Chore: panic is not solved (WIP)

Makefile

@@ -1,4 +1,4 @@
-.PHONY: setconfig run lint lintall install-linters setup-whisper build-whisper download-whisper-model docker-up docker-down docker-logs noextra-run installdelve checkdelve fetch-onnx install-onnx-deps
+.PHONY: setconfig run lint lintall install-linters setup-whisper build-whisper download-whisper-model docker-up docker-down docker-logs noextra-run installdelve checkdelve fetch-onnx install-onnx-deps fetch-kokoro-voices install-espeak
 
 run: setconfig
 	go build -tags extra -o gf-lt && ./gf-lt
@@ -33,6 +33,9 @@ lintall: lint
 fetch-onnx:
 	mkdir -p onnx/embedgemma && curl -o onnx/embedgemma/config.json -L https://huggingface.co/onnx-community/embeddinggemma-300m-ONNX/resolve/main/config.json && curl -o onnx/embedgemma/tokenizer.json -L https://huggingface.co/onnx-community/embeddinggemma-300m-ONNX/resolve/main/tokenizer.json && curl -o onnx/embedgemma/model_q4.onnx -L https://huggingface.co/onnx-community/embeddinggemma-300m-ONNX/resolve/main/onnx/model_q4.onnx && curl -o onnx/embedgemma/model_q4.onnx_data -L https://huggingface.co/onnx-community/embeddinggemma-300m-ONNX/resolve/main/onnx/model_q4.onnx_data?download=true
 
+fetch-kokoro-onnx:
+	mkdir -p onnx/kokoro && curl -o onnx/kokoro/config.json -L https://huggingface.co/onnx-community/Kokoro-82M-v1.0-ONNX/resolve/main/config.json && curl -o onnx/kokoro/tokenizer.json -L https://huggingface.co/onnx-community/Kokoro-82M-v1.0-ONNX/resolve/main/tokenizer.json && curl -o onnx/kokoro/model_quantized.onnx -L https://huggingface.co/onnx-community/Kokoro-82M-v1.0-ONNX/resolve/main/onnx/model_quantized.onnx && curl -o onnx/kokoro/voices.bin -L https://github.com/thewh1teagle/kokoro-onnx/releases/download/model-files-v1.0/voices-v1.0.bin
+
 install-onnx-deps: ## Install ONNX Runtime with CUDA support (or CPU fallback)
 	@echo "=== ONNX Runtime Installer ===" && \
 	echo "" && \
@@ -143,10 +146,11 @@ build-whisper: ## Build whisper.cpp from source in batteries directory
 
 download-whisper-model: ## Download Whisper model for STT in batteries directory
 	@echo "Downloading Whisper model for STT..."
-	@if [ ! -d "batteries/whisper.cpp/models" ]; then \
+	@if [ ! -d "batteries/whisper.cpp" ]; then \
-		mkdir -p "batteries/whisper.cpp/models" \
+		echo "Please run 'make setup-whisper' first to clone the repository."; \
+		exit 1; \
 	fi
-	curl -o batteries/whisper.cpp/models/ggml-large-v3-turbo-q5_0.bin -L "https://huggingface.co/ggerganov/whisper.cpp/resolve/main/ggml-large-v3-turbo-q5_0.bin?download=true"
+	@cd batteries/whisper.cpp && bash ./models/download-ggml-model.sh large-v3-turbo-q5_0
 	@echo "Whisper model downloaded successfully!"
 
 # Docker targets for STT/TTS services (in batteries directory)
@@ -193,3 +197,25 @@ docker-logs-whisper: ## View logs from Whisper STT service only
 docker-logs-kokoro: ## View logs from Kokoro TTS service only
 	@echo "Displaying logs from Kokoro TTS service..."
 	docker-compose -f batteries/docker-compose.yml logs -f kokoro-tts
+
+# Kokoro ONNX TTS Setup
+install-espeak: ## Install espeak-ng for phoneme tokenization
+	@echo "=== Installing espeak-ng ===" && \
+	if command -v espeak-ng >/dev/null 2>&1; then \
+		echo "espeak-ng is already installed:" && \
+		espeak-ng --version && \
+		exit 0; \
+	fi && \
+	echo "Installing espeak-ng..." && \
+	sudo apt-get update && \
+	sudo apt-get install -y espeak-ng espeak && \
+	echo "espeak-ng installed successfully!" && \
+	espeak-ng --version
+
+fetch-kokoro-voices: ## Download Kokoro voice files (PyTorch format)
+	@echo "=== Downloading Kokoro voices ===" && \
+	mkdir -p onnx/kokoro/voices && \
+	echo "Downloading af_bella voice..." && \
+	curl -L -o onnx/kokoro/voices/af_bella.pt https://raw.githubusercontent.com/hexgrad/kokoro/main/kokoro/voices/af_heart.pt && \
+	echo "Voice file downloaded to onnx/kokoro/voices/" && \
+	ls -lh onnx/kokoro/voices/

README.md

@@ -13,12 +13,6 @@ made with use of [tview](https://github.com/rivo/tview)
 #### how it looks
 ![how it looks](assets/ex01.png)
 
-
-#### dependencies
-- make
-- go
-- ffmpeg (extra)
-
 #### how to install
 (requires golang)
 clone the project

batteries/docker-compose.yml

@@ -6,27 +6,19 @@ services:
     ports:
       - "8081:8081"
     volumes:
-      - ./whisper.cpp/models/ggml-large-v3-turbo-q5_0.bin:/app/models/ggml-large-v3-turbo-q5_0.bin
+      - whisper_models:/app/models
     working_dir: /app
     entrypoint: ""
     command: >
       sh -c "
-      if [ ! -f /app/models/ggml-large-v3-turbo-q5_0.bin ]; then
+      if [ ! -f /app/models/ggml-large-v3-turbo.bin ]; then
-        echo 'Downloading ggml-large-v3-turboq5_0 model...'
+        echo 'Downloading ggml-large-v3-turbo model...'
-      	curl -o /app/models/ggml-large-v3-turbo-q5_0.bin -L "https://huggingface.co/ggerganov/whisper.cpp/resolve/main/ggml-large-v3-turbo-q5_0.bin?download=true"
+        ./download-ggml-model.sh large-v3-turbo /app/models
       fi &&
-      ./build/bin/whisper-server -m /app/models/ggml-large-v3-turbo-q5_0.bin -t 4 -p 1 --port 8081 --host 0.0.0.0
+      ./build/bin/whisper-server -m /app/models/ggml-large-v3-turbo.bin -t 4 -p 1 --port 8081 --host 0.0.0.0
       "
     environment:
       - WHISPER_LOG_LEVEL=3
-    # For GPU support, uncomment the following lines:
-    deploy:
-      resources:
-        reservations:
-          devices:
-            - driver: nvidia
-              count: 1
-              capabilities: [gpu]
     # Restart policy in case the service fails
     restart: unless-stopped
 
@@ -53,5 +45,7 @@ services:
 volumes:
   models:
     driver: local
+  audio:
+    driver: local
   whisper_models:
     driver: local

bot.go

@@ -16,13 +16,13 @@ import (
 	"log/slog"
 	"net"
 	"net/http"
+	"net/url"
 	"os"
 	"regexp"
 	"slices"
 	"strconv"
 	"strings"
 	"sync"
-	"sync/atomic"
 	"time"
 )
 
@@ -41,7 +41,7 @@ var (
 	store           storage.FullRepo
 	defaultFirstMsg = "Hello! What can I do for you?"
 	defaultStarter  = []models.RoleMsg{}
-	interruptResp   atomic.Bool
+	interruptResp   = false
 	ragger          *rag.RAG
 	chunkParser     ChunkParser
 	lastToolCall    *models.FuncCall
@@ -253,7 +253,12 @@ func createClient(connectTimeout time.Duration) *http.Client {
 }
 
 func warmUpModel() {
-	if !isLocalLlamacpp() {
+	u, err := url.Parse(cfg.CurrentAPI)
+	if err != nil {
+		return
+	}
+	host := u.Hostname()
+	if host != "localhost" && host != "127.0.0.1" && host != "::1" {
 		return
 	}
 	// Check if model is already loaded
@@ -413,7 +418,9 @@ func fetchLCPModelsWithStatus() (*models.LCPModels, error) {
 	if err := json.NewDecoder(resp.Body).Decode(data); err != nil {
 		return nil, err
 	}
+	localModelsMu.Lock()
 	localModelsData = data
+	localModelsMu.Unlock()
 	return data, nil
 }
 
@@ -644,7 +651,7 @@ func sendMsgToLLM(body io.Reader) {
 			// continue
 		}
 		if len(line) <= 1 {
-			if interruptResp.Load() {
+			if interruptResp {
 				goto interrupt // get unstuck from bad connection
 			}
 			continue // skip \n
@@ -737,7 +744,8 @@ func sendMsgToLLM(body io.Reader) {
 			lastToolCall.ID = chunk.ToolID
 		}
 	interrupt:
-		if interruptResp.Load() { // read bytes, so it would not get into beginning of the next req
+		if interruptResp { // read bytes, so it would not get into beginning of the next req
+			// interruptResp = false
 			logger.Info("interrupted bot response", "chunk_counter", counter)
 			streamDone <- true
 			break
@@ -770,14 +778,14 @@ func showSpinner() {
 	if cfg.WriteNextMsgAsCompletionAgent != "" {
 		botPersona = cfg.WriteNextMsgAsCompletionAgent
 	}
-	for botRespMode.Load() || toolRunningMode.Load() {
+	for botRespMode || toolRunningMode {
 		time.Sleep(400 * time.Millisecond)
 		spin := i % len(spinners)
 		app.QueueUpdateDraw(func() {
 			switch {
-			case toolRunningMode.Load():
+			case toolRunningMode:
 				textArea.SetTitle(spinners[spin] + " tool")
-			case botRespMode.Load():
+			case botRespMode:
 				textArea.SetTitle(spinners[spin] + " " + botPersona + " (F6 to interrupt)")
 			default:
 				textArea.SetTitle(spinners[spin] + " input")
@@ -791,8 +799,8 @@ func showSpinner() {
 }
 
 func chatRound(r *models.ChatRoundReq) error {
-	interruptResp.Store(false)
+	interruptResp = false
-	botRespMode.Store(true)
+	botRespMode = true
 	go showSpinner()
 	updateStatusLine()
 	botPersona := cfg.AssistantRole
@@ -800,7 +808,7 @@ func chatRound(r *models.ChatRoundReq) error {
 		botPersona = cfg.WriteNextMsgAsCompletionAgent
 	}
 	defer func() {
-		botRespMode.Store(false)
+		botRespMode = false
 		ClearImageAttachment()
 	}()
 	// check that there is a model set to use if is not local
@@ -851,7 +859,7 @@ out:
 				if thinkingCollapsed {
 					// Show placeholder immediately when thinking starts in collapsed mode
 					fmt.Fprint(textView, "[yellow::i][thinking... (press Alt+T to expand)][-:-:-]")
-					if cfg.AutoScrollEnabled {
+					if scrollToEndEnabled {
 						textView.ScrollToEnd()
 					}
 					respText.WriteString(chunk)
@@ -866,7 +874,7 @@ out:
 						// Thinking already displayed as placeholder, just update respText
 						respText.WriteString(chunk)
 						justExitedThinkingCollapsed = true
-						if cfg.AutoScrollEnabled {
+						if scrollToEndEnabled {
 							textView.ScrollToEnd()
 						}
 						continue
@@ -887,10 +895,8 @@ out:
 			fmt.Fprint(textView, chunk)
 			respText.WriteString(chunk)
 			// Update the message in chatBody.Messages so it persists during Alt+T
-			if !r.Resume {
+			chatBody.Messages[msgIdx].Content = respText.String()
-				chatBody.Messages[msgIdx].Content += respText.String()
+			if scrollToEndEnabled {
-			}
-			if cfg.AutoScrollEnabled {
 				textView.ScrollToEnd()
 			}
 			// Send chunk to audio stream handler
@@ -900,7 +906,7 @@ out:
 		case toolChunk := <-openAIToolChan:
 			fmt.Fprint(textView, toolChunk)
 			toolResp.WriteString(toolChunk)
-			if cfg.AutoScrollEnabled {
+			if scrollToEndEnabled {
 				textView.ScrollToEnd()
 			}
 		case <-streamDone:
@@ -908,7 +914,7 @@ out:
 				chunk := <-chunkChan
 				fmt.Fprint(textView, chunk)
 				respText.WriteString(chunk)
-				if cfg.AutoScrollEnabled {
+				if scrollToEndEnabled {
 					textView.ScrollToEnd()
 				}
 				if cfg.TTS_ENABLED {
@@ -930,7 +936,7 @@ out:
 		}
 		lastRespStats = nil
 	}
-	botRespMode.Store(false)
+	botRespMode = false
 	if r.Resume {
 		chatBody.Messages[len(chatBody.Messages)-1].Content += respText.String()
 		updatedMsg := chatBody.Messages[len(chatBody.Messages)-1]
@@ -959,7 +965,7 @@ out:
 	}
 	// Strip think blocks before parsing for tool calls
 	respTextNoThink := thinkBlockRE.ReplaceAllString(respText.String(), "")
-	if interruptResp.Load() {
+	if interruptResp {
 		return nil
 	}
 	if findCall(respTextNoThink, toolResp.String()) {
@@ -1194,9 +1200,9 @@ func findCall(msg, toolCall string) bool {
 	}
 	// Show tool call progress indicator before execution
 	fmt.Fprintf(textView, "\n[yellow::i][tool: %s...][-:-:-]", fc.Name)
-	toolRunningMode.Store(true)
+	toolRunningMode = true
 	resp := callToolWithAgent(fc.Name, fc.Args)
-	toolRunningMode.Store(false)
+	toolRunningMode = false
 	toolMsg := string(resp)
 	logger.Info("llm used a tool call", "tool_name", fc.Name, "too_args", fc.Args, "id", fc.ID, "tool_resp", toolMsg)
 	// Create tool response message with the proper tool_call_id
@@ -1396,22 +1402,24 @@ func updateModelLists() {
 	localModelsMu.Lock()
 	LocalModels = ml
 	localModelsMu.Unlock()
-	// set already loaded model in llama.cpp
+	for statusLineWidget == nil {
-	if !isLocalLlamacpp() {
+		time.Sleep(time.Millisecond * 100)
-		return
 	}
-	localModelsMu.Lock()
+	// set already loaded model in llama.cpp
-	defer localModelsMu.Unlock()
+	if strings.Contains(cfg.CurrentAPI, "localhost") || strings.Contains(cfg.CurrentAPI, "127.0.0.1") {
-	for i := range LocalModels {
+		localModelsMu.Lock()
-		if strings.Contains(LocalModels[i], models.LoadedMark) {
+		defer localModelsMu.Unlock()
-			m := strings.TrimPrefix(LocalModels[i], models.LoadedMark)
+		for i := range LocalModels {
-			cfg.CurrentModel = m
+			if strings.Contains(LocalModels[i], models.LoadedMark) {
-			chatBody.Model = m
+				m := strings.TrimPrefix(LocalModels[i], models.LoadedMark)
-			cachedModelColor.Store("green")
+				cfg.CurrentModel = m
-			updateStatusLine()
+				chatBody.Model = m
-			updateToolCapabilities()
+				cachedModelColor = "green"
-			app.Draw()
+				updateStatusLine()
-			return
+				updateToolCapabilities()
+				app.Draw()
+				return
+			}
 		}
 	}
 }
@@ -1491,7 +1499,7 @@ func init() {
 	// load cards
 	basicCard.Role = cfg.AssistantRole
 	logLevel.Set(slog.LevelInfo)
-	logger = slog.New(slog.NewTextHandler(logfile, &slog.HandlerOptions{Level: logLevel}))
+	logger = slog.New(slog.NewTextHandler(logfile, &slog.HandlerOptions{Level: logLevel, AddSource: true}))
 	store = storage.NewProviderSQL(cfg.DBPATH, logger)
 	if store == nil {
 		cancel()
@@ -1545,9 +1553,57 @@ func init() {
 			}
 		}
 	}
-	// atomic default values
+	// Initialize scrollToEndEnabled based on config
-	cachedModelColor.Store("orange")
+	scrollToEndEnabled = cfg.AutoScrollEnabled
+	go updateModelLists()
 	go chatWatcher(ctx)
-	initTUI()
+}
-	initTools()
+
+func getValidKnowToRecipient(msg *models.RoleMsg) (string, bool) {
+	if cfg == nil || !cfg.CharSpecificContextEnabled {
+		return "", false
+	}
+	// case where all roles are in the tag => public message
+	cr := listChatRoles()
+	slices.Sort(cr)
+	slices.Sort(msg.KnownTo)
+	if slices.Equal(cr, msg.KnownTo) {
+		logger.Info("got msg with tag mentioning every role")
+		return "", false
+	}
+	// Check each character in the KnownTo list
+	for _, recipient := range msg.KnownTo {
+		if recipient == msg.Role || recipient == cfg.ToolRole {
+			// weird cases, skip
+			continue
+		}
+		// Skip if this is the user character (user handles their own turn)
+		// If user is in KnownTo, stop processing - it's the user's turn
+		if recipient == cfg.UserRole || recipient == cfg.WriteNextMsgAs {
+			return "", false
+		}
+		return recipient, true
+	}
+	return "", false
+}
+
+// triggerPrivateMessageResponses checks if a message was sent privately to specific characters
+// and triggers those non-user characters to respond
+func triggerPrivateMessageResponses(msg *models.RoleMsg) {
+	recipient, ok := getValidKnowToRecipient(msg)
+	if !ok || recipient == "" {
+		return
+	}
+	// Trigger the recipient character to respond
+	triggerMsg := recipient + ":\n"
+	// Send empty message so LLM continues naturally from the conversation
+	crr := &models.ChatRoundReq{
+		UserMsg: triggerMsg,
+		Role:    recipient,
+		Resume:  true,
+	}
+	fmt.Fprintf(textView, "\n[-:-:b](%d) ", len(chatBody.Messages))
+	fmt.Fprint(textView, roleToIcon(recipient))
+	fmt.Fprint(textView, "[-:-:-]\n")
+	chatRoundChan <- crr
 }

