chore: bump cogito (#8568)

Adapt to new API and drop call to Ask()

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

.github/gallery-agent/agent.go

@@ -146,7 +146,7 @@ func getRealReadme(ctx context.Context, repository string) (string, error) {
 		return "", err
 	}
 
-	content := newFragment.LastMessage().Content
+	content := result.LastMessage().Content
 	return cleanTextContent(content), nil
 }
 

core/http/endpoints/localai/mcp.go

@@ -162,11 +162,6 @@ func MCPEndpoint(cl *config.ModelConfigLoader, ml *model.ModelLoader, evaluator
 				return err
 			}
 
-			f, err = defaultLLM.Ask(ctxWithCancellation, f)
-			if err != nil {
-				return err
-			}
-
 			resp := &schema.OpenAIResponse{
 				ID:      id,
 				Created: created,
@@ -252,17 +247,6 @@ func MCPEndpoint(cl *config.ModelConfigLoader, ml *model.ModelLoader, evaluator
 				return
 			}
 
-			// Get final response
-			f, err = defaultLLM.Ask(ctxWithCancellation, f)
-			if err != nil {
-				events <- MCPErrorEvent{
-					Type:    "error",
-					Message: fmt.Sprintf("Failed to get response: %v", err),
-				}
-				ended <- err
-				return
-			}
-
 			// Stream final assistant response
 			content := f.LastMessage().Content
 			events <- MCPAssistantEvent{

core/http/endpoints/openresponses/responses.go

@@ -1004,12 +1004,6 @@ func handleBackgroundMCPNonStream(ctx context.Context, store *ResponseStore, res
 	default:
 	}
 
-	// Get final response
-	f, err = defaultLLM.Ask(ctx, f)
-	if err != nil {
-		return nil, fmt.Errorf("failed to get response: %w", err)
-	}
-
 	// Convert fragment to Open Responses format
 	fPtr := &f
 	outputItems := convertCogitoFragmentToORItems(fPtr)
@@ -1186,21 +1180,6 @@ func handleBackgroundMCPStream(ctx context.Context, store *ResponseStore, respon
 		default:
 		}
 
-		// Get final response
-		f, err = defaultLLM.Ask(ctx, f)
-		if err != nil {
-			select {
-			case <-ctx.Done():
-				ended <- ctx.Err()
-			case events <- map[string]interface{}{
-				"type":    "error",
-				"message": fmt.Sprintf("Failed to get response: %v", err),
-			}:
-				ended <- err
-			}
-			return
-		}
-
 		// Stream final assistant message
 		content := f.LastMessage().Content
 		messageID := fmt.Sprintf("msg_%s", uuid.New().String())
@@ -2580,12 +2559,6 @@ func handleMCPNonStream(c echo.Context, responseID string, createdAt int64, inpu
 		return sendOpenResponsesError(c, 500, "model_error", fmt.Sprintf("failed to execute tools: %v", err), "")
 	}
 
-	// Get final response
-	f, err = defaultLLM.Ask(ctx, f)
-	if err != nil {
-		return sendOpenResponsesError(c, 500, "model_error", fmt.Sprintf("failed to get response: %v", err), "")
-	}
-
 	// Convert fragment to Open Responses format
 	fPtr := &f
 	outputItems := convertCogitoFragmentToORItems(fPtr)
@@ -2730,17 +2703,6 @@ func handleMCPStream(c echo.Context, responseID string, createdAt int64, input *
 			return
 		}
 
-		// Get final response
-		f, err = defaultLLM.Ask(ctx, f)
-		if err != nil {
-			events <- map[string]interface{}{
-				"type":    "error",
-				"message": fmt.Sprintf("Failed to get response: %v", err),
-			}
-			ended <- err
-			return
-		}
-
 		// Stream final assistant message
 		content := f.LastMessage().Content
 		messageID := fmt.Sprintf("msg_%s", uuid.New().String())

core/services/agent_jobs.go

@@ -27,8 +27,8 @@ import (
 	"github.com/mudler/LocalAI/pkg/model"
 	"github.com/mudler/LocalAI/pkg/xsync"
 	"github.com/mudler/cogito"
-	"github.com/robfig/cron/v3"
 	"github.com/mudler/xlog"
+	"github.com/robfig/cron/v3"
 )
 
 // AgentJobService manages agent tasks and job execution
@@ -894,17 +894,6 @@ func (s *AgentJobService) executeJobInternal(job schema.Job, task schema.Task, c
 		return fmt.Errorf("failed to execute tools: %w", err)
 	}
 
-	// Get final response
-	f, err = defaultLLM.Ask(ctx, f)
-	if err != nil {
-		job.Status = schema.JobStatusFailed
-		job.Error = fmt.Sprintf("failed to get response: %v", err)
-		completedAt := time.Now()
-		job.CompletedAt = &completedAt
-		s.jobs.Set(job.ID, job)
-		return fmt.Errorf("failed to get response: %w", err)
-	}
-
 	// Extract traces from fragment.Status after execution
 	// This provides complete information about tool calls and results
 	// We use Status data to supplement/replace callback data for completeness

go.mod

@@ -33,7 +33,7 @@ require (
 	github.com/mholt/archiver/v3 v3.5.1
 	github.com/microcosm-cc/bluemonday v1.0.27
 	github.com/modelcontextprotocol/go-sdk v1.2.0
-	github.com/mudler/cogito v0.8.1
+	github.com/mudler/cogito v0.8.2-0.20260214201734-da0d4ceb2b44
 	github.com/mudler/edgevpn v0.31.1
 	github.com/mudler/go-processmanager v0.1.0
 	github.com/mudler/memory v0.0.0-20251216220809-d1256471a6c2

go.sum

@@ -511,6 +511,8 @@ github.com/mr-tron/base58 v1.2.0 h1:T/HDJBh4ZCPbU39/+c3rRvE0uKBQlU27+QI8LJ4t64o=
 github.com/mr-tron/base58 v1.2.0/go.mod h1:BinMc/sQntlIE1frQmRFPUoPA1Zkr8VRgBdjWI2mNwc=
 github.com/mudler/cogito v0.8.1 h1:66qPJkAMrq/Vo8AC/PvXWuVxYPhi7X2DQuJIilL8+3I=
 github.com/mudler/cogito v0.8.1/go.mod h1:6sfja3lcu2nWRzEc0wwqGNu/eCG3EWgij+8s7xyUeQ4=
+github.com/mudler/cogito v0.8.2-0.20260214201734-da0d4ceb2b44 h1:joGszpItINnZdoL/0p2077Wz2xnxMGRSRgYN5mS7I4c=
+github.com/mudler/cogito v0.8.2-0.20260214201734-da0d4ceb2b44/go.mod h1:6sfja3lcu2nWRzEc0wwqGNu/eCG3EWgij+8s7xyUeQ4=
 github.com/mudler/edgevpn v0.31.1 h1:7qegiDWd0kAg6ljhNHxqvp8hbo/6BbzSdbb7/2WZfiY=
 github.com/mudler/edgevpn v0.31.1/go.mod h1:ftV5B0nKFzm4R8vR80UYnCb2nf7lxCRgAALxUEEgCf8=
 github.com/mudler/go-piper v0.0.0-20241023091659-2494246fd9fc h1:RxwneJl1VgvikiX28EkpdAyL4yQVnJMrbquKospjHyA=