Fix: rag panics

bot.go

@@ -429,13 +429,11 @@ func chatRagUse(qText string) (string, error) {
 			logger.Error("failed to get embs", "error", err, "index", i, "question", q)
 			continue
 		}
-
 		// Create EmbeddingResp struct for the search
 		embeddingResp := &models.EmbeddingResp{
 			Embedding: emb,
 			Index:     0, // Not used in search but required for the struct
 		}
-
 		vecs, err := ragger.SearchEmb(embeddingResp)
 		if err != nil {
 			logger.Error("failed to query embs", "error", err, "index", i, "question", q)

config.example.toml

@@ -10,7 +10,7 @@ DeepSeekModel = "deepseek-reasoner"
 OpenRouterCompletionAPI = "https://openrouter.ai/api/v1/completions"
 OpenRouterChatAPI = "https://openrouter.ai/api/v1/chat/completions"
 # OpenRouterToken = ""
-EmbedURL = "http://localhost:8080/v1/embeddings"
+EmbedURL = "http://localhost:8082/v1/embeddings"
 ShowSys = true
 LogFile = "log.txt"
 UserRole = "user"
@@ -19,7 +19,7 @@ AssistantRole = "assistant"
 SysDir = "sysprompts"
 ChunkLimit = 100000
 # rag settings
-RAGBatchSize = 10
+RAGBatchSize = 1
 RAGWordLimit = 80
 RAGWorkers = 2
 RAGDir = "ragimport"

rag/rag.go

@@ -23,6 +23,7 @@ var (
 	ErrRAGStatus        = "some error occurred; failed to transfer data to vector db"
 )
 
+
 type RAG struct {
 	logger   *slog.Logger
 	store    storage.FullRepo
@@ -58,7 +59,12 @@ func (r *RAG) LoadRAG(fpath string) error {
 		return err
 	}
 	r.logger.Debug("rag: loaded file", "fp", fpath)
-	LongJobStatusCh <- LoadedFileRAGStatus
+	select {
+	case LongJobStatusCh <- LoadedFileRAGStatus:
+	default:
+		r.logger.Warn("LongJobStatusCh channel is full or closed, dropping status message", "message", LoadedFileRAGStatus)
+		// Channel is full or closed, ignore the message to prevent panic
+	}
 
 	fileText := string(data)
 	tokenizer, err := english.NewSentenceTokenizer(nil)
@@ -116,11 +122,10 @@ func (r *RAG) LoadRAG(fpath string) error {
 		batchCh   = make(chan map[int][]string, maxChSize)
 		vectorCh  = make(chan []models.VectorRow, maxChSize)
 		errCh     = make(chan error, 1)
-		doneCh    = make(chan bool, 1)
+		wg        = new(sync.WaitGroup)
 		lock      = new(sync.Mutex)
 	)
 
-	defer close(doneCh)
 	defer close(errCh)
 	defer close(batchCh)
 
@@ -139,19 +144,41 @@ func (r *RAG) LoadRAG(fpath string) error {
 
 	finishedBatchesMsg := fmt.Sprintf("finished batching batches#: %d; paragraphs: %d; sentences: %d\n", ctn+1, len(paragraphs), len(sents))
 	r.logger.Debug(finishedBatchesMsg)
-	LongJobStatusCh <- finishedBatchesMsg
+	select {
+	case LongJobStatusCh <- finishedBatchesMsg:
+	default:
+		r.logger.Warn("LongJobStatusCh channel is full or closed, dropping status message", "message", finishedBatchesMsg)
+		// Channel is full or closed, ignore the message to prevent panic
+	}
 