config.example.toml

@@ -28,8 +28,8 @@ AutoScrollEnabled = true
 AutoCleanToolCallsFromCtx = false
 # rag settings
 RAGBatchSize = 1
-RAGWordLimit = 250
+RAGWordLimit = 80
-RAGOverlapWords = 25
+RAGOverlapWords = 16
 RAGDir = "ragimport"
 # extra tts
 TTS_ENABLED = false

config/config.go

@@ -27,6 +27,7 @@ type Config struct {
 	WriteNextMsgAs                string
 	WriteNextMsgAsCompletionAgent string
 	SkipLLMResp                   bool
+	AutoCleanToolCallsFromCtx     bool   `toml:"AutoCleanToolCallsFromCtx"`
 	DBPATH                        string `toml:"DBPATH"`
 	FilePickerDir                 string `toml:"FilePickerDir"`
 	FilePickerExts                string `toml:"FilePickerExts"`
@@ -60,6 +61,10 @@ type Config struct {
 	TTS_SPEED    float32 `toml:"TTS_SPEED"`
 	TTS_PROVIDER string  `toml:"TTS_PROVIDER"`
 	TTS_LANGUAGE string  `toml:"TTS_LANGUAGE"`
+	// Kokoro ONNX TTS
+	KokoroModelPath  string `toml:"KokoroModelPath"`
+	KokoroVoicesPath string `toml:"KokoroVoicesPath"`
+	KokoroVoice      string `toml:"KokoroVoice"`
 	// STT
 	STT_TYPE          string `toml:"STT_TYPE"` // WHISPER_SERVER, WHISPER_BINARY
 	STT_URL           string `toml:"STT_URL"`

docs/config.md

@@ -63,6 +63,9 @@ This document explains how to set up and configure the application using the `co
 #### AutoScrollEnabled (`true`)
 - Whether to automatically scroll chat window while llm streams its repsonse.
 
+#### AutoCleanToolCallsFromCtx (`false`)
+- Whether to automatically clean tool calls from the conversation context to manage token usage.
+
 ### RAG (Retrieval Augmented Generation) Settings
 
 #### EmbedURL (`"http://localhost:8082/v1/embeddings"`)

extra/google_tts.go

@@ -1,218 +0,0 @@
-//go:build extra
-// +build extra
-
-package extra
-
-import (
-	"fmt"
-	"gf-lt/models"
-	"io"
-	"log/slog"
-	"os/exec"
-	"strings"
-	"sync"
-
-	google_translate_tts "github.com/GrailFinder/google-translate-tts"
-	"github.com/neurosnap/sentences/english"
-)
-
-type GoogleTranslateOrator struct {
-	logger *slog.Logger
-	mu     sync.Mutex
-	speech *google_translate_tts.Speech
-	// fields for playback control
-	cmd    *exec.Cmd
-	cmdMu  sync.Mutex
-	stopCh chan struct{}
-	// text buffer and interrupt flag
-	textBuffer strings.Builder
-	interrupt  bool
-	Speed      float32
-}
-
-func (o *GoogleTranslateOrator) stoproutine() {
-	for {
-		<-TTSDoneChan
-		o.logger.Debug("orator got done signal")
-		o.Stop()
-		for len(TTSTextChan) > 0 {
-			<-TTSTextChan
-		}
-		o.mu.Lock()
-		o.textBuffer.Reset()
-		o.interrupt = true
-		o.mu.Unlock()
-	}
-}
-
-func (o *GoogleTranslateOrator) readroutine() {
-	tokenizer, _ := english.NewSentenceTokenizer(nil)
-	for {
-		select {
-		case chunk := <-TTSTextChan:
-			o.mu.Lock()
-			o.interrupt = false
-			_, err := o.textBuffer.WriteString(chunk)
-			if err != nil {
-				o.logger.Warn("failed to write to stringbuilder", "error", err)
-				o.mu.Unlock()
-				continue
-			}
-			text := o.textBuffer.String()
-			sentences := tokenizer.Tokenize(text)
-			o.logger.Debug("adding chunk", "chunk", chunk, "text", text, "sen-len", len(sentences))
-			if len(sentences) <= 1 {
-				o.mu.Unlock()
-				continue
-			}
-			completeSentences := sentences[:len(sentences)-1]
-			remaining := sentences[len(sentences)-1].Text
-			o.textBuffer.Reset()
-			o.textBuffer.WriteString(remaining)
-			o.mu.Unlock()
-			for _, sentence := range completeSentences {
-				o.mu.Lock()
-				interrupted := o.interrupt
-				o.mu.Unlock()
-				if interrupted {
-					return
-				}
-				cleanedText := models.CleanText(sentence.Text)
-				if cleanedText == "" {
-					continue
-				}
-				o.logger.Debug("calling Speak with sentence", "sent", cleanedText)
-				if err := o.Speak(cleanedText); err != nil {
-					o.logger.Error("tts failed", "sentence", cleanedText, "error", err)
-				}
-			}
-		case <-TTSFlushChan:
-			o.logger.Debug("got flushchan signal start")
-			// lln is done get the whole message out
-			if len(TTSTextChan) > 0 { // otherwise might get stuck
-				for chunk := range TTSTextChan {
-					o.mu.Lock()
-					_, err := o.textBuffer.WriteString(chunk)
-					o.mu.Unlock()
-					if err != nil {
-						o.logger.Warn("failed to write to stringbuilder", "error", err)
-						continue
-					}
-					if len(TTSTextChan) == 0 {
-						break
-					}
-				}
-			}
-			o.mu.Lock()
-			remaining := o.textBuffer.String()
-			remaining = models.CleanText(remaining)
-			o.textBuffer.Reset()
-			o.mu.Unlock()
-			if remaining == "" {
-				continue
-			}
-			o.logger.Debug("calling Speak with remainder", "rem", remaining)
-			sentencesRem := tokenizer.Tokenize(remaining)
-			for _, rs := range sentencesRem { // to avoid dumping large volume of text
-				o.mu.Lock()
-				interrupt := o.interrupt
-				o.mu.Unlock()
-				if interrupt {
-					break
-				}
-				if err := o.Speak(rs.Text); err != nil {
-					o.logger.Error("tts failed", "sentence", rs.Text, "error", err)
-				}
-			}
-		}
-	}
-}
-
-func (o *GoogleTranslateOrator) GetLogger() *slog.Logger {
-	return o.logger
-}
-
-func (o *GoogleTranslateOrator) Speak(text string) error {
-	o.logger.Debug("fn: Speak is called", "text-len", len(text))
-	// Generate MP3 data directly as an io.Reader
-	reader, err := o.speech.GenerateSpeech(text)
-	if err != nil {
-		return fmt.Errorf("generate speech failed: %w", err)
-	}
-	// Wrap in io.NopCloser since GenerateSpeech returns io.Reader (no close needed)
-	body := io.NopCloser(reader)
-	defer body.Close()
-	// Build ffplay command with optional speed filter
-	args := []string{"-nodisp", "-autoexit"}
-	if o.Speed > 0.1 && o.Speed != 1.0 {
-		// atempo range is 0.5 to 2.0; you might clamp it here
-		args = append(args, "-af", fmt.Sprintf("atempo=%.2f", o.Speed))
-	}
-	args = append(args, "-i", "pipe:0")
-	cmd := exec.Command("ffplay", args...)
-	stdin, err := cmd.StdinPipe()
-	if err != nil {
-		return fmt.Errorf("failed to get stdin pipe: %w", err)
-	}
-	o.cmdMu.Lock()
-	o.cmd = cmd
-	o.stopCh = make(chan struct{})
-	o.cmdMu.Unlock()
-	if err := cmd.Start(); err != nil {
-		return fmt.Errorf("failed to start ffplay: %w", err)
-	}
-	copyErr := make(chan error, 1)
-	go func() {
-		_, err := io.Copy(stdin, body)
-		stdin.Close()
-		copyErr <- err
-	}()
-	done := make(chan error, 1)
-	go func() {
-		done <- cmd.Wait()
-	}()
-	select {
-	case <-o.stopCh:
-		if o.cmd != nil && o.cmd.Process != nil {
-			o.cmd.Process.Kill()
-		}
-		<-done
-		return nil
-	case copyErrVal := <-copyErr:
-		if copyErrVal != nil {
-			if o.cmd != nil && o.cmd.Process != nil {
-				o.cmd.Process.Kill()
-			}
-			<-done
-			return copyErrVal
-		}
-		return <-done
-	case err := <-done:
-		return err
-	}
-}
-
-func (o *GoogleTranslateOrator) Stop() {
-	o.cmdMu.Lock()
-	defer o.cmdMu.Unlock()
-	// Signal any running Speak to stop
-	if o.stopCh != nil {
-		select {
-		case <-o.stopCh: // already closed
-		default:
-			close(o.stopCh)
-		}
-		o.stopCh = nil
-	}
-	// Kill the external player process if it's still running
-	if o.cmd != nil && o.cmd.Process != nil {
-		o.cmd.Process.Kill()
-		o.cmd.Wait() // clean up zombie process
-		o.cmd = nil
-	}
-	// Also reset text buffer and interrupt flag (with o.mu)
-	o.mu.Lock()
-	o.textBuffer.Reset()
-	o.interrupt = true
-	o.mu.Unlock()
-}

