBd8i2/k9EzPTZn3nyiqAti19si8=
-github.com/philippgille/chromem-go v0.5.0/go.mod h1:hTd+wGEm/fFPQl7ilfCwQXkgEUxceYh86iIdoKMolPo=
+github.com/philippgille/chromem-go v0.7.0 h1:4jfvfyKymjKNfGxBUhHUcj1kp7B17NL/I1P+vGh1RvY=
+github.com/philippgille/chromem-go v0.7.0/go.mod h1:hTd+wGEm/fFPQl7ilfCwQXkgEUxceYh86iIdoKMolPo=
 github.com/pkg/diff v0.0.0-20210226163009-20ebb0f2a09e/go.mod h1:pJLUxLENpZxwdsKMEsNbx1VGcRFpLqf3715MtcvvzbA=
 github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4=
 github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
@@ -169,6 +168,8 @@ github.com/pkoukk/tiktoken-go v0.1.6 h1:JF0TlJzhTbrI30wCvFuiw6FzP2+/bR+FIxUdgEAc
 github.com/pkoukk/tiktoken-go v0.1.6/go.mod h1:9NiV+i9mJKGj1rYOT+njbv+ZwA/zJxYdewGl6qVatpg=
 github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
 github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
+github.com/prashantv/gostub v1.1.0 h1:BTyx3RfQjRHnUWaGF9oQos79AlQ5k8WNktv7VGvVH4g=
+github.com/prashantv/gostub v1.1.0/go.mod h1:A5zLQHz7ieHGG7is6LLXLz7I8+3LZzsrV0P1IAHhP5U=
 github.com/prometheus/client_model v0.0.0-20190812154241-14fe0d1b01d4/go.mod h1:xMI15A0UPsDsEKsMN9yxemIoYk6Tm2C1GtYGdfGttqA=
 github.com/rivo/uniseg v0.2.0 h1:S1pD9weZBuJdFmowNwbpi7BJ8TNftyUImj/0WQi72jY=
 github.com/rivo/uniseg v0.2.0/go.mod h1:J6wj4VEh+S6ZtnVlnTBMWIodfgj8LQOQFoIToxlJtxc=
@@ -178,8 +179,8 @@ github.com/rogpeppe/go-internal v1.13.2-0.20241226121412-a5dc8ff20d0a h1:w3tdWGK
 github.com/rogpeppe/go-internal v1.13.2-0.20241226121412-a5dc8ff20d0a/go.mod h1:S8kfXMp+yh77OxPD4fdM6YUknrZpQxLhvxzS4gDHENY=
 github.com/saintfish/chardet v0.0.0-20230101081208-5e3ef4b5456d h1:hrujxIzL1woJ7AwssoOcM/tq5JjjG2yYOc8odClEiXA=
 github.com/saintfish/chardet v0.0.0-20230101081208-5e3ef4b5456d/go.mod h1:uugorj2VCxiV1x+LzaIdVa9b4S4qGAcH6cbhh4qVxOU=
-github.com/sashabaranov/go-openai v1.18.3 h1:dspFGkmZbhjg1059KhqLYSV2GaCiRIn+bOu50TlXUq8=
-github.com/sashabaranov/go-openai v1.18.3/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
+github.com/sashabaranov/go-openai v1.38.2 h1:akrssjj+6DY3lWuDwHv6cBvJ8Z+FZDM9XEaaYFt0Auo=
+github.com/sashabaranov/go-openai v1.38.2/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
 github.com/slack-go/slack v0.16.0 h1:khp/WCFv+Hb/B/AJaAwvcxKun0hM6grN0bUZ8xG60P8=
 github.com/slack-go/slack v0.16.0/go.mod h1:hlGi5oXA+Gt+yWTPP0plCdRKmjsDxecdHxYQdlMQKOw=
 github.com/ssor/bom v0.0.0-20170718123548-6386211fdfcf h1:pvbZ0lM0XWPBqUKqFU8cmavspvIl9nulOYwdy6IFRRo=
@@ -194,8 +195,8 @@ github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/
 github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
 github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU=
 github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
-github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg=
-github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
+github.com/stretchr/testify v1.10.0 h1:Xv5erBjTwe/5IxqUQTdXv5kgmIvbHo3QQyRwhJsOfJA=
+github.com/stretchr/testify v1.10.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
 github.com/temoto/robotstxt v1.1.2 h1:W2pOjSJ6SWvldyEuiFXNxz3xZ8aiWX5LbfDiOFd7Fxg=
 github.com/temoto/robotstxt v1.1.2/go.mod h1:+1AmkuG3IYkh1kv0d2qEB9Le88ehNO0zwOr3ujewlOo=
 github.com/thoj/go-ircevent v0.0.0-20210723090443-73e444401d64 h1:l/T7dYuJEQZOwVOpjIXr1180aM9PZL/d1MnMVIxefX4=
@@ -210,8 +211,8 @@ github.com/tidwall/pretty v1.2.1 h1:qjsOFOWWQl+N3RsoF5/ssm1pHmJJwhjlSbZ51I6wMl4=
 github.com/tidwall/pretty v1.2.1/go.mod h1:ITEVvHYasfjBbM0u2Pg8T2nJnzm8xPwvNhhsoaGGjNU=
 github.com/tidwall/sjson v1.2.5 h1:kLy8mja+1c9jlljvWTlSazM7cKDRfJuR/bOJhcY5NcY=
 github.com/tidwall/sjson v1.2.5/go.mod h1:Fvgq9kS/6ociJEDnK0Fk1cpYF4FIW6ZF7LAe+6jwd28=
-github.com/tmc/langchaingo v0.1.8 h1:nrImgh0aWdu3stJTHz80N60WGwPWY8HXCK10gQny7bA=
-github.com/tmc/langchaingo v0.1.8/go.mod h1:iNBfS9e6jxBKsJSPWnlqNhoVWgdA3D1g5cdFJjbIZNQ=
+github.com/tmc/langchaingo v0.1.13 h1:rcpMWBIi2y3B90XxfE4Ao8dhCQPVDMaNPnN5cGB1CaA=
+github.com/tmc/langchaingo v0.1.13/go.mod h1:vpQ5NOIhpzxDfTZK9B6tf2GM/MoaHewPWM5KXXGh7hg=
 github.com/traefik/yaegi v0.16.1 h1:f1De3DVJqIDKmnasUF6MwmWv1dSEEat0wcpXhD2On3E=
 github.com/traefik/yaegi v0.16.1/go.mod h1:4eVhbPb3LnD2VigQjhYbEJ69vDRFdT2HQNrXx8eEwUY=
 github.com/ugorji/go v1.2.7/go.mod h1:nF9osbDWLy6bDVv/Rtoh6QgnvNDpmCalQV5urGCCS6M=
@@ -219,21 +220,23 @@ github.com/ugorji/go/codec v1.2.7 h1:YPXUKf7fYbp/y8xloBqZOw2qaVggbfwMlI8WM3wZUJ0
 github.com/ugorji/go/codec v1.2.7/go.mod h1:WGN1fab3R1fzQlVQTkfxVtIBhWDRqOviHU95kRgeqEY=
 github.com/valyala/bytebufferpool v1.0.0 h1:GqA5TC/0021Y/b9FG4Oi9Mr3q7XYx6KllzawFIhcdPw=
 github.com/valyala/bytebufferpool v1.0.0/go.mod h1:6bBcMArwyJ5K/AmCkWv1jt77kVWyCJ6HpOuEn7z0Csc=
-github.com/valyala/fasthttp v1.52.0 h1:wqBQpxH71XW0e2g+Og4dzQM8pk34aFYlA1Ga8db7gU0=
-github.com/valyala/fasthttp v1.52.0/go.mod h1:hf5C4QnVMkNXMspnsUlfM3WitlgYflyhHYoKol/szxQ=
-github.com/valyala/tcplisten v1.0.0 h1:rBHj/Xf+E1tRGZyWIWwJDiRY0zc1Js+CV5DqwacVSA8=
-github.com/valyala/tcplisten v1.0.0/go.mod h1:T0xQ8SeCZGxckz9qRXTfG43PvQ/mcWh7FwZEA7Ioqkc=
+github.com/valyala/fasthttp v1.60.0 h1:kBRYS0lOhVJ6V+bYN8PqAHELKHtXqwq9zNMLKx1MBsw=
+github.com/valyala/fasthttp v1.60.0/go.mod h1:iY4kDgV3Gc6EqhRZ8icqcmlG6bqhcDXfuHgTO4FXCvc=
 github.com/wk8/go-ordered-map/v2 v2.1.8 h1:5h/BUHu93oj4gIdvHHHGsScSTMijfx5PeYkE/fJgbpc=
 github.com/wk8/go-ordered-map/v2 v2.1.8/go.mod h1:5nJHM5DyteebpVlHnWMV0rPz6Zp7+xBAnxjb1X5vnTw=
+github.com/xyproto/randomstring v1.0.5 h1:YtlWPoRdgMu3NZtP45drfy1GKoojuR7hmRcnhZqKjWU=
+github.com/xyproto/randomstring v1.0.5/go.mod h1:rgmS5DeNXLivK7YprL0pY+lTuhNQW3iGxZ18UQApw/E=
 github.com/yuin/goldmark v1.4.13/go.mod h1:6yULJ656Px+3vBD8DxQVa3kxgyrAnzto9xy5taEt/CY=
 go.starlark.net v0.0.0-20230302034142-4b1e35fe2254 h1:Ss6D3hLXTM0KobyBYEAygXzFfGcjnmfEJOBgSbemCtg=
 go.starlark.net v0.0.0-20230302034142-4b1e35fe2254/go.mod h1:jxU+3+j+71eXOW14274+SmmuW82qJzl6iZSeqEtTGds=
+go.uber.org/automaxprocs v1.6.0 h1:O3y2/QNTOdbF+e/dpXNNW7Rx2hZ4sTIPyybbxyNqTUs=
+go.uber.org/automaxprocs v1.6.0/go.mod h1:ifeIMSnPZuznNm6jmdzmU3/bfk01Fe2fotchwEFJ8r8=
 golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
 golang.org/x/crypto v0.0.0-20210421170649-83a5a9bb288b/go.mod h1:T9bdIzuCu7OtxOm1hfPfRQxPLYneinmdGuTeoZ9dtd4=
 golang.org/x/crypto v0.0.0-20210711020723-a769d52b0f97/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
 golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
-golang.org/x/crypto v0.30.0 h1:RwoQn3GkWiMkzlX562cLB7OxWvjH1L8xutO2WoJcRoY=
-golang.org/x/crypto v0.30.0/go.mod h1:kDsLvtWBEx7MV9tJOj9bnXsPbxwJQ6csT/x4KIN4Ssk=
+golang.org/x/crypto v0.37.0 h1:kJNSjF/Xp7kU0iB2Z+9viTPMW4EqqsrywMXLJOOsXSE=
+golang.org/x/crypto v0.37.0/go.mod h1:vg+k43peMZ0pUMhYmVAWysMK35e6ioLh3wB8ZCAfbVc=
 golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
 golang.org/x/lint v0.0.0-20181026193005-c67002cb31c3/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE=
 golang.org/x/lint v0.0.0-20190227174305-5b3e6a55c961/go.mod h1:wehouNa3lNwaWXcvxsM5YxQ5yQlVC4a0KAMCusXpPoU=
@@ -253,8 +256,8 @@ golang.org/x/net v0.5.0/go.mod h1:DivGGAXEgPSlEBzxGzZI+ZLohi+xUj054jfeKui00ws=
 golang.org/x/net v0.6.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs=
 golang.org/x/net v0.7.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs=
 golang.org/x/net v0.9.0/go.mod h1:d48xBJpPfHeWQsugry2m+kC02ZBRGRgulfHnEXEuWns=
-golang.org/x/net v0.32.0 h1:ZqPmj8Kzc+Y6e0+skZsuACbx+wzMgo5MQsJh9Qd6aYI=
-golang.org/x/net v0.32.0/go.mod h1:CwU0IoeOlnQQWJ6ioyFrfRuomB8GKF6KbYXZVyeXNfs=
+golang.org/x/net v0.38.0 h1:vRMAPTMaeGqVhG5QyLJHqNDwecKTomGeqbnfZyKlBI8=
+golang.org/x/net v0.38.0/go.mod h1:ivrbrMbzFq5J41QOQh0siUuly180yBYtLp+CKbEaFx8=
 golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
@@ -263,7 +266,6 @@ golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJ
 golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
-golang.org/x/sys v0.0.0-20191204072324-ce4227a45e2e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210423082822-04245dca01da/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
@@ -276,16 +278,16 @@ golang.org/x/sys v0.4.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.7.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.28.0 h1:Fksou7UEQUWlKvIdsqzJmUmCX3cZuD2+P3XyyzwMhlA=
-golang.org/x/sys v0.28.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+golang.org/x/sys v0.32.0 h1:s77OFDvIQeibCmezSnk/q6iAfkdiQaJi4VzroCFrN20=
+golang.org/x/sys v0.32.0/go.mod h1:BJP2sWEmIv4KK5OTEluFJCKSidICx8ciO85XgH3Ak8k=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
 golang.org/x/term v0.0.0-20220526004731-065cf7ba2467/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
 golang.org/x/term v0.4.0/go.mod h1:9P2UbLfCdcvo3p/nzKvsmas4TnlujnuoV9hGgYzW1lQ=
 golang.org/x/term v0.5.0/go.mod h1:jMB1sMXY+tzblOD4FWmEbocvup2/aLOaQEp7JmGp78k=
 golang.org/x/term v0.7.0/go.mod h1:P32HKFT3hSsZrRxla30E9HqToFYAQPCMs/zFMBUFqPY=
-golang.org/x/term v0.27.0 h1:WP60Sv1nlK1T6SupCHbXzSaN0b9wUmsPoRS9b61A23Q=
-golang.org/x/term v0.27.0/go.mod h1:iMsnZpn0cago0GOrHO2+Y7u7JPn5AylBrcoWkElMTSM=
+golang.org/x/term v0.31.0 h1:erwDkOK1Msy6offm1mOgvspSkslFnIGsFnxOKoufg3o=
+golang.org/x/term v0.31.0/go.mod h1:R4BeIy7D95HzImkxGkTW1UQTtP54tio2RyHz7PwK0aw=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
@@ -294,8 +296,8 @@ golang.org/x/text v0.3.8/go.mod h1:E6s5w1FMmriuDzIBO73fBruAKo1PCIq6d2Q6DHfQ8WQ=
 golang.org/x/text v0.6.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
 golang.org/x/text v0.7.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
 golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
-golang.org/x/text v0.21.0 h1:zyQAAkrwaneQ066sspRyJaG9VNi/YJ1NfzcGB3hZ/qo=
-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=
@@ -304,8 +306,8 @@ golang.org/x/tools v0.0.0-20190524140312-2c0ae7006135/go.mod h1:RgjU9mgBXZiqYHBn
 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 v0.28.0 h1:WuB6qZ4RPCQo5aP3WdKZS7i595EdWqWR8vqJTlwTVK8=
-golang.org/x/tools v0.28.0/go.mod h1:dcIOrVd3mfQKTgrDVQHqCPMWy6lnhfhtX3hLXYVLfRw=
+golang.org/x/tools v0.31.0 h1:0EedkvKDbh+qistFTd0Bcwe/YLh4vHwWEkiI0toFIBU=
+golang.org/x/tools v0.31.0/go.mod h1:naFTU+Cev749tSJRXJlna0T3WxKvb1kWEx15xA4SdmQ=
 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=
@@ -329,8 +331,8 @@ google.golang.org/protobuf v1.23.1-0.20200526195155-81db48ad09cc/go.mod h1:EGpAD
 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 v1.32.0 h1:pPC6BG5ex8PDFnkbrGU3EixyhKcQ2aDuBS36lqK/C7I=
-google.golang.org/protobuf v1.32.0/go.mod h1:c6P6GXX6sHbq/GpV6MGZEdwhWPcYBgnhAHhKbcUYpos=
+google.golang.org/protobuf v1.36.5 h1:tPhr+woSbjfYvY6/GPufUoYizxw1cF/yFoxJ2fmpwlM=
+google.golang.org/protobuf v1.36.5/go.mod h1:9fA7Ob0pmnwhb644+1+CVWFRbNajQ6iRojtC/QF5bRE=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
@@ -348,3 +350,5 @@ jaytaylor.com/html2text v0.0.0-20230321000545-74c2419ad056 h1:6YFJoB+0fUH6X3xU/G
 jaytaylor.com/html2text v0.0.0-20230321000545-74c2419ad056/go.mod h1:OxvTsCwKosqQ1q7B+8FwXqg4rKZ/UG9dUW+g/VL2xH4=
 mvdan.cc/xurls/v2 v2.6.0 h1:3NTZpeTxYVWNSokW3MKeyVkz/j7uYXYiMtXRUfmjbgI=
 mvdan.cc/xurls/v2 v2.6.0/go.mod h1:bCvEZ1XvdA6wDnxY7jPPjEmigDtvtvPXAD/Exa9IMSk=
+sigs.k8s.io/yaml v1.3.0 h1:a2VclLzOGrwOHDiV8EfBGhvjHvP46CtW5j6POvhYGGo=
+sigs.k8s.io/yaml v1.3.0/go.mod h1:GeOyir5tyXNByN85N/dRIT9es5UQNerPYEKK56eTBm8=

main.go

@@ -22,6 +22,7 @@ var withLogs = os.Getenv("LOCALAGI_ENABLE_CONVERSATIONS_LOGGING") == "true"
 var apiKeysEnv = os.Getenv("LOCALAGI_API_KEYS")
 var imageModel = os.Getenv("LOCALAGI_IMAGE_MODEL")
 var conversationDuration = os.Getenv("LOCALAGI_CONVERSATION_DURATION")
+var localOperatorBaseURL = os.Getenv("LOCALOPERATOR_BASE_URL")
 
 func init() {
 	if baseModel == "" {
@@ -61,7 +62,9 @@ func main() {
 		apiKey,
 		stateDir,
 		localRAG,
-		services.Actions,
+		services.Actions(map[string]string{
+			"browser-agent-runner-base-url": localOperatorBaseURL,
+		}),
 		services.Connectors,
 		services.DynamicPrompts,
 		timeout,

pkg/llm/json.go

@@ -24,7 +24,7 @@ func GenerateTypedJSON(ctx context.Context, client *openai.Client, guidance, mod
 			{
 
 				Type: openai.ToolTypeFunction,
-				Function: openai.FunctionDefinition{
+				Function: &openai.FunctionDefinition{
 					Name:       toolName,
 					Parameters: i,
 				},

pkg/localoperator/client.go

@@ -0,0 +1,72 @@
+package api
+
+import (
+	"bytes"
+	"encoding/json"
+	"fmt"
+	"net/http"
+)
+
+// Client represents a client for interacting with the LocalOperator API
+type Client struct {
+	baseURL    string
+	httpClient *http.Client
+}
+
+// NewClient creates a new API client
+func NewClient(baseURL string) *Client {
+	return &Client{
+		baseURL:    baseURL,
+		httpClient: &http.Client{},
+	}
+}
+
+// AgentRequest represents the request body for running an agent
+type AgentRequest struct {
+	Goal                string `json:"goal"`
+	MaxAttempts         int    `json:"max_attempts,omitempty"`
+	MaxNoActionAttempts int    `json:"max_no_action_attempts,omitempty"`
+}
+
+// StateDescription represents a single state in the agent's history
+type StateDescription struct {
+	CurrentURL             string `json:"current_url"`
+	PageTitle              string `json:"page_title"`
+	PageContentDescription string `json:"page_content_description"`
+	Screenshot             string `json:"screenshot"`
+	ScreenshotMimeType     string `json:"screenshot_mime_type"` // MIME type of the screenshot (e.g., "image/png")
+}
+
+// StateHistory represents the complete history of states during agent execution
+type StateHistory struct {
+	States []StateDescription `json:"states"`
+}
+
+// RunAgent sends a request to run an agent with the given goal
+func (c *Client) RunBrowserAgent(req AgentRequest) (*StateHistory, error) {
+	body, err := json.Marshal(req)
+	if err != nil {
+		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 {
+		return nil, fmt.Errorf("unexpected status code: %d", resp.StatusCode)
+	}
+
+	var state StateHistory
+	if err := json.NewDecoder(resp.Body).Decode(&state); err != nil {
+		return nil, fmt.Errorf("failed to decode response: %w", err)
+	}
+
+	return &state, nil
+}

services/actions.go

@@ -18,6 +18,7 @@ const (
 	// Actions
 	ActionSearch                         = "search"
 	ActionCustom                         = "custom"
+	ActionBrowserAgentRunner             = "browser-agent-runner"
 	ActionGithubIssueLabeler             = "github-issue-labeler"
 	ActionGithubIssueOpener              = "github-issue-opener"
 	ActionGithubIssueCloser              = "github-issue-closer"
@@ -28,6 +29,9 @@ const (
 	ActionGithubIssueCommenter           = "github-issue-commenter"
 	ActionGithubPRReader                 = "github-pr-reader"
 	ActionGithubPRCommenter              = "github-pr-commenter"
+	ActionGithubPRReviewer               = "github-pr-reviewer"
+	ActionGithubPRCreator                = "github-pr-creator"
+	ActionGithubGetAllContent            = "github-get-all-repository-content"
 	ActionGithubREADME                   = "github-readme"
 	ActionScraper                        = "scraper"
 	ActionWikipedia                      = "wikipedia"
@@ -48,11 +52,15 @@ var AvailableActions = []string{
 	ActionGithubIssueCloser,
 	ActionGithubIssueSearcher,
 	ActionGithubRepositoryGet,
+	ActionGithubGetAllContent,
+	ActionBrowserAgentRunner,
 	ActionGithubRepositoryCreateOrUpdate,
 	ActionGithubIssueReader,
 	ActionGithubIssueCommenter,
 	ActionGithubPRReader,
 	ActionGithubPRCommenter,
+	ActionGithubPRReviewer,
+	ActionGithubPRCreator,
 	ActionGithubREADME,
 	ActionScraper,
 	ActionBrowse,
@@ -65,31 +73,34 @@ var AvailableActions = []string{
 	ActionShellcommand,
 }
 
