chore(defaults): Enable reasoning by default

Makefile

@@ -11,7 +11,7 @@ cleanup-tests:
 	docker compose down
 
 tests: prepare-tests
-	LOCALAGI_MCPBOX_URL="http://localhost:9090" LOCALAGI_MODEL="qwen3-8b" 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_MCPBOX_URL="http://localhost:9090" LOCALAGI_MODEL="gemma-3-12b-it-qat" LOCALAI_API_URL="http://localhost:8081" LOCALAGI_API_URL="http://localhost:8080" $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --fail-fast -v -r ./...
 
 run-nokb:
 	$(MAKE) run KBDISABLEINDEX=true

README.md

@@ -120,7 +120,7 @@ LocalAGI supports multiple hardware configurations through Docker Compose profil
 - Supports text, multimodal, and image generation models
 - Run with: `docker compose -f docker-compose.nvidia.yaml up`
 - Default models:
-  - Text: `qwen3-8b`
+  - Text: `gemma-3-12b-it-qat`
   - Multimodal: `minicpm-v-2_6`
   - Image: `sd-1.5-ggml`
 - Environment variables:
@@ -136,7 +136,7 @@ LocalAGI supports multiple hardware configurations through Docker Compose profil
 - Supports text, multimodal, and image generation models
 - Run with: `docker compose -f docker-compose.intel.yaml up`
 - Default models:
-  - Text: `qwen3-8b`
+  - Text: `gemma-3-12b-it-qat`
   - Multimodal: `minicpm-v-2_6`
   - Image: `sd-1.5-ggml`
 - Environment variables:
@@ -167,7 +167,7 @@ docker compose -f docker-compose.intel.yaml up
 ```
 
 If no models are specified, it will use the defaults:
-- Text model: `qwen3-8b`
+- Text model: `gemma-3-12b-it-qat`
 - Multimodal model: `minicpm-v-2_6`
 - Image model: `sd-1.5-ggml`
 

docker-compose.yaml

@@ -7,7 +7,7 @@ services:
     # Image list (dockerhub): https://hub.docker.com/r/localai/localai
     image: localai/localai:master-ffmpeg-core
     command: 
-    - ${MODEL_NAME:-qwen3-8b}
+    - ${MODEL_NAME:-gemma-3-12b-it-qat}
     - ${MULTIMODAL_MODEL:-minicpm-v-2_6}
     - ${IMAGE_MODEL:-sd-1.5-ggml}
     - granite-embedding-107m-multilingual
@@ -91,7 +91,7 @@ services:
       - 8080:3000
     #image: quay.io/mudler/localagi:master
     environment:
-      - LOCALAGI_MODEL=${MODEL_NAME:-qwen3-8b}
+      - 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

main.go

@@ -66,7 +66,6 @@ func main() {
 		localRAG,
 		services.Actions(map[string]string{
 			"browser-agent-runner-base-url": localOperatorBaseURL,
-			"deep-research-runner-base-url": localOperatorBaseURL,
 		}),
 		services.Connectors,
 		services.DynamicPrompts,

pkg/localoperator/client.go

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

services/actions.go

@@ -19,7 +19,6 @@ const (
 	ActionSearch                         = "search"
 	ActionCustom                         = "custom"
 	ActionBrowserAgentRunner             = "browser-agent-runner"
-	ActionDeepResearchRunner             = "deep-research-runner"
 	ActionGithubIssueLabeler             = "github-issue-labeler"
 	ActionGithubIssueOpener              = "github-issue-opener"
 	ActionGithubIssueCloser              = "github-issue-closer"
@@ -55,7 +54,6 @@ var AvailableActions = []string{
 	ActionGithubRepositoryGet,
 	ActionGithubGetAllContent,
 	ActionBrowserAgentRunner,
-	ActionDeepResearchRunner,
 	ActionGithubRepositoryCreateOrUpdate,
 	ActionGithubIssueReader,
 	ActionGithubIssueCommenter,
@@ -123,8 +121,6 @@ func Action(name, agentName string, config map[string]string, pool *state.AgentP
 		a = actions.NewGithubIssueSearch(config)
 	case ActionBrowserAgentRunner:
 		a = actions.NewBrowserAgentRunner(config, actionsConfigs["browser-agent-runner-base-url"])
-	case ActionDeepResearchRunner:
-		a = actions.NewDeepResearchRunner(config, actionsConfigs["deep-research-runner-base-url"])
 	case ActionGithubIssueReader:
 		a = actions.NewGithubIssueReader(config)
 	case ActionGithubPRReader:
@@ -185,11 +181,6 @@ func ActionsConfigMeta() []config.FieldGroup {
 			Label:  "Browser Agent Runner",
 			Fields: actions.BrowserAgentRunnerConfigMeta(),
 		},
-		{
-			Name:   "deep-research-runner",
-			Label:  "Deep Research Runner",
-			Fields: actions.DeepResearchRunnerConfigMeta(),
-		},
 		{
 			Name:   "generate_image",
 			Label:  "Generate Image",

services/actions/browseragentrunner.go

@@ -3,7 +3,6 @@ package actions
 import (
 	"context"
 	"fmt"
-	"time"
 
 	"github.com/mudler/LocalAGI/core/types"
 	"github.com/mudler/LocalAGI/pkg/config"