extra/kokoro.go

@@ -1,259 +0,0 @@
-//go:build extra
-// +build extra
-
-package extra
-
-import (
-	"bytes"
-	"encoding/json"
-	"fmt"
-	"gf-lt/models"
-	"io"
-	"log/slog"
-	"net/http"
-	"os/exec"
-	"strings"
-	"sync"
-
-	"github.com/neurosnap/sentences/english"
-)
-
-type KokoroOrator struct {
-	logger   *slog.Logger
-	mu       sync.Mutex
-	URL      string
-	Format   models.AudioFormat
-	Stream   bool
-	Speed    float32
-	Language string
-	Voice    string
-	// fields for playback control
-	cmd    *exec.Cmd
-	cmdMu  sync.Mutex
-	stopCh chan struct{}
-	// textBuffer, interrupt etc. remain the same
-	textBuffer strings.Builder
-	interrupt  bool
-}
-
-func (o *KokoroOrator) GetLogger() *slog.Logger {
-	return o.logger
-}
-
-func (o *KokoroOrator) Speak(text string) error {
-	o.logger.Debug("fn: Speak is called", "text-len", len(text))
-	body, err := o.requestSound(text)
-	if err != nil {
-		return fmt.Errorf("request failed: %w", err)
-	}
-	defer body.Close()
-	cmd := exec.Command("ffplay", "-nodisp", "-autoexit", "-i", "pipe:0")
-	stdin, err := cmd.StdinPipe()
-	if err != nil {
-		return fmt.Errorf("failed to get stdin pipe: %w", err)
-	}
-	o.cmdMu.Lock()
-	o.cmd = cmd
-	o.stopCh = make(chan struct{})
-	o.cmdMu.Unlock()
-	if err := cmd.Start(); err != nil {
-		return fmt.Errorf("failed to start ffplay: %w", err)
-	}
-	// Copy audio in background
-	copyErr := make(chan error, 1)
-	go func() {
-		_, err := io.Copy(stdin, body)
-		stdin.Close()
-		copyErr <- err
-	}()
-	// Wait for player in background
-	done := make(chan error, 1)
-	go func() {
-		done <- cmd.Wait()
-	}()
-	// Wait for BOTH copy and player, but ensure we block until done
-	select {
-	case <-o.stopCh:
-		// Stop requested: kill player and wait for it to exit
-		if o.cmd != nil && o.cmd.Process != nil {
-			o.cmd.Process.Kill()
-		}
-		<-done // Wait for process to actually exit
-		return nil
-	case copyErrVal := <-copyErr:
-		if copyErrVal != nil {
-			// Copy failed: kill player and wait
-			if o.cmd != nil && o.cmd.Process != nil {
-				o.cmd.Process.Kill()
-			}
-			<-done
-			return copyErrVal
-		}
-		// Copy succeeded, now wait for playback to complete
-		return <-done
-	case err := <-done:
-		// Playback finished normally (copy must have succeeded or player would have exited early)
-		return err
-	}
-}
-func (o *KokoroOrator) requestSound(text string) (io.ReadCloser, error) {
-	if o.URL == "" {
-		return nil, fmt.Errorf("TTS URL is empty")
-	}
-	payload := map[string]interface{}{
-		"input":           text,
-		"voice":           o.Voice,
-		"response_format": o.Format,
-		"download_format": o.Format,
-		"stream":          o.Stream,
-		"speed":           o.Speed,
-		// "return_download_link": true,
-		"lang_code": o.Language,
-	}
-	payloadBytes, err := json.Marshal(payload)
-	if err != nil {
-		return nil, fmt.Errorf("failed to marshal payload: %w", err)
-	}
-	req, err := http.NewRequest("POST", o.URL, bytes.NewBuffer(payloadBytes)) //nolint:noctx
-	if err != nil {
-		return nil, fmt.Errorf("failed to create request: %w", err)
-	}
-	req.Header.Set("accept", "application/json")
-	req.Header.Set("Content-Type", "application/json")
-	resp, err := http.DefaultClient.Do(req)
-	if err != nil {
-		return nil, fmt.Errorf("request failed: %w", err)
-	}
-	if resp.StatusCode != http.StatusOK {
-		defer resp.Body.Close()
-		return nil, fmt.Errorf("unexpected status code: %d", resp.StatusCode)
-	}
-	return resp.Body, nil
-}
-
-func (o *KokoroOrator) stoproutine() {
-	for {
-		<-TTSDoneChan
-		o.logger.Debug("orator got done signal")
-		// 1. Stop any ongoing playback (kills external player, closes stopCh)
-		o.Stop()
-		// 2. Drain any pending text chunks
-		for len(TTSTextChan) > 0 {
-			<-TTSTextChan
-		}
-		// 3. Reset internal state
-		o.mu.Lock()
-		o.textBuffer.Reset()
-		o.interrupt = true
-		o.mu.Unlock()
-	}
-}
-
-func (o *KokoroOrator) Stop() {
-	o.cmdMu.Lock()
-	defer o.cmdMu.Unlock()
-	// Signal any running Speak to stop
-	if o.stopCh != nil {
-		select {
-		case <-o.stopCh: // already closed
-		default:
-			close(o.stopCh)
-		}
-		o.stopCh = nil
-	}
-	// Kill the external player process if it's still running
-	if o.cmd != nil && o.cmd.Process != nil {
-		o.cmd.Process.Kill()
-		o.cmd.Wait() // clean up zombie process
-		o.cmd = nil
-	}
-	// Also reset text buffer and interrupt flag (with o.mu)
-	o.mu.Lock()
-	o.textBuffer.Reset()
-	o.interrupt = true
-	o.mu.Unlock()
-}
-
-func (o *KokoroOrator) readroutine() {
-	tokenizer, _ := english.NewSentenceTokenizer(nil)
-	for {
-		select {
-		case chunk := <-TTSTextChan:
-			o.mu.Lock()
-			o.interrupt = false
-			_, err := o.textBuffer.WriteString(chunk)
-			if err != nil {
-				o.logger.Warn("failed to write to stringbuilder", "error", err)
-				o.mu.Unlock()
-				continue
-			}
-			text := o.textBuffer.String()
-			sentences := tokenizer.Tokenize(text)
-			o.logger.Debug("adding chunk", "chunk", chunk, "text", text, "sen-len", len(sentences))
-			if len(sentences) <= 1 {
-				o.mu.Unlock()
-				continue
-			}
-			completeSentences := sentences[:len(sentences)-1]
-			remaining := sentences[len(sentences)-1].Text
-			o.textBuffer.Reset()
-			o.textBuffer.WriteString(remaining)
-			o.mu.Unlock()
-			for _, sentence := range completeSentences {
-				o.mu.Lock()
-				interrupted := o.interrupt
-				o.mu.Unlock()
-				if interrupted {
-					return
-				}
-				cleanedText := models.CleanText(sentence.Text)
-				if cleanedText == "" {
-					continue
-				}
-				o.logger.Debug("calling Speak with sentence", "sent", cleanedText)
-				if err := o.Speak(cleanedText); err != nil {
-					o.logger.Error("tts failed", "sentence", cleanedText, "error", err)
-				}
-			}
-		case <-TTSFlushChan:
-			o.logger.Debug("got flushchan signal start")
-			// lln is done get the whole message out
-			if len(TTSTextChan) > 0 { // otherwise might get stuck
-				for chunk := range TTSTextChan {
-					o.mu.Lock()
-					_, err := o.textBuffer.WriteString(chunk)
-					o.mu.Unlock()
-					if err != nil {
-						o.logger.Warn("failed to write to stringbuilder", "error", err)
-						continue
-					}
-					if len(TTSTextChan) == 0 {
-						break
-					}
-				}
-			}
-			// flush remaining text
-			o.mu.Lock()
-			remaining := o.textBuffer.String()
-			remaining = models.CleanText(remaining)
-			o.textBuffer.Reset()
-			o.mu.Unlock()
-			if remaining == "" {
-				continue
-			}
-			o.logger.Debug("calling Speak with remainder", "rem", remaining)
-			sentencesRem := tokenizer.Tokenize(remaining)
-			for _, rs := range sentencesRem { // to avoid dumping large volume of text
-				o.mu.Lock()
-				interrupt := o.interrupt
-				o.mu.Unlock()
-				if interrupt {
-					break
-				}
-				if err := o.Speak(rs.Text); err != nil {
-					o.logger.Error("tts failed", "sentence", rs, "error", err)
-				}
-			}
-		}
-	}
-}

extra/kokoro_onnx.go

@@ -0,0 +1,421 @@
+//go:build extra
+// +build extra
+
+package extra
+
+import (
+	"bytes"
+	"fmt"
+	"gf-lt/models"
+	"gf-lt/onnx"
+	"log/slog"
+	"os/exec"
+	"strings"
+	"sync"
+	"time"
+
+	"github.com/gopxl/beep/v2"
+	"github.com/gopxl/beep/v2/speaker"
+	"github.com/gopxl/beep/v2/wav"
+	"github.com/neurosnap/sentences/english"
+	"github.com/yalue/onnxruntime_go"
+)
+
+// KokoroONNXOrator implements Kokoro TTS using ONNX runtime
+type KokoroONNXOrator struct {
+	logger        *slog.Logger
+	mu            sync.Mutex
+	session       *onnxruntime_go.DynamicAdvancedSession
+	phonemeMap    map[string]int
+	espeakCmd     string
+	voice         string
+	speed         float32
+	styleVector   []float32
+	currentStream *beep.Ctrl
+	currentDone   chan bool
+	textBuffer    strings.Builder
+	interrupt     bool
+	modelLoaded   bool
+	modelPath     string
+	voicesPath    string
+}
+
+// Phoneme to token ID mapping from Kokoro tokenizer.json
+var kokoroPhonemeMap = map[string]int{
+	"$": 0, ";": 1, ":": 2, ",": 3, ".": 4, "!": 5, "?": 6, "—": 9, "…": 10, "\"": 11, "(": 12, ")": 13, "“": 14, "”": 15, " ": 16, "̃": 17, "ˢ": 18, "ˤ": 19, "˦": 20, "˨": 21, "ᾝ": 22, "⭧": 23,
+	"A": 24, "I": 25, "O": 31, "Q": 33, "S": 35, "T": 36, "W": 39, "Y": 41, "ʲ": 42,
+	"a": 43, "b": 44, "c": 45, "d": 46, "e": 47, "f": 48, "h": 50, "i": 51, "j": 52, "k": 53, "l": 54, "m": 55, "n": 56, "o": 57, "p": 58, "q": 59, "r": 60, "s": 61, "t": 62, "u": 63, "v": 64, "w": 65, "x": 66, "y": 67, "z": 68,
+	"ɑ": 69, "ɐ": 70, "ɒ": 71, "æ": 72, "β": 75, "ɔ": 76, "ɕ": 77, "ç": 78, "ɖ": 80, "ð": 81, "˔": 82, "ə": 83, "ɚ": 85, "ɛ": 86, "ɜ": 87, "ɟ": 90, "ɡ": 92, "ɥ": 99, "ɨ": 101, "ɪ": 102, "ɝ": 103, "ɯ": 110, "ɰ": 111, "ŋ": 112, "ɳ": 113, "ɲ": 114, "ɴ": 115, "ø": 116, "ɸ": 118, "θ": 119, "œ": 120, "ɹ": 123, "ɾ": 125, "ɺ": 126, "ʁ": 128, "ɽ": 129, "ʂ": 130, "ʃ": 131, "ʈ": 132, "˧": 133, "ʊ": 135, "ʋ": 136, "ʌ": 138, "ɢ": 139, "ɣ": 140, "χ": 142, "ʎ": 143, "ʒ": 147, "ʔ": 148,
+	"ˈ": 156, "ˌ": 157, "ː": 158, "̰": 162, "̊": 164, "↕": 169, "→": 171, "↗": 172, "↘": 173, "ᶻ": 177,
+}
+
+func (o *KokoroONNXOrator) ensureInitialized(modelPath string) error {
+	if o.modelLoaded {
+		return nil
+	}
+	o.mu.Lock()
+	defer o.mu.Unlock()
+	if o.modelLoaded {
+		return nil
+	}
+	if modelPath == "" {
+		o.logger.Error("modelPath is empty, cannot load ONNX model")
+		return fmt.Errorf("modelPath is empty, set KokoroModelPath in config")
+	}
+	// Initialize ONNX runtime (shared with embedder)
+	if err := onnx.Init(); err != nil {
+		o.logger.Error("ONNX init failed", "error", err)
+		return fmt.Errorf("ONNX init failed: %w", err)
+	}
+	if onnx.HasCUDASupport() {
+		o.logger.Info("ONNX using CUDA")
+	} else {
+		o.logger.Info("ONNX using CPU fallback")
+	}
+	if o.phonemeMap == nil {
+		o.phonemeMap = kokoroPhonemeMap
+	}
+	if o.espeakCmd == "" {
+		o.espeakCmd = "espeak-ng"
+		if _, err := exec.LookPath(o.espeakCmd); err != nil {
+			o.espeakCmd = "espeak"
+			if _, err := exec.LookPath(o.espeakCmd); err != nil {
+				return fmt.Errorf("espeak-ng or espeak not found. Install with: sudo apt-get install espeak-ng")
+			}
+		}
+	}
+	o.logger.Info("using espeak command", "cmd", o.espeakCmd)
+	// Load voice embedding if not already loaded
+	if o.styleVector == nil {
+		voiceName := o.voice
+		if voiceName == "" {
+			voiceName = "af_bella"
+		}
+		if o.voicesPath != "" {
+			styleVec, err := onnx.LoadVoice(o.voicesPath, voiceName)
+			if err != nil {
+				o.logger.Warn("failed to load voice, using zeros", "error", err, "voice", voiceName)
+				o.styleVector = make([]float32, 256)
+			} else {
+				// Shape is (510, 1, 256), we want the last 256 values (or first? let's use mean or just pick one)
+				// Actually, let's average across all 510 to get a single 256-dim vector
+				if len(styleVec) != 510*256 {
+					o.logger.Error("voice embedding has unexpected size", "len", len(styleVec))
+					err = fmt.Errorf("voice embedding has unexpected size", "len", len(styleVec))
+					return err
+				}
+				o.styleVector = make([]float32, 256)
+				for i := 0; i < 256; i++ {
+					var sum float32
+					for j := 0; j < 510; j++ {
+						sum += styleVec[j*256+i]
+					}
+					o.styleVector[i] = sum / 510.0
+				}
+				o.logger.Info("loaded voice embedding", "voice", voiceName)
+			}
+		} else {
+			o.logger.Warn("no voices path configured, using zeros for style")
+			o.styleVector = make([]float32, 256)
+		}
+	}
+	opts, err := onnx.NewSessionOptions()
+	if err != nil {
+		return fmt.Errorf("failed to create session options: %w", err)
+	}
+	defer func() { _ = opts.Destroy() }()
+	if onnx.HasCUDASupport() {
+		o.logger.Info("session options created with CUDA")
+	} else {
+		o.logger.Info("session options created with CPU")
+	}
+	session, err := onnxruntime_go.NewDynamicAdvancedSession(
+		modelPath,
+		[]string{"input_ids", "style", "speed"},
+		[]string{"waveform"},
+		opts,
+	)
+	if err != nil {
+		o.logger.Error("failed to create ONNX session", "error", err)
+		return fmt.Errorf("failed to create ONNX session: %w", err)
+	}
+	o.session = session
+	o.modelLoaded = true
+	o.logger.Info("Kokoro ONNX model loaded successfully", "model", modelPath)
+	return nil
+}
+
+func (o *KokoroONNXOrator) textToPhonemes(text string) (string, error) {
+	cmd := exec.Command(o.espeakCmd, "-x", "-q", text)
+	output, err := cmd.Output()
+	if err != nil {
+		o.logger.Error("espeak failed", "error", err, "cmd", o.espeakCmd, "text", text)
+		return "", fmt.Errorf("espeak failed: %w", err)
+	}
+
+	phonemeStr := strings.TrimSpace(string(output))
+	return phonemeStr, nil
+}
+
+func (o *KokoroONNXOrator) phonemesToTokens(phonemeStr string) ([]int, error) {
+	if phonemeStr == "" {
+		o.logger.Error("empty phoneme string")
+		return nil, fmt.Errorf("empty phoneme string")
+	}
+	// Iterate over each character in the phoneme string
+	tokens := make([]int, 0)
+	for _, ch := range phonemeStr {
+		chStr := string(ch)
+		if tokenID, ok := o.phonemeMap[chStr]; ok {
+			tokens = append(tokens, tokenID)
+		}
+	}
+	if len(tokens) == 0 {
+		o.logger.Error("no phonemes mapped to tokens", "phonemeStr", phonemeStr)
+		return nil, fmt.Errorf("no valid phonemes mapped to tokens")
+	}
+	return tokens, nil
+}
+
+func (o *KokoroONNXOrator) generateAudio(text string) ([]float32, error) {
+	if err := o.ensureInitialized(o.modelPath); err != nil {
+		o.logger.Error("ensureInitialized failed", "error", err)
+		return nil, err
+	}
+	phonemeStr, err := o.textToPhonemes(text)
+	if err != nil {
+		o.logger.Error("phoneme conversion failed", "error", err)
+		return nil, fmt.Errorf("phoneme conversion failed: %w", err)
+	}
+	tokens, err := o.phonemesToTokens(phonemeStr)
+	if err != nil {
+		o.logger.Error("token conversion failed", "error", err)
+		return nil, fmt.Errorf("token conversion failed: %w", err)
+	}
+	if len(tokens) > 510 {
+		return nil, fmt.Errorf("text too long: %d tokens (max 510)", len(tokens))
+	}
+	tokens = append([]int{0}, tokens...)
+	tokens = append(tokens, 0)
+	inputIDs := make([]int64, len(tokens))
+	for i, t := range tokens {
+		inputIDs[i] = int64(t)
+	}
+	inputTensor, err := onnxruntime_go.NewTensor[int64](
+		onnxruntime_go.NewShape(1, int64(len(inputIDs))),
+		inputIDs,
+	)
+	if err != nil {
+		o.logger.Error("failed to create input tensor", "error", err)
+		return nil, fmt.Errorf("failed to create input tensor: %w", err)
+	}
+	defer func() { _ = inputTensor.Destroy() }()
+	styleTensor, err := onnxruntime_go.NewTensor[float32](
+		onnxruntime_go.NewShape(1, 256),
+		o.styleVector,
+	)
+	if err != nil {
+		o.logger.Error("failed to create style tensor", "error", err)
+		return nil, fmt.Errorf("failed to create style tensor: %w", err)
+	}
+	defer func() { _ = styleTensor.Destroy() }()
+	speedTensor, err := onnxruntime_go.NewTensor[float32](
+		onnxruntime_go.NewShape(1),
+		[]float32{o.speed},
+	)
+	if err != nil {
+		o.logger.Error("failed to create speed tensor", "error", err)
+		return nil, fmt.Errorf("failed to create speed tensor: %w", err)
+	}
+	defer func() { _ = speedTensor.Destroy() }()
+	outputTensor, err := onnxruntime_go.NewEmptyTensor[float32](
+		onnxruntime_go.NewShape(1, 512),
+	)
+	if err != nil {
+		o.logger.Error("failed to create output tensor", "error", err)
+		return nil, fmt.Errorf("failed to create output tensor: %w", err)
+	}
+	defer func() { _ = outputTensor.Destroy() }()
+	err = o.session.Run(
+		[]onnxruntime_go.Value{inputTensor, styleTensor, speedTensor},
+		[]onnxruntime_go.Value{outputTensor},
+	)
+	if err != nil {
+		o.logger.Error("ONNX inference failed", "error", err)
+		return nil, fmt.Errorf("ONNX inference failed: %w", err)
+	}
+	audioData := outputTensor.GetData()
+	if len(audioData) == 0 {
+		o.logger.Error("empty audio output from ONNX")
+		return nil, fmt.Errorf("empty audio output")
+	}
+	audio := make([]float32, len(audioData))
+	copy(audio, audioData)
+	return audio, nil
+}
+
+func (o *KokoroONNXOrator) Speak(text string) error {
+	audio, err := o.generateAudio(text)
+	if err != nil {
+		o.logger.Error("audio generation failed", "error", err)
+		return fmt.Errorf("audio generation failed: %w", err)
+	}
+	// Create streamer for encoding
+	encodeStreamer := beep.StreamerFunc(func(samples [][2]float64) (n int, ok bool) {
+		for i := range samples {
+			if i >= len(audio) {
+				return i, false
+			}
+			samples[i][0] = float64(audio[i])
+			samples[i][1] = float64(audio[i])
+		}
+		return len(audio), true
+	})
+	buf := &seekableBuffer{new(bytes.Buffer)}
+	err = wav.Encode(buf, encodeStreamer, beep.Format{
+		SampleRate:  24000,
+		NumChannels: 1,
+		Precision:   2,
+	})
+	if err != nil {
+		o.logger.Error("wav encoding failed", "error", err)
+		return fmt.Errorf("wav encoding failed: %w", err)
+	}
+	decodedStreamer, format, err := wav.Decode(bytes.NewReader(buf.Bytes()))
+	if err != nil {
+		o.logger.Error("wav decode failed", "error", err)
+		return fmt.Errorf("wav decode failed: %w", err)
+	}
+	defer decodedStreamer.Close()
+	if err := speaker.Init(format.SampleRate, format.SampleRate.N(time.Second/10)); err != nil {
+		o.logger.Error("speaker init failed", "error", err)
+		return fmt.Errorf("speaker init failed: %w", err)
+	}
+	o.logger.Info("playing audio", "sampleRate", format.SampleRate, "channels", format.NumChannels)
+	done := make(chan bool)
+	o.mu.Lock()
+	o.currentDone = done
+	o.currentStream = &beep.Ctrl{Streamer: beep.Seq(decodedStreamer, beep.Callback(func() {
+		o.mu.Lock()
+		close(done)
+		o.currentStream = nil
+		o.currentDone = nil
+		o.mu.Unlock()
+	})), Paused: false}
+	o.mu.Unlock()
+	speaker.Play(o.currentStream)
+	<-done
+	return nil
+}
+
+func (o *KokoroONNXOrator) Stop() {
+	speaker.Lock()
+	defer speaker.Unlock()
+	o.mu.Lock()
+	defer o.mu.Unlock()
+	if o.currentStream != nil {
+		o.currentStream.Streamer = nil
+	}
+}
+
+func (o *KokoroONNXOrator) GetLogger() *slog.Logger {
+	return o.logger
+}
+
+func (o *KokoroONNXOrator) stoproutine() {
+	for {
+		<-TTSDoneChan
+		o.Stop()
+		for len(TTSTextChan) > 0 {
+			<-TTSTextChan
+		}
+		o.mu.Lock()
+		o.textBuffer.Reset()
+		if o.currentDone != nil {
+			select {
+			case o.currentDone <- true:
+			default:
+			}
+		}
+		o.interrupt = true
+		o.mu.Unlock()
+	}
+}
+
+func (o *KokoroONNXOrator) readroutine() {
+	tokenizer, _ := english.NewSentenceTokenizer(nil)
+	for {
+		select {
+		case chunk := <-TTSTextChan:
+			o.mu.Lock()
+			o.interrupt = false
+			_, err := o.textBuffer.WriteString(chunk)
+			if err != nil {
+				o.logger.Warn("failed to write to buffer", "error", err)
+				o.mu.Unlock()
+				continue
+			}
+			text := o.textBuffer.String()
+			sentences := tokenizer.Tokenize(text)
+			if len(sentences) <= 1 {
+				o.mu.Unlock()
+				continue
+			}
+			completeSentences := sentences[:len(sentences)-1]
+			remaining := sentences[len(sentences)-1].Text
+			o.textBuffer.Reset()
+			o.textBuffer.WriteString(remaining)
+			o.mu.Unlock()
+			for _, sentence := range completeSentences {
+				o.mu.Lock()
+				interrupted := o.interrupt
+				o.mu.Unlock()
+				if interrupted {
+					return
+				}
+				cleanedText := models.CleanText(sentence.Text)
+				if cleanedText == "" {
+					continue
+				}
+				o.logger.Info("KokoroONNX speak", "text", cleanedText)
+				if err := o.Speak(cleanedText); err != nil {
+					o.logger.Error("KokoroONNX tts failed", "text", cleanedText, "error", err)
+				}
+			}
+		case <-TTSFlushChan:
+			if len(TTSTextChan) > 0 {
+				for chunk := range TTSTextChan {
+					o.mu.Lock()
+					_, err := o.textBuffer.WriteString(chunk)
+					o.mu.Unlock()
+					if err != nil {
+						continue
+					}
+					if len(TTSTextChan) == 0 {
+						break
+					}
+				}
+			}
+			o.mu.Lock()
+			remaining := o.textBuffer.String()
+			remaining = models.CleanText(remaining)
+			o.textBuffer.Reset()
+			o.mu.Unlock()
+			if remaining == "" {
+				continue
+			}
+			sentencesRem := tokenizer.Tokenize(remaining)
+			for _, rs := range sentencesRem {
+				o.mu.Lock()
+				interrupt := o.interrupt
+				o.mu.Unlock()
+				if interrupt {
+					break
+				}
+				if err := o.Speak(rs.Text); err != nil {
+					o.logger.Error("tts failed", "text", rs.Text, "error", err)
+				}
+			}
+		}
+	}
+}