-func Actions(a *state.AgentConfig) func(ctx context.Context, pool *state.AgentPool) []types.Action {
-	return func(ctx context.Context, pool *state.AgentPool) []types.Action {
-		allActions := []types.Action{}
+func Actions(actionsConfigs map[string]string) func(a *state.AgentConfig) func(ctx context.Context, pool *state.AgentPool) []types.Action {
+	return func(a *state.AgentConfig) func(ctx context.Context, pool *state.AgentPool) []types.Action {
+		return func(ctx context.Context, pool *state.AgentPool) []types.Action {
+			allActions := []types.Action{}
 
-		agentName := a.Name
+			agentName := a.Name
 
-		for _, a := range a.Actions {
-			var config map[string]string
-			if err := json.Unmarshal([]byte(a.Config), &config); err != nil {
-				xlog.Error("Error unmarshalling action config", "error", err)
-				continue
+			for _, a := range a.Actions {
+				var config map[string]string
+				if err := json.Unmarshal([]byte(a.Config), &config); err != nil {
+					xlog.Error("Error unmarshalling action config", "error", err)
+					continue
+				}
+
+				a, err := Action(a.Name, agentName, config, pool, actionsConfigs)
+				if err != nil {
+					continue
+				}
+				allActions = append(allActions, a)
 			}
 
-			a, err := Action(a.Name, agentName, config, pool)
-			if err != nil {
-				continue
-			}
-			allActions = append(allActions, a)
+			return allActions
 		}
-
-		return allActions
 	}
+
 }
 
-func Action(name, agentName string, config map[string]string, pool *state.AgentPool) (types.Action, error) {
+func Action(name, agentName string, config map[string]string, pool *state.AgentPool, actionsConfigs map[string]string) (types.Action, error) {
 	var a types.Action
 	var err error
 
@@ -108,12 +119,20 @@ func Action(name, agentName string, config map[string]string, pool *state.AgentP
 		a = actions.NewGithubIssueCloser(config)
 	case ActionGithubIssueSearcher:
 		a = actions.NewGithubIssueSearch(config)
+	case ActionBrowserAgentRunner:
+		a = actions.NewBrowserAgentRunner(config, actionsConfigs["browser-agent-runner-base-url"])
 	case ActionGithubIssueReader:
 		a = actions.NewGithubIssueReader(config)
 	case ActionGithubPRReader:
 		a = actions.NewGithubPRReader(config)
 	case ActionGithubPRCommenter:
 		a = actions.NewGithubPRCommenter(config)
+	case ActionGithubPRReviewer:
+		a = actions.NewGithubPRReviewer(config)
+	case ActionGithubPRCreator:
+		a = actions.NewGithubPRCreator(config)
+	case ActionGithubGetAllContent:
+		a = actions.NewGithubRepositoryGetAllContent(config)
 	case ActionGithubIssueCommenter:
 		a = actions.NewGithubIssueCommenter(config)
 	case ActionGithubRepositoryGet:
@@ -157,6 +176,11 @@ func ActionsConfigMeta() []config.FieldGroup {
 			Label:  "Search",
 			Fields: actions.SearchConfigMeta(),
 		},
+		{
+			Name:   "browser-agent-runner",
+			Label:  "Browser Agent Runner",
+			Fields: actions.BrowserAgentRunnerConfigMeta(),
+		},
 		{
 			Name:   "generate_image",
 			Label:  "Generate Image",
@@ -197,6 +221,11 @@ func ActionsConfigMeta() []config.FieldGroup {
 			Label:  "GitHub Repository Get Content",
 			Fields: actions.GithubRepositoryGetContentConfigMeta(),
 		},
+		{
+			Name:   "github-get-all-repository-content",
+			Label:  "GitHub Get All Repository Content",
+			Fields: actions.GithubRepositoryGetAllContentConfigMeta(),
+		},
 		{
 			Name:   "github-repository-create-or-update-content",
 			Label:  "GitHub Repository Create/Update Content",
@@ -217,6 +246,16 @@ func ActionsConfigMeta() []config.FieldGroup {
 			Label:  "GitHub PR Commenter",
 			Fields: actions.GithubPRCommenterConfigMeta(),
 		},
+		{
+			Name:   "github-pr-reviewer",
+			Label:  "GitHub PR Reviewer",
+			Fields: actions.GithubPRReviewerConfigMeta(),
+		},
+		{
+			Name:   "github-pr-creator",
+			Label:  "GitHub PR Creator",
+			Fields: actions.GithubPRCreatorConfigMeta(),
+		},
 		{
 			Name:   "twitter-post",
 			Label:  "Twitter Post",

services/actions/browseragentrunner.go

@@ -0,0 +1,117 @@
+package actions
+
+import (
+	"context"
+	"fmt"
+
+	"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"
+)
+
+type BrowserAgentRunner struct {
+	baseURL, customActionName string
+	client                    *api.Client
+}
+
+func NewBrowserAgentRunner(config map[string]string, defaultURL string) *BrowserAgentRunner {
+	if config["baseURL"] == "" {
+		config["baseURL"] = defaultURL
+	}
+
+	client := api.NewClient(config["baseURL"])
+
+	return &BrowserAgentRunner{
+		client:           client,
+		baseURL:          config["baseURL"],
+		customActionName: config["customActionName"],
+	}
+}
+
+func (b *BrowserAgentRunner) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+	result := api.AgentRequest{}
+	err := params.Unmarshal(&result)
+	if err != nil {
+		return types.ActionResult{}, fmt.Errorf("failed to unmarshal params: %w", err)
+	}
+
+	req := api.AgentRequest{
+		Goal:                result.Goal,
+		MaxAttempts:         result.MaxAttempts,
+		MaxNoActionAttempts: result.MaxNoActionAttempts,
+	}
+
+	stateHistory, err := b.client.RunBrowserAgent(req)
+	if err != nil {
+		return types.ActionResult{}, fmt.Errorf("failed to run browser agent: %w", err)
+	}
+
+	// Format the state history into a readable string
+	var historyStr string
+	// for i, state := range stateHistory.States {
+	// 	historyStr += fmt.Sprintf("State %d:\n", i+1)
+	// 	historyStr += fmt.Sprintf("  URL: %s\n", state.CurrentURL)
+	// 	historyStr += fmt.Sprintf("  Title: %s\n", state.PageTitle)
+	// 	historyStr += fmt.Sprintf("  Description: %s\n\n", state.PageContentDescription)
+	// }
+
+	historyStr += fmt.Sprintf("  URL: %s\n", stateHistory.States[len(stateHistory.States)-1].CurrentURL)
+	historyStr += fmt.Sprintf("  Title: %s\n", stateHistory.States[len(stateHistory.States)-1].PageTitle)
+	historyStr += fmt.Sprintf("  Description: %s\n\n", stateHistory.States[len(stateHistory.States)-1].PageContentDescription)
+
+	return types.ActionResult{
+		Result:   fmt.Sprintf("Browser agent completed successfully. History:\n%s", historyStr),
+		Metadata: map[string]interface{}{"browser_agent_history": stateHistory},
+	}, nil
+}
+
+func (b *BrowserAgentRunner) Definition() types.ActionDefinition {
+	actionName := "run_browser_agent"
+	if b.customActionName != "" {
+		actionName = b.customActionName
+	}
+	description := "Run a browser agent to achieve a specific goal, for example: 'Go to https://www.google.com and search for 'LocalAI', and tell me what's on the first page'"
+	return types.ActionDefinition{
+		Name:        types.ActionDefinitionName(actionName),
+		Description: description,
+		Properties: map[string]jsonschema.Definition{
+			"goal": {
+				Type:        jsonschema.String,
+				Description: "The goal for the browser agent to achieve",
+			},
+			"max_attempts": {
+				Type:        jsonschema.Number,
+				Description: "Maximum number of attempts the agent can make (optional)",
+			},
+			"max_no_action_attempts": {
+				Type:        jsonschema.Number,
+				Description: "Maximum number of attempts without taking an action (optional)",
+			},
+		},
+		Required: []string{"goal"},
+	}
+}
+
+func (a *BrowserAgentRunner) Plannable() bool {
+	return true
+}
+
+// BrowserAgentRunnerConfigMeta returns the metadata for Browser Agent Runner action configuration fields
+func BrowserAgentRunnerConfigMeta() []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",
+		},
+	}
+}

services/actions/githubissuereader.go

@@ -49,7 +49,8 @@ func (g *GithubIssuesReader) Run(ctx context.Context, params types.ActionParams)
 		return types.ActionResult{
 			Result: fmt.Sprintf(
 				"Issue %d Repository: %s\nTitle: %s\nBody: %s",
-				*issue.Number, *issue.Repository.FullName, *issue.Title, *issue.Body)}, nil
+				issue.GetNumber(), issue.GetRepository().GetFullName(), issue.GetTitle(), issue.GetBody()),
+		}, nil
 	}
 	if err != nil {
 		return types.ActionResult{Result: fmt.Sprintf("Error fetching issue: %s", err.Error())}, err

services/actions/githubprcommenter.go

@@ -3,11 +3,8 @@ package actions
 import (
 	"context"
 	"fmt"
-	"io"
 	"regexp"
 	"strconv"
-	"strings"
-	"time"
 
 	"github.com/google/go-github/v69/github"
 	"github.com/mudler/LocalAGI/core/types"
@@ -124,16 +121,10 @@ func NewGithubPRCommenter(config map[string]string) *GithubPRCommenter {
 
 func (g *GithubPRCommenter) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
 	result := struct {
-		Repository     string `json:"repository"`
-		Owner          string `json:"owner"`
-		PRNumber       int    `json:"pr_number"`
-		GeneralComment string `json:"general_comment"`
-		Comments       []struct {
-			File      string `json:"file"`
-			Line      int    `json:"line"`
-			Comment   string `json:"comment"`
-			StartLine int    `json:"start_line,omitempty"`
-		} `json:"comments"`
+		Repository string `json:"repository"`
+		Owner      string `json:"owner"`
+		PRNumber   int    `json:"pr_number"`
+		Comment    string `json:"comment"`
 	}{}
 	err := params.Unmarshal(&result)
 	if err != nil {
@@ -159,134 +150,31 @@ func (g *GithubPRCommenter) Run(ctx context.Context, params types.ActionParams)
 		return types.ActionResult{Result: fmt.Sprintf("Pull request #%d is not open (current state: %s)", result.PRNumber, *pr.State)}, nil
 	}
 
-	// Get the list of changed files to verify the files exist in the PR
-	files, _, err := g.client.PullRequests.ListFiles(ctx, result.Owner, result.Repository, result.PRNumber, &github.ListOptions{})
-	if err != nil {
-		return types.ActionResult{}, fmt.Errorf("failed to list PR files: %w", err)
+	if result.Comment == "" {
+		return types.ActionResult{Result: "No comment provided"}, nil
 	}
 
-	// Create a map of valid files with their commit info
-	validFiles := make(map[string]*commitFileInfo)
-	for _, file := range files {
-		if *file.Status != "deleted" {
-			info, err := getCommitInfo(file)
-			if err != nil {
-				continue
-			}
-			validFiles[*file.Filename] = info
-		}
-	}
+	// Try both PullRequests and Issues API for general comments
+	var resp *github.Response
 
-	// Process each comment
-	var results []string
-	for _, comment := range result.Comments {
-		// Check if file exists in PR
-		fileInfo, exists := validFiles[comment.File]
-		if !exists {
-			availableFiles := make([]string, 0, len(validFiles))
-			for f := range validFiles {
-				availableFiles = append(availableFiles, f)
-			}
-			results = append(results, fmt.Sprintf("Error: File %s not found in PR #%d. Available files: %v",
-				comment.File, result.PRNumber, availableFiles))
-			continue
-		}
+	// First try PullRequests API
+	_, resp, err = g.client.PullRequests.CreateComment(ctx, result.Owner, result.Repository, result.PRNumber, &github.PullRequestComment{
+		Body: &result.Comment,
+	})
 
-		// Check if line is in a changed hunk
-		if !fileInfo.isLineInChange(comment.Line) {
-			results = append(results, fmt.Sprintf("Error: Line %d is not in a changed hunk in file %s",
-				comment.Line, comment.File))
-			continue
-		}
-
-		// Calculate position
-		position := fileInfo.calculatePosition(comment.Line)
-		if position == nil {
-			results = append(results, fmt.Sprintf("Error: Could not calculate position for line %d in file %s",
-				comment.Line, comment.File))
-			continue
-		}
-
-		// Create the review comment
-		reviewComment := &github.PullRequestComment{
-			Path:     &comment.File,
-			Line:     &comment.Line,
-			Body:     &comment.Comment,
-			Position: position,
-			CommitID: &fileInfo.sha,
-		}
-
-		// Set start line if provided
-		if comment.StartLine > 0 {
-			reviewComment.StartLine = &comment.StartLine
-		}
-
-		// Create the comment with retries
-		var resp *github.Response
-		for i := 0; i < 6; i++ {
-			_, resp, err = g.client.PullRequests.CreateComment(ctx, result.Owner, result.Repository, result.PRNumber, reviewComment)
-			if err == nil {
-				break
-			}
-			if resp != nil && resp.StatusCode == 422 {
-				// Rate limit hit, wait and retry
-				retrySeconds := i * i
-				time.Sleep(time.Second * time.Duration(retrySeconds))
-				continue
-			}
-			break
-		}
-
-		if err != nil {
-			errorDetails := fmt.Sprintf("Error commenting on file %s, line %d: %s", comment.File, comment.Line, err.Error())
-			if resp != nil {
-				errorDetails += fmt.Sprintf("\nResponse Status: %s", resp.Status)
-				if resp.Body != nil {
-					body, _ := io.ReadAll(resp.Body)
-					errorDetails += fmt.Sprintf("\nResponse Body: %s", string(body))
-				}
-			}
-			results = append(results, errorDetails)
-			continue
-		}
-
-		results = append(results, fmt.Sprintf("Successfully commented on file %s, line %d", comment.File, comment.Line))
-	}
-
-	if result.GeneralComment != "" {
-		// Try both PullRequests and Issues API for general comments
-		var resp *github.Response
-		var err error
-
-		// First try PullRequests API
-		_, resp, err = g.client.PullRequests.CreateComment(ctx, result.Owner, result.Repository, result.PRNumber, &github.PullRequestComment{
-			Body: &result.GeneralComment,
+	// If that fails with 403, try Issues API
+	if err != nil && resp != nil && resp.StatusCode == 403 {
+		_, resp, err = g.client.Issues.CreateComment(ctx, result.Owner, result.Repository, result.PRNumber, &github.IssueComment{
+			Body: &result.Comment,
 		})
+	}
 
-		// If that fails with 403, try Issues API
-		if err != nil && resp != nil && resp.StatusCode == 403 {
-			_, resp, err = g.client.Issues.CreateComment(ctx, result.Owner, result.Repository, result.PRNumber, &github.IssueComment{
-				Body: &result.GeneralComment,
-			})
-		}
-
-		if err != nil {
-			errorDetails := fmt.Sprintf("Error adding general comment: %s", err.Error())
-			if resp != nil {
-				errorDetails += fmt.Sprintf("\nResponse Status: %s", resp.Status)
-				if resp.Body != nil {
-					body, _ := io.ReadAll(resp.Body)
-					errorDetails += fmt.Sprintf("\nResponse Body: %s", string(body))
-				}
-			}
-			results = append(results, errorDetails)
-		} else {
-			results = append(results, "Successfully added general comment to pull request")
-		}
+	if err != nil {
+		return types.ActionResult{Result: fmt.Sprintf("Error adding general comment: %s", err.Error())}, nil
 	}
 
 	return types.ActionResult{
-		Result: strings.Join(results, "\n"),
+		Result: "Successfully added general comment to pull request",
 	}, nil
 }
 
@@ -305,38 +193,12 @@ func (g *GithubPRCommenter) Definition() types.ActionDefinition {
 					Type:        jsonschema.Number,
 					Description: "The number of the pull request to comment on.",
 				},
-				"general_comment": {
+				"comment": {
 					Type:        jsonschema.String,
 					Description: "A general comment to add to the pull request.",
 				},
-				"comments": {
-					Type: jsonschema.Array,
-					Items: &jsonschema.Definition{
-						Type: jsonschema.Object,
-						Properties: map[string]jsonschema.Definition{
-							"file": {
-								Type:        jsonschema.String,
-								Description: "The file to comment on.",
-							},
-							"line": {
-								Type:        jsonschema.Number,
-								Description: "The line number to comment on.",
-							},
-							"comment": {
-								Type:        jsonschema.String,
-								Description: "The comment text.",
-							},
-							"start_line": {
-								Type:        jsonschema.Number,
-								Description: "Optional start line for multi-line comments.",
-							},
-						},
-						Required: []string{"file", "line", "comment"},
-					},
-					Description: "Array of comments to add to the pull request.",
-				},
 			},
-			Required: []string{"pr_number", "comments"},
+			Required: []string{"pr_number", "comment"},
 		}
 	}
 	return types.ActionDefinition{
@@ -355,38 +217,12 @@ func (g *GithubPRCommenter) Definition() types.ActionDefinition {
 				Type:        jsonschema.String,
 				Description: "The owner of the repository.",
 			},
-			"general_comment": {
+			"comment": {
 				Type:        jsonschema.String,
 				Description: "A general comment to add to the pull request.",
 			},
-			"comments": {
-				Type: jsonschema.Array,
-				Items: &jsonschema.Definition{
-					Type: jsonschema.Object,
-					Properties: map[string]jsonschema.Definition{
-						"file": {
-							Type:        jsonschema.String,
-							Description: "The file to comment on.",
-						},
-						"line": {
-							Type:        jsonschema.Number,
-							Description: "The line number to comment on.",
-						},
-						"comment": {
-							Type:        jsonschema.String,
-							Description: "The comment text.",
-						},
-						"start_line": {
-							Type:        jsonschema.Number,
-							Description: "Optional start line for multi-line comments.",
-						},
-					},
-					Required: []string{"file", "line", "comment"},
-				},
-				Description: "Array of comments to add to the pull request.",
-			},
 		},
-		Required: []string{"pr_number", "repository", "owner", "comments"},
+		Required: []string{"pr_number", "repository", "owner", "comment"},
 	}
 }
 