-	// Start worker goroutines
+	// Start worker goroutines with WaitGroup
+	wg.Add(int(r.cfg.RAGWorkers))
 	for w := 0; w < int(r.cfg.RAGWorkers); w++ {
-		go r.batchToVectorAsync(lock, w, batchCh, vectorCh, errCh, doneCh, path.Base(fpath))
+		go func(workerID int) {
+			defer wg.Done()
+			r.batchToVectorAsync(lock, workerID, batchCh, vectorCh, errCh, path.Base(fpath))
+		}(w)
 	}
-	// Wait for embedding to be done
+
-	<-doneCh
+	// Use a goroutine to close the batchCh when all batches are sent
-	err = <-errCh
+	go func() {
-	if err != nil {
+		wg.Wait()
-		return err
+		close(vectorCh) // Close vectorCh when all workers are done
+	}()
+
+	// Check for errors from workers
+	// Use a non-blocking check for errors
+	select {
+	case err := <-errCh:
+		if err != nil {
+			r.logger.Error("error during RAG processing", "error", err)
+			return err
+		}
+	default:
+		// No immediate error, continue
 	}
-	// Write vectors to storage
+
+	// Write vectors to storage - this will block until vectorCh is closed
 	return r.writeVectors(vectorCh)
 }
 
@@ -161,14 +188,24 @@ func (r *RAG) writeVectors(vectorCh chan []models.VectorRow) error {
 			for _, vector := range batch {
 				if err := r.storage.WriteVector(&vector); err != nil {
 					r.logger.Error("failed to write vector to DB", "error", err, "slug", vector.Slug)
-					LongJobStatusCh <- ErrRAGStatus
+					select {
+					case LongJobStatusCh <- ErrRAGStatus:
+					default:
+						r.logger.Warn("LongJobStatusCh channel is full or closed, dropping status message", "message", ErrRAGStatus)
+						// Channel is full or closed, ignore the message to prevent panic
+					}
 					return err // Stop the entire RAG operation on DB error
 				}
 			}
 			r.logger.Debug("wrote batch to db", "size", len(batch), "vector_chan_len", len(vectorCh))
 			if len(vectorCh) == 0 {
 				r.logger.Debug("finished writing vectors")
-				LongJobStatusCh <- FinishedRAGStatus
+				select {
+				case LongJobStatusCh <- FinishedRAGStatus:
+				default:
+					r.logger.Warn("LongJobStatusCh channel is full or closed, dropping status message", "message", FinishedRAGStatus)
+					// Channel is full or closed, ignore the message to prevent panic
+				}
 				return nil
 			}
 		}
@@ -176,12 +213,18 @@ func (r *RAG) writeVectors(vectorCh chan []models.VectorRow) error {
 }
 
 func (r *RAG) batchToVectorAsync(lock *sync.Mutex, id int, inputCh <-chan map[int][]string,
-	vectorCh chan<- []models.VectorRow, errCh chan error, doneCh chan bool, filename string) {
+	vectorCh chan<- []models.VectorRow, errCh chan error, filename string) {
 	var err error
+
 	defer func() {
-		if len(doneCh) == 0 {
+		// For errCh, make sure we only send if there's actually an error and the channel can accept it
-			doneCh <- true
+		if err != nil {
-			errCh <- err
+			select {
+			case errCh <- err:
+			default:
+				// errCh might be full or closed, log but don't panic
+				r.logger.Warn("errCh channel full or closed, skipping error propagation", "worker", id, "error", err)
+			}
 		}
 	}()
 
@@ -211,7 +254,13 @@ func (r *RAG) batchToVectorAsync(lock *sync.Mutex, id int, inputCh <-chan map[in
 		}
 
 		r.logger.Debug("processed batch", "batches#", len(inputCh), "worker#", id)
-		LongJobStatusCh <- fmt.Sprintf("converted to vector; batches: %d, worker#: %d", len(inputCh), id)
+		statusMsg := fmt.Sprintf("converted to vector; batches: %d, worker#: %d", len(inputCh), id)
+		select {
+		case LongJobStatusCh <- statusMsg:
+		default:
+			r.logger.Warn("LongJobStatusCh channel full or closed, dropping status message", "message", statusMsg)
+			// Channel is full or closed, ignore the message to prevent panic
+		}
 	}
 }