extra/stt.go

@@ -6,10 +6,18 @@ package extra
 import (
 	"bytes"
 	"encoding/binary"
+	"errors"
+	"fmt"
 	"gf-lt/config"
 	"io"
 	"log/slog"
+	"mime/multipart"
+	"net/http"
 	"regexp"
+	"strings"
+	"syscall"
+
+	"github.com/gordonklaus/portaudio"
 )
 
 var specialRE = regexp.MustCompile(`\[.*?\]`)
@@ -36,6 +44,14 @@ func NewSTT(logger *slog.Logger, cfg *config.Config) STT {
 	return NewWhisperServer(logger, cfg)
 }
 
+type WhisperServer struct {
+	logger      *slog.Logger
+	ServerURL   string
+	SampleRate  int
+	AudioBuffer *bytes.Buffer
+	recording   bool
+}
+
 func NewWhisperServer(logger *slog.Logger, cfg *config.Config) *WhisperServer {
 	return &WhisperServer{
 		logger:      logger,
@@ -45,6 +61,69 @@ func NewWhisperServer(logger *slog.Logger, cfg *config.Config) *WhisperServer {
 	}
 }
 
+func (stt *WhisperServer) StartRecording() error {
+	if err := stt.microphoneStream(stt.SampleRate); err != nil {
+		return fmt.Errorf("failed to init microphone: %w", err)
+	}
+	stt.recording = true
+	return nil
+}
+
+func (stt *WhisperServer) StopRecording() (string, error) {
+	stt.recording = false
+	// wait loop to finish?
+	if stt.AudioBuffer == nil {
+		err := errors.New("unexpected nil AudioBuffer")
+		stt.logger.Error(err.Error())
+		return "", err
+	}
+	// Create WAV header first
+	body := &bytes.Buffer{}
+	writer := multipart.NewWriter(body)
+	// Add audio file part
+	part, err := writer.CreateFormFile("file", "recording.wav")
+	if err != nil {
+		stt.logger.Error("fn: StopRecording", "error", err)
+		return "", err
+	}
+	// Stream directly to multipart writer: header + raw data
+	dataSize := stt.AudioBuffer.Len()
+	stt.writeWavHeader(part, dataSize)
+	if _, err := io.Copy(part, stt.AudioBuffer); err != nil {
+		stt.logger.Error("fn: StopRecording", "error", err)
+		return "", err
+	}
+	// Reset buffer for next recording
+	stt.AudioBuffer.Reset()
+	// Add response format field
+	err = writer.WriteField("response_format", "text")
+	if err != nil {
+		stt.logger.Error("fn: StopRecording", "error", err)
+		return "", err
+	}
+	if writer.Close() != nil {
+		stt.logger.Error("fn: StopRecording", "error", err)
+		return "", err
+	}
+	// Send request
+	resp, err := http.Post(stt.ServerURL, writer.FormDataContentType(), body) //nolint:noctx
+	if err != nil {
+		stt.logger.Error("fn: StopRecording", "error", err)
+		return "", err
+	}
+	defer resp.Body.Close()
+	// Read and print response
+	responseTextBytes, err := io.ReadAll(resp.Body)
+	if err != nil {
+		stt.logger.Error("fn: StopRecording", "error", err)
+		return "", err
+	}
+	resptext := strings.TrimRight(string(responseTextBytes), "\n")
+	// in case there are special tokens like [_BEG_]
+	resptext = specialRE.ReplaceAllString(resptext, "")
+	return strings.TrimSpace(strings.ReplaceAll(resptext, "\n ", "\n")), nil
+}
+
 func (stt *WhisperServer) writeWavHeader(w io.Writer, dataSize int) {
 	header := make([]byte, 44)
 	copy(header[0:4], "RIFF")
@@ -68,3 +147,56 @@ func (stt *WhisperServer) writeWavHeader(w io.Writer, dataSize int) {
 func (stt *WhisperServer) IsRecording() bool {
 	return stt.recording
 }
+
+func (stt *WhisperServer) microphoneStream(sampleRate int) error {
+	// Temporarily redirect stderr to suppress ALSA warnings during PortAudio init
+	origStderr, errDup := syscall.Dup(syscall.Stderr)
+	if errDup != nil {
+		return fmt.Errorf("failed to dup stderr: %w", errDup)
+	}
+	nullFD, err := syscall.Open("/dev/null", syscall.O_WRONLY, 0)
+	if err != nil {
+		_ = syscall.Close(origStderr) // Close the dup'd fd if open fails
+		return fmt.Errorf("failed to open /dev/null: %w", err)
+	}
+	// redirect stderr
+	_ = syscall.Dup2(nullFD, syscall.Stderr)
+	// Initialize PortAudio (this is where ALSA warnings occur)
+	defer func() {
+		// Restore stderr
+		_ = syscall.Dup2(origStderr, syscall.Stderr)
+		_ = syscall.Close(origStderr)
+		_ = syscall.Close(nullFD)
+	}()
+	if err := portaudio.Initialize(); err != nil {
+		return fmt.Errorf("portaudio init failed: %w", err)
+	}
+	in := make([]int16, 64)
+	stream, err := portaudio.OpenDefaultStream(1, 0, float64(sampleRate), len(in), in)
+	if err != nil {
+		if paErr := portaudio.Terminate(); paErr != nil {
+			return fmt.Errorf("failed to open microphone: %w; terminate error: %w", err, paErr)
+		}
+		return fmt.Errorf("failed to open microphone: %w", err)
+	}
+	go func(stream *portaudio.Stream) {
+		if err := stream.Start(); err != nil {
+			stt.logger.Error("microphoneStream", "error", err)
+			return
+		}
+		for {
+			if !stt.IsRecording() {
+				return
+			}
+			if err := stream.Read(); err != nil {
+				stt.logger.Error("reading stream", "error", err)
+				return
+			}
+			if err := binary.Write(stt.AudioBuffer, binary.LittleEndian, in); err != nil {
+				stt.logger.Error("writing to buffer", "error", err)
+				return
+			}
+		}
+	}(stream)
+	return nil
+}

extra/tts.go

@@ -4,13 +4,25 @@
 package extra
 
 import (
+	"bytes"
+	"encoding/json"
+	"fmt"
 	"gf-lt/config"
 	"gf-lt/models"
+	"io"
 	"log/slog"
+	"net/http"
 	"os"
 	"strings"
+	"sync"
+	"time"
 
 	google_translate_tts "github.com/GrailFinder/google-translate-tts"
+	"github.com/GrailFinder/google-translate-tts/handlers"
+	"github.com/gopxl/beep/v2"
+	"github.com/gopxl/beep/v2/mp3"
+	"github.com/gopxl/beep/v2/speaker"
+	"github.com/neurosnap/sentences/english"
 )
 
 var (
@@ -20,6 +32,14 @@ var (
 	// endsWithPunctuation = regexp.MustCompile(`[;.!?]$`)
 )
 
+type seekableBuffer struct {
+	*bytes.Buffer
+}
+
+func (s *seekableBuffer) Seek(offset int64, whence int) (int64, error) {
+	return 0, nil
+}
+
 type Orator interface {
 	Speak(text string) error
 	Stop()
@@ -27,6 +47,142 @@ type Orator interface {
 	GetLogger() *slog.Logger
 }
 