@@ -25,7 +24,7 @@ func NewBrowserAgentRunner(config map[string]string, defaultURL string) *Browser
 		config["baseURL"] = defaultURL
 	}
 
-	client := api.NewClient(config["baseURL"], 15*time.Minute)
+	client := api.NewClient(config["baseURL"])
 
 	return &BrowserAgentRunner{
 		client:           client,

services/actions/deepresearchrunner.go

@@ -1,130 +0,0 @@
-package actions
-
-import (
-	"context"
-	"fmt"
-	"time"
-
-	"github.com/mudler/LocalAGI/core/types"
-	"github.com/mudler/LocalAGI/pkg/config"
-	api "github.com/mudler/LocalAGI/pkg/localoperator"
-	"github.com/sashabaranov/go-openai/jsonschema"
-)
-
-const (
-	MetadataDeepResearchResult = "deep_research_result"
-)
-
-type DeepResearchRunner struct {
-	baseURL, customActionName string
-	client                    *api.Client
-}
-
-func NewDeepResearchRunner(config map[string]string, defaultURL string) *DeepResearchRunner {
-	if config["baseURL"] == "" {
-		config["baseURL"] = defaultURL
-	}
-
-	client := api.NewClient(config["baseURL"], 15*time.Minute)
-
-	return &DeepResearchRunner{
-		client:           client,
-		baseURL:          config["baseURL"],
-		customActionName: config["customActionName"],
-	}
-}
-
-func (d *DeepResearchRunner) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
-	result := api.DeepResearchRequest{}
-	err := params.Unmarshal(&result)
-	if err != nil {
-		return types.ActionResult{}, fmt.Errorf("failed to unmarshal params: %w", err)
-	}
-
-	req := api.DeepResearchRequest{
-		Topic:               result.Topic,
-		MaxCycles:           result.MaxCycles,
-		MaxNoActionAttempts: result.MaxNoActionAttempts,
-		MaxResults:          result.MaxResults,
-	}
-
-	researchResult, err := d.client.RunDeepResearch(req)
-	if err != nil {
-		return types.ActionResult{}, fmt.Errorf("failed to run deep research: %w", err)
-	}
-
-	// Format the research result into a readable string
-	var resultStr string
-
-	resultStr += "Deep research result\n"
-	resultStr += fmt.Sprintf("Topic: %s\n", researchResult.Topic)
-	resultStr += fmt.Sprintf("Summary: %s\n", researchResult.Summary)
-	resultStr += fmt.Sprintf("Research Cycles: %d\n", researchResult.ResearchCycles)
-	resultStr += fmt.Sprintf("Completion Time: %s\n\n", researchResult.CompletionTime)
-
-	if len(researchResult.Sources) > 0 {
-		resultStr += "Sources:\n"
-		for _, source := range researchResult.Sources {
-			resultStr += fmt.Sprintf("- %s (%s)\n  %s\n", source.Title, source.URL, source.Description)
-		}
-	}
-
-	return types.ActionResult{
-		Result:   fmt.Sprintf("Deep research completed successfully.\n%s", resultStr),
-		Metadata: map[string]interface{}{MetadataDeepResearchResult: researchResult},
-	}, nil
-}
-
-func (d *DeepResearchRunner) Definition() types.ActionDefinition {
-	actionName := "run_deep_research"
-	if d.customActionName != "" {
-		actionName = d.customActionName
-	}
-	description := "Run a deep research on a specific topic, gathering information from multiple sources and providing a comprehensive summary"
-	return types.ActionDefinition{
-		Name:        types.ActionDefinitionName(actionName),
-		Description: description,
-		Properties: map[string]jsonschema.Definition{
-			"topic": {
-				Type:        jsonschema.String,
-				Description: "The topic to research",
-			},
-			"max_cycles": {
-				Type:        jsonschema.Number,
-				Description: "Maximum number of research cycles to perform (optional)",
-			},
-			"max_no_action_attempts": {
-				Type:        jsonschema.Number,
-				Description: "Maximum number of attempts without taking an action (optional)",
-			},
-			"max_results": {
-				Type:        jsonschema.Number,
-				Description: "Maximum number of results to collect (optional)",
-			},
-		},
-		Required: []string{"topic"},
-	}
-}
-
-func (d *DeepResearchRunner) Plannable() bool {
-	return true
-}
-
-// DeepResearchRunnerConfigMeta returns the metadata for Deep Research Runner action configuration fields
-func DeepResearchRunnerConfigMeta() []config.Field {
-	return []config.Field{
-		{
-			Name:     "baseURL",
-			Label:    "Base URL",
-			Type:     config.FieldTypeText,
-			Required: false,
-			HelpText: "Base URL of the LocalOperator API",
-		},
-		{
-			Name:     "customActionName",
-			Label:    "Custom Action Name",
-			Type:     config.FieldTypeText,
-			HelpText: "Custom name for this action",
-		},
-	}
-}