services/actions/githubprcreator.go

@@ -0,0 +1,326 @@
+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 GithubPRCreator struct {
+	token, repository, owner, customActionName, defaultBranch string
+	client                                                    *github.Client
+}
+
+func NewGithubPRCreator(config map[string]string) *GithubPRCreator {
+	client := github.NewClient(nil).WithAuthToken(config["token"])
+
+	defaultBranch := config["defaultBranch"]
+	if defaultBranch == "" {
+		defaultBranch = "main" // Default to "main" if not specified
+	}
+
+	return &GithubPRCreator{
+		client:           client,
+		token:            config["token"],
+		repository:       config["repository"],
+		owner:            config["owner"],
+		customActionName: config["customActionName"],
+		defaultBranch:    defaultBranch,
+	}
+}
+
+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)
+	if err != nil {
+		return fmt.Errorf("failed to get reference for default branch %s: %w", g.defaultBranch, err)
+	}
+
+	// Try to get the branch if it exists
+	_, resp, err := g.client.Git.GetRef(ctx, owner, repository, "refs/heads/"+branchName)
+	if err != nil {
+		if resp == nil {
+			return fmt.Errorf("failed to check branch existence: %w", err)
+		}
+
+		// If branch doesn't exist (404), create it
+		if resp.StatusCode == 404 {
+			newRef := &github.Reference{
+				Ref:    github.String("refs/heads/" + branchName),
+				Object: &github.GitObject{SHA: ref.Object.SHA},
+			}
+			_, _, err = g.client.Git.CreateRef(ctx, owner, repository, newRef)
+			if err != nil {
+				return fmt.Errorf("failed to create branch: %w", err)
+			}
+			return nil
+		}
+
+		// For other errors, return the error
+		return fmt.Errorf("failed to check branch existence: %w", err)
+	}
+
+	// Branch exists, update it to the latest commit
+	updateRef := &github.Reference{
+		Ref:    github.String("refs/heads/" + branchName),
+		Object: &github.GitObject{SHA: ref.Object.SHA},
+	}
+	_, _, err = g.client.Git.UpdateRef(ctx, owner, repository, updateRef, true)
+	if err != nil {
+		return fmt.Errorf("failed to update branch: %w", err)
+	}
+
+	return nil
+}
+
+func (g *GithubPRCreator) createOrUpdateFile(ctx context.Context, branch string, filePath string, content string, message string, owner string, repository string) error {
+	// Get the current file content if it exists
+	var sha *string
+	fileContent, _, _, err := g.client.Repositories.GetContents(ctx, owner, repository, filePath, &github.RepositoryContentGetOptions{
+		Ref: branch,
+	})
+	if err == nil && fileContent != nil {
+		sha = fileContent.SHA
+	}
+
+	// Create or update the file
+	_, _, err = g.client.Repositories.CreateFile(ctx, owner, repository, filePath, &github.RepositoryContentFileOptions{
+		Message: &message,
+		Content: []byte(content),
+		Branch:  &branch,
+		SHA:     sha,
+	})
+	if err != nil {
+		return fmt.Errorf("failed to create/update file: %w", err)
+	}
+
+	return nil
+}
+
+func (g *GithubPRCreator) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+	result := struct {
+		Repository string `json:"repository"`
+		Owner      string `json:"owner"`
+		Branch     string `json:"branch"`
+		Title      string `json:"title"`
+		Body       string `json:"body"`
+		BaseBranch string `json:"base_branch"`
+		Files      []struct {
+			Path    string `json:"path"`
+			Content string `json:"content"`
+		} `json:"files"`
+	}{}
+	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
+	}
+
+	if result.BaseBranch == "" {
+		result.BaseBranch = g.defaultBranch
+	}
+
+	// Create or update branch
+	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), result.Owner, result.Repository)
+		if err != nil {
+			return types.ActionResult{}, fmt.Errorf("failed to update file %s: %w", file.Path, err)
+		}
+	}
+
+	// Check if PR already exists for this branch
+	prs, _, err := g.client.PullRequests.List(ctx, result.Owner, result.Repository, &github.PullRequestListOptions{
+		State: "open",
+		Head:  fmt.Sprintf("%s:%s", result.Owner, result.Branch),
+	})
+	if err != nil {
+		return types.ActionResult{}, fmt.Errorf("failed to list pull requests: %w", err)
+	}
+
+	if len(prs) > 0 {
+		// Update existing PR
+		pr := prs[0]
+		update := &github.PullRequest{
+			Title: &result.Title,
+			Body:  &result.Body,
+		}
+		updatedPR, _, err := g.client.PullRequests.Edit(ctx, result.Owner, result.Repository, pr.GetNumber(), update)
+		if err != nil {
+			return types.ActionResult{}, fmt.Errorf("failed to update pull request: %w", err)
+		}
+		return types.ActionResult{
+			Result: fmt.Sprintf("Updated pull request #%d: %s", updatedPR.GetNumber(), updatedPR.GetHTMLURL()),
+		}, nil
+	}
+
+	// Create new pull request
+	newPR := &github.NewPullRequest{
+		Title: &result.Title,
+		Body:  &result.Body,
+		Head:  &result.Branch,
+		Base:  &result.BaseBranch,
+	}
+
+	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)
+	}
+
+	return types.ActionResult{
+		Result: fmt.Sprintf("Created pull request #%d: %s", createdPR.GetNumber(), createdPR.GetHTMLURL()),
+	}, nil
+}
+
+func (g *GithubPRCreator) Definition() types.ActionDefinition {
+	actionName := "create_github_pr"
+	if g.customActionName != "" {
+		actionName = g.customActionName
+	}
+	description := "Create a GitHub pull request with file changes"
+	if g.repository != "" && g.owner != "" && g.defaultBranch != "" {
+		return types.ActionDefinition{
+			Name:        types.ActionDefinitionName(actionName),
+			Description: description,
+			Properties: map[string]jsonschema.Definition{
+				"branch": {
+					Type:        jsonschema.String,
+					Description: "The name of the new branch to create",
+				},
+				"title": {
+					Type:        jsonschema.String,
+					Description: "The title of the pull request",
+				},
+				"body": {
+					Type:        jsonschema.String,
+					Description: "The body/description of the pull request",
+				},
+				"files": {
+					Type: jsonschema.Array,
+					Items: &jsonschema.Definition{
+						Type: jsonschema.Object,
+						Properties: map[string]jsonschema.Definition{
+							"path": {
+								Type:        jsonschema.String,
+								Description: "The path of the file to create/update",
+							},
+							"content": {
+								Type:        jsonschema.String,
+								Description: "The content of the file",
+							},
+						},
+						Required: []string{"path", "content"},
+					},
+					Description: "Array of files to create or update",
+				},
+			},
+			Required: []string{"branch", "title", "files"},
+		}
+	}
+	return types.ActionDefinition{
+		Name:        types.ActionDefinitionName(actionName),
+		Description: description,
+		Properties: map[string]jsonschema.Definition{
+			"branch": {
+				Type:        jsonschema.String,
+				Description: "The name of the new branch to create",
+			},
+			"title": {
+				Type:        jsonschema.String,
+				Description: "The title of the pull request",
+			},
+			"body": {
+				Type:        jsonschema.String,
+				Description: "The body/description of the pull request",
+			},
+			"base_branch": {
+				Type:        jsonschema.String,
+				Description: "The base branch to merge into (defaults to configured default branch)",
+			},
+			"files": {
+				Type: jsonschema.Array,
+				Items: &jsonschema.Definition{
+					Type: jsonschema.Object,
+					Properties: map[string]jsonschema.Definition{
+						"path": {
+							Type:        jsonschema.String,
+							Description: "The path of the file to create/update",
+						},
+						"content": {
+							Type:        jsonschema.String,
+							Description: "The content of the file",
+						},
+					},
+					Required: []string{"path", "content"},
+				},
+				Description: "Array of files to create or update",
+			},
+			"repository": {
+				Type:        jsonschema.String,
+				Description: "The repository to create the pull request in",
+			},
+			"owner": {
+				Type:        jsonschema.String,
+				Description: "The owner of the repository",
+			},
+		},
+		Required: []string{"branch", "title", "files", "repository", "owner"},
+	}
+}
+
+func (a *GithubPRCreator) Plannable() bool {
+	return true
+}
+
+// GithubPRCreatorConfigMeta returns the metadata for GitHub PR Creator action configuration fields
+func GithubPRCreatorConfigMeta() []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",
+		},
+		{
+			Name:     "defaultBranch",
+			Label:    "Default Branch",
+			Type:     config.FieldTypeText,
+			Required: false,
+			HelpText: "Default branch to create PRs against (defaults to main)",
+		},
+	}
+}

services/actions/githubprcreator_test.go

@@ -0,0 +1,118 @@
+package actions_test
+
+import (
+	"context"
+	"os"
+
+	"github.com/mudler/LocalAGI/services/actions"
+	. "github.com/onsi/ginkgo/v2"
+	. "github.com/onsi/gomega"
+)
+
+var _ = Describe("GithubPRCreator", func() {
+	var (
+		action *actions.GithubPRCreator
+		ctx    context.Context
+	)
+
+	BeforeEach(func() {
+		ctx = context.Background()
+
+		// Check for required environment variables
+		token := os.Getenv("GITHUB_TOKEN")
+		repo := os.Getenv("TEST_REPOSITORY")
+		owner := os.Getenv("TEST_OWNER")
+
+		// Skip tests if any required environment variable is missing
+		if token == "" || repo == "" || owner == "" {
+			Skip("Skipping GitHub PR creator tests: required environment variables not set")
+		}
+
+		config := map[string]string{
+			"token":            token,
+			"repository":       repo,
+			"owner":            owner,
+			"customActionName": "test_create_pr",
+			"defaultBranch":    "main",
+		}
+
+		action = actions.NewGithubPRCreator(config)
+	})
+
+	Describe("Creating pull requests", func() {
+		It("should successfully create a pull request with file changes", func() {
+			params := map[string]interface{}{
+				"branch":      "test-branch",
+				"title":       "Test PR",
+				"body":        "This is a test pull request",
+				"base_branch": "main",
+				"files": []map[string]interface{}{
+					{
+						"path":    "test.txt",
+						"content": "This is a test file",
+					},
+				},
+			}
+
+			result, err := action.Run(ctx, params)
+			Expect(err).NotTo(HaveOccurred())
+			Expect(result.Result).To(ContainSubstring("pull request #"))
+		})
+
+		It("should handle missing required fields", func() {
+			params := map[string]interface{}{
+				"title": "Test PR",
+				"body":  "This is a test pull request",
+			}
+
+			_, err := action.Run(ctx, params)
+			Expect(err).To(HaveOccurred())
+		})
+	})
+
+	Describe("Action Definition", func() {
+		It("should return correct action definition", func() {
+			def := action.Definition()
+			Expect(def.Name.String()).To(Equal("test_create_pr"))
+			Expect(def.Description).To(ContainSubstring("Create a GitHub pull request with file changes"))
+			Expect(def.Properties).To(HaveKey("branch"))
+			Expect(def.Properties).To(HaveKey("title"))
+			Expect(def.Properties).To(HaveKey("files"))
+		})
+
+		It("should handle custom action name", func() {
+			config := map[string]string{
+				"token":            "test-token",
+				"customActionName": "custom_action_name",
+			}
+			action := actions.NewGithubPRCreator(config)
+			def := action.Definition()
+			Expect(def.Name.String()).To(Equal("custom_action_name"))
+		})
+	})
+
+	Describe("Configuration", func() {
+		It("should handle missing repository and owner in config", func() {
+			config := map[string]string{
+				"token": "test-token",
+			}
+			action := actions.NewGithubPRCreator(config)
+			def := action.Definition()
+			Expect(def.Properties).To(HaveKey("repository"))
+			Expect(def.Properties).To(HaveKey("owner"))
+		})
+
+		It("should handle provided repository and owner in config", func() {
+			config := map[string]string{
+				"token":         "test-token",
+				"repository":    "test-repo",
+				"defaultBranch": "main",
+				"owner":         "test-owner",
+			}
+			action := actions.NewGithubPRCreator(config)
+			def := action.Definition()
+			Expect(def.Properties).NotTo(HaveKey("repository"))
+			Expect(def.Properties).NotTo(HaveKey("owner"))
+		})
+	})
+})

services/actions/githubprreader.go

@@ -64,20 +64,44 @@ func (g *GithubPRReader) Run(ctx context.Context, params types.ActionParams) (ty
 		return types.ActionResult{Result: fmt.Sprintf("Error fetching pull request files: %s", err.Error())}, err
 	}
 
+	// Get CI status information
+	ciStatus := "\n\nCI Status:\n"
+
+	// Get PR status checks
+	checkRuns, _, err := g.client.Checks.ListCheckRunsForRef(ctx, result.Owner, result.Repository, pr.GetHead().GetSHA(), &github.ListCheckRunsOptions{})
+	if err == nil && checkRuns != nil {
+		ciStatus += fmt.Sprintf("\nPR Status Checks:\n")
+		ciStatus += fmt.Sprintf("Total Checks: %d\n", checkRuns.GetTotal())
+		for _, check := range checkRuns.CheckRuns {
+			ciStatus += fmt.Sprintf("- %s: %s (%s)\n",
+				check.GetName(),
+				check.GetConclusion(),
+				check.GetStatus())
+		}
+	}
+
 	// Build the file changes summary with patches
 	fileChanges := "\n\nFile Changes:\n"
 	for _, file := range files {
-		fileChanges += fmt.Sprintf("\n--- %s\n+++ %s\n", *file.Filename, *file.Filename)
-		if g.showFullDiff && file.Patch != nil {
-			fileChanges += *file.Patch
+		fileChanges += fmt.Sprintf("\n--- %s\n+++ %s\n", file.GetFilename(), file.GetFilename())
+		if g.showFullDiff && file.GetPatch() != "" {
+			fileChanges += file.GetPatch()
 		}
-		fileChanges += fmt.Sprintf("\n(%d additions, %d deletions)\n", *file.Additions, *file.Deletions)
+		fileChanges += fmt.Sprintf("\n(%d additions, %d deletions)\n", file.GetAdditions(), file.GetDeletions())
 	}
 
 	return types.ActionResult{
 		Result: fmt.Sprintf(
-			"Pull Request %d Repository: %s\nTitle: %s\nBody: %s\nState: %s\nBase: %s\nHead: %s%s",
-			*pr.Number, *pr.Base.Repo.FullName, *pr.Title, *pr.Body, *pr.State, *pr.Base.Ref, *pr.Head.Ref, fileChanges)}, nil
+			"Pull Request %d Repository: %s\nTitle: %s\nBody: %s\nState: %s\nBase: %s\nHead: %s%s%s",
+			pr.GetNumber(),
+			pr.GetBase().GetRepo().GetFullName(),
+			pr.GetTitle(),
+			pr.GetBody(),
+			pr.GetState(),
+			pr.GetBase().GetRef(),
+			pr.GetHead().GetRef(),
+			ciStatus,
+			fileChanges)}, nil
 }
 
 func (g *GithubPRReader) Definition() types.ActionDefinition {

services/actions/githubprreviewer.go

@@ -0,0 +1,288 @@
+package actions
+
+import (
+	"context"
+	"fmt"
+	"io"
+	"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"
+)
+
+type GithubPRReviewer struct {
+	token, repository, owner, customActionName string
+	client                                     *github.Client
+}
+
+func NewGithubPRReviewer(config map[string]string) *GithubPRReviewer {
+	client := github.NewClient(nil).WithAuthToken(config["token"])
+
+	return &GithubPRReviewer{
+		client:           client,
+		token:            config["token"],
+		customActionName: config["customActionName"],
+		repository:       config["repository"],
+		owner:            config["owner"],
+	}
+}
+
+func (g *GithubPRReviewer) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
+	result := struct {
+		Repository    string `json:"repository"`
+		Owner         string `json:"owner"`
+		PRNumber      int    `json:"pr_number"`
+		ReviewComment string `json:"review_comment"`
+		ReviewAction  string `json:"review_action"` // APPROVE, REQUEST_CHANGES, or COMMENT
+		Comments      []struct {
+			File      string `json:"file"`
+			Line      int    `json:"line"`
+			Comment   string `json:"comment"`
+			StartLine int    `json:"start_line,omitempty"`
+		} `json:"comments"`
+	}{}
+	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
+	}
+
+	// First verify the PR exists and is in a valid state
+	pr, _, err := g.client.PullRequests.Get(ctx, result.Owner, result.Repository, result.PRNumber)
+	if err != nil {
+		return types.ActionResult{}, fmt.Errorf("failed to fetch PR #%d: %w", result.PRNumber, err)
+	}
+	if pr == nil {
+		return types.ActionResult{Result: fmt.Sprintf("Pull request #%d not found in repository %s/%s", result.PRNumber, result.Owner, result.Repository)}, nil
+	}
+
+	// Check if PR is in a state that allows reviews
+	if *pr.State != "open" {
+		return types.ActionResult{Result: fmt.Sprintf("Pull request #%d is not open (current state: %s)", result.PRNumber, *pr.State)}, nil
+	}
+
+	// Get the list of changed files to verify the files exist in the PR
+	files, _, err := g.client.PullRequests.ListFiles(ctx, result.Owner, result.Repository, result.PRNumber, &github.ListOptions{})
+	if err != nil {
+		return types.ActionResult{}, fmt.Errorf("failed to list PR files: %w", err)
+	}
+
+	// Create a map of valid files
+	validFiles := make(map[string]bool)
+	for _, file := range files {
+		if *file.Status != "deleted" {
+			validFiles[*file.Filename] = true
+		}
+	}
+
+	// Process each comment
+	var reviewComments []*github.DraftReviewComment
+	for _, comment := range result.Comments {
+		// Check if file exists in PR
+		if !validFiles[comment.File] {
+			continue
+		}
+
+		reviewComment := &github.DraftReviewComment{
+			Path: &comment.File,
+			Line: &comment.Line,
+			Body: &comment.Comment,
+		}
+
+		// Set start line if provided
+		if comment.StartLine > 0 {
+			reviewComment.StartLine = &comment.StartLine
+		}
+
+		reviewComments = append(reviewComments, reviewComment)
+	}
+
+	// Create the review
+	review := &github.PullRequestReviewRequest{
+		Event:    &result.ReviewAction,
+		Body:     &result.ReviewComment,
+		Comments: reviewComments,
+	}
+
+	xlog.Debug("[githubprreviewer] review", "review", review)
+
+	// Submit the review
+	_, resp, err := g.client.PullRequests.CreateReview(ctx, result.Owner, result.Repository, result.PRNumber, review)
+	if err != nil {
+		errorDetails := fmt.Sprintf("Error submitting review: %s", err.Error())
+		if resp != nil {
+			errorDetails += fmt.Sprintf("\nResponse Status: %s", resp.Status)
+			if resp.Body != nil {
+				body, _ := io.ReadAll(resp.Body)
+				errorDetails += fmt.Sprintf("\nResponse Body: %s", string(body))
+			}
+		}
+		return types.ActionResult{Result: errorDetails}, err
+	}
+
+	actionResult := fmt.Sprintf(
+		"Pull request https://github.com/%s/%s/pull/%d reviewed successfully with status: %s, comments: %v, message: %s",
+		result.Owner,
+		result.Repository,
+		result.PRNumber,
+		strings.ToLower(result.ReviewAction),
+		result.Comments,
+		result.ReviewComment,
+	)
+
+	return types.ActionResult{Result: actionResult}, nil
+}
+
+func (g *GithubPRReviewer) Definition() types.ActionDefinition {
+	actionName := "review_github_pr"
+	if g.customActionName != "" {
+		actionName = g.customActionName
+	}
+	description := "Review a GitHub pull request by approving, requesting changes, or commenting."
+	if g.repository != "" && g.owner != "" {
+		return types.ActionDefinition{
+			Name:        types.ActionDefinitionName(actionName),
+			Description: description,
+			Properties: map[string]jsonschema.Definition{
+				"pr_number": {
+					Type:        jsonschema.Number,
+					Description: "The number of the pull request to review.",
+				},
+				"review_comment": {
+					Type:        jsonschema.String,
+					Description: "The main review comment to add to the pull request.",
+				},
+				"review_action": {
+					Type:        jsonschema.String,
+					Description: "The type of review to submit (APPROVE, REQUEST_CHANGES, or COMMENT).",
+					Enum:        []string{"APPROVE", "REQUEST_CHANGES", "COMMENT"},
+				},
+				"comments": {
+					Type: jsonschema.Array,
+					Items: &jsonschema.Definition{
+						Type: jsonschema.Object,
+						Properties: map[string]jsonschema.Definition{
+							"file": {
+								Type:        jsonschema.String,
+								Description: "The file to comment on.",
+							},
+							"line": {
+								Type:        jsonschema.Number,
+								Description: "The line number to comment on.",
+							},
+							"comment": {
+								Type:        jsonschema.String,
+								Description: "The comment text.",
+							},
+							"start_line": {
+								Type:        jsonschema.Number,
+								Description: "Optional start line for multi-line comments.",
+							},
+						},
+						Required: []string{"file", "line", "comment"},
+					},
+					Description: "Array of line-specific comments to add to the review.",
+				},
+			},
+			Required: []string{"pr_number", "review_action"},
+		}
+	}
+	return types.ActionDefinition{
+		Name:        types.ActionDefinitionName(actionName),
+		Description: description,
+		Properties: map[string]jsonschema.Definition{
+			"pr_number": {
+				Type:        jsonschema.Number,
+				Description: "The number of the pull request to review.",
+			},
+			"repository": {
+				Type:        jsonschema.String,
+				Description: "The repository containing the pull request.",
+			},
+			"owner": {
+				Type:        jsonschema.String,
+				Description: "The owner of the repository.",
+			},
+			"review_comment": {
+				Type:        jsonschema.String,
+				Description: "The main review comment to add to the pull request.",
+			},
+			"review_action": {
+				Type:        jsonschema.String,
+				Description: "The type of review to submit (APPROVE, REQUEST_CHANGES, or COMMENT).",
+				Enum:        []string{"APPROVE", "REQUEST_CHANGES", "COMMENT"},
+			},
+			"comments": {
+				Type: jsonschema.Array,
+				Items: &jsonschema.Definition{
+					Type: jsonschema.Object,
+					Properties: map[string]jsonschema.Definition{
+						"file": {
+							Type:        jsonschema.String,
+							Description: "The file to comment on.",
+						},
+						"line": {
+							Type:        jsonschema.Number,
+							Description: "The line number to comment on.",
+						},
+						"comment": {
+							Type:        jsonschema.String,
+							Description: "The comment text.",
+						},
+						"start_line": {
+							Type:        jsonschema.Number,
+							Description: "Optional start line for multi-line comments.",
+						},
+					},
+					Required: []string{"file", "line", "comment"},
+				},
+				Description: "Array of line-specific comments to add to the review.",
+			},
+		},
+		Required: []string{"pr_number", "repository", "owner", "review_action"},
+	}
+}
+
+func (a *GithubPRReviewer) Plannable() bool {
+	return true
+}
+
+// GithubPRReviewerConfigMeta returns the metadata for GitHub PR Reviewer action configuration fields
+func GithubPRReviewerConfigMeta() []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/githubprreviewer_test.go