+// impl https://github.com/remsky/Kokoro-FastAPI
+type KokoroOrator struct {
+	logger        *slog.Logger
+	mu            sync.Mutex
+	URL           string
+	Format        models.AudioFormat
+	Stream        bool
+	Speed         float32
+	Language      string
+	Voice         string
+	currentStream *beep.Ctrl // Added for playback control
+	currentDone   chan bool
+	textBuffer    strings.Builder
+	interrupt     bool
+	// textBuffer bytes.Buffer
+}
+
+// Google Translate TTS implementation
+type GoogleTranslateOrator struct {
+	logger        *slog.Logger
+	mu            sync.Mutex
+	speech        *google_translate_tts.Speech
+	currentStream *beep.Ctrl
+	currentDone   chan bool
+	textBuffer    strings.Builder
+	interrupt     bool
+}
+
+func (o *KokoroOrator) stoproutine() {
+	for {
+		<-TTSDoneChan
+		o.logger.Debug("orator got done signal")
+		o.Stop()
+		// drain the channel
+		for len(TTSTextChan) > 0 {
+			<-TTSTextChan
+		}
+		o.mu.Lock()
+		o.textBuffer.Reset()
+		if o.currentDone != nil {
+			select {
+			case o.currentDone <- true:
+			default:
+				// Channel might be closed, ignore
+			}
+		}
+		o.interrupt = true
+		o.mu.Unlock()
+	}
+}
+
+func (o *KokoroOrator) readroutine() {
+	tokenizer, _ := english.NewSentenceTokenizer(nil)
+	for {
+		select {
+		case chunk := <-TTSTextChan:
+			o.mu.Lock()
+			o.interrupt = false
+			_, err := o.textBuffer.WriteString(chunk)
+			if err != nil {
+				o.logger.Warn("failed to write to stringbuilder", "error", err)
+				o.mu.Unlock()
+				continue
+			}
+			text := o.textBuffer.String()
+			sentences := tokenizer.Tokenize(text)
+			o.logger.Debug("adding chunk", "chunk", chunk, "text", text, "sen-len", len(sentences))
+			if len(sentences) <= 1 {
+				o.mu.Unlock()
+				continue
+			}
+			completeSentences := sentences[:len(sentences)-1]
+			remaining := sentences[len(sentences)-1].Text
+			o.textBuffer.Reset()
+			o.textBuffer.WriteString(remaining)
+			o.mu.Unlock()
+
+			for _, sentence := range completeSentences {
+				o.mu.Lock()
+				interrupted := o.interrupt
+				o.mu.Unlock()
+				if interrupted {
+					return
+				}
+				cleanedText := models.CleanText(sentence.Text)
+				if cleanedText == "" {
+					continue
+				}
+				o.logger.Debug("calling Speak with sentence", "sent", cleanedText)
+				if err := o.Speak(cleanedText); err != nil {
+					o.logger.Error("tts failed", "sentence", cleanedText, "error", err)
+				}
+			}
+		case <-TTSFlushChan:
+			o.logger.Debug("got flushchan signal start")
+			// lln is done get the whole message out
+			if len(TTSTextChan) > 0 { // otherwise might get stuck
+				for chunk := range TTSTextChan {
+					o.mu.Lock()
+					_, err := o.textBuffer.WriteString(chunk)
+					o.mu.Unlock()
+					if err != nil {
+						o.logger.Warn("failed to write to stringbuilder", "error", err)
+						continue
+					}
+					if len(TTSTextChan) == 0 {
+						break
+					}
+				}
+			}
+			// flush remaining text
+			o.mu.Lock()
+			remaining := o.textBuffer.String()
+			remaining = models.CleanText(remaining)
+			o.textBuffer.Reset()
+			o.mu.Unlock()
+			if remaining == "" {
+				continue
+			}
+			o.logger.Debug("calling Speak with remainder", "rem", remaining)
+			sentencesRem := tokenizer.Tokenize(remaining)
+			for _, rs := range sentencesRem { // to avoid dumping large volume of text
+				o.mu.Lock()
+				interrupt := o.interrupt
+				o.mu.Unlock()
+				if interrupt {
+					break
+				}
+				if err := o.Speak(rs.Text); err != nil {
+					o.logger.Error("tts failed", "sentence", rs, "error", err)
+				}
+			}
+		}
+	}
+}
+
 func NewOrator(log *slog.Logger, cfg *config.Config) Orator {
 	provider := cfg.TTS_PROVIDER
 	if provider == "" {
@@ -46,6 +202,18 @@ func NewOrator(log *slog.Logger, cfg *config.Config) Orator {
 		go orator.readroutine()
 		go orator.stoproutine()
 		return orator
+	case "kokoro_onnx":
+		log.Info("Initializing Kokoro ONNX TTS", "modelPath", cfg.KokoroModelPath, "voicesPath", cfg.KokoroVoicesPath, "voice", cfg.KokoroVoice, "speed", cfg.TTS_SPEED)
+		orator := &KokoroONNXOrator{
+			logger:     log,
+			modelPath:  cfg.KokoroModelPath,
+			voicesPath: cfg.KokoroVoicesPath,
+			speed:      cfg.TTS_SPEED,
+			voice:      cfg.KokoroVoice,
+		}
+		go orator.readroutine()
+		go orator.stoproutine()
+		return orator
 	default:
 		language := cfg.TTS_LANGUAGE
 		if language == "" {
@@ -56,14 +224,270 @@ func NewOrator(log *slog.Logger, cfg *config.Config) Orator {
 			Language: language,
 			Proxy:    "", // Proxy not supported
 			Speed:    cfg.TTS_SPEED,
+			Handler:  &handlers.Beep{},
 		}
 		orator := &GoogleTranslateOrator{
 			logger: log,
 			speech: speech,
-			Speed:  cfg.TTS_SPEED,
 		}
 		go orator.readroutine()
 		go orator.stoproutine()
 		return orator
 	}
 }
+
+func (o *KokoroOrator) GetLogger() *slog.Logger {
+	return o.logger
+}
+
+func (o *KokoroOrator) requestSound(text string) (io.ReadCloser, error) {
+	if o.URL == "" {
+		return nil, fmt.Errorf("TTS URL is empty")
+	}
+	payload := map[string]interface{}{
+		"input":           text,
+		"voice":           o.Voice,
+		"response_format": o.Format,
+		"download_format": o.Format,
+		"stream":          o.Stream,
+		"speed":           o.Speed,
+		// "return_download_link": true,
+		"lang_code": o.Language,
+	}
+	payloadBytes, err := json.Marshal(payload)
+	if err != nil {
+		return nil, fmt.Errorf("failed to marshal payload: %w", err)
+	}
+	req, err := http.NewRequest("POST", o.URL, bytes.NewBuffer(payloadBytes)) //nolint:noctx
+	if err != nil {
+		return nil, fmt.Errorf("failed to create request: %w", err)
+	}
+	req.Header.Set("accept", "application/json")
+	req.Header.Set("Content-Type", "application/json")
+	resp, err := http.DefaultClient.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("request failed: %w", err)
+	}
+	if resp.StatusCode != http.StatusOK {
+		defer resp.Body.Close()
+		return nil, fmt.Errorf("unexpected status code: %d", resp.StatusCode)
+	}
+	return resp.Body, nil
+}
+
+func (o *KokoroOrator) Speak(text string) error {
+	o.logger.Debug("fn: Speak is called", "text-len", len(text))
+	body, err := o.requestSound(text)
+	if err != nil {
+		o.logger.Error("request failed", "error", err)
+		return fmt.Errorf("request failed: %w", err)
+	}
+	defer body.Close()
+	// Decode the mp3 audio from response body
+	streamer, format, err := mp3.Decode(body)
+	if err != nil {
+		o.logger.Error("mp3 decode failed", "error", err)
+		return fmt.Errorf("mp3 decode failed: %w", err)
+	}
+	defer streamer.Close()
+	// here it spams with errors that speaker cannot be initialized more than once, but how would we deal with many audio records then?
+	if err := speaker.Init(format.SampleRate, format.SampleRate.N(time.Second/10)); err != nil {
+		o.logger.Debug("failed to init speaker", "error", err)
+	}
+	done := make(chan bool)
+	o.mu.Lock()
+	o.currentDone = done
+	o.currentStream = &beep.Ctrl{Streamer: beep.Seq(streamer, beep.Callback(func() {
+		o.mu.Lock()
+		close(done)
+		o.currentStream = nil
+		o.currentDone = nil
+		o.mu.Unlock()
+	})), Paused: false}
+	o.mu.Unlock()
+	speaker.Play(o.currentStream)
+	<-done
+	return nil
+}
+
+func (o *KokoroOrator) Stop() {
+	// speaker.Clear()
+	o.logger.Debug("attempted to stop orator", "orator", o)
+	speaker.Lock()
+	defer speaker.Unlock()
+	o.mu.Lock()
+	defer o.mu.Unlock()
+	if o.currentStream != nil {
+		// o.currentStream.Paused = true
+		o.currentStream.Streamer = nil
+	}
+}
+
+func (o *GoogleTranslateOrator) stoproutine() {
+	for {
+		<-TTSDoneChan
+		o.logger.Debug("orator got done signal")
+		o.Stop()
+		// drain the channel
+		for len(TTSTextChan) > 0 {
+			<-TTSTextChan
+		}
+		o.mu.Lock()
+		o.textBuffer.Reset()
+		if o.currentDone != nil {
+			select {
+			case o.currentDone <- true:
+			default:
+				// Channel might be closed, ignore
+			}
+		}
+		o.interrupt = true
+		o.mu.Unlock()
+	}
+}
+
+func (o *GoogleTranslateOrator) readroutine() {
+	tokenizer, _ := english.NewSentenceTokenizer(nil)
+	for {
+		select {
+		case chunk := <-TTSTextChan:
+			o.mu.Lock()
+			o.interrupt = false
+			_, err := o.textBuffer.WriteString(chunk)
+			if err != nil {
+				o.logger.Warn("failed to write to stringbuilder", "error", err)
+				o.mu.Unlock()
+				continue
+			}
+			text := o.textBuffer.String()
+			sentences := tokenizer.Tokenize(text)
+			o.logger.Debug("adding chunk", "chunk", chunk, "text", text, "sen-len", len(sentences))
+			if len(sentences) <= 1 {
+				o.mu.Unlock()
+				continue
+			}
+			completeSentences := sentences[:len(sentences)-1]
+			remaining := sentences[len(sentences)-1].Text
+			o.textBuffer.Reset()
+			o.textBuffer.WriteString(remaining)
+			o.mu.Unlock()
+
+			for _, sentence := range completeSentences {
+				o.mu.Lock()
+				interrupted := o.interrupt
+				o.mu.Unlock()
+				if interrupted {
+					return
+				}
+				cleanedText := models.CleanText(sentence.Text)
+				if cleanedText == "" {
+					continue
+				}
+				o.logger.Debug("calling Speak with sentence", "sent", cleanedText)
+				if err := o.Speak(cleanedText); err != nil {
+					o.logger.Error("tts failed", "sentence", cleanedText, "error", err)
+				}
+			}
+		case <-TTSFlushChan:
+			o.logger.Debug("got flushchan signal start")
+			// lln is done get the whole message out
+			if len(TTSTextChan) > 0 { // otherwise might get stuck
+				for chunk := range TTSTextChan {
+					o.mu.Lock()
+					_, err := o.textBuffer.WriteString(chunk)
+					o.mu.Unlock()
+					if err != nil {
+						o.logger.Warn("failed to write to stringbuilder", "error", err)
+						continue
+					}
+					if len(TTSTextChan) == 0 {
+						break
+					}
+				}
+			}
+			o.mu.Lock()
+			remaining := o.textBuffer.String()
+			remaining = models.CleanText(remaining)
+			o.textBuffer.Reset()
+			o.mu.Unlock()
+			if remaining == "" {
+				continue
+			}
+			o.logger.Debug("calling Speak with remainder", "rem", remaining)
+			sentencesRem := tokenizer.Tokenize(remaining)
+			for _, rs := range sentencesRem { // to avoid dumping large volume of text
+				o.mu.Lock()
+				interrupt := o.interrupt
+				o.mu.Unlock()
+				if interrupt {
+					break
+				}
+				if err := o.Speak(rs.Text); err != nil {
+					o.logger.Error("tts failed", "sentence", rs.Text, "error", err)
+				}
+			}
+		}
+	}
+}
+
+func (o *GoogleTranslateOrator) GetLogger() *slog.Logger {
+	return o.logger
+}
+
+func (o *GoogleTranslateOrator) Speak(text string) error {
+	o.logger.Debug("fn: Speak is called", "text-len", len(text))
+	// Generate MP3 data using google-translate-tts
+	reader, err := o.speech.GenerateSpeech(text)
+	if err != nil {
+		o.logger.Error("generate speech failed", "error", err)
+		return fmt.Errorf("generate speech failed: %w", err)
+	}
+	// Decode the mp3 audio from reader (wrap with NopCloser for io.ReadCloser)
+	streamer, format, err := mp3.Decode(io.NopCloser(reader))
+	if err != nil {
+		o.logger.Error("mp3 decode failed", "error", err)
+		return fmt.Errorf("mp3 decode failed: %w", err)
+	}
+	defer streamer.Close()
+	playbackStreamer := beep.Streamer(streamer)
+	speed := o.speech.Speed
+	if speed <= 0 {
+		speed = 1.0
+	}
+	if speed != 1.0 {
+		playbackStreamer = beep.ResampleRatio(3, float64(speed), streamer)
+	}
+	// Initialize speaker with the format's sample rate
+	if err := speaker.Init(format.SampleRate, format.SampleRate.N(time.Second/10)); err != nil {
+		o.logger.Debug("failed to init speaker", "error", err)
+	}
+	done := make(chan bool)
+	o.mu.Lock()
+	o.currentDone = done
+	o.currentStream = &beep.Ctrl{Streamer: beep.Seq(playbackStreamer, beep.Callback(func() {
+		o.mu.Lock()
+		close(done)
+		o.currentStream = nil
+		o.currentDone = nil
+		o.mu.Unlock()
+	})), Paused: false}
+	o.mu.Unlock()
+	speaker.Play(o.currentStream)
+	<-done // wait for playback to complete
+	return nil
+}
+
+func (o *GoogleTranslateOrator) Stop() {
+	o.logger.Debug("attempted to stop google translate orator")
+	speaker.Lock()
+	defer speaker.Unlock()
+	o.mu.Lock()
+	defer o.mu.Unlock()
+	if o.currentStream != nil {
+		o.currentStream.Streamer = nil
+	}
+	// Also stop the speech handler if possible
+	if o.speech != nil {
+		_ = o.speech.Stop()
+	}
+}

extra/whisper_binary.go

@@ -9,13 +9,15 @@ import (
 	"errors"
 	"fmt"
 	"gf-lt/config"
+	"io"
 	"log/slog"
 	"os"
 	"os/exec"
 	"strings"
 	"sync"
 	"syscall"
-	"time"
+
+	"github.com/gordonklaus/portaudio"
 )
 