@@ -0,0 +1,103 @@
+package actions_test
+
+import (
+	"context"
+	"os"
+
+	"github.com/mudler/LocalAGI/core/types"
+	"github.com/mudler/LocalAGI/services/actions"
+	. "github.com/onsi/ginkgo/v2"
+	. "github.com/onsi/gomega"
+)
+
+var _ = Describe("GithubPRReviewer", func() {
+	var (
+		reviewer *actions.GithubPRReviewer
+		ctx      context.Context
+	)
+
+	BeforeEach(func() {
+		ctx = context.Background()
+
+		// Check for required environment variables
+		token := os.Getenv("GITHUB_TOKEN")
+		repo := os.Getenv("TEST_REPOSITORY")
+		owner := os.Getenv("TEST_OWNER")
+		prNumber := os.Getenv("TEST_PR_NUMBER")
+
+		// Skip tests if any required environment variable is missing
+		if token == "" || repo == "" || owner == "" || prNumber == "" {
+			Skip("Skipping GitHub PR reviewer tests: required environment variables not set")
+		}
+
+		config := map[string]string{
+			"token":            token,
+			"repository":       repo,
+			"owner":            owner,
+			"customActionName": "test_review_github_pr",
+		}
+
+		reviewer = actions.NewGithubPRReviewer(config)
+	})
+
+	Describe("Reviewing a PR", func() {
+		It("should successfully submit a review with comments", func() {
+			prNumber := os.Getenv("TEST_PR_NUMBER")
+			Expect(prNumber).NotTo(BeEmpty())
+
+			params := types.ActionParams{
+				"pr_number":      prNumber,
+				"review_comment": "Test review comment from integration test",
+				"review_action":  "COMMENT",
+				"comments": []map[string]interface{}{
+					{
+						"file":    "README.md",
+						"line":    1,
+						"comment": "Test line comment from integration test",
+					},
+				},
+			}
+
+			result, err := reviewer.Run(ctx, params)
+			Expect(err).NotTo(HaveOccurred())
+			Expect(result.Result).To(ContainSubstring("reviewed successfully"))
+		})
+
+		It("should handle invalid PR number", func() {
+			params := types.ActionParams{
+				"pr_number":      999999,
+				"review_comment": "Test review comment",
+				"review_action":  "COMMENT",
+			}
+
+			result, err := reviewer.Run(ctx, params)
+			Expect(err).To(HaveOccurred())
+			Expect(result.Result).To(ContainSubstring("not found"))
+		})
+
+		It("should handle invalid review action", func() {
+			prNumber := os.Getenv("TEST_PR_NUMBER")
+			Expect(prNumber).NotTo(BeEmpty())
+
+			params := types.ActionParams{
+				"pr_number":      prNumber,
+				"review_comment": "Test review comment",
+				"review_action":  "INVALID_ACTION",
+			}
+
+			_, err := reviewer.Run(ctx, params)
+			Expect(err).To(HaveOccurred())
+		})
+	})
+
+	Describe("Action Definition", func() {
+		It("should return correct action definition", func() {
+			def := reviewer.Definition()
+			Expect(def.Name).To(Equal(types.ActionDefinitionName("test_review_github_pr")))
+			Expect(def.Description).To(ContainSubstring("Review a GitHub pull request"))
+			Expect(def.Properties).To(HaveKey("pr_number"))
+			Expect(def.Properties).To(HaveKey("review_action"))
+			Expect(def.Properties).To(HaveKey("comments"))
+		})
+	})
+})

services/actions/githubrepositorygetallcontent.go

@@ -0,0 +1,174 @@
+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 GithubRepositoryGetAllContent struct {
+	token, repository, owner, customActionName string
+	client                                     *github.Client
+}
+
+func NewGithubRepositoryGetAllContent(config map[string]string) *GithubRepositoryGetAllContent {
+	client := github.NewClient(nil).WithAuthToken(config["token"])
+
+	return &GithubRepositoryGetAllContent{
+		client:           client,
+		token:            config["token"],
+		repository:       config["repository"],
+		owner:            config["owner"],
+		customActionName: config["customActionName"],
+	}
+}
+
+func (g *GithubRepositoryGetAllContent) getContentRecursively(ctx context.Context, path string, owner string, repository 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 get content for subdirectories
+			subContent, err := g.getContentRecursively(ctx, item.GetPath(), owner, repository)
+			if err != nil {
+				return "", err
+			}
+			result.WriteString(subContent)
+		} else if item.GetType() == "file" {
+			// 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 *GithubRepositoryGetAllContent) Run(ctx context.Context, 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 = "."
+	}
+
+	content, err := g.getContentRecursively(ctx, result.Path, result.Owner, result.Repository)
+	if err != nil {
+		return types.ActionResult{}, err
+	}
+
+	return types.ActionResult{Result: content}, nil
+}
+
+func (g *GithubRepositoryGetAllContent) Definition() types.ActionDefinition {
+	actionName := "get_all_github_repository_content"
+	if g.customActionName != "" {
+		actionName = g.customActionName
+	}
+	description := "Get all content of a GitHub repository recursively"
+	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 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 from (defaults to repository root)",
+			},
+			"repository": {
+				Type:        jsonschema.String,
+				Description: "The repository to get content from",
+			},
+			"owner": {
+				Type:        jsonschema.String,
+				Description: "The owner of the repository",
+			},
+		},
+		Required: []string{"repository", "owner"},
+	}
+}
+
+func (a *GithubRepositoryGetAllContent) Plannable() bool {
+	return true
+}
+
+// GithubRepositoryGetAllContentConfigMeta returns the metadata for GitHub Repository Get All Content action configuration fields
+func GithubRepositoryGetAllContentConfigMeta() []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/githubrepositorygetallcontent_test.go

@@ -0,0 +1,114 @@
+package actions_test
+
+import (
+	"context"
+	"os"
+	"strings"
+
+	"github.com/mudler/LocalAGI/services/actions"
+	. "github.com/onsi/ginkgo/v2"
+	. "github.com/onsi/gomega"
+)
+
+var _ = Describe("GithubRepositoryGetAllContent", func() {
+	var (
+		action *actions.GithubRepositoryGetAllContent
+		ctx    context.Context
+	)
+
+	BeforeEach(func() {
+		ctx = context.Background()
+
+		// Check for required environment variables
+		token := os.Getenv("GITHUB_TOKEN")
+		repo := os.Getenv("TEST_REPOSITORY")
+		owner := os.Getenv("TEST_OWNER")
+
+		// Skip tests if any required environment variable is missing
+		if token == "" || repo == "" || owner == "" {
+			Skip("Skipping GitHub repository get all content tests: required environment variables not set")
+		}
+
+		config := map[string]string{
+			"token":            token,
+			"repository":       repo,
+			"owner":            owner,
+			"customActionName": "test_get_all_content",
+		}
+
+		action = actions.NewGithubRepositoryGetAllContent(config)
+	})
+
+	Describe("Getting repository content", func() {
+		It("should successfully get content from root directory with proper file markers", func() {
+			params := map[string]interface{}{
+				"path": ".",
+			}
+
+			result, err := action.Run(ctx, params)
+			Expect(err).NotTo(HaveOccurred())
+			Expect(result.Result).NotTo(BeEmpty())
+
+			// Verify file markers
+			Expect(result.Result).To(ContainSubstring("--- START FILE:"))
+			Expect(result.Result).To(ContainSubstring("--- END FILE:"))
+
+			// Verify markers are properly paired
+			startCount := strings.Count(result.Result, "--- START FILE:")
+			endCount := strings.Count(result.Result, "--- END FILE:")
+			Expect(startCount).To(Equal(endCount), "Number of start and end markers should match")
+		})
+
+		It("should handle non-existent path", func() {
+			params := map[string]interface{}{
+				"path": "non-existent-path",
+			}
+
+			_, err := action.Run(ctx, params)
+			Expect(err).To(HaveOccurred())
+		})
+	})
+
+	Describe("Action Definition", func() {
+		It("should return correct action definition", func() {
+			def := action.Definition()
+			Expect(def.Name.String()).To(Equal("test_get_all_content"))
+			Expect(def.Description).To(ContainSubstring("Get all content of a GitHub repository recursively"))
+			Expect(def.Properties).To(HaveKey("path"))
+		})
+
+		It("should handle custom action name", func() {
+			config := map[string]string{
+				"token":            "test-token",
+				"customActionName": "custom_action_name",
+			}
+			action := actions.NewGithubRepositoryGetAllContent(config)
+			def := action.Definition()
+			Expect(def.Name.String()).To(Equal("custom_action_name"))
+		})
+	})
+
+	Describe("Configuration", func() {
+		It("should handle missing repository and owner in config", func() {
+			config := map[string]string{
+				"token": "test-token",
+			}
+			action := actions.NewGithubRepositoryGetAllContent(config)
+			def := action.Definition()
+			Expect(def.Properties).To(HaveKey("repository"))
+			Expect(def.Properties).To(HaveKey("owner"))
+		})
+
+		It("should handle provided repository and owner in config", func() {
+			config := map[string]string{
+				"token":      "test-token",
+				"repository": "test-repo",
+				"owner":      "test-owner",
+			}
+			action := actions.NewGithubRepositoryGetAllContent(config)
+			def := action.Definition()
+			Expect(def.Properties).NotTo(HaveKey("repository"))
+			Expect(def.Properties).NotTo(HaveKey("owner"))
+		})
+	})
+})

services/connectors/irc.go

@@ -77,8 +77,9 @@ func (i *IRC) Start(a *agent.Agent) {
 	}
 	i.conn.UseTLS = false
 	i.conn.AddCallback("001", func(e *irc.Event) {
-		xlog.Info("Connected to IRC server", "server", i.server)
+		xlog.Info("Connected to IRC server", "server", i.server, "arguments", e.Arguments)
 		i.conn.Join(i.channel)
+		i.nickname = e.Arguments[0]
 		xlog.Info("Joined channel", "channel", i.channel)
 	})
 
@@ -207,6 +208,13 @@ func (i *IRC) Start(a *agent.Agent) {
 
 	// Start the IRC client in a goroutine
 	go i.conn.Loop()
+	go func() {
+		select  {
+		case <-a.Context().Done():
+			i.conn.Quit()
+			return
+		}
+	}()
 }
 
 // IRCConfigMeta returns the metadata for IRC connector configuration fields

services/connectors/telegram.go

@@ -119,7 +119,7 @@ func (t *Telegram) handleUpdate(ctx context.Context, b *bot.Bot, a *agent.Agent,
 				defer resp.Body.Close()
 				_, err = b.SendPhoto(ctx, &bot.SendPhotoParams{
 					ChatID: update.Message.Chat.ID,
-					Photo: models.InputFileUpload{
+					Photo: &models.InputFileUpload{
 						Filename: "image.jpg",
 						Data:     resp.Body,
 					},

webui/app.go

@@ -176,17 +176,7 @@ func (a *App) UpdateAgentConfig(pool *state.AgentPool) func(c *fiber.Ctx) error
 			return errorJSONMessage(c, err.Error())
 		}
 
-		// Remove the agent first
-		if err := pool.Remove(agentName); err != nil {
-			return errorJSONMessage(c, "Error removing agent: "+err.Error())
-		}
-
-		// Create agent with new config
-		if err := pool.CreateAgent(agentName, &newConfig); err != nil {
-			// Try to restore the old configuration if update fails
-			if restoreErr := pool.CreateAgent(agentName, oldConfig); restoreErr != nil {
-				return errorJSONMessage(c, fmt.Sprintf("Failed to update agent and restore failed: %v, %v", err, restoreErr))
-			}
+		if err := pool.RecreateAgent(agentName, &newConfig); err != nil {
 			return errorJSONMessage(c, "Error updating agent: "+err.Error())
 		}
 
@@ -370,7 +360,7 @@ func (a *App) Chat(pool *state.AgentPool) func(c *fiber.Ctx) error {
 			xlog.Error("Error marshaling status message", "error", err)
 		} else {
 			manager.Send(
-				sse.NewMessage(string(statusData)).WithEvent("json_status"))
+				sse.NewMessage(string(statusData)).WithEvent("json_message_status"))
 		}
 
 		// Process the message asynchronously
@@ -417,7 +407,7 @@ func (a *App) Chat(pool *state.AgentPool) func(c *fiber.Ctx) error {
 				xlog.Error("Error marshaling completed status", "error", err)
 			} else {
 				manager.Send(
-					sse.NewMessage(string(completedData)).WithEvent("json_status"))
+					sse.NewMessage(string(completedData)).WithEvent("json_message_status"))
 			}
 		}()
 
@@ -444,7 +434,7 @@ func (a *App) ExecuteAction(pool *state.AgentPool) func(c *fiber.Ctx) error {
 		actionName := c.Params("name")
 
 		xlog.Debug("Executing action", "action", actionName, "config", payload.Config, "params", payload.Params)
-		a, err := services.Action(actionName, "", payload.Config, pool)
+		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())

webui/react-ui/bun.lock

@@ -0,0 +1,454 @@
+{
+  "lockfileVersion": 1,
+  "workspaces": {
+    "": {
+      "name": "react-ui",
+      "dependencies": {
+        "highlight.js": "^11.11.1",
+        "react": "^19.1.0",
+        "react-dom": "^19.1.0",
+      },
+      "devDependencies": {
+        "@eslint/js": "^9.24.0",
+        "@types/react": "^19.1.2",
+        "@types/react-dom": "^19.1.2",
+        "@vitejs/plugin-react": "^4.4.0",
+        "eslint": "^9.24.0",
+        "eslint-plugin-react-hooks": "^6.0.0",
+        "eslint-plugin-react-refresh": "^0.4.19",
+        "globals": "^16.0.0",
+        "react-router-dom": "^7.5.1",
+        "vite": "^6.3.2",
+      },
+    },
+  },
+  "packages": {
+    "@ampproject/remapping": ["@ampproject/remapping@2.3.0", "", { "dependencies": { "@jridgewell/gen-mapping": "^0.3.5", "@jridgewell/trace-mapping": "^0.3.24" } }, "sha512-30iZtAPgz+LTIYoeivqYo853f02jBYSd5uGnGpkFV0M3xOt9aN73erkgYAmZU43x4VfqcnLxW9Kpg3R5LC4YYw=="],
+
+    "@babel/code-frame": ["@babel/code-frame@7.26.2", "", { "dependencies": { "@babel/helper-validator-identifier": "^7.25.9", "js-tokens": "^4.0.0", "picocolors": "^1.0.0" } }, "sha512-RJlIHRueQgwWitWgF8OdFYGZX328Ax5BCemNGlqHfplnRT9ESi8JkFlvaVYbS+UubVY6dpv87Fs2u5M29iNFVQ=="],
+
+    "@babel/compat-data": ["@babel/compat-data@7.26.8", "", {}, "sha512-oH5UPLMWR3L2wEFLnFJ1TZXqHufiTKAiLfqw5zkhS4dKXLJ10yVztfil/twG8EDTA4F/tvVNw9nOl4ZMslB8rQ=="],
+
+    "@babel/core": ["@babel/core@7.26.10", "", { "dependencies": { "@ampproject/remapping": "^2.2.0", "@babel/code-frame": "^7.26.2", "@babel/generator": "^7.26.10", "@babel/helper-compilation-targets": "^7.26.5", "@babel/helper-module-transforms": "^7.26.0", "@babel/helpers": "^7.26.10", "@babel/parser": "^7.26.10", "@babel/template": "^7.26.9", "@babel/traverse": "^7.26.10", "@babel/types": "^7.26.10", "convert-source-map": "^2.0.0", "debug": "^4.1.0", "gensync": "^1.0.0-beta.2", "json5": "^2.2.3", "semver": "^6.3.1" } }, "sha512-vMqyb7XCDMPvJFFOaT9kxtiRh42GwlZEg1/uIgtZshS5a/8OaduUfCi7kynKgc3Tw/6Uo2D+db9qBttghhmxwQ=="],
+
+    "@babel/generator": ["@babel/generator@7.27.0", "", { "dependencies": { "@babel/parser": "^7.27.0", "@babel/types": "^7.27.0", "@jridgewell/gen-mapping": "^0.3.5", "@jridgewell/trace-mapping": "^0.3.25", "jsesc": "^3.0.2" } }, "sha512-VybsKvpiN1gU1sdMZIp7FcqphVVKEwcuj02x73uvcHE0PTihx1nlBcowYWhDwjpoAXRv43+gDzyggGnn1XZhVw=="],
+
+    "@babel/helper-annotate-as-pure": ["@babel/helper-annotate-as-pure@7.25.9", "", { "dependencies": { "@babel/types": "^7.25.9" } }, "sha512-gv7320KBUFJz1RnylIg5WWYPRXKZ884AGkYpgpWW02TH66Dl+HaC1t1CKd0z3R4b6hdYEcmrNZHUmfCP+1u3/g=="],
+
+    "@babel/helper-compilation-targets": ["@babel/helper-compilation-targets@7.27.0", "", { "dependencies": { "@babel/compat-data": "^7.26.8", "@babel/helper-validator-option": "^7.25.9", "browserslist": "^4.24.0", "lru-cache": "^5.1.1", "semver": "^6.3.1" } }, "sha512-LVk7fbXml0H2xH34dFzKQ7TDZ2G4/rVTOrq9V+icbbadjbVxxeFeDsNHv2SrZeWoA+6ZiTyWYWtScEIW07EAcA=="],
+
+    "@babel/helper-create-class-features-plugin": ["@babel/helper-create-class-features-plugin@7.27.0", "", { "dependencies": { "@babel/helper-annotate-as-pure": "^7.25.9", "@babel/helper-member-expression-to-functions": "^7.25.9", "@babel/helper-optimise-call-expression": "^7.25.9", "@babel/helper-replace-supers": "^7.26.5", "@babel/helper-skip-transparent-expression-wrappers": "^7.25.9", "@babel/traverse": "^7.27.0", "semver": "^6.3.1" }, "peerDependencies": { "@babel/core": "^7.0.0" } }, "sha512-vSGCvMecvFCd/BdpGlhpXYNhhC4ccxyvQWpbGL4CWbvfEoLFWUZuSuf7s9Aw70flgQF+6vptvgK2IfOnKlRmBg=="],
+
+    "@babel/helper-member-expression-to-functions": ["@babel/helper-member-expression-to-functions@7.25.9", "", { "dependencies": { "@babel/traverse": "^7.25.9", "@babel/types": "^7.25.9" } }, "sha512-wbfdZ9w5vk0C0oyHqAJbc62+vet5prjj01jjJ8sKn3j9h3MQQlflEdXYvuqRWjHnM12coDEqiC1IRCi0U/EKwQ=="],
+
+    "@babel/helper-module-imports": ["@babel/helper-module-imports@7.25.9", "", { "dependencies": { "@babel/traverse": "^7.25.9", "@babel/types": "^7.25.9" } }, "sha512-tnUA4RsrmflIM6W6RFTLFSXITtl0wKjgpnLgXyowocVPrbYrLUXSBXDgTs8BlbmIzIdlBySRQjINYs2BAkiLtw=="],
+
+    "@babel/helper-module-transforms": ["@babel/helper-module-transforms@7.26.0", "", { "dependencies": { "@babel/helper-module-imports": "^7.25.9", "@babel/helper-validator-identifier": "^7.25.9", "@babel/traverse": "^7.25.9" }, "peerDependencies": { "@babel/core": "^7.0.0" } }, "sha512-xO+xu6B5K2czEnQye6BHA7DolFFmS3LB7stHZFaOLb1pAwO1HWLS8fXA+eh0A2yIvltPVmx3eNNDBJA2SLHXFw=="],
+
+    "@babel/helper-optimise-call-expression": ["@babel/helper-optimise-call-expression@7.25.9", "", { "dependencies": { "@babel/types": "^7.25.9" } }, "sha512-FIpuNaz5ow8VyrYcnXQTDRGvV6tTjkNtCK/RYNDXGSLlUD6cBuQTSw43CShGxjvfBTfcUA/r6UhUCbtYqkhcuQ=="],
+
+    "@babel/helper-plugin-utils": ["@babel/helper-plugin-utils@7.26.5", "", {}, "sha512-RS+jZcRdZdRFzMyr+wcsaqOmld1/EqTghfaBGQQd/WnRdzdlvSZ//kF7U8VQTxf1ynZ4cjUcYgjVGx13ewNPMg=="],
+
+    "@babel/helper-replace-supers": ["@babel/helper-replace-supers@7.26.5", "", { "dependencies": { "@babel/helper-member-expression-to-functions": "^7.25.9", "@babel/helper-optimise-call-expression": "^7.25.9", "@babel/traverse": "^7.26.5" }, "peerDependencies": { "@babel/core": "^7.0.0" } }, "sha512-bJ6iIVdYX1YooY2X7w1q6VITt+LnUILtNk7zT78ykuwStx8BauCzxvFqFaHjOpW1bVnSUM1PN1f0p5P21wHxvg=="],
+
+    "@babel/helper-skip-transparent-expression-wrappers": ["@babel/helper-skip-transparent-expression-wrappers@7.25.9", "", { "dependencies": { "@babel/traverse": "^7.25.9", "@babel/types": "^7.25.9" } }, "sha512-K4Du3BFa3gvyhzgPcntrkDgZzQaq6uozzcpGbOO1OEJaI+EJdqWIMTLgFgQf6lrfiDFo5FU+BxKepI9RmZqahA=="],
+
+    "@babel/helper-string-parser": ["@babel/helper-string-parser@7.25.9", "", {}, "sha512-4A/SCr/2KLd5jrtOMFzaKjVtAei3+2r/NChoBNoZ3EyP/+GlhoaEGoWOZUmFmoITP7zOJyHIMm+DYRd8o3PvHA=="],
+
+    "@babel/helper-validator-identifier": ["@babel/helper-validator-identifier@7.25.9", "", {}, "sha512-Ed61U6XJc3CVRfkERJWDz4dJwKe7iLmmJsbOGu9wSloNSFttHV0I8g6UAgb7qnK5ly5bGLPd4oXZlxCdANBOWQ=="],
+
+    "@babel/helper-validator-option": ["@babel/helper-validator-option@7.25.9", "", {}, "sha512-e/zv1co8pp55dNdEcCynfj9X7nyUKUXoUEwfXqaZt0omVOmDe9oOTdKStH4GmAw6zxMFs50ZayuMfHDKlO7Tfw=="],
+
+    "@babel/helpers": ["@babel/helpers@7.27.0", "", { "dependencies": { "@babel/template": "^7.27.0", "@babel/types": "^7.27.0" } }, "sha512-U5eyP/CTFPuNE3qk+WZMxFkp/4zUzdceQlfzf7DdGdhp+Fezd7HD+i8Y24ZuTMKX3wQBld449jijbGq6OdGNQg=="],
+
+    "@babel/parser": ["@babel/parser@7.27.0", "", { "dependencies": { "@babel/types": "^7.27.0" }, "bin": "./bin/babel-parser.js" }, "sha512-iaepho73/2Pz7w2eMS0Q5f83+0RKI7i4xmiYeBmDzfRVbQtTOG7Ts0S4HzJVsTMGI9keU8rNfuZr8DKfSt7Yyg=="],
+
+    "@babel/plugin-transform-private-methods": ["@babel/plugin-transform-private-methods@7.25.9", "", { "dependencies": { "@babel/helper-create-class-features-plugin": "^7.25.9", "@babel/helper-plugin-utils": "^7.25.9" }, "peerDependencies": { "@babel/core": "^7.0.0-0" } }, "sha512-D/JUozNpQLAPUVusvqMxyvjzllRaF8/nSrP1s2YGQT/W4LHK4xxsMcHjhOGTS01mp9Hda8nswb+FblLdJornQw=="],
+
+    "@babel/plugin-transform-react-jsx-self": ["@babel/plugin-transform-react-jsx-self@7.25.9", "", { "dependencies": { "@babel/helper-plugin-utils": "^7.25.9" }, "peerDependencies": { "@babel/core": "^7.0.0-0" } }, "sha512-y8quW6p0WHkEhmErnfe58r7x0A70uKphQm8Sp8cV7tjNQwK56sNVK0M73LK3WuYmsuyrftut4xAkjjgU0twaMg=="],
+
+    "@babel/plugin-transform-react-jsx-source": ["@babel/plugin-transform-react-jsx-source@7.25.9", "", { "dependencies": { "@babel/helper-plugin-utils": "^7.25.9" }, "peerDependencies": { "@babel/core": "^7.0.0-0" } }, "sha512-+iqjT8xmXhhYv4/uiYd8FNQsraMFZIfxVSqxxVSZP0WbbSAWvBXAul0m/zu+7Vv4O/3WtApy9pmaTMiumEZgfg=="],
+
+    "@babel/template": ["@babel/template@7.27.0", "", { "dependencies": { "@babel/code-frame": "^7.26.2", "@babel/parser": "^7.27.0", "@babel/types": "^7.27.0" } }, "sha512-2ncevenBqXI6qRMukPlXwHKHchC7RyMuu4xv5JBXRfOGVcTy1mXCD12qrp7Jsoxll1EV3+9sE4GugBVRjT2jFA=="],
+
+    "@babel/traverse": ["@babel/traverse@7.27.0", "", { "dependencies": { "@babel/code-frame": "^7.26.2", "@babel/generator": "^7.27.0", "@babel/parser": "^7.27.0", "@babel/template": "^7.27.0", "@babel/types": "^7.27.0", "debug": "^4.3.1", "globals": "^11.1.0" } }, "sha512-19lYZFzYVQkkHkl4Cy4WrAVcqBkgvV2YM2TU3xG6DIwO7O3ecbDPfW3yM3bjAGcqcQHi+CCtjMR3dIEHxsd6bA=="],
+
+    "@babel/types": ["@babel/types@7.27.0", "", { "dependencies": { "@babel/helper-string-parser": "^7.25.9", "@babel/helper-validator-identifier": "^7.25.9" } }, "sha512-H45s8fVLYjbhFH62dIJ3WtmJ6RSPt/3DRO0ZcT2SUiYiQyz3BLVb9ADEnLl91m74aQPS3AzzeajZHYOalWe3bg=="],
+
+    "@esbuild/aix-ppc64": ["@esbuild/aix-ppc64@0.25.2", "", { "os": "aix", "cpu": "ppc64" }, "sha512-wCIboOL2yXZym2cgm6mlA742s9QeJ8DjGVaL39dLN4rRwrOgOyYSnOaFPhKZGLb2ngj4EyfAFjsNJwPXZvseag=="],
+
+    "@esbuild/android-arm": ["@esbuild/android-arm@0.25.2", "", { "os": "android", "cpu": "arm" }, "sha512-NQhH7jFstVY5x8CKbcfa166GoV0EFkaPkCKBQkdPJFvo5u+nGXLEH/ooniLb3QI8Fk58YAx7nsPLozUWfCBOJA=="],
+
+    "@esbuild/android-arm64": ["@esbuild/android-arm64@0.25.2", "", { "os": "android", "cpu": "arm64" }, "sha512-5ZAX5xOmTligeBaeNEPnPaeEuah53Id2tX4c2CVP3JaROTH+j4fnfHCkr1PjXMd78hMst+TlkfKcW/DlTq0i4w=="],
+
+    "@esbuild/android-x64": ["@esbuild/android-x64@0.25.2", "", { "os": "android", "cpu": "x64" }, "sha512-Ffcx+nnma8Sge4jzddPHCZVRvIfQ0kMsUsCMcJRHkGJ1cDmhe4SsrYIjLUKn1xpHZybmOqCWwB0zQvsjdEHtkg=="],
+
+    "@esbuild/darwin-arm64": ["@esbuild/darwin-arm64@0.25.2", "", { "os": "darwin", "cpu": "arm64" }, "sha512-MpM6LUVTXAzOvN4KbjzU/q5smzryuoNjlriAIx+06RpecwCkL9JpenNzpKd2YMzLJFOdPqBpuub6eVRP5IgiSA=="],
+
+    "@esbuild/darwin-x64": ["@esbuild/darwin-x64@0.25.2", "", { "os": "darwin", "cpu": "x64" }, "sha512-5eRPrTX7wFyuWe8FqEFPG2cU0+butQQVNcT4sVipqjLYQjjh8a8+vUTfgBKM88ObB85ahsnTwF7PSIt6PG+QkA=="],
+
+    "@esbuild/freebsd-arm64": ["@esbuild/freebsd-arm64@0.25.2", "", { "os": "freebsd", "cpu": "arm64" }, "sha512-mLwm4vXKiQ2UTSX4+ImyiPdiHjiZhIaE9QvC7sw0tZ6HoNMjYAqQpGyui5VRIi5sGd+uWq940gdCbY3VLvsO1w=="],
+
+    "@esbuild/freebsd-x64": ["@esbuild/freebsd-x64@0.25.2", "", { "os": "freebsd", "cpu": "x64" }, "sha512-6qyyn6TjayJSwGpm8J9QYYGQcRgc90nmfdUb0O7pp1s4lTY+9D0H9O02v5JqGApUyiHOtkz6+1hZNvNtEhbwRQ=="],
+
+    "@esbuild/linux-arm": ["@esbuild/linux-arm@0.25.2", "", { "os": "linux", "cpu": "arm" }, "sha512-UHBRgJcmjJv5oeQF8EpTRZs/1knq6loLxTsjc3nxO9eXAPDLcWW55flrMVc97qFPbmZP31ta1AZVUKQzKTzb0g=="],
+
+    "@esbuild/linux-arm64": ["@esbuild/linux-arm64@0.25.2", "", { "os": "linux", "cpu": "arm64" }, "sha512-gq/sjLsOyMT19I8obBISvhoYiZIAaGF8JpeXu1u8yPv8BE5HlWYobmlsfijFIZ9hIVGYkbdFhEqC0NvM4kNO0g=="],
+
+    "@esbuild/linux-ia32": ["@esbuild/linux-ia32@0.25.2", "", { "os": "linux", "cpu": "ia32" }, "sha512-bBYCv9obgW2cBP+2ZWfjYTU+f5cxRoGGQ5SeDbYdFCAZpYWrfjjfYwvUpP8MlKbP0nwZ5gyOU/0aUzZ5HWPuvQ=="],
+
+    "@esbuild/linux-loong64": ["@esbuild/linux-loong64@0.25.2", "", { "os": "linux", "cpu": "none" }, "sha512-SHNGiKtvnU2dBlM5D8CXRFdd+6etgZ9dXfaPCeJtz+37PIUlixvlIhI23L5khKXs3DIzAn9V8v+qb1TRKrgT5w=="],
+
+    "@esbuild/linux-mips64el": ["@esbuild/linux-mips64el@0.25.2", "", { "os": "linux", "cpu": "none" }, "sha512-hDDRlzE6rPeoj+5fsADqdUZl1OzqDYow4TB4Y/3PlKBD0ph1e6uPHzIQcv2Z65u2K0kpeByIyAjCmjn1hJgG0Q=="],
+
+    "@esbuild/linux-ppc64": ["@esbuild/linux-ppc64@0.25.2", "", { "os": "linux", "cpu": "ppc64" }, "sha512-tsHu2RRSWzipmUi9UBDEzc0nLc4HtpZEI5Ba+Omms5456x5WaNuiG3u7xh5AO6sipnJ9r4cRWQB2tUjPyIkc6g=="],
+
+    "@esbuild/linux-riscv64": ["@esbuild/linux-riscv64@0.25.2", "", { "os": "linux", "cpu": "none" }, "sha512-k4LtpgV7NJQOml/10uPU0s4SAXGnowi5qBSjaLWMojNCUICNu7TshqHLAEbkBdAszL5TabfvQ48kK84hyFzjnw=="],
+
+    "@esbuild/linux-s390x": ["@esbuild/linux-s390x@0.25.2", "", { "os": "linux", "cpu": "s390x" }, "sha512-GRa4IshOdvKY7M/rDpRR3gkiTNp34M0eLTaC1a08gNrh4u488aPhuZOCpkF6+2wl3zAN7L7XIpOFBhnaE3/Q8Q=="],
+
+    "@esbuild/linux-x64": ["@esbuild/linux-x64@0.25.2", "", { "os": "linux", "cpu": "x64" }, "sha512-QInHERlqpTTZ4FRB0fROQWXcYRD64lAoiegezDunLpalZMjcUcld3YzZmVJ2H/Cp0wJRZ8Xtjtj0cEHhYc/uUg=="],
+
+    "@esbuild/netbsd-arm64": ["@esbuild/netbsd-arm64@0.25.2", "", { "os": "none", "cpu": "arm64" }, "sha512-talAIBoY5M8vHc6EeI2WW9d/CkiO9MQJ0IOWX8hrLhxGbro/vBXJvaQXefW2cP0z0nQVTdQ/eNyGFV1GSKrxfw=="],
+
+    "@esbuild/netbsd-x64": ["@esbuild/netbsd-x64@0.25.2", "", { "os": "none", "cpu": "x64" }, "sha512-voZT9Z+tpOxrvfKFyfDYPc4DO4rk06qamv1a/fkuzHpiVBMOhpjK+vBmWM8J1eiB3OLSMFYNaOaBNLXGChf5tg=="],
+
+    "@esbuild/openbsd-arm64": ["@esbuild/openbsd-arm64@0.25.2", "", { "os": "openbsd", "cpu": "arm64" }, "sha512-dcXYOC6NXOqcykeDlwId9kB6OkPUxOEqU+rkrYVqJbK2hagWOMrsTGsMr8+rW02M+d5Op5NNlgMmjzecaRf7Tg=="],
+
+    "@esbuild/openbsd-x64": ["@esbuild/openbsd-x64@0.25.2", "", { "os": "openbsd", "cpu": "x64" }, "sha512-t/TkWwahkH0Tsgoq1Ju7QfgGhArkGLkF1uYz8nQS/PPFlXbP5YgRpqQR3ARRiC2iXoLTWFxc6DJMSK10dVXluw=="],
+
+    "@esbuild/sunos-x64": ["@esbuild/sunos-x64@0.25.2", "", { "os": "sunos", "cpu": "x64" }, "sha512-cfZH1co2+imVdWCjd+D1gf9NjkchVhhdpgb1q5y6Hcv9TP6Zi9ZG/beI3ig8TvwT9lH9dlxLq5MQBBgwuj4xvA=="],
+
+    "@esbuild/win32-arm64": ["@esbuild/win32-arm64@0.25.2", "", { "os": "win32", "cpu": "arm64" }, "sha512-7Loyjh+D/Nx/sOTzV8vfbB3GJuHdOQyrOryFdZvPHLf42Tk9ivBU5Aedi7iyX+x6rbn2Mh68T4qq1SDqJBQO5Q=="],
+
+    "@esbuild/win32-ia32": ["@esbuild/win32-ia32@0.25.2", "", { "os": "win32", "cpu": "ia32" }, "sha512-WRJgsz9un0nqZJ4MfhabxaD9Ft8KioqU3JMinOTvobbX6MOSUigSBlogP8QB3uxpJDsFS6yN+3FDBdqE5lg9kg=="],
+
+    "@esbuild/win32-x64": ["@esbuild/win32-x64@0.25.2", "", { "os": "win32", "cpu": "x64" }, "sha512-kM3HKb16VIXZyIeVrM1ygYmZBKybX8N4p754bw390wGO3Tf2j4L2/WYL+4suWujpgf6GBYs3jv7TyUivdd05JA=="],
+
+    "@eslint-community/eslint-utils": ["@eslint-community/eslint-utils@4.6.1", "", { "dependencies": { "eslint-visitor-keys": "^3.4.3" }, "peerDependencies": { "eslint": "^6.0.0 || ^7.0.0 || >=8.0.0" } }, "sha512-KTsJMmobmbrFLe3LDh0PC2FXpcSYJt/MLjlkh/9LEnmKYLSYmT/0EW9JWANjeoemiuZrmogti0tW5Ch+qNUYDw=="],
+
+    "@eslint-community/regexpp": ["@eslint-community/regexpp@4.12.1", "", {}, "sha512-CCZCDJuduB9OUkFkY2IgppNZMi2lBQgD2qzwXkEia16cge2pijY/aXi96CJMquDMn3nJdlPV1A5KrJEXwfLNzQ=="],
+
+    "@eslint/config-array": ["@eslint/config-array@0.20.0", "", { "dependencies": { "@eslint/object-schema": "^2.1.6", "debug": "^4.3.1", "minimatch": "^3.1.2" } }, "sha512-fxlS1kkIjx8+vy2SjuCB94q3htSNrufYTXubwiBFeaQHbH6Ipi43gFJq2zCMt6PHhImH3Xmr0NksKDvchWlpQQ=="],
+
+    "@eslint/config-helpers": ["@eslint/config-helpers@0.2.1", "", {}, "sha512-RI17tsD2frtDu/3dmI7QRrD4bedNKPM08ziRYaC5AhkGrzIAJelm9kJU1TznK+apx6V+cqRz8tfpEeG3oIyjxw=="],
+
+    "@eslint/core": ["@eslint/core@0.12.0", "", { "dependencies": { "@types/json-schema": "^7.0.15" } }, "sha512-cmrR6pytBuSMTaBweKoGMwu3EiHiEC+DoyupPmlZ0HxBJBtIxwe+j/E4XPIKNx+Q74c8lXKPwYawBf5glsTkHg=="],
+
+    "@eslint/eslintrc": ["@eslint/eslintrc@3.3.1", "", { "dependencies": { "ajv": "^6.12.4", "debug": "^4.3.2", "espree": "^10.0.1", "globals": "^14.0.0", "ignore": "^5.2.0", "import-fresh": "^3.2.1", "js-yaml": "^4.1.0", "minimatch": "^3.1.2", "strip-json-comments": "^3.1.1" } }, "sha512-gtF186CXhIl1p4pJNGZw8Yc6RlshoePRvE0X91oPGb3vZ8pM3qOS9W9NGPat9LziaBV7XrJWGylNQXkGcnM3IQ=="],
+
+    "@eslint/js": ["@eslint/js@9.24.0", "", {}, "sha512-uIY/y3z0uvOGX8cp1C2fiC4+ZmBhp6yZWkojtHL1YEMnRt1Y63HB9TM17proGEmeG7HeUY+UP36F0aknKYTpYA=="],
+
+    "@eslint/object-schema": ["@eslint/object-schema@2.1.6", "", {}, "sha512-RBMg5FRL0I0gs51M/guSAj5/e14VQ4tpZnQNWwuDT66P14I43ItmPfIZRhO9fUVIPOAQXU47atlywZ/czoqFPA=="],
+
+    "@eslint/plugin-kit": ["@eslint/plugin-kit@0.2.8", "", { "dependencies": { "@eslint/core": "^0.13.0", "levn": "^0.4.1" } }, "sha512-ZAoA40rNMPwSm+AeHpCq8STiNAwzWLJuP8Xv4CHIc9wv/PSuExjMrmjfYNj682vW0OOiZ1HKxzvjQr9XZIisQA=="],