 type WhisperBinary struct {
@@ -23,143 +25,11 @@ type WhisperBinary struct {
 	whisperPath string
 	modelPath   string
 	lang        string
-	// Per-recording fields (protected by mu)
+	ctx         context.Context
-	mu        sync.Mutex
+	cancel      context.CancelFunc
-	recording bool
+	mu          sync.Mutex
-	tempFile  string
+	recording   bool
-	ctx       context.Context
+	audioBuffer []int16
-	cancel    context.CancelFunc
-	cmd       *exec.Cmd
-	cmdMu     sync.Mutex
-}
-
-func (w *WhisperBinary) StartRecording() error {
-	w.mu.Lock()
-	defer w.mu.Unlock()
-	if w.recording {
-		return errors.New("recording is already in progress")
-	}
-	// Fresh context for this recording
-	ctx, cancel := context.WithCancel(context.Background())
-	w.ctx = ctx
-	w.cancel = cancel
-	// Create temporary file
-	tempFile, err := os.CreateTemp("", "recording_*.wav")
-	if err != nil {
-		cancel()
-		return fmt.Errorf("failed to create temp file: %w", err)
-	}
-	tempFile.Close()
-	w.tempFile = tempFile.Name()
-	// ffmpeg command: capture from default microphone, write WAV
-	args := []string{
-		"-f", "alsa", // or "pulse" if preferred
-		"-i", "default",
-		"-acodec", "pcm_s16le",
-		"-ar", "16000",
-		"-ac", "1",
-		"-y", // overwrite output file
-		w.tempFile,
-	}
-	cmd := exec.CommandContext(w.ctx, "ffmpeg", args...)
-	// Capture stderr for debugging (optional, but useful for diagnosing)
-	stderr, err := cmd.StderrPipe()
-	if err != nil {
-		cancel()
-		os.Remove(w.tempFile)
-		return fmt.Errorf("failed to create stderr pipe: %w", err)
-	}
-	go func() {
-		buf := make([]byte, 1024)
-		for {
-			n, err := stderr.Read(buf)
-			if n > 0 {
-				w.logger.Debug("ffmpeg stderr", "output", string(buf[:n]))
-			}
-			if err != nil {
-				break
-			}
-		}
-	}()
-	w.cmdMu.Lock()
-	w.cmd = cmd
-	w.cmdMu.Unlock()
-	if err := cmd.Start(); err != nil {
-		cancel()
-		os.Remove(w.tempFile)
-		return fmt.Errorf("failed to start ffmpeg: %w", err)
-	}
-	w.recording = true
-	w.logger.Debug("Recording started", "file", w.tempFile)
-	return nil
-}
-
-func (w *WhisperBinary) StopRecording() (string, error) {
-	w.mu.Lock()
-	defer w.mu.Unlock()
-	if !w.recording {
-		return "", errors.New("not currently recording")
-	}
-	w.recording = false
-	// Gracefully stop ffmpeg
-	w.cmdMu.Lock()
-	if w.cmd != nil && w.cmd.Process != nil {
-		w.logger.Debug("Sending SIGTERM to ffmpeg")
-		w.cmd.Process.Signal(syscall.SIGTERM)
-		// Wait for process to exit (up to 2 seconds)
-		done := make(chan error, 1)
-		go func() {
-			done <- w.cmd.Wait()
-		}()
-		select {
-		case <-done:
-			w.logger.Debug("ffmpeg exited after SIGTERM")
-		case <-time.After(2 * time.Second):
-			w.logger.Warn("ffmpeg did not exit, sending SIGKILL")
-			w.cmd.Process.Kill()
-			<-done
-		}
-	}
-	w.cmdMu.Unlock()
-	// Cancel context (already done, but for cleanliness)
-	if w.cancel != nil {
-		w.cancel()
-	}
-	// Validate temp file
-	if w.tempFile == "" {
-		return "", errors.New("no recording file")
-	}
-	defer os.Remove(w.tempFile)
-	info, err := os.Stat(w.tempFile)
-	if err != nil {
-		return "", fmt.Errorf("failed to stat temp file: %w", err)
-	}
-	if info.Size() < 44 { // WAV header is 44 bytes
-		// Log ffmpeg stderr? Already captured in debug logs.
-		return "", fmt.Errorf("recording file too small (%d bytes), possibly no audio captured", info.Size())
-	}
-	// Run whisper.cpp binary
-	cmd := exec.Command(w.whisperPath, "-m", w.modelPath, "-l", w.lang, w.tempFile)
-	var outBuf, errBuf bytes.Buffer
-	cmd.Stdout = &outBuf
-	cmd.Stderr = &errBuf
-	if err := cmd.Run(); err != nil {
-		w.logger.Error("whisper binary failed",
-			"error", err,
-			"stderr", errBuf.String(),
-			"file_size", info.Size())
-		return "", fmt.Errorf("whisper binary failed: %w (stderr: %s)", err, errBuf.String())
-	}
-	result := strings.TrimRight(outBuf.String(), "\n")
-	result = specialRE.ReplaceAllString(result, "")
-	return strings.TrimSpace(strings.ReplaceAll(result, "\n ", "\n")), nil
-}
-
-// IsRecording returns true if a recording is in progress.
-func (w *WhisperBinary) IsRecording() bool {
-	w.mu.Lock()
-	defer w.mu.Unlock()
-	return w.recording
 }
 
 func NewWhisperBinary(logger *slog.Logger, cfg *config.Config) *WhisperBinary {
@@ -174,3 +44,283 @@ func NewWhisperBinary(logger *slog.Logger, cfg *config.Config) *WhisperBinary {
 		cancel:      cancel,
 	}
 }
+
+func (w *WhisperBinary) StartRecording() error {
+	w.mu.Lock()
+	defer w.mu.Unlock()
+	if w.recording {
+		return errors.New("recording is already in progress")
+	}
+	// If context is cancelled, create a new one for the next recording session
+	if w.ctx.Err() != nil {
+		w.logger.Debug("Context cancelled, creating new context")
+		w.ctx, w.cancel = context.WithCancel(context.Background())
+	}
+	// Temporarily redirect stderr to suppress ALSA warnings during PortAudio init
+	origStderr, errDup := syscall.Dup(syscall.Stderr)
+	if errDup != nil {
+		return fmt.Errorf("failed to dup stderr: %w", errDup)
+	}
+	nullFD, err := syscall.Open("/dev/null", syscall.O_WRONLY, 0)
+	if err != nil {
+		_ = syscall.Close(origStderr) // Close the dup'd fd if open fails
+		return fmt.Errorf("failed to open /dev/null: %w", err)
+	}
+	// redirect stderr
+	_ = syscall.Dup2(nullFD, syscall.Stderr)
+	// Initialize PortAudio (this is where ALSA warnings occur)
+	portaudioErr := portaudio.Initialize()
+	defer func() {
+		// Restore stderr
+		_ = syscall.Dup2(origStderr, syscall.Stderr)
+		_ = syscall.Close(origStderr)
+		_ = syscall.Close(nullFD)
+	}()
+	if portaudioErr != nil {
+		return fmt.Errorf("portaudio init failed: %w", portaudioErr)
+	}
+	// Initialize audio buffer
+	w.audioBuffer = make([]int16, 0)
+	in := make([]int16, 1024) // buffer size
+	stream, err := portaudio.OpenDefaultStream(1, 0, 16000.0, len(in), in)
+	if err != nil {
+		if paErr := portaudio.Terminate(); paErr != nil {
+			return fmt.Errorf("failed to open microphone: %w; terminate error: %w", err, paErr)
+		}
+		return fmt.Errorf("failed to open microphone: %w", err)
+	}
+	go w.recordAudio(stream, in)
+	w.recording = true
+	w.logger.Debug("Recording started")
+	return nil
+}
+
+func (w *WhisperBinary) recordAudio(stream *portaudio.Stream, in []int16) {
+	defer func() {
+		w.logger.Debug("recordAudio defer function called")
+		_ = stream.Stop()         // Stop the stream
+		_ = portaudio.Terminate() // ignoring error as we're shutting down
+		w.logger.Debug("recordAudio terminated")
+	}()
+	w.logger.Debug("Starting audio stream")
+	if err := stream.Start(); err != nil {
+		w.logger.Error("Failed to start audio stream", "error", err)
+		return
+	}
+	w.logger.Debug("Audio stream started, entering recording loop")
+	for {
+		select {
+		case <-w.ctx.Done():
+			w.logger.Debug("Context done, exiting recording loop")
+			return
+		default:
+			// Check recording status with minimal lock time
+			w.mu.Lock()
+			recording := w.recording
+			w.mu.Unlock()
+
+			if !recording {
+				w.logger.Debug("Recording flag is false, exiting recording loop")
+				return
+			}
+			if err := stream.Read(); err != nil {
+				w.logger.Error("Error reading from stream", "error", err)
+				return
+			}
+			// Append samples to buffer - only acquire lock when necessary
+			w.mu.Lock()
+			if w.audioBuffer == nil {
+				w.audioBuffer = make([]int16, 0)
+			}
+			// Make a copy of the input buffer to avoid overwriting
+			tempBuffer := make([]int16, len(in))
+			copy(tempBuffer, in)
+			w.audioBuffer = append(w.audioBuffer, tempBuffer...)
+			w.mu.Unlock()
+		}
+	}
+}
+
+func (w *WhisperBinary) StopRecording() (string, error) {
+	w.logger.Debug("StopRecording called")
+	w.mu.Lock()
+	if !w.recording {
+		w.mu.Unlock()
+		return "", errors.New("not currently recording")
+	}
+	w.logger.Debug("Setting recording to false and cancelling context")
+	w.recording = false
+	w.cancel() // This will stop the recording goroutine
+	w.mu.Unlock()
+	// // Small delay to allow the recording goroutine to react to context cancellation
+	// time.Sleep(20 * time.Millisecond)
+	// Save the recorded audio to a temporary file
+	tempFile, err := w.saveAudioToTempFile()
+	if err != nil {
+		w.logger.Error("Error saving audio to temp file", "error", err)
+		return "", fmt.Errorf("failed to save audio to temp file: %w", err)
+	}
+	w.logger.Debug("Saved audio to temp file", "file", tempFile)
+	// Run the whisper binary with a separate context to avoid cancellation during transcription
+	cmd := exec.Command(w.whisperPath, "-m", w.modelPath, "-l", w.lang, tempFile, "2>/dev/null")
+	var outBuf bytes.Buffer
+	cmd.Stdout = &outBuf
+	// Redirect stderr to suppress ALSA warnings and other stderr output
+	cmd.Stderr = io.Discard // Suppress stderr output from whisper binary
+	w.logger.Debug("Running whisper binary command")
+	if err := cmd.Run(); err != nil {
+		// Clean up audio buffer
+		w.mu.Lock()
+		w.audioBuffer = nil
+		w.mu.Unlock()
+		// Since we're suppressing stderr, we'll just log that the command failed
+		w.logger.Error("Error running whisper binary", "error", err)
+		return "", fmt.Errorf("whisper binary failed: %w", err)
+	}
+	result := outBuf.String()
+	w.logger.Debug("Whisper binary completed", "result", result)
+	// Clean up audio buffer
+	w.mu.Lock()
+	w.audioBuffer = nil
+	w.mu.Unlock()
+	// Clean up the temporary file after transcription
+	w.logger.Debug("StopRecording completed")
+	os.Remove(tempFile)
+	result = strings.TrimRight(result, "\n")
+	// in case there are special tokens like [_BEG_]
+	result = specialRE.ReplaceAllString(result, "")
+	return strings.TrimSpace(strings.ReplaceAll(result, "\n ", "\n")), nil
+}
+
+// saveAudioToTempFile saves the recorded audio data to a temporary WAV file
+func (w *WhisperBinary) saveAudioToTempFile() (string, error) {
+	w.logger.Debug("saveAudioToTempFile called")
+	// Create temporary WAV file
+	tempFile, err := os.CreateTemp("", "recording_*.wav")
+	if err != nil {
+		w.logger.Error("Failed to create temp file", "error", err)
+		return "", fmt.Errorf("failed to create temp file: %w", err)
+	}
+	w.logger.Debug("Created temp file", "file", tempFile.Name())
+	defer tempFile.Close()
+
+	// Write WAV header and data
+	w.logger.Debug("About to write WAV file", "file", tempFile.Name())
+	err = w.writeWAVFile(tempFile.Name())
+	if err != nil {
+		w.logger.Error("Error writing WAV file", "error", err)
+		return "", fmt.Errorf("failed to write WAV file: %w", err)
+	}
+	w.logger.Debug("WAV file written successfully", "file", tempFile.Name())
+
+	return tempFile.Name(), nil
+}
+
+// writeWAVFile creates a WAV file from the recorded audio data
+func (w *WhisperBinary) writeWAVFile(filename string) error {
+	w.logger.Debug("writeWAVFile called", "filename", filename)
+	// Open file for writing
+	file, err := os.Create(filename)
+	if err != nil {
+		w.logger.Error("Error creating file", "error", err)
+		return err
+	}
+	defer file.Close()
+
+	w.logger.Debug("About to acquire mutex in writeWAVFile")
+	w.mu.Lock()
+	w.logger.Debug("Locked mutex, copying audio buffer")
+	audioData := make([]int16, len(w.audioBuffer))
+	copy(audioData, w.audioBuffer)
+	w.mu.Unlock()
+	w.logger.Debug("Unlocked mutex", "audio_data_length", len(audioData))
+
+	if len(audioData) == 0 {
+		w.logger.Warn("No audio data to write")
+		return errors.New("no audio data to write")
+	}
+
+	// Calculate data size (number of samples * size of int16)
+	dataSize := len(audioData) * 2 // 2 bytes per int16 sample
+	w.logger.Debug("Calculated data size", "size", dataSize)
+
+	// Write WAV header with the correct data size
+	header := w.createWAVHeader(16000, 1, 16, dataSize)
+	_, err = file.Write(header)
+	if err != nil {
+		w.logger.Error("Error writing WAV header", "error", err)
+		return err
+	}
+	w.logger.Debug("WAV header written successfully")
+
+	// Write audio data
+	w.logger.Debug("About to write audio data samples")
+	for i, sample := range audioData {
+		// Write little-endian 16-bit sample
+		_, err := file.Write([]byte{byte(sample), byte(sample >> 8)})
+		if err != nil {
+			w.logger.Error("Error writing sample", "index", i, "error", err)
+			return err
+		}
+		// Log progress every 10000 samples to avoid too much output
+		if i%10000 == 0 {
+			w.logger.Debug("Written samples", "count", i)
+		}
+	}
+	w.logger.Debug("All audio data written successfully")
+
+	return nil
+}
+
+// createWAVHeader creates a WAV file header
+func (w *WhisperBinary) createWAVHeader(sampleRate, channels, bitsPerSample int, dataSize int) []byte {
+	header := make([]byte, 44)
+	copy(header[0:4], "RIFF")
+	// Total file size will be updated later
+	copy(header[8:12], "WAVE")
+	copy(header[12:16], "fmt ")
+	// fmt chunk size (16 for PCM)
+	header[16] = 16
+	header[17] = 0
+	header[18] = 0
+	header[19] = 0
+	// Audio format (1 = PCM)
+	header[20] = 1
+	header[21] = 0
+	// Number of channels
+	header[22] = byte(channels)
+	header[23] = 0
+	// Sample rate
+	header[24] = byte(sampleRate)
+	header[25] = byte(sampleRate >> 8)
+	header[26] = byte(sampleRate >> 16)
+	header[27] = byte(sampleRate >> 24)
+	// Byte rate
+	byteRate := sampleRate * channels * bitsPerSample / 8
+	header[28] = byte(byteRate)
+	header[29] = byte(byteRate >> 8)
+	header[30] = byte(byteRate >> 16)
+	header[31] = byte(byteRate >> 24)
+	// Block align
+	blockAlign := channels * bitsPerSample / 8
+	header[32] = byte(blockAlign)
+	header[33] = 0
+	// Bits per sample
+	header[34] = byte(bitsPerSample)
+	header[35] = 0
+	// "data" subchunk
+	copy(header[36:40], "data")
+	// Data size
+	header[40] = byte(dataSize)
+	header[41] = byte(dataSize >> 8)
+	header[42] = byte(dataSize >> 16)
+	header[43] = byte(dataSize >> 24)
+
+	return header
+}
+
+func (w *WhisperBinary) IsRecording() bool {
+	w.mu.Lock()
+	defer w.mu.Unlock()
+	return w.recording
+}