+
+    "@humanfs/core": ["@humanfs/core@0.19.1", "", {}, "sha512-5DyQ4+1JEUzejeK1JGICcideyfUbGixgS9jNgex5nqkW+cY7WZhxBigmieN5Qnw9ZosSNVC9KQKyb+GUaGyKUA=="],
+
+    "@humanfs/node": ["@humanfs/node@0.16.6", "", { "dependencies": { "@humanfs/core": "^0.19.1", "@humanwhocodes/retry": "^0.3.0" } }, "sha512-YuI2ZHQL78Q5HbhDiBA1X4LmYdXCKCMQIfw0pw7piHJwyREFebJUvrQN4cMssyES6x+vfUbx1CIpaQUKYdQZOw=="],
+
+    "@humanwhocodes/module-importer": ["@humanwhocodes/module-importer@1.0.1", "", {}, "sha512-bxveV4V8v5Yb4ncFTT3rPSgZBOpCkjfK0y4oVVVJwIuDVBRMDXrPyXRL988i5ap9m9bnyEEjWfm5WkBmtffLfA=="],
+
+    "@humanwhocodes/retry": ["@humanwhocodes/retry@0.4.2", "", {}, "sha512-xeO57FpIu4p1Ri3Jq/EXq4ClRm86dVF2z/+kvFnyqVYRavTZmaFaUBbWCOuuTh0o/g7DSsk6kc2vrS4Vl5oPOQ=="],
+
+    "@jridgewell/gen-mapping": ["@jridgewell/gen-mapping@0.3.8", "", { "dependencies": { "@jridgewell/set-array": "^1.2.1", "@jridgewell/sourcemap-codec": "^1.4.10", "@jridgewell/trace-mapping": "^0.3.24" } }, "sha512-imAbBGkb+ebQyxKgzv5Hu2nmROxoDOXHh80evxdoXNOrvAnVx7zimzc1Oo5h9RlfV4vPXaE2iM5pOFbvOCClWA=="],
+
+    "@jridgewell/resolve-uri": ["@jridgewell/resolve-uri@3.1.2", "", {}, "sha512-bRISgCIjP20/tbWSPWMEi54QVPRZExkuD9lJL+UIxUKtwVJA8wW1Trb1jMs1RFXo1CBTNZ/5hpC9QvmKWdopKw=="],
+
+    "@jridgewell/set-array": ["@jridgewell/set-array@1.2.1", "", {}, "sha512-R8gLRTZeyp03ymzP/6Lil/28tGeGEzhx1q2k703KGWRAI1VdvPIXdG70VJc2pAMw3NA6JKL5hhFu1sJX0Mnn/A=="],
+
+    "@jridgewell/sourcemap-codec": ["@jridgewell/sourcemap-codec@1.5.0", "", {}, "sha512-gv3ZRaISU3fjPAgNsriBRqGWQL6quFx04YMPW/zD8XMLsU32mhCCbfbO6KZFLjvYpCZ8zyDEgqsgf+PwPaM7GQ=="],
+
+    "@jridgewell/trace-mapping": ["@jridgewell/trace-mapping@0.3.25", "", { "dependencies": { "@jridgewell/resolve-uri": "^3.1.0", "@jridgewell/sourcemap-codec": "^1.4.14" } }, "sha512-vNk6aEwybGtawWmy/PzwnGDOjCkLWSD2wqvjGGAgOAwCGWySYXfYoxt00IJkTF+8Lb57DwOb3Aa0o9CApepiYQ=="],
+
+    "@rollup/rollup-android-arm-eabi": ["@rollup/rollup-android-arm-eabi@4.40.0", "", { "os": "android", "cpu": "arm" }, "sha512-+Fbls/diZ0RDerhE8kyC6hjADCXA1K4yVNlH0EYfd2XjyH0UGgzaQ8MlT0pCXAThfxv3QUAczHaL+qSv1E4/Cg=="],
+
+    "@rollup/rollup-android-arm64": ["@rollup/rollup-android-arm64@4.40.0", "", { "os": "android", "cpu": "arm64" }, "sha512-PPA6aEEsTPRz+/4xxAmaoWDqh67N7wFbgFUJGMnanCFs0TV99M0M8QhhaSCks+n6EbQoFvLQgYOGXxlMGQe/6w=="],
+
+    "@rollup/rollup-darwin-arm64": ["@rollup/rollup-darwin-arm64@4.40.0", "", { "os": "darwin", "cpu": "arm64" }, "sha512-GwYOcOakYHdfnjjKwqpTGgn5a6cUX7+Ra2HeNj/GdXvO2VJOOXCiYYlRFU4CubFM67EhbmzLOmACKEfvp3J1kQ=="],
+
+    "@rollup/rollup-darwin-x64": ["@rollup/rollup-darwin-x64@4.40.0", "", { "os": "darwin", "cpu": "x64" }, "sha512-CoLEGJ+2eheqD9KBSxmma6ld01czS52Iw0e2qMZNpPDlf7Z9mj8xmMemxEucinev4LgHalDPczMyxzbq+Q+EtA=="],
+
+    "@rollup/rollup-freebsd-arm64": ["@rollup/rollup-freebsd-arm64@4.40.0", "", { "os": "freebsd", "cpu": "arm64" }, "sha512-r7yGiS4HN/kibvESzmrOB/PxKMhPTlz+FcGvoUIKYoTyGd5toHp48g1uZy1o1xQvybwwpqpe010JrcGG2s5nkg=="],
+
+    "@rollup/rollup-freebsd-x64": ["@rollup/rollup-freebsd-x64@4.40.0", "", { "os": "freebsd", "cpu": "x64" }, "sha512-mVDxzlf0oLzV3oZOr0SMJ0lSDd3xC4CmnWJ8Val8isp9jRGl5Dq//LLDSPFrasS7pSm6m5xAcKaw3sHXhBjoRw=="],
+
+    "@rollup/rollup-linux-arm-gnueabihf": ["@rollup/rollup-linux-arm-gnueabihf@4.40.0", "", { "os": "linux", "cpu": "arm" }, "sha512-y/qUMOpJxBMy8xCXD++jeu8t7kzjlOCkoxxajL58G62PJGBZVl/Gwpm7JK9+YvlB701rcQTzjUZ1JgUoPTnoQA=="],
+
+    "@rollup/rollup-linux-arm-musleabihf": ["@rollup/rollup-linux-arm-musleabihf@4.40.0", "", { "os": "linux", "cpu": "arm" }, "sha512-GoCsPibtVdJFPv/BOIvBKO/XmwZLwaNWdyD8TKlXuqp0veo2sHE+A/vpMQ5iSArRUz/uaoj4h5S6Pn0+PdhRjg=="],
+
+    "@rollup/rollup-linux-arm64-gnu": ["@rollup/rollup-linux-arm64-gnu@4.40.0", "", { "os": "linux", "cpu": "arm64" }, "sha512-L5ZLphTjjAD9leJzSLI7rr8fNqJMlGDKlazW2tX4IUF9P7R5TMQPElpH82Q7eNIDQnQlAyiNVfRPfP2vM5Avvg=="],
+
+    "@rollup/rollup-linux-arm64-musl": ["@rollup/rollup-linux-arm64-musl@4.40.0", "", { "os": "linux", "cpu": "arm64" }, "sha512-ATZvCRGCDtv1Y4gpDIXsS+wfFeFuLwVxyUBSLawjgXK2tRE6fnsQEkE4csQQYWlBlsFztRzCnBvWVfcae/1qxQ=="],
+
+    "@rollup/rollup-linux-loongarch64-gnu": ["@rollup/rollup-linux-loongarch64-gnu@4.40.0", "", { "os": "linux", "cpu": "none" }, "sha512-wG9e2XtIhd++QugU5MD9i7OnpaVb08ji3P1y/hNbxrQ3sYEelKJOq1UJ5dXczeo6Hj2rfDEL5GdtkMSVLa/AOg=="],
+
+    "@rollup/rollup-linux-powerpc64le-gnu": ["@rollup/rollup-linux-powerpc64le-gnu@4.40.0", "", { "os": "linux", "cpu": "ppc64" }, "sha512-vgXfWmj0f3jAUvC7TZSU/m/cOE558ILWDzS7jBhiCAFpY2WEBn5jqgbqvmzlMjtp8KlLcBlXVD2mkTSEQE6Ixw=="],
+
+    "@rollup/rollup-linux-riscv64-gnu": ["@rollup/rollup-linux-riscv64-gnu@4.40.0", "", { "os": "linux", "cpu": "none" }, "sha512-uJkYTugqtPZBS3Z136arevt/FsKTF/J9dEMTX/cwR7lsAW4bShzI2R0pJVw+hcBTWF4dxVckYh72Hk3/hWNKvA=="],
+
+    "@rollup/rollup-linux-riscv64-musl": ["@rollup/rollup-linux-riscv64-musl@4.40.0", "", { "os": "linux", "cpu": "none" }, "sha512-rKmSj6EXQRnhSkE22+WvrqOqRtk733x3p5sWpZilhmjnkHkpeCgWsFFo0dGnUGeA+OZjRl3+VYq+HyCOEuwcxQ=="],
+
+    "@rollup/rollup-linux-s390x-gnu": ["@rollup/rollup-linux-s390x-gnu@4.40.0", "", { "os": "linux", "cpu": "s390x" }, "sha512-SpnYlAfKPOoVsQqmTFJ0usx0z84bzGOS9anAC0AZ3rdSo3snecihbhFTlJZ8XMwzqAcodjFU4+/SM311dqE5Sw=="],
+
+    "@rollup/rollup-linux-x64-gnu": ["@rollup/rollup-linux-x64-gnu@4.40.0", "", { "os": "linux", "cpu": "x64" }, "sha512-RcDGMtqF9EFN8i2RYN2W+64CdHruJ5rPqrlYw+cgM3uOVPSsnAQps7cpjXe9be/yDp8UC7VLoCoKC8J3Kn2FkQ=="],
+
+    "@rollup/rollup-linux-x64-musl": ["@rollup/rollup-linux-x64-musl@4.40.0", "", { "os": "linux", "cpu": "x64" }, "sha512-HZvjpiUmSNx5zFgwtQAV1GaGazT2RWvqeDi0hV+AtC8unqqDSsaFjPxfsO6qPtKRRg25SisACWnJ37Yio8ttaw=="],
+
+    "@rollup/rollup-win32-arm64-msvc": ["@rollup/rollup-win32-arm64-msvc@4.40.0", "", { "os": "win32", "cpu": "arm64" }, "sha512-UtZQQI5k/b8d7d3i9AZmA/t+Q4tk3hOC0tMOMSq2GlMYOfxbesxG4mJSeDp0EHs30N9bsfwUvs3zF4v/RzOeTQ=="],
+
+    "@rollup/rollup-win32-ia32-msvc": ["@rollup/rollup-win32-ia32-msvc@4.40.0", "", { "os": "win32", "cpu": "ia32" }, "sha512-+m03kvI2f5syIqHXCZLPVYplP8pQch9JHyXKZ3AGMKlg8dCyr2PKHjwRLiW53LTrN/Nc3EqHOKxUxzoSPdKddA=="],
+
+    "@rollup/rollup-win32-x64-msvc": ["@rollup/rollup-win32-x64-msvc@4.40.0", "", { "os": "win32", "cpu": "x64" }, "sha512-lpPE1cLfP5oPzVjKMx10pgBmKELQnFJXHgvtHCtuJWOv8MxqdEIMNtgHgBFf7Ea2/7EuVwa9fodWUfXAlXZLZQ=="],
+
+    "@types/babel__core": ["@types/babel__core@7.20.5", "", { "dependencies": { "@babel/parser": "^7.20.7", "@babel/types": "^7.20.7", "@types/babel__generator": "*", "@types/babel__template": "*", "@types/babel__traverse": "*" } }, "sha512-qoQprZvz5wQFJwMDqeseRXWv3rqMvhgpbXFfVyWhbx9X47POIA6i/+dXefEmZKoAgOaTdaIgNSMqMIU61yRyzA=="],
+
+    "@types/babel__generator": ["@types/babel__generator@7.27.0", "", { "dependencies": { "@babel/types": "^7.0.0" } }, "sha512-ufFd2Xi92OAVPYsy+P4n7/U7e68fex0+Ee8gSG9KX7eo084CWiQ4sdxktvdl0bOPupXtVJPY19zk6EwWqUQ8lg=="],
+
+    "@types/babel__template": ["@types/babel__template@7.4.4", "", { "dependencies": { "@babel/parser": "^7.1.0", "@babel/types": "^7.0.0" } }, "sha512-h/NUaSyG5EyxBIp8YRxo4RMe2/qQgvyowRwVMzhYhBCONbW8PUsg4lkFMrhgZhUe5z3L3MiLDuvyJ/CaPa2A8A=="],
+
+    "@types/babel__traverse": ["@types/babel__traverse@7.20.7", "", { "dependencies": { "@babel/types": "^7.20.7" } }, "sha512-dkO5fhS7+/oos4ciWxyEyjWe48zmG6wbCheo/G2ZnHx4fs3EU6YC6UM8rk56gAjNJ9P3MTH2jo5jb92/K6wbng=="],
+
+    "@types/estree": ["@types/estree@1.0.7", "", {}, "sha512-w28IoSUCJpidD/TGviZwwMJckNESJZXFu7NBZ5YJ4mEUnNraUn9Pm8HSZm/jDF1pDWYKspWE7oVphigUPRakIQ=="],
+
+    "@types/json-schema": ["@types/json-schema@7.0.15", "", {}, "sha512-5+fP8P8MFNC+AyZCDxrB2pkZFPGzqQWUzpSeuuVLvm8VMcorNYavBqoFcxK8bQz4Qsbn4oUEEem4wDLfcysGHA=="],
+
+    "@types/react": ["@types/react@19.1.2", "", { "dependencies": { "csstype": "^3.0.2" } }, "sha512-oxLPMytKchWGbnQM9O7D67uPa9paTNxO7jVoNMXgkkErULBPhPARCfkKL9ytcIJJRGjbsVwW4ugJzyFFvm/Tiw=="],
+
+    "@types/react-dom": ["@types/react-dom@19.1.2", "", { "peerDependencies": { "@types/react": "^19.0.0" } }, "sha512-XGJkWF41Qq305SKWEILa1O8vzhb3aOo3ogBlSmiqNko/WmRb6QIaweuZCXjKygVDXpzXb5wyxKTSOsmkuqj+Qw=="],
+
+    "@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=="],
+
+    "acorn-jsx": ["acorn-jsx@5.3.2", "", { "peerDependencies": { "acorn": "^6.0.0 || ^7.0.0 || ^8.0.0" } }, "sha512-rq9s+JNhf0IChjtDXxllJ7g41oZk5SlXtp0LHwyA5cejwn7vKmKp4pPri6YEePv2PU65sAsegbXtIinmDFDXgQ=="],
+
+    "ajv": ["ajv@6.12.6", "", { "dependencies": { "fast-deep-equal": "^3.1.1", "fast-json-stable-stringify": "^2.0.0", "json-schema-traverse": "^0.4.1", "uri-js": "^4.2.2" } }, "sha512-j3fVLgvTo527anyYyJOGTYJbG+vnnQYvE0m5mmkc1TK+nxAppkCLMIL0aZ4dblVCNoGShhm+kzE4ZUykBoMg4g=="],
+
+    "ansi-styles": ["ansi-styles@4.3.0", "", { "dependencies": { "color-convert": "^2.0.1" } }, "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg=="],
+
+    "argparse": ["argparse@2.0.1", "", {}, "sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q=="],
+
+    "balanced-match": ["balanced-match@1.0.2", "", {}, "sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw=="],
+
+    "brace-expansion": ["brace-expansion@1.1.11", "", { "dependencies": { "balanced-match": "^1.0.0", "concat-map": "0.0.1" } }, "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA=="],
+
+    "browserslist": ["browserslist@4.24.4", "", { "dependencies": { "caniuse-lite": "^1.0.30001688", "electron-to-chromium": "^1.5.73", "node-releases": "^2.0.19", "update-browserslist-db": "^1.1.1" }, "bin": { "browserslist": "cli.js" } }, "sha512-KDi1Ny1gSePi1vm0q4oxSF8b4DR44GF4BbmS2YdhPLOEqd8pDviZOGH/GsmRwoWJ2+5Lr085X7naowMwKHDG1A=="],
+
+    "callsites": ["callsites@3.1.0", "", {}, "sha512-P8BjAsXvZS+VIDUI11hHCQEv74YT67YUi5JJFNWIqL235sBmjX4+qx9Muvls5ivyNENctx46xQLQ3aTuE7ssaQ=="],
+
+    "caniuse-lite": ["caniuse-lite@1.0.30001714", "", {}, "sha512-mtgapdwDLSSBnCI3JokHM7oEQBLxiJKVRtg10AxM1AyeiKcM96f0Mkbqeq+1AbiCtvMcHRulAAEMu693JrSWqg=="],
+
+    "chalk": ["chalk@4.1.2", "", { "dependencies": { "ansi-styles": "^4.1.0", "supports-color": "^7.1.0" } }, "sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA=="],
+
+    "color-convert": ["color-convert@2.0.1", "", { "dependencies": { "color-name": "~1.1.4" } }, "sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ=="],
+
+    "color-name": ["color-name@1.1.4", "", {}, "sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA=="],
+
+    "concat-map": ["concat-map@0.0.1", "", {}, "sha512-/Srv4dswyQNBfohGpz9o6Yb3Gz3SrUDqBH5rTuhGR7ahtlbYKnVxw2bCFMRljaA7EXHaXZ8wsHdodFvbkhKmqg=="],
+
+    "convert-source-map": ["convert-source-map@2.0.0", "", {}, "sha512-Kvp459HrV2FEJ1CAsi1Ku+MY3kasH19TFykTz2xWmMeq6bk2NU3XXvfJ+Q61m0xktWwt+1HSYf3JZsTms3aRJg=="],
+
+    "cookie": ["cookie@1.0.2", "", {}, "sha512-9Kr/j4O16ISv8zBBhJoi4bXOYNTkFLOqSL3UDB0njXxCXNezjeyVrJyGOWtgfs/q2km1gwBcfH8q1yEGoMYunA=="],
+
+    "cross-spawn": ["cross-spawn@7.0.6", "", { "dependencies": { "path-key": "^3.1.0", "shebang-command": "^2.0.0", "which": "^2.0.1" } }, "sha512-uV2QOWP2nWzsy2aMp8aRibhi9dlzF5Hgh5SHaB9OiTGEyDTiJJyx0uy51QXdyWbtAHNua4XJzUKca3OzKUd3vA=="],
+
+    "csstype": ["csstype@3.1.3", "", {}, "sha512-M1uQkMl8rQK/szD0LNhtqxIPLpimGm8sOBwU7lLnCpSbTyY3yeU1Vc7l4KT5zT4s/yOxHH5O7tIuuLOCnLADRw=="],
+
+    "debug": ["debug@4.4.0", "", { "dependencies": { "ms": "^2.1.3" } }, "sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA=="],
+
+    "deep-is": ["deep-is@0.1.4", "", {}, "sha512-oIPzksmTg4/MriiaYGO+okXDT7ztn/w3Eptv/+gSIdMdKsJo0u4CfYNFJPy+4SKMuCqGw2wxnA+URMg3t8a/bQ=="],
+
+    "electron-to-chromium": ["electron-to-chromium@1.5.137", "", {}, "sha512-/QSJaU2JyIuTbbABAo/crOs+SuAZLS+fVVS10PVrIT9hrRkmZl8Hb0xPSkKRUUWHQtYzXHpQUW3Dy5hwMzGZkA=="],
+
+    "esbuild": ["esbuild@0.25.2", "", { "optionalDependencies": { "@esbuild/aix-ppc64": "0.25.2", "@esbuild/android-arm": "0.25.2", "@esbuild/android-arm64": "0.25.2", "@esbuild/android-x64": "0.25.2", "@esbuild/darwin-arm64": "0.25.2", "@esbuild/darwin-x64": "0.25.2", "@esbuild/freebsd-arm64": "0.25.2", "@esbuild/freebsd-x64": "0.25.2", "@esbuild/linux-arm": "0.25.2", "@esbuild/linux-arm64": "0.25.2", "@esbuild/linux-ia32": "0.25.2", "@esbuild/linux-loong64": "0.25.2", "@esbuild/linux-mips64el": "0.25.2", "@esbuild/linux-ppc64": "0.25.2", "@esbuild/linux-riscv64": "0.25.2", "@esbuild/linux-s390x": "0.25.2", "@esbuild/linux-x64": "0.25.2", "@esbuild/netbsd-arm64": "0.25.2", "@esbuild/netbsd-x64": "0.25.2", "@esbuild/openbsd-arm64": "0.25.2", "@esbuild/openbsd-x64": "0.25.2", "@esbuild/sunos-x64": "0.25.2", "@esbuild/win32-arm64": "0.25.2", "@esbuild/win32-ia32": "0.25.2", "@esbuild/win32-x64": "0.25.2" }, "bin": { "esbuild": "bin/esbuild" } }, "sha512-16854zccKPnC+toMywC+uKNeYSv+/eXkevRAfwRD/G9Cleq66m8XFIrigkbvauLLlCfDL45Q2cWegSg53gGBnQ=="],
+
+    "escalade": ["escalade@3.2.0", "", {}, "sha512-WUj2qlxaQtO4g6Pq5c29GTcWGDyd8itL8zTlipgECz3JesAiiOKotd8JU6otB3PACgG6xkJUyVhboMS+bje/jA=="],
+
+    "escape-string-regexp": ["escape-string-regexp@4.0.0", "", {}, "sha512-TtpcNJ3XAzx3Gq8sWRzJaVajRs0uVxA2YAkdb1jm2YkPz4G6egUFAyA3n5vtEIZefPk5Wa4UXbKuS5fKkJWdgA=="],
+
+    "eslint": ["eslint@9.24.0", "", { "dependencies": { "@eslint-community/eslint-utils": "^4.2.0", "@eslint-community/regexpp": "^4.12.1", "@eslint/config-array": "^0.20.0", "@eslint/config-helpers": "^0.2.0", "@eslint/core": "^0.12.0", "@eslint/eslintrc": "^3.3.1", "@eslint/js": "9.24.0", "@eslint/plugin-kit": "^0.2.7", "@humanfs/node": "^0.16.6", "@humanwhocodes/module-importer": "^1.0.1", "@humanwhocodes/retry": "^0.4.2", "@types/estree": "^1.0.6", "@types/json-schema": "^7.0.15", "ajv": "^6.12.4", "chalk": "^4.0.0", "cross-spawn": "^7.0.6", "debug": "^4.3.2", "escape-string-regexp": "^4.0.0", "eslint-scope": "^8.3.0", "eslint-visitor-keys": "^4.2.0", "espree": "^10.3.0", "esquery": "^1.5.0", "esutils": "^2.0.2", "fast-deep-equal": "^3.1.3", "file-entry-cache": "^8.0.0", "find-up": "^5.0.0", "glob-parent": "^6.0.2", "ignore": "^5.2.0", "imurmurhash": "^0.1.4", "is-glob": "^4.0.0", "json-stable-stringify-without-jsonify": "^1.0.1", "lodash.merge": "^4.6.2", "minimatch": "^3.1.2", "natural-compare": "^1.4.0", "optionator": "^0.9.3" }, "peerDependencies": { "jiti": "*" }, "optionalPeers": ["jiti"], "bin": { "eslint": "bin/eslint.js" } }, "sha512-eh/jxIEJyZrvbWRe4XuVclLPDYSYYYgLy5zXGGxD6j8zjSAxFEzI2fL/8xNq6O2yKqVt+eF2YhV+hxjV6UKXwQ=="],
+
+    "eslint-plugin-react-hooks": ["eslint-plugin-react-hooks@6.0.0", "", { "dependencies": { "@babel/core": "^7.24.4", "@babel/parser": "^7.24.4", "@babel/plugin-transform-private-methods": "^7.24.4", "hermes-parser": "^0.25.1", "zod": "^3.22.4", "zod-validation-error": "^3.0.3" }, "peerDependencies": { "eslint": "^3.0.0 || ^4.0.0 || ^5.0.0 || ^6.0.0 || ^7.0.0 || ^8.0.0-0 || ^9.0.0" } }, "sha512-NyC3yIC9fazLitYiN8eHykV5wLp/SMuUZMh+sdPSHIeN4ReXIc7if40jtGjDplAgVL/4OkN1d9gneWe9lFZgag=="],
+
+    "eslint-plugin-react-refresh": ["eslint-plugin-react-refresh@0.4.19", "", { "peerDependencies": { "eslint": ">=8.40" } }, "sha512-eyy8pcr/YxSYjBoqIFSrlbn9i/xvxUFa8CjzAYo9cFjgGXqq1hyjihcpZvxRLalpaWmueWR81xn7vuKmAFijDQ=="],
+
+    "eslint-scope": ["eslint-scope@8.3.0", "", { "dependencies": { "esrecurse": "^4.3.0", "estraverse": "^5.2.0" } }, "sha512-pUNxi75F8MJ/GdeKtVLSbYg4ZI34J6C0C7sbL4YOp2exGwen7ZsuBqKzUhXd0qMQ362yET3z+uPwKeg/0C2XCQ=="],
+
+    "eslint-visitor-keys": ["eslint-visitor-keys@4.2.0", "", {}, "sha512-UyLnSehNt62FFhSwjZlHmeokpRK59rcz29j+F1/aDgbkbRTk7wIc9XzdoasMUbRNKDM0qQt/+BJ4BrpFeABemw=="],
+
+    "espree": ["espree@10.3.0", "", { "dependencies": { "acorn": "^8.14.0", "acorn-jsx": "^5.3.2", "eslint-visitor-keys": "^4.2.0" } }, "sha512-0QYC8b24HWY8zjRnDTL6RiHfDbAWn63qb4LMj1Z4b076A4une81+z03Kg7l7mn/48PUTqoLptSXez8oknU8Clg=="],