extra/whisper_server.go

@@ -1,156 +0,0 @@
-//go:build extra
-// +build extra
-
-package extra
-
-import (
-	"bytes"
-	"errors"
-	"fmt"
-	"io"
-	"log/slog"
-	"mime/multipart"
-	"net/http"
-	"os/exec"
-	"strings"
-	"sync"
-)
-
-type WhisperServer struct {
-	logger      *slog.Logger
-	ServerURL   string
-	SampleRate  int
-	AudioBuffer *bytes.Buffer
-	recording   bool          // protected by mu
-	mu          sync.Mutex    // protects recording & AudioBuffer
-	cmd         *exec.Cmd     // protected by cmdMu
-	stopCh      chan struct{} // protected by cmdMu
-	cmdMu       sync.Mutex    // protects cmd and stopCh
-}
-
-func (stt *WhisperServer) StartRecording() error {
-	stt.mu.Lock()
-	defer stt.mu.Unlock()
-	if stt.recording {
-		return nil
-	}
-	// Build ffmpeg command for microphone capture
-	args := []string{
-		"-f", "alsa",
-		"-i", "default",
-		"-acodec", "pcm_s16le",
-		"-ar", fmt.Sprint(stt.SampleRate),
-		"-ac", "1",
-		"-f", "s16le",
-		"-",
-	}
-	cmd := exec.Command("ffmpeg", args...)
-	stdout, err := cmd.StdoutPipe()
-	if err != nil {
-		return fmt.Errorf("failed to get stdout pipe: %w", err)
-	}
-	stt.cmdMu.Lock()
-	stt.cmd = cmd
-	stt.stopCh = make(chan struct{})
-	stt.cmdMu.Unlock()
-	if err := cmd.Start(); err != nil {
-		return fmt.Errorf("failed to start ffmpeg: %w", err)
-	}
-	stt.recording = true
-	stt.AudioBuffer.Reset()
-	// Read PCM data in goroutine
-	go func() {
-		buf := make([]byte, 4096)
-		for {
-			select {
-			case <-stt.stopCh:
-				return
-			default:
-				n, err := stdout.Read(buf)
-				if n > 0 {
-					stt.mu.Lock()
-					stt.AudioBuffer.Write(buf[:n])
-					stt.mu.Unlock()
-				}
-				if err != nil {
-					if err != io.EOF {
-						stt.logger.Error("recording read error", "error", err)
-					}
-					return
-				}
-			}
-		}
-	}()
-	return nil
-}
-
-func (stt *WhisperServer) StopRecording() (string, error) {
-	stt.mu.Lock()
-	defer stt.mu.Unlock()
-	if !stt.recording {
-		return "", errors.New("not recording")
-	}
-	stt.recording = false
-	// Stop ffmpeg
-	stt.cmdMu.Lock()
-	if stt.cmd != nil && stt.cmd.Process != nil {
-		stt.cmd.Process.Kill()
-		stt.cmd.Wait()
-	}
-	close(stt.stopCh)
-	stt.cmdMu.Unlock()
-	// Rest of StopRecording unchanged (WAV header + HTTP upload)
-	// ...
-	stt.recording = false
-	// wait loop to finish?
-	if stt.AudioBuffer == nil {
-		err := errors.New("unexpected nil AudioBuffer")
-		stt.logger.Error(err.Error())
-		return "", err
-	}
-	// Create WAV header first
-	body := &bytes.Buffer{}
-	writer := multipart.NewWriter(body)
-	// Add audio file part
-	part, err := writer.CreateFormFile("file", "recording.wav")
-	if err != nil {
-		stt.logger.Error("fn: StopRecording", "error", err)
-		return "", err
-	}
-	// Stream directly to multipart writer: header + raw data
-	dataSize := stt.AudioBuffer.Len()
-	stt.writeWavHeader(part, dataSize)
-	if _, err := io.Copy(part, stt.AudioBuffer); err != nil {
-		stt.logger.Error("fn: StopRecording", "error", err)
-		return "", err
-	}
-	// Reset buffer for next recording
-	stt.AudioBuffer.Reset()
-	// Add response format field
-	err = writer.WriteField("response_format", "text")
-	if err != nil {
-		stt.logger.Error("fn: StopRecording", "error", err)
-		return "", err
-	}
-	if writer.Close() != nil {
-		stt.logger.Error("fn: StopRecording", "error", err)
-		return "", err
-	}
-	// Send request
-	resp, err := http.Post(stt.ServerURL, writer.FormDataContentType(), body) //nolint:noctx
-	if err != nil {
-		stt.logger.Error("fn: StopRecording", "error", err)
-		return "", err
-	}
-	defer resp.Body.Close()
-	// Read and print response
-	responseTextBytes, err := io.ReadAll(resp.Body)
-	if err != nil {
-		stt.logger.Error("fn: StopRecording", "error", err)
-		return "", err
-	}
-	resptext := strings.TrimRight(string(responseTextBytes), "\n")
-	// in case there are special tokens like [_BEG_]
-	resptext = specialRE.ReplaceAllString(resptext, "")
-	return strings.TrimSpace(strings.ReplaceAll(resptext, "\n ", "\n")), nil
-}

go.mod

@@ -4,11 +4,13 @@ go 1.25.1
 
 require (
 	github.com/BurntSushi/toml v1.5.0
-	github.com/GrailFinder/google-translate-tts v0.1.4
+	github.com/GrailFinder/google-translate-tts v0.1.3
 	github.com/GrailFinder/searchagent v0.2.0
 	github.com/PuerkitoBio/goquery v1.11.0
 	github.com/gdamore/tcell/v2 v2.13.2
 	github.com/glebarez/go-sqlite v1.22.0
+	github.com/gopxl/beep/v2 v2.1.1
+	github.com/gordonklaus/portaudio v0.0.0-20250206071425-98a94950218b
 	github.com/jmoiron/sqlx v1.4.0
 	github.com/ledongthuc/pdf v0.0.0-20250511090121-5959a4027728
 	github.com/neurosnap/sentences v1.1.2
@@ -23,17 +25,21 @@ require (
 	github.com/andybalholm/cascadia v1.3.3 // indirect
 	github.com/deckarep/golang-set/v2 v2.8.0 // indirect
 	github.com/dustin/go-humanize v1.0.1 // indirect
+	github.com/ebitengine/oto/v3 v3.4.0 // indirect
+	github.com/ebitengine/purego v0.9.1 // indirect
 	github.com/emirpasic/gods v1.18.1 // indirect
 	github.com/gdamore/encoding v1.0.1 // indirect
 	github.com/go-jose/go-jose/v3 v3.0.4 // indirect
 	github.com/go-stack/stack v1.8.1 // indirect
 	github.com/google/uuid v1.6.0 // indirect
 	github.com/hajimehoshi/go-mp3 v0.3.4 // indirect
+	github.com/hajimehoshi/oto/v2 v2.3.1 // indirect
 	github.com/lucasb-eyer/go-colorful v1.3.0 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect
 	github.com/mitchellh/colorstring v0.0.0-20190213212951-d06e56a500db // indirect
 	github.com/ncruces/go-strftime v1.0.0 // indirect
 	github.com/patrickmn/go-cache v2.1.0+incompatible // indirect
+	github.com/pkg/errors v0.9.1 // indirect
 	github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec // indirect
 	github.com/rivo/uniseg v0.4.7 // indirect
 	github.com/schollz/progressbar/v2 v2.15.0 // indirect

go.sum

@@ -2,8 +2,8 @@ filippo.io/edwards25519 v1.1.0 h1:FNf4tywRC1HmFuKW5xopWpigGjJKiJSV0Cqo0cJWDaA=
 filippo.io/edwards25519 v1.1.0/go.mod h1:BxyFTGdWcka3PhytdK4V28tE5sGfRvvvRV7EaN4VDT4=
 github.com/BurntSushi/toml v1.5.0 h1:W5quZX/G/csjUnuI8SUYlsHs9M38FC7znL0lIO+DvMg=
 github.com/BurntSushi/toml v1.5.0/go.mod h1:ukJfTF/6rtPPRCnwkur4qwRxa8vTRFBF0uk2lLoLwho=
-github.com/GrailFinder/google-translate-tts v0.1.4 h1:NJoPZUGfBrmouQMN19MUcNPNUx4tmf4a8OZRME4E4Mg=
+github.com/GrailFinder/google-translate-tts v0.1.3 h1:Mww9tNzTWjjSh+OCbTPl/+21oMPKcUecXZfU7nTB/lA=
-github.com/GrailFinder/google-translate-tts v0.1.4/go.mod h1:YIOLKR7sObazdUCrSex3u9OVBovU55eYgWa25vsQJ18=
+github.com/GrailFinder/google-translate-tts v0.1.3/go.mod h1:YIOLKR7sObazdUCrSex3u9OVBovU55eYgWa25vsQJ18=
 github.com/GrailFinder/searchagent v0.2.0 h1:U2GVjLh/9xZt0xX9OcYk9Q2fMkyzyTiADPUmUisRdtQ=
 github.com/GrailFinder/searchagent v0.2.0/go.mod h1:d66tn5+22LI8IGJREUsRBT60P0sFdgQgvQRqyvgItrs=
 github.com/PuerkitoBio/goquery v1.11.0 h1:jZ7pwMQXIITcUXNH83LLk+txlaEy6NVOfTuP43xxfqw=
@@ -17,6 +17,10 @@ github.com/deckarep/golang-set/v2 v2.8.0 h1:swm0rlPCmdWn9mESxKOjWk8hXSqoxOp+Zlfu
 github.com/deckarep/golang-set/v2 v2.8.0/go.mod h1:VAky9rY/yGXJOLEDv3OMci+7wtDpOF4IN+y82NBOac4=
 github.com/dustin/go-humanize v1.0.1 h1:GzkhY7T5VNhEkwH0PVJgjz+fX1rhBrR7pRT3mDkpeCY=
 github.com/dustin/go-humanize v1.0.1/go.mod h1:Mu1zIs6XwVuF/gI1OepvI0qD18qycQx+mFykh5fBlto=
+github.com/ebitengine/oto/v3 v3.4.0 h1:br0PgASsEWaoWn38b2Goe7m1GKFYfNgnsjSd5Gg+/bQ=
+github.com/ebitengine/oto/v3 v3.4.0/go.mod h1:IOleLVD0m+CMak3mRVwsYY8vTctQgOM0iiL6S7Ar7eI=
+github.com/ebitengine/purego v0.9.1 h1:a/k2f2HQU3Pi399RPW1MOaZyhKJL9w/xFpKAg4q1s0A=
+github.com/ebitengine/purego v0.9.1/go.mod h1:iIjxzd6CiRiOG0UyXP+V1+jWqUXVjPKLAI0mRfJZTmQ=
 github.com/emirpasic/gods v1.18.1 h1:FXtiHYKDGKCW2KzwZKx0iC0PQmdlorYgdFG9jPXJ1Bc=
 github.com/emirpasic/gods v1.18.1/go.mod h1:8tpGGwCnJ5H4r6BWwaV6OrWmMoPhUl5jm/FMNAnJvWQ=
 github.com/gdamore/encoding v1.0.1 h1:YzKZckdBL6jVt2Gc+5p82qhrGiqMdG/eNs6Wy0u3Uhw=
@@ -37,8 +41,13 @@ github.com/google/pprof v0.0.0-20250317173921-a4b03ec1a45e h1:ijClszYn+mADRFY17k
 github.com/google/pprof v0.0.0-20250317173921-a4b03ec1a45e/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/gopxl/beep/v2 v2.1.1 h1:6FYIYMm2qPAdWkjX+7xwKrViS1x0Po5kDMdRkq8NVbU=
+github.com/gopxl/beep/v2 v2.1.1/go.mod h1:ZAm9TGQ9lvpoiFLd4zf5B1IuyxZhgRACMId1XJbaW0E=
+github.com/gordonklaus/portaudio v0.0.0-20250206071425-98a94950218b h1:WEuQWBxelOGHA6z9lABqaMLMrfwVyMdN3UgRLT+YUPo=
+github.com/gordonklaus/portaudio v0.0.0-20250206071425-98a94950218b/go.mod h1:esZFQEUwqC+l76f2R8bIWSwXMaPbp79PppwZ1eJhFco=
 github.com/hajimehoshi/go-mp3 v0.3.4 h1:NUP7pBYH8OguP4diaTZ9wJbUbk3tC0KlfzsEpWmYj68=
 github.com/hajimehoshi/go-mp3 v0.3.4/go.mod h1:fRtZraRFcWb0pu7ok0LqyFhCUrPeMsGRSVop0eemFmo=
+github.com/hajimehoshi/oto/v2 v2.3.1 h1:qrLKpNus2UfD674oxckKjNJmesp9hMh7u7QCrStB3Rc=
 github.com/hajimehoshi/oto/v2 v2.3.1/go.mod h1:seWLbgHH7AyUMYKfKYT9pg7PhUu9/SisyJvNTT+ASQo=
 github.com/hashicorp/golang-lru/v2 v2.0.7 h1:a+bsQ5rvGLjzHuww6tVxozPZFVghXaHOwFs4luLUK2k=
 github.com/hashicorp/golang-lru/v2 v2.0.7/go.mod h1:QeFd9opnmA6QUJc5vARoKUSoFhyfM2/ZepoAG6RGpeM=
@@ -62,6 +71,8 @@ github.com/neurosnap/sentences v1.1.2 h1:iphYOzx/XckXeBiLIUBkPu2EKMJ+6jDbz/sLJZ7
 github.com/neurosnap/sentences v1.1.2/go.mod h1:/pwU4E9XNL21ygMIkOIllv/SMy2ujHwpf8GQPu1YPbQ=
 github.com/patrickmn/go-cache v2.1.0+incompatible h1:HRMgzkcYKYpi3C8ajMPV8OFXaaRUnok+kx1WdO15EQc=
 github.com/patrickmn/go-cache v2.1.0+incompatible/go.mod h1:3Qf8kWWT7OJRJbdiICTKqZju1ZixQ/KpMGzzAfe6+WQ=
+github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4=
+github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
 github.com/playwright-community/playwright-go v0.5700.1 h1:PNFb1byWqrTT720rEO0JL88C6Ju0EmUnR5deFLvtP/U=
 github.com/playwright-community/playwright-go v0.5700.1/go.mod h1:MlSn1dZrx8rszbCxY6x3qK89ZesJUYVx21B2JnkoNF0=
 github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=

helpfuncs.go

@@ -5,6 +5,7 @@ import (
 	"gf-lt/models"
 	"gf-lt/pngmeta"
 	"image"
+	"net/url"
 	"os"
 	"os/exec"
 	"path"
@@ -12,7 +13,6 @@ import (
 	"slices"
 	"strconv"
 	"strings"
-	"sync/atomic"
 	"time"
 	"unicode"
 
@@ -20,8 +20,7 @@ import (
 )
 
 // Cached model color - updated by background goroutine
-// var cachedModelColor string = "orange"
+var cachedModelColor string = "orange"
-var cachedModelColor atomic.Value
 
 // startModelColorUpdater starts a background goroutine that periodically updates
 // the cached model color. Only runs HTTP requests for local llama.cpp APIs.
@@ -40,20 +39,20 @@ func startModelColorUpdater() {
 // updateCachedModelColor updates the global cachedModelColor variable
 func updateCachedModelColor() {
 	if !isLocalLlamacpp() {
-		cachedModelColor.Store("orange")
+		cachedModelColor = "orange"
 		return
 	}
 	// Check if model is loaded
 	loaded, err := isModelLoaded(chatBody.Model)
 	if err != nil {
 		// On error, assume not loaded (red)
-		cachedModelColor.Store("red")
+		cachedModelColor = "red"
 		return
 	}
 	if loaded {
-		cachedModelColor.Store("green")
+		cachedModelColor = "green"
 	} else {
-		cachedModelColor.Store("red")
+		cachedModelColor = "red"
 	}
 }
 
@@ -109,7 +108,7 @@ func refreshChatDisplay() {
 	textView.SetText(displayText)
 	colorText()
 	updateStatusLine()
-	if cfg.AutoScrollEnabled {
+	if scrollToEndEnabled {
 		textView.ScrollToEnd()
 	}
 }
@@ -324,17 +323,19 @@ func strInSlice(s string, sl []string) bool {
 