+
+    "esquery": ["esquery@1.6.0", "", { "dependencies": { "estraverse": "^5.1.0" } }, "sha512-ca9pw9fomFcKPvFLXhBKUK90ZvGibiGOvRJNbjljY7s7uq/5YO4BOzcYtJqExdx99rF6aAcnRxHmcUHcz6sQsg=="],
+
+    "esrecurse": ["esrecurse@4.3.0", "", { "dependencies": { "estraverse": "^5.2.0" } }, "sha512-KmfKL3b6G+RXvP8N1vr3Tq1kL/oCFgn2NYXEtqP8/L3pKapUA4G8cFVaoF3SU323CD4XypR/ffioHmkti6/Tag=="],
+
+    "estraverse": ["estraverse@5.3.0", "", {}, "sha512-MMdARuVEQziNTeJD8DgMqmhwR11BRQ/cBP+pLtYdSTnf3MIO8fFeiINEbX36ZdNlfU/7A9f3gUw49B3oQsvwBA=="],
+
+    "esutils": ["esutils@2.0.3", "", {}, "sha512-kVscqXk4OCp68SZ0dkgEKVi6/8ij300KBWTJq32P/dYeWTSwK41WyTxalN1eRmA5Z9UU/LX9D7FWSmV9SAYx6g=="],
+
+    "fast-deep-equal": ["fast-deep-equal@3.1.3", "", {}, "sha512-f3qQ9oQy9j2AhBe/H9VC91wLmKBCCU/gDOnKNAYG5hswO7BLKj09Hc5HYNz9cGI++xlpDCIgDaitVs03ATR84Q=="],
+
+    "fast-json-stable-stringify": ["fast-json-stable-stringify@2.1.0", "", {}, "sha512-lhd/wF+Lk98HZoTCtlVraHtfh5XYijIjalXck7saUtuanSDyLMxnHhSXEDJqHxD7msR8D0uCmqlkwjCV8xvwHw=="],
+
+    "fast-levenshtein": ["fast-levenshtein@2.0.6", "", {}, "sha512-DCXu6Ifhqcks7TZKY3Hxp3y6qphY5SJZmrWMDrKcERSOXWQdMhU9Ig/PYrzyw/ul9jOIyh0N4M0tbC5hodg8dw=="],
+
+    "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=="],
+
+    "find-up": ["find-up@5.0.0", "", { "dependencies": { "locate-path": "^6.0.0", "path-exists": "^4.0.0" } }, "sha512-78/PXT1wlLLDgTzDs7sjq9hzz0vXD+zn+7wypEe4fXQxCmdmqfGsEPQxmiCSQI3ajFV91bVSsvNtrJRiW6nGng=="],
+
+    "flat-cache": ["flat-cache@4.0.1", "", { "dependencies": { "flatted": "^3.2.9", "keyv": "^4.5.4" } }, "sha512-f7ccFPK3SXFHpx15UIGyRJ/FJQctuKZ0zVuN3frBo4HnK3cay9VEW0R6yPYFHC0AgqhukPzKjq22t5DmAyqGyw=="],
+
+    "flatted": ["flatted@3.3.3", "", {}, "sha512-GX+ysw4PBCz0PzosHDepZGANEuFCMLrnRTiEy9McGjmkCQYwRq4A/X786G/fjM/+OjsWSU1ZrY5qyARZmO/uwg=="],
+
+    "fsevents": ["fsevents@2.3.3", "", { "os": "darwin" }, "sha512-5xoDfX+fL7faATnagmWPpbFtwh/R77WmMMqqHGS65C3vvB0YHrgF+B1YmZ3441tMj5n63k0212XNoJwzlhffQw=="],
+
+    "gensync": ["gensync@1.0.0-beta.2", "", {}, "sha512-3hN7NaskYvMDLQY55gnW3NQ+mesEAepTqlg+VEbj7zzqEMBVNhzcGYYeqFo/TlYz6eQiFcp1HcsCZO+nGgS8zg=="],
+
+    "glob-parent": ["glob-parent@6.0.2", "", { "dependencies": { "is-glob": "^4.0.3" } }, "sha512-XxwI8EOhVQgWp6iDL+3b0r86f4d6AX6zSU55HfB4ydCEuXLXc5FcYeOu+nnGftS4TEju/11rt4KJPTMgbfmv4A=="],
+
+    "globals": ["globals@16.0.0", "", {}, "sha512-iInW14XItCXET01CQFqudPOWP2jYMl7T+QRQT+UNcR/iQncN/F0UNpgd76iFkBPgNQb4+X3LV9tLJYzwh+Gl3A=="],
+
+    "has-flag": ["has-flag@4.0.0", "", {}, "sha512-EykJT/Q1KjTWctppgIAgfSO0tKVuZUjhgMr17kqTumMl6Afv3EISleU7qZUzoXDFTAHTDC4NOoG/ZxU3EvlMPQ=="],
+
+    "hermes-estree": ["hermes-estree@0.25.1", "", {}, "sha512-0wUoCcLp+5Ev5pDW2OriHC2MJCbwLwuRx+gAqMTOkGKJJiBCLjtrvy4PWUGn6MIVefecRpzoOZ/UV6iGdOr+Cw=="],
+
+    "hermes-parser": ["hermes-parser@0.25.1", "", { "dependencies": { "hermes-estree": "0.25.1" } }, "sha512-6pEjquH3rqaI6cYAXYPcz9MS4rY6R4ngRgrgfDshRptUZIc3lw0MCIJIGDj9++mfySOuPTHB4nrSW99BCvOPIA=="],
+
+    "highlight.js": ["highlight.js@11.11.1", "", {}, "sha512-Xwwo44whKBVCYoliBQwaPvtd/2tYFkRQtXDWj1nackaV2JPXx3L0+Jvd8/qCJ2p+ML0/XVkJ2q+Mr+UVdpJK5w=="],
+
+    "ignore": ["ignore@5.3.2", "", {}, "sha512-hsBTNUqQTDwkWtcdYI2i06Y/nUBEsNEDJKjWdigLvegy8kDuJAS8uRlpkkcQpyEXL0Z/pjDy5HBmMjRCJ2gq+g=="],
+
+    "import-fresh": ["import-fresh@3.3.1", "", { "dependencies": { "parent-module": "^1.0.0", "resolve-from": "^4.0.0" } }, "sha512-TR3KfrTZTYLPB6jUjfx6MF9WcWrHL9su5TObK4ZkYgBdWKPOFoSoQIdEuTuR82pmtxH2spWG9h6etwfr1pLBqQ=="],
+
+    "imurmurhash": ["imurmurhash@0.1.4", "", {}, "sha512-JmXMZ6wuvDmLiHEml9ykzqO6lwFbof0GG4IkcGaENdCRDDmMVnny7s5HsIgHCbaq0w2MyPhDqkhTUgS2LU2PHA=="],
+
+    "is-extglob": ["is-extglob@2.1.1", "", {}, "sha512-SbKbANkN603Vi4jEZv49LeVJMn4yGwsbzZworEoyEiutsN3nJYdbO36zfhGJ6QEDpOZIFkDtnq5JRxmvl3jsoQ=="],
+
+    "is-glob": ["is-glob@4.0.3", "", { "dependencies": { "is-extglob": "^2.1.1" } }, "sha512-xelSayHH36ZgE7ZWhli7pW34hNbNl8Ojv5KVmkJD4hBdD3th8Tfk9vYasLM+mXWOZhFkgZfxhLSnrwRr4elSSg=="],
+
+    "isexe": ["isexe@2.0.0", "", {}, "sha512-RHxMLp9lnKHGHRng9QFhRCMbYAcVpn69smSGcq3f36xjgVVWThj4qqLbTLlq7Ssj8B+fIQ1EuCEGI2lKsyQeIw=="],
+
+    "js-tokens": ["js-tokens@4.0.0", "", {}, "sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ=="],
+
+    "js-yaml": ["js-yaml@4.1.0", "", { "dependencies": { "argparse": "^2.0.1" }, "bin": { "js-yaml": "bin/js-yaml.js" } }, "sha512-wpxZs9NoxZaJESJGIZTyDEaYpl0FKSA+FB9aJiyemKhMwkxQg63h4T1KJgUGHpTqPDNRcmmYLugrRjJlBtWvRA=="],
+
+    "jsesc": ["jsesc@3.1.0", "", { "bin": { "jsesc": "bin/jsesc" } }, "sha512-/sM3dO2FOzXjKQhJuo0Q173wf2KOo8t4I8vHy6lF9poUp7bKT0/NHE8fPX23PwfhnykfqnC2xRxOnVw5XuGIaA=="],
+
+    "json-buffer": ["json-buffer@3.0.1", "", {}, "sha512-4bV5BfR2mqfQTJm+V5tPPdf+ZpuhiIvTuAB5g8kcrXOZpTT/QwwVRWBywX1ozr6lEuPdbHxwaJlm9G6mI2sfSQ=="],
+
+    "json-schema-traverse": ["json-schema-traverse@0.4.1", "", {}, "sha512-xbbCH5dCYU5T8LcEhhuh7HJ88HXuW3qsI3Y0zOZFKfZEHcpWiHU/Jxzk629Brsab/mMiHQti9wMP+845RPe3Vg=="],
+
+    "json-stable-stringify-without-jsonify": ["json-stable-stringify-without-jsonify@1.0.1", "", {}, "sha512-Bdboy+l7tA3OGW6FjyFHWkP5LuByj1Tk33Ljyq0axyzdk9//JSi2u3fP1QSmd1KNwq6VOKYGlAu87CisVir6Pw=="],
+
+    "json5": ["json5@2.2.3", "", { "bin": { "json5": "lib/cli.js" } }, "sha512-XmOWe7eyHYH14cLdVPoyg+GOH3rYX++KpzrylJwSW98t3Nk+U8XOl8FWKOgwtzdb8lXGf6zYwDUzeHMWfxasyg=="],
+
+    "keyv": ["keyv@4.5.4", "", { "dependencies": { "json-buffer": "3.0.1" } }, "sha512-oxVHkHR/EJf2CNXnWxRLW6mg7JyCCUcG0DtEGmL2ctUo1PNTin1PUil+r/+4r5MpVgC/fn1kjsx7mjSujKqIpw=="],
+
+    "levn": ["levn@0.4.1", "", { "dependencies": { "prelude-ls": "^1.2.1", "type-check": "~0.4.0" } }, "sha512-+bT2uH4E5LGE7h/n3evcS/sQlJXCpIp6ym8OWJ5eV6+67Dsql/LaaT7qJBAt2rzfoa/5QBGBhxDix1dMt2kQKQ=="],
+
+    "locate-path": ["locate-path@6.0.0", "", { "dependencies": { "p-locate": "^5.0.0" } }, "sha512-iPZK6eYjbxRu3uB4/WZ3EsEIMJFMqAoopl3R+zuq0UjcAm/MO6KCweDgPfP3elTztoKP3KtnVHxTn2NHBSDVUw=="],
+
+    "lodash.merge": ["lodash.merge@4.6.2", "", {}, "sha512-0KpjqXRVvrYyCsX1swR/XTK0va6VQkQM6MNo7PqW77ByjAhoARA8EfrP1N4+KlKj8YS0ZUCtRT/YUuhyYDujIQ=="],
+
+    "lru-cache": ["lru-cache@5.1.1", "", { "dependencies": { "yallist": "^3.0.2" } }, "sha512-KpNARQA3Iwv+jTA0utUVVbrh+Jlrr1Fv0e56GGzAFOXN7dk/FviaDW8LHmK52DlcH4WP2n6gI8vN1aesBFgo9w=="],
+
+    "minimatch": ["minimatch@3.1.2", "", { "dependencies": { "brace-expansion": "^1.1.7" } }, "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw=="],
+
+    "ms": ["ms@2.1.3", "", {}, "sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA=="],
+
+    "nanoid": ["nanoid@3.3.11", "", { "bin": { "nanoid": "bin/nanoid.cjs" } }, "sha512-N8SpfPUnUp1bK+PMYW8qSWdl9U+wwNWI4QKxOYDy9JAro3WMX7p2OeVRF9v+347pnakNevPmiHhNmZ2HbFA76w=="],
+
+    "natural-compare": ["natural-compare@1.4.0", "", {}, "sha512-OWND8ei3VtNC9h7V60qff3SVobHr996CTwgxubgyQYEpg290h9J0buyECNNJexkFm5sOajh5G116RYA1c8ZMSw=="],
+
+    "node-releases": ["node-releases@2.0.19", "", {}, "sha512-xxOWJsBKtzAq7DY0J+DTzuz58K8e7sJbdgwkbMWQe8UYB6ekmsQ45q0M/tJDsGaZmbC+l7n57UV8Hl5tHxO9uw=="],
+
+    "optionator": ["optionator@0.9.4", "", { "dependencies": { "deep-is": "^0.1.3", "fast-levenshtein": "^2.0.6", "levn": "^0.4.1", "prelude-ls": "^1.2.1", "type-check": "^0.4.0", "word-wrap": "^1.2.5" } }, "sha512-6IpQ7mKUxRcZNLIObR0hz7lxsapSSIYNZJwXPGeF0mTVqGKFIXj1DQcMoT22S3ROcLyY/rz0PWaWZ9ayWmad9g=="],
+
+    "p-limit": ["p-limit@3.1.0", "", { "dependencies": { "yocto-queue": "^0.1.0" } }, "sha512-TYOanM3wGwNGsZN2cVTYPArw454xnXj5qmWF1bEoAc4+cU/ol7GVh7odevjp1FNHduHc3KZMcFduxU5Xc6uJRQ=="],
+
+    "p-locate": ["p-locate@5.0.0", "", { "dependencies": { "p-limit": "^3.0.2" } }, "sha512-LaNjtRWUBY++zB5nE/NwcaoMylSPk+S+ZHNB1TzdbMJMny6dynpAGt7X/tl/QYq3TIeE6nxHppbo2LGymrG5Pw=="],
+
+    "parent-module": ["parent-module@1.0.1", "", { "dependencies": { "callsites": "^3.0.0" } }, "sha512-GQ2EWRpQV8/o+Aw8YqtfZZPfNRWZYkbidE9k5rpl/hC3vtHHBfGm2Ifi6qWV+coDGkrUKZAxE3Lot5kcsRlh+g=="],
+
+    "path-exists": ["path-exists@4.0.0", "", {}, "sha512-ak9Qy5Q7jYb2Wwcey5Fpvg2KoAc/ZIhLSLOSBmRmygPsGwkVVt0fZa0qrtMz+m6tJTAHfZQ8FnmB4MG4LWy7/w=="],
+
+    "path-key": ["path-key@3.1.1", "", {}, "sha512-ojmeN0qd+y0jszEtoY48r0Peq5dwMEkIlCOu6Q5f41lfkswXuKtYrhgoTpLnyIcHm24Uhqx+5Tqm2InSwLhE6Q=="],
+
+    "picocolors": ["picocolors@1.1.1", "", {}, "sha512-xceH2snhtb5M9liqDsmEw56le376mTZkEX/jEb/RxNFyegNul7eNslCXP9FDj/Lcu0X8KEyMceP2ntpaHrDEVA=="],
+
+    "picomatch": ["picomatch@4.0.2", "", {}, "sha512-M7BAV6Rlcy5u+m6oPhAPFgJTzAioX/6B0DxyvDlo9l8+T3nLKbrczg2WLUyzd45L8RqfUMyGPzekbMvX2Ldkwg=="],
+
+    "postcss": ["postcss@8.5.3", "", { "dependencies": { "nanoid": "^3.3.8", "picocolors": "^1.1.1", "source-map-js": "^1.2.1" } }, "sha512-dle9A3yYxlBSrt8Fu+IpjGT8SY8hN0mlaA6GY8t0P5PjIOZemULz/E2Bnm/2dcUOena75OTNkHI76uZBNUUq3A=="],
+
+    "prelude-ls": ["prelude-ls@1.2.1", "", {}, "sha512-vkcDPrRZo1QZLbn5RLGPpg/WmIQ65qoWWhcGKf/b5eplkkarX0m9z8ppCat4mlOqUsWpyNuYgO3VRyrYHSzX5g=="],
+
+    "punycode": ["punycode@2.3.1", "", {}, "sha512-vYt7UD1U9Wg6138shLtLOvdAu+8DsC/ilFtEVHcH+wydcSpNE20AfSOduf6MkRFahL5FY7X1oU7nKVZFtfq8Fg=="],
+
+    "react": ["react@19.1.0", "", {}, "sha512-FS+XFBNvn3GTAWq26joslQgWNoFu08F4kl0J4CgdNKADkdSGXQyTCnKteIAJy96Br6YbpEU1LSzV5dYtjMkMDg=="],
+
+    "react-dom": ["react-dom@19.1.0", "", { "dependencies": { "scheduler": "^0.26.0" }, "peerDependencies": { "react": "^19.1.0" } }, "sha512-Xs1hdnE+DyKgeHJeJznQmYMIBG3TKIHJJT95Q58nHLSrElKlGQqDTR2HQ9fx5CN/Gk6Vh/kupBTDLU11/nDk/g=="],
+
+    "react-refresh": ["react-refresh@0.17.0", "", {}, "sha512-z6F7K9bV85EfseRCp2bzrpyQ0Gkw1uLoCel9XBVWPg/TjRj94SkJzUTGfOa4bs7iJvBWtQG0Wq7wnI0syw3EBQ=="],
+
+    "react-router": ["react-router@7.5.1", "", { "dependencies": { "cookie": "^1.0.1", "set-cookie-parser": "^2.6.0", "turbo-stream": "2.4.0" }, "peerDependencies": { "react": ">=18", "react-dom": ">=18" }, "optionalPeers": ["react-dom"] }, "sha512-/jjU3fcYNd2bwz9Q0xt5TwyiyoO8XjSEFXJY4O/lMAlkGTHWuHRAbR9Etik+lSDqMC7A7mz3UlXzgYT6Vl58sA=="],
+
+    "react-router-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=="],
+
+    "rollup": ["rollup@4.40.0", "", { "dependencies": { "@types/estree": "1.0.7" }, "optionalDependencies": { "@rollup/rollup-android-arm-eabi": "4.40.0", "@rollup/rollup-android-arm64": "4.40.0", "@rollup/rollup-darwin-arm64": "4.40.0", "@rollup/rollup-darwin-x64": "4.40.0", "@rollup/rollup-freebsd-arm64": "4.40.0", "@rollup/rollup-freebsd-x64": "4.40.0", "@rollup/rollup-linux-arm-gnueabihf": "4.40.0", "@rollup/rollup-linux-arm-musleabihf": "4.40.0", "@rollup/rollup-linux-arm64-gnu": "4.40.0", "@rollup/rollup-linux-arm64-musl": "4.40.0", "@rollup/rollup-linux-loongarch64-gnu": "4.40.0", "@rollup/rollup-linux-powerpc64le-gnu": "4.40.0", "@rollup/rollup-linux-riscv64-gnu": "4.40.0", "@rollup/rollup-linux-riscv64-musl": "4.40.0", "@rollup/rollup-linux-s390x-gnu": "4.40.0", "@rollup/rollup-linux-x64-gnu": "4.40.0", "@rollup/rollup-linux-x64-musl": "4.40.0", "@rollup/rollup-win32-arm64-msvc": "4.40.0", "@rollup/rollup-win32-ia32-msvc": "4.40.0", "@rollup/rollup-win32-x64-msvc": "4.40.0", "fsevents": "~2.3.2" }, "bin": { "rollup": "dist/bin/rollup" } }, "sha512-Noe455xmA96nnqH5piFtLobsGbCij7Tu+tb3c1vYjNbTkfzGqXqQXG3wJaYXkRZuQ0vEYN4bhwg7QnIrqB5B+w=="],
+
+    "scheduler": ["scheduler@0.26.0", "", {}, "sha512-NlHwttCI/l5gCPR3D1nNXtWABUmBwvZpEQiD4IXSbIDq8BzLIK/7Ir5gTFSGZDUu37K5cMNp0hFtzO38sC7gWA=="],
+
+    "semver": ["semver@6.3.1", "", { "bin": { "semver": "bin/semver.js" } }, "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA=="],
+
+    "set-cookie-parser": ["set-cookie-parser@2.7.1", "", {}, "sha512-IOc8uWeOZgnb3ptbCURJWNjWUPcO3ZnTTdzsurqERrP6nPyv+paC55vJM0LpOlT2ne+Ix+9+CRG1MNLlyZ4GjQ=="],
+
+    "shebang-command": ["shebang-command@2.0.0", "", { "dependencies": { "shebang-regex": "^3.0.0" } }, "sha512-kHxr2zZpYtdmrN1qDjrrX/Z1rR1kG8Dx+gkpK1G4eXmvXswmcE1hTWBWYUzlraYw1/yZp6YuDY77YtvbN0dmDA=="],
+
+    "shebang-regex": ["shebang-regex@3.0.0", "", {}, "sha512-7++dFhtcx3353uBaq8DDR4NuxBetBzC7ZQOhmTQInHEd6bSrXdiEyzCvG07Z44UYdLShWUyXt5M/yhz8ekcb1A=="],
+
+    "source-map-js": ["source-map-js@1.2.1", "", {}, "sha512-UXWMKhLOwVKb728IUtQPXxfYU+usdybtUrK/8uGE8CQMvrhOpwvzDBwj0QhSL7MQc7vIsISBG8VQ8+IDQxpfQA=="],
+
+    "strip-json-comments": ["strip-json-comments@3.1.1", "", {}, "sha512-6fPc+R4ihwqP6N/aIv2f1gMH8lOVtWQHoqC4yK6oSDVVocumAsfCqjkXnqiYMhmMwS/mEHLp7Vehlt3ql6lEig=="],
+
+    "supports-color": ["supports-color@7.2.0", "", { "dependencies": { "has-flag": "^4.0.0" } }, "sha512-qpCAvRl9stuOHveKsn7HncJRvv501qIacKzQlO/+Lwxc9+0q2wLyv4Dfvt80/DPn2pqOBsJdDiogXGR9+OvwRw=="],
+
+    "tinyglobby": ["tinyglobby@0.2.12", "", { "dependencies": { "fdir": "^6.4.3", "picomatch": "^4.0.2" } }, "sha512-qkf4trmKSIiMTs/E63cxH+ojC2unam7rJ0WrauAzpT3ECNTxGRMlaXxVbfxMUC/w0LaYk6jQ4y/nGR9uBO3tww=="],
+
+    "turbo-stream": ["turbo-stream@2.4.0", "", {}, "sha512-FHncC10WpBd2eOmGwpmQsWLDoK4cqsA/UT/GqNoaKOQnT8uzhtCbg3EoUDMvqpOSAI0S26mr0rkjzbOO6S3v1g=="],
+
+    "type-check": ["type-check@0.4.0", "", { "dependencies": { "prelude-ls": "^1.2.1" } }, "sha512-XleUoc9uwGXqjWwXaUTZAmzMcFZ5858QA2vvx1Ur5xIcixXIP+8LnFDgRplU30us6teqdlskFfu+ae4K79Ooew=="],
+
+    "update-browserslist-db": ["update-browserslist-db@1.1.3", "", { "dependencies": { "escalade": "^3.2.0", "picocolors": "^1.1.1" }, "peerDependencies": { "browserslist": ">= 4.21.0" }, "bin": { "update-browserslist-db": "cli.js" } }, "sha512-UxhIZQ+QInVdunkDAaiazvvT/+fXL5Osr0JZlJulepYu6Jd7qJtDZjlur0emRlT71EN3ScPoE7gvsuIKKNavKw=="],
+
+    "uri-js": ["uri-js@4.4.1", "", { "dependencies": { "punycode": "^2.1.0" } }, "sha512-7rKUyy33Q1yc98pQ1DAmLtwX109F7TIfWlW1Ydo8Wl1ii1SeHieeh0HHfPeL2fMXK6z0s8ecKs9frCuLJvndBg=="],
+
+    "vite": ["vite@6.3.2", "", { "dependencies": { "esbuild": "^0.25.0", "fdir": "^6.4.3", "picomatch": "^4.0.2", "postcss": "^8.5.3", "rollup": "^4.34.9", "tinyglobby": "^0.2.12" }, "optionalDependencies": { "fsevents": "~2.3.3" }, "peerDependencies": { "@types/node": "^18.0.0 || ^20.0.0 || >=22.0.0", "jiti": ">=1.21.0", "less": "*", "lightningcss": "^1.21.0", "sass": "*", "sass-embedded": "*", "stylus": "*", "sugarss": "*", "terser": "^5.16.0", "tsx": "^4.8.1", "yaml": "^2.4.2" }, "optionalPeers": ["@types/node", "jiti", "less", "lightningcss", "sass", "sass-embedded", "stylus", "sugarss", "terser", "tsx", "yaml"], "bin": { "vite": "bin/vite.js" } }, "sha512-ZSvGOXKGceizRQIZSz7TGJ0pS3QLlVY/9hwxVh17W3re67je1RKYzFHivZ/t0tubU78Vkyb9WnHPENSBCzbckg=="],
+
+    "which": ["which@2.0.2", "", { "dependencies": { "isexe": "^2.0.0" }, "bin": { "node-which": "./bin/node-which" } }, "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA=="],
+
+    "word-wrap": ["word-wrap@1.2.5", "", {}, "sha512-BN22B5eaMMI9UMtjrGd5g5eCYPpCPDUy0FJXbYsaT5zYxjFOckS53SQDE3pWkVoWpHXVb3BrYcEN4Twa55B5cA=="],
+
+    "yallist": ["yallist@3.1.1", "", {}, "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g=="],
+
+    "yocto-queue": ["yocto-queue@0.1.0", "", {}, "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q=="],
+
+    "zod": ["zod@3.24.3", "", {}, "sha512-HhY1oqzWCQWuUqvBFnsyrtZRhyPeR7SUGv+C4+MsisMuVfSPx8HpwWqH8tRahSlt6M3PiFAcoeFhZAqIXTxoSg=="],
+
+    "zod-validation-error": ["zod-validation-error@3.4.0", "", { "peerDependencies": { "zod": "^3.18.0" } }, "sha512-ZOPR9SVY6Pb2qqO5XHt+MkkTRxGXb4EVtnjc9JpXUOtUB1T9Ru7mZOT361AN3MsetVe7R0a1KZshJDZdgp9miQ=="],
+
+    "@babel/traverse/globals": ["globals@11.12.0", "", {}, "sha512-WOBp/EEGUiIsJSp7wcv/y6MO+lV9UoncWqxuFfm8eBwzWNgyfBd6Gz+IeKQ9jCmyhoH99g15M3T+QaVHFjizVA=="],
+
+    "@eslint-community/eslint-utils/eslint-visitor-keys": ["eslint-visitor-keys@3.4.3", "", {}, "sha512-wpc+LXeiyiisxPlEkUzU6svyS1frIO3Mgxj1fdy7Pm8Ygzguax2N3Fa/D/ag1WqbOprdI+uY6wMUl8/a2G+iag=="],
+
+    "@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

@@ -10,19 +10,20 @@
     "preview": "vite preview"
   },
   "dependencies": {
-    "react": "^19.0.0",
-    "react-dom": "^19.0.0"
+    "react": "^19.1.0",
+    "react-dom": "^19.1.0",
+    "highlight.js": "^11.11.1"
   },
   "devDependencies": {
-    "@eslint/js": "^9.21.0",
-    "@types/react": "^19.0.10",
-    "@types/react-dom": "^19.0.4",
-    "@vitejs/plugin-react": "^4.3.4",
-    "eslint": "^9.21.0",
-    "eslint-plugin-react-hooks": "^5.1.0",
+    "@eslint/js": "^9.24.0",
+    "@types/react": "^19.1.2",
+    "@types/react-dom": "^19.1.2",
+    "@vitejs/plugin-react": "^4.4.0",
+    "eslint": "^9.24.0",
+    "eslint-plugin-react-hooks": "^6.0.0",
     "eslint-plugin-react-refresh": "^0.4.19",
-    "globals": "^15.15.0",
-    "react-router-dom": "^7.4.0",
-    "vite": "^6.2.0"
+    "globals": "^16.0.0",
+    "react-router-dom": "^7.5.1",
+    "vite": "^6.3.2"
   }
 }

webui/react-ui/src/App.css

@@ -1,4 +1,17 @@
 /* Base styles */
+pre.hljs {
+  background-color: var(--medium-bg);
+  padding: 1rem;
+  border-radius: 8px;
+  overflow-x: auto;
+  font-family: 'JetBrains Mono', monospace;
+  line-height: 1.5;
+}
+
+code.json {
+  display: block;
+}
+
 :root {
   --primary: #00ff95;
   --secondary: #ff00b1;
@@ -1994,16 +2007,62 @@ select.form-control {
   text-decoration: none;
 }
 
-.file-button:hover {
-  background: rgba(0, 255, 149, 0.8);
-  transform: translateY(-2px);
-  box-shadow: 0 4px 8px rgba(0, 0, 0, 0.2);
-}
-
 .file-button i {
   font-size: 16px;
 }
 
+.card {
+  background: var(--medium-bg);
+  border: 1px solid var(--border);
+  border-radius: 8px;
+  padding: 15px;
+  margin-bottom: 15px;
+  transition: all 0.3s ease;
+  box-shadow: 0 2px 10px rgba(0, 0, 0, 0.1);
+  cursor: pointer;
+}
+
+.card:hover {
+  transform: translateY(-2px);
+  box-shadow: 0 5px 15px rgba(0, 0, 0, 0.2);
+  background: var(--light-bg);
+}
+
+.spinner {
+  width: 16px;
+  height: 16px;
+  border: 2px solid var(--primary);
+  border-radius: 50%;
+  border-top-color: transparent;
+  animation: spin 1s linear infinite;
+}
+
+@keyframes spin {
+  0% { transform: rotate(0deg); }
+  100% { transform: rotate(360deg); }
+}
+
+.expand-button {
+  background: none;
+  border: none;
+  color: var(--primary);
+  cursor: pointer;
+  font-size: 1.2em;
+  padding: 5px;
+  margin-left: 10px;
+  transition: all 0.3s ease;
+}
+
+.expand-button:hover {
+  color: var(--success);
+  transform: scale(1.1);
+}
+
+.expand-button:focus {
+  outline: none;
+  box-shadow: 0 0 0 2px var(--primary);
+}
+
 .selected-file-info {
   margin-top: 20px;
   padding: 20px;

webui/react-ui/src/hooks/useSSE.js

@@ -63,8 +63,8 @@ export function useSSE(agentName) {
       }
     });
     
-    // Handle 'json_status' event
-    eventSource.addEventListener('json_status', (event) => {
+    // Handle 'json_message_status' event
+    eventSource.addEventListener('json_message_status', (event) => {
       try {
         const data = JSON.parse(event.data);
         const timestamp = data.timestamp || new Date().toISOString();

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

@@ -1,14 +1,22 @@
 import { useState, useEffect } from 'react';
-import { useParams, Link, useNavigate } from 'react-router-dom';
+import { useParams, Link } from 'react-router-dom';
+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 AgentStatus() {
+  const [showStatus, setShowStatus] = useState(true);
   const { name } = useParams();
-  const navigate = useNavigate();
   const [statusData, setStatusData] = useState(null);
   const [loading, setLoading] = useState(true);
   const [error, setError] = useState(null);
-  const [eventSource, setEventSource] = useState(null);
-  const [liveUpdates, setLiveUpdates] = useState([]);
+  const [_eventSource, setEventSource] = useState(null);
+  // Store all observables by id
+  const [observableMap, setObservableMap] = useState({});
+  const [observableTree, setObservableTree] = useState([]);
+  const [expandedCards, setExpandedCards] = useState(new Map());
 
   // Update document title
   useEffect(() => {
@@ -40,17 +48,89 @@ function AgentStatus() {
 
     fetchStatusData();
 
+    // Helper to build observable tree from map
+    function buildObservableTree(map) {
+      const nodes = Object.values(map);
+      const nodeMap = {};
+      nodes.forEach(node => { nodeMap[node.id] = { ...node, children: [] }; });
+      const roots = [];
+      nodes.forEach(node => {
+        if (!node.parent_id) {
+          roots.push(nodeMap[node.id]);
+        } else if (nodeMap[node.parent_id]) {
+          nodeMap[node.parent_id].children.push(nodeMap[node.id]);
+        }
+      });
+      return roots;
+    }
+
+    // Fetch initial observable history
+    const fetchObservables = async () => {
+      try {
+        const response = await fetch(`/api/agent/${name}/observables`);
+        if (!response.ok) return;
+        const data = await response.json();
+        if (Array.isArray(data.History)) {
+          const map = {};
+          data.History.forEach(obs => {
+            map[obs.id] = obs;
+          });
+          setObservableMap(map);
+          setObservableTree(buildObservableTree(map));
+        }
+      } catch (err) {
+        // Ignore errors for now
+      }
+    };
+    fetchObservables();
+
     // Setup SSE connection for live updates
     const sse = new EventSource(`/sse/${name}`);
     setEventSource(sse);
 
+    sse.addEventListener('observable_update', (event) => {
+      const data = JSON.parse(event.data);
+      console.log(data);
+      setObservableMap(prevMap => {
+        const prev = prevMap[data.id] || {};
+        const updated = {
+          ...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.parent_id && !prevMap[data.parent_id])
+          prevMap[data.parent_id] = {
+            id: data.parent_id,
+            name: "unknown",
+          };
+        const newMap = { ...prevMap, [data.id]: updated };
+        setObservableTree(buildObservableTree(newMap));
+        return newMap;
+      });
+    });
+
+    // Listen for status events and append to statusData.History
     sse.addEventListener('status', (event) => {
-      try {
-        const data = JSON.parse(event.data);
-        setLiveUpdates(prev => [data, ...prev.slice(0, 19)]); // Keep last 20 updates
-      } catch (err) {
-        console.error('Error parsing SSE data:', err);
-      }
+      const status = event.data;
+      setStatusData(prev => {
+        // If prev is null, start a new object
+        if (!prev || typeof prev !== 'object') {
+          return { History: [status] };
+        }
+        // If History not present, add it
+        if (!Array.isArray(prev.History)) {
+          return { ...prev, History: [status] };
+        }
+        // Otherwise, append
+        return { ...prev, History: [...prev.History, status] };
+      });
     });
 
     sse.onerror = (err) => {
@@ -84,8 +164,8 @@ function AgentStatus() {
 
   if (loading) {
     return (
-      <div className="loading-container">
-        <div className="loader"></div>
+      <div>
+        <div></div>
         <p>Loading agent status...</p>
       </div>
     );
@@ -93,70 +173,199 @@ function AgentStatus() {
 
   if (error) {
     return (
-      <div className="error-container">
+      <div>
         <h2>Error</h2>
         <p>{error}</p>
-        <Link to="/agents" className="back-btn">
+        <Link to="/agents">
           <i className="fas fa-arrow-left"></i> Back to Agents
         </Link>
       </div>
     );
   }
 
-  // Combine live updates with history
-  const allUpdates = [...liveUpdates, ...(statusData?.History || [])];
-
   return (
-    <div className="agent-status-container">
-      <header className="page-header">
-        <div className="header-content">
-          <h1>
-            <Link to="/agents" className="back-link">
-              <i className="fas fa-arrow-left"></i>
-            </Link>
-            Agent Status: {name}
-          </h1>
+    <div>
+      <h1>Agent Status: {name}</h1>
+      <div style={{ color: '#aaa', fontSize: 16, marginBottom: 18 }}>
+        See what the agent is doing and thinking
+      </div>
+      {error && (
+        <div>
+          {error}
         </div>
-      </header>
-
-      <div className="chat-container bg-gray-800 shadow-lg rounded-lg">
-        {/* Chat Messages */}
-        <div className="chat-messages p-4">
-          {allUpdates.length > 0 ? (
-            allUpdates.map((item, index) => (
-              <div key={index} className="status-item mb-4">
-                <div className="bg-gray-700 p-4 rounded-lg">
-                  <h2 className="text-sm font-semibold mb-2">Agent Action:</h2>
-                  <div className="status-details">
-                    <div className="status-row">
-                      <span className="status-label">Result:</span>
-                      <span className="status-value">{formatValue(item.Result)}</span>
-                    </div>
-                    <div className="status-row">
-                      <span className="status-label">Action:</span>
-                      <span className="status-value">{formatValue(item.Action)}</span>
-                    </div>
-                    <div className="status-row">
-                      <span className="status-label">Parameters:</span>
-                      <span className="status-value pre-wrap">{formatValue(item.Params)}</span>
-                    </div>
-                    {item.Reasoning && (
-                      <div className="status-row">
-                        <span className="status-label">Reasoning:</span>
-                        <span className="status-value reasoning">{formatValue(item.Reasoning)}</span>
-                      </div>
-                    )}
+      )}
+      {loading && <div>Loading...</div>}
+      {statusData && (
+        <div>
+          <div>
+            <div style={{ display: 'flex', alignItems: 'center', cursor: 'pointer', userSelect: 'none' }}
+              onClick={() => setShowStatus(prev => !prev)}>
+              <h2 style={{ margin: 0 }}>Current Status</h2>
+              <i
+                className={`fas fa-chevron-${showStatus ? 'up' : 'down'}`}
+                style={{ color: 'var(--primary)', marginLeft: 12 }}
+                title={showStatus ? 'Collapse' : 'Expand'}
+              />
+            </div>
+            <div style={{ color: '#aaa', fontSize: 14, margin: '5px 0 10px 2px' }}>
+              Summary of the agent's thoughts and actions
+            </div>
+            {showStatus && (
+              <div style={{ marginTop: 10 }}>
+                {(Array.isArray(statusData?.History) && statusData.History.length === 0) && (
+                  <div style={{ color: '#aaa' }}>No status history available.</div>
+                )}
+                {Array.isArray(statusData?.History) && statusData.History.map((item, idx) => (
+                  <div key={idx} style={{
+                    background: '#222',
+                    border: '1px solid #444',
+                    borderRadius: 8,
+                    padding: '12px 16px',
+                    marginBottom: 10,
+                    whiteSpace: 'pre-line',
+                    fontFamily: 'inherit',
+                    fontSize: 15,
+                    color: '#eee',
+                  }}>
+                    {/* Replace <br> tags with newlines, then render as pre-line */}
+                    {typeof item === 'string'
+                      ? item.replace(/<br\s*\/?>/gi, '\n')
+                      : JSON.stringify(item)}
                   </div>
-                </div>
+                ))}
+              </div>
+            )}
+          </div>
+          {observableTree.length > 0 && (
+            <div>
+              <h2>Observable Updates</h2>
+              <div style={{ color: '#aaa', fontSize: 14, margin: '5px 0 10px 2px' }}>
+                Drill down into what the agent is doing and thinking when activated by a connector
+              </div>
+              <div>
+                {observableTree.map((container, idx) => (
+                  <div key={container.id || idx} className='card' style={{ marginBottom: '1em' }}>
+                    <div>
+                      <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', cursor: 'pointer' }}
+                        onClick={() => {
+                          const newExpanded = !expandedCards.get(container.id);
+                          setExpandedCards(new Map(expandedCards).set(container.id, newExpanded));
+                        }}
+                      >
+                        <div style={{ display: 'flex', gap: '10px', alignItems: 'center' }}>
+  <i className={`fas fa-${container.icon || 'robot'}`} style={{ verticalAlign: '-0.125em' }}></i>
+  <span>
+    <span className='stat-label'>{container.name}</span>#<span className='stat-label'>{container.id}</span>
+  </span>
+</div>
+                        <div style={{ display: 'flex', alignItems: 'center', gap: '8px' }}>
+                          <i
+                            className={`fas fa-chevron-${expandedCards.get(container.id) ? 'up' : 'down'}`}
+                            style={{ color: 'var(--primary)' }}
+                            title='Toggle details'
+                          />
+                          {!container.completion && (
+                            <div className='spinner' />
+                          )}
+                        </div>
+                      </div>
+                      <div style={{ display: expandedCards.get(container.id) ? 'block' : 'none' }}>
+                        {container.children && container.children.length > 0 && (
+
+                          <div style={{ marginLeft: '2em', marginTop: '1em' }}>
+                            <h4>Nested Observables</h4>
+                            {container.children.map(child => {
+                              const childKey = `child-${child.id}`;
+                              const isExpanded = expandedCards.get(childKey);
+                              return (
+                                <div key={`${container.id}-child-${child.id}`} className='card' style={{ background: '#222', marginBottom: '0.5em' }}>
+                                  <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', cursor: 'pointer' }}
+                                    onClick={() => {
+                                      const newExpanded = !expandedCards.get(childKey);
+                                      setExpandedCards(new Map(expandedCards).set(childKey, newExpanded));
+                                    }}
+                                  >
+                                    <div style={{ display: 'flex', gap: '10px', alignItems: 'center' }}>
+  <i className={`fas fa-${child.icon || 'robot'}`} style={{ verticalAlign: '-0.125em' }}></i>
+  <span>
+    <span className='stat-label'>{child.name}</span>#<span className='stat-label'>{child.id}</span>
+  </span>
+</div>
+                                    <div style={{ display: 'flex', alignItems: 'center', gap: '8px' }}>
+                                      <i
+                                        className={`fas fa-chevron-${isExpanded ? 'up' : 'down'}`}
+                                        style={{ color: 'var(--primary)' }}
+                                        title='Toggle details'
+                                      />
+                                      {!child.completion && (
+                                        <div className='spinner' />
+                                      )}
+                                    </div>
+                                  </div>
+                                  <div style={{ display: isExpanded ? 'block' : 'none' }}>
+                                    {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>
+                        )}
+                        {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>
+                ))}
               </div>
-            ))
-          ) : (
-            <div className="no-status-data">
-              <p>No status data available for this agent.</p>
             </div>
           )}
         </div>
-      </div>
+      )}
     </div>
   );
 }

webui/react-ui/vite.config.js

@@ -30,6 +30,7 @@ export default defineConfig(({ mode }) => {
         '/status': backendUrl,
         '/action': backendUrl,
         '/actions': backendUrl,
+        '/avatars': backendUrl
       }
     }
   }

webui/routes.go

@@ -4,6 +4,7 @@ import (
 	"crypto/subtle"
 	"embed"
 	"errors"
+	"fmt"
 	"math/rand"
 	"net/http"
 	"path/filepath"
@@ -238,9 +239,36 @@ func (app *App) registerRoutes(pool *state.AgentPool, webapp *fiber.App) {
 			history = &state.Status{ActionResults: []types.ActionState{}}
 		}
 
+		entries := []string{}
+		for _, h := range Reverse(history.Results()) {
+			entries = append(entries, fmt.Sprintf(`Reasoning: %s
+			Action taken: %+v
+			Parameters: %+v
+			Result: %s`,
+				h.Reasoning,
+				h.ActionCurrentState.Action.Definition().Name,
+				h.ActionCurrentState.Params,
+				h.Result))
+		}
+
 		return c.JSON(fiber.Map{
 			"Name":    c.Params("name"),
-			"History": Reverse(history.Results()),
+			"History": entries,
+		})
+	})
+
+	webapp.Get("/api/agent/:name/observables", func(c *fiber.Ctx) error {
+		name := c.Params("name")
+		agent := pool.GetAgent(name)
+		if agent == nil {
+			return c.Status(fiber.StatusNotFound).JSON(fiber.Map{
+				"error": "Agent not found",
+			})
+		}
+
+		return c.JSON(fiber.Map{
+			"Name": name,
+			"History": agent.Observer().History(),
 		})
 	})