 // isLocalLlamacpp checks if the current API is a local llama.cpp instance.
 func isLocalLlamacpp() bool {
-	if strings.Contains(cfg.CurrentAPI, "openrouter") || strings.Contains(cfg.CurrentAPI, "deepseek") {
+	u, err := url.Parse(cfg.CurrentAPI)
+	if err != nil {
 		return false
 	}
-	return true
+	host := u.Hostname()
+	return host == "localhost" || host == "127.0.0.1" || host == "::1"
 }
 
 // getModelColor returns the cached color tag for the model name.
 // The cached value is updated by a background goroutine every 5 seconds.
 // For non-local models, returns orange. For local llama.cpp models, returns green if loaded, red if not.
 func getModelColor() string {
-	return cachedModelColor.Load().(string)
+	return cachedModelColor
 }
 
 func makeStatusLine() string {
@@ -541,7 +542,7 @@ func executeCommandAndDisplay(cmdText string) {
 	cmdText = strings.TrimSpace(cmdText)
 	if cmdText == "" {
 		fmt.Fprintf(textView, "\n[red]Error: No command provided[-:-:-]\n")
-		if cfg.AutoScrollEnabled {
+		if scrollToEndEnabled {
 			textView.ScrollToEnd()
 		}
 		colorText()
@@ -573,7 +574,7 @@ func executeCommandAndDisplay(cmdText string) {
 				Content: "$ " + cmdText + "\n\n" + outputContent,
 			}
 			chatBody.Messages = append(chatBody.Messages, combinedMsg)
-			if cfg.AutoScrollEnabled {
+			if scrollToEndEnabled {
 				textView.ScrollToEnd()
 			}
 			colorText()
@@ -588,7 +589,7 @@ func executeCommandAndDisplay(cmdText string) {
 				Content: "$ " + cmdText + "\n\n" + outputContent,
 			}
 			chatBody.Messages = append(chatBody.Messages, combinedMsg)
-			if cfg.AutoScrollEnabled {
+			if scrollToEndEnabled {
 				textView.ScrollToEnd()
 			}
 			colorText()
@@ -636,7 +637,7 @@ func executeCommandAndDisplay(cmdText string) {
 	}
 	chatBody.Messages = append(chatBody.Messages, combinedMsg)
 	// Scroll to end and update colors
-	if cfg.AutoScrollEnabled {
+	if scrollToEndEnabled {
 		textView.ScrollToEnd()
 	}
 	colorText()
@@ -966,52 +967,3 @@ func extractDisplayPath(p, bp string) string {
 	}
 	return p
 }
-
-func getValidKnowToRecipient(msg *models.RoleMsg) (string, bool) {
-	if cfg == nil || !cfg.CharSpecificContextEnabled {
-		return "", false
-	}
-	// case where all roles are in the tag => public message
-	cr := listChatRoles()
-	slices.Sort(cr)
-	slices.Sort(msg.KnownTo)
-	if slices.Equal(cr, msg.KnownTo) {
-		logger.Info("got msg with tag mentioning every role")
-		return "", false
-	}
-	// Check each character in the KnownTo list
-	for _, recipient := range msg.KnownTo {
-		if recipient == msg.Role || recipient == cfg.ToolRole {
-			// weird cases, skip
-			continue
-		}
-		// Skip if this is the user character (user handles their own turn)
-		// If user is in KnownTo, stop processing - it's the user's turn
-		if recipient == cfg.UserRole || recipient == cfg.WriteNextMsgAs {
-			return "", false
-		}
-		return recipient, true
-	}
-	return "", false
-}
-
-// triggerPrivateMessageResponses checks if a message was sent privately to specific characters
-// and triggers those non-user characters to respond
-func triggerPrivateMessageResponses(msg *models.RoleMsg) {
-	recipient, ok := getValidKnowToRecipient(msg)
-	if !ok || recipient == "" {
-		return
-	}
-	// Trigger the recipient character to respond
-	triggerMsg := recipient + ":\n"
-	// Send empty message so LLM continues naturally from the conversation
-	crr := &models.ChatRoundReq{
-		UserMsg: triggerMsg,
-		Role:    recipient,
-		Resume:  true,
-	}
-	fmt.Fprintf(textView, "\n[-:-:b](%d) ", len(chatBody.Messages))
-	fmt.Fprint(textView, roleToIcon(recipient))
-	fmt.Fprint(textView, "[-:-:-]\n")
-	chatRoundChan <- crr
-}

llm.go

@@ -62,11 +62,11 @@ type ChunkParser interface {
 func choseChunkParser() {
 	chunkParser = LCPCompletion{}
 	switch cfg.CurrentAPI {
-	case "http://localhost:8080/completion", "http://127.0.0.1:8080/completion":
+	case "http://localhost:8080/completion":
 		chunkParser = LCPCompletion{}
 		logger.Debug("chosen lcpcompletion", "link", cfg.CurrentAPI)
 		return
-	case "http://localhost:8080/v1/chat/completions", "http://127.0.0.1:8080/v1/chat/completions":
+	case "http://localhost:8080/v1/chat/completions":
 		chunkParser = LCPChat{}
 		logger.Debug("chosen lcpchat", "link", cfg.CurrentAPI)
 		return
@@ -87,11 +87,6 @@ func choseChunkParser() {
 		logger.Debug("chosen openrouterchat", "link", cfg.CurrentAPI)
 		return
 	default:
-		logger.Warn("unexpected case, assuming llama.cpp on non default address", "link", cfg.CurrentAPI)
-		if strings.Contains(cfg.CurrentAPI, "chat") {
-			chunkParser = LCPChat{}
-			return
-		}
 		chunkParser = LCPCompletion{}
 	}
 }

main.go

@@ -1,15 +1,13 @@
 package main
 
 import (
-	"sync/atomic"
-
 	"github.com/rivo/tview"
 )
 
 var (
 	boolColors        = map[bool]string{true: "green", false: "red"}
-	botRespMode       atomic.Bool
+	botRespMode       = false
-	toolRunningMode   atomic.Bool
+	toolRunningMode   = false
 	editMode          = false
 	roleEditMode      = false
 	injectRole        = true

props_table.go

@@ -121,6 +121,9 @@ func makePropsTable(props map[string]float32) *tview.Table {
 	addCheckboxRow("TTS Enabled", cfg.TTS_ENABLED, func(checked bool) {
 		cfg.TTS_ENABLED = checked
 	})
+	addCheckboxRow("Auto clean tool calls from context", cfg.AutoCleanToolCallsFromCtx, func(checked bool) {
+		cfg.AutoCleanToolCallsFromCtx = checked
+	})
 	addCheckboxRow("Enable Mouse", cfg.EnableMouse, func(checked bool) {
 		cfg.EnableMouse = checked
 		// Reconfigure the app's mouse setting

rag/embedder.go

@@ -7,6 +7,7 @@ import (
 	"fmt"
 	"gf-lt/config"
 	"gf-lt/models"
+	"gf-lt/onnx"
 	"log/slog"
 	"net/http"
 	"os"
@@ -156,43 +157,6 @@ type ONNXEmbedder struct {
 	modelPath     string
 }
 
-var onnxInitOnce sync.Once
-var onnxReady bool
-var onnxLibPath string
-var cudaLibPath string
-
-var onnxLibPaths = []string{
-	"/usr/lib/libonnxruntime.so",
-	"/usr/lib/libonnxruntime.so.1.24.2",
-	"/usr/local/lib/libonnxruntime.so",
-	"/usr/lib/x86_64-linux-gnu/libonnxruntime.so",
-	"/opt/onnxruntime/lib/libonnxruntime.so",
-}
-
-var cudaLibPaths = []string{
-	"/usr/lib/libonnxruntime_providers_cuda.so",
-	"/usr/local/lib/libonnxruntime_providers_cuda.so",
-	"/opt/onnxruntime/lib/libonnxruntime_providers_cuda.so",
-}
-
-func findONNXLibrary() string {
-	for _, path := range onnxLibPaths {
-		if _, err := os.Stat(path); err == nil {
-			return path
-		}
-	}
-	return ""
-}
-
-func findCUDALibrary() string {
-	for _, path := range cudaLibPaths {
-		if _, err := os.Stat(path); err == nil {
-			return path
-		}
-	}
-	return ""
-}
-
 func NewONNXEmbedder(modelPath, tokenizerPath string, dims int, logger *slog.Logger) (*ONNXEmbedder, error) {
 	// Check if model and tokenizer files exist
 	if _, err := os.Stat(modelPath); err != nil {
@@ -202,17 +166,16 @@ func NewONNXEmbedder(modelPath, tokenizerPath string, dims int, logger *slog.Log
 		return nil, fmt.Errorf("tokenizer not found: %w", err)
 	}
 
-	// Find ONNX library
+	// Initialize ONNX runtime
-	onnxLibPath = findONNXLibrary()
+	if err := onnx.Init(); err != nil {
-	if onnxLibPath == "" {
+		return nil, fmt.Errorf("ONNX init failed: %w", err)
-		return nil, errors.New("ONNX runtime library not found in standard locations")
+	}
+	if onnx.HasCUDASupport() {
+		logger.Info("ONNX CUDA support enabled")
+	} else {
+		logger.Info("ONNX using CPU fallback")
 	}
 
-	// Find CUDA provider library (optional)
-	cudaLibPath = findCUDALibrary()
-	if cudaLibPath == "" {
-		fmt.Println("WARNING: CUDA provider library not found, will use CPU")
-	}
 	emb := &ONNXEmbedder{
 		tokenizerPath: tokenizerPath,
 		dims:          dims,
@@ -239,26 +202,12 @@ func (e *ONNXEmbedder) ensureInitialized() error {
 		}
 		e.tokenizer = tok
 	}
-	onnxInitOnce.Do(func() {
+	// ONNX runtime already initialized by onnx.Init() in NewONNXEmbedder
-		onnxruntime_go.SetSharedLibraryPath(onnxLibPath)
+	if !onnx.IsReady() {
-		if err := onnxruntime_go.InitializeEnvironment(); err != nil {
-			e.logger.Error("failed to initialize ONNX runtime", "error", err)
-			onnxReady = false
-			return
-		}
-		// Register CUDA provider if available
-		if cudaLibPath != "" {
-			if err := onnxruntime_go.RegisterExecutionProviderLibrary("CUDA", cudaLibPath); err != nil {
-				e.logger.Warn("failed to register CUDA provider", "error", err)
-			}
-		}
-		onnxReady = true
-	})
-	if !onnxReady {
 		return errors.New("ONNX runtime not ready")
 	}
 	// Create session options
-	opts, err := onnxruntime_go.NewSessionOptions()
+	opts, err := onnx.NewSessionOptions()
 	if err != nil {
 		return fmt.Errorf("failed to create session options: %w", err)
 	}
@@ -266,27 +215,7 @@ func (e *ONNXEmbedder) ensureInitialized() error {
 		_ = opts.Destroy()
 	}()
 
-	// Try to add CUDA provider
+	if onnx.HasCUDASupport() {
-	useCUDA := cudaLibPath != ""
-	if useCUDA {
-		cudaOpts, err := onnxruntime_go.NewCUDAProviderOptions()
-		if err != nil {
-			e.logger.Warn("failed to create CUDA provider options, falling back to CPU", "error", err)
-			useCUDA = false
-		} else {
-			defer func() {
-				_ = cudaOpts.Destroy()
-			}()
-			if err := cudaOpts.Update(map[string]string{"device_id": "0"}); err != nil {
-				e.logger.Warn("failed to update CUDA options, falling back to CPU", "error", err)
-				useCUDA = false
-			} else if err := opts.AppendExecutionProviderCUDA(cudaOpts); err != nil {
-				e.logger.Warn("failed to append CUDA provider, falling back to CPU", "error", err)
-				useCUDA = false
-			}
-		}
-	}
-	if useCUDA {
 		e.logger.Info("Using CUDA for ONNX inference")
 	} else {
 		e.logger.Info("Using CPU for ONNX inference")

rag/rag.go

@@ -12,7 +12,6 @@ import (
 	"regexp"
 	"runtime"
 	"sort"
-	"strconv"
 	"strings"
 	"sync"
 	"time"
@@ -25,123 +24,11 @@ const ()
 var (
 	// Status messages for TUI integration
 	LongJobStatusCh     = make(chan string, 100) // Increased buffer size for parallel batch updates
-	FinishedRAGStatus   = "finished loading RAG file; press x to exit"
+	FinishedRAGStatus   = "finished loading RAG file; press Enter"
 	LoadedFileRAGStatus = "loaded file"
 	ErrRAGStatus        = "some error occurred; failed to transfer data to vector db"
-
-	// stopWords are common words that can be removed from queries when not part of phrases
-	stopWords = []string{"the", "a", "an", "and", "or", "but", "in", "on", "at", "to", "for", "of", "with", "by", "from", "up", "down", "left", "right", "about", "like", "such", "than", "then", "also", "too"}
 )
 
-// isStopWord checks if a word is in the stop words list
-func isStopWord(word string) bool {
-	for _, stop := range stopWords {
-		if strings.EqualFold(word, stop) {
-			return true
-		}
-	}
-	return false
-}
-
-// detectPhrases returns multi-word phrases from a query that should be treated as units
-func detectPhrases(query string) []string {
-	words := strings.Fields(strings.ToLower(query))
-	var phrases []string
-
-	for i := 0; i < len(words)-1; i++ {
-		word1 := strings.Trim(words[i], ".,!?;:'\"()[]{}")
-		word2 := strings.Trim(words[i+1], ".,!?;:'\"()[]{}")
-
-		// Skip if either word is a stop word or too short
-		if isStopWord(word1) || isStopWord(word2) || len(word1) < 2 || len(word2) < 2 {
-			continue
-		}
-
-		// Check if this pair appears to be a meaningful phrase
-		// Simple heuristic: consecutive non-stop words of reasonable length
-		phrase := word1 + " " + word2
-		phrases = append(phrases, phrase)
-
-		// Optionally check for 3-word phrases
-		if i < len(words)-2 {
-			word3 := strings.Trim(words[i+2], ".,!?;:'\"()[]{}")
-			if !isStopWord(word3) && len(word3) >= 2 {
-				phrases = append(phrases, word1+" "+word2+" "+word3)
-			}
-		}
-	}
-
-	return phrases
-}
-
-// countPhraseMatches returns the number of query phrases found in text
-func countPhraseMatches(text, query string) int {
-	phrases := detectPhrases(query)
-	if len(phrases) == 0 {
-		return 0
-	}
-	textLower := strings.ToLower(text)
-	count := 0
-	for _, phrase := range phrases {
-		if strings.Contains(textLower, phrase) {
-			count++
-		}
-	}
-	return count
-}
-
-// parseSlugIndices extracts batch and chunk indices from a slug
-// slug format: filename_batch_chunk (e.g., "kjv_bible.epub_1786_0")
-func parseSlugIndices(slug string) (batch, chunk int, ok bool) {
-	// Find the last two numbers separated by underscores
-	re := regexp.MustCompile(`_(\d+)_(\d+)$`)
-	matches := re.FindStringSubmatch(slug)
-	if matches == nil || len(matches) != 3 {
-		return 0, 0, false
-	}
-	batch, err1 := strconv.Atoi(matches[1])
-	chunk, err2 := strconv.Atoi(matches[2])
-	if err1 != nil || err2 != nil {
-		return 0, 0, false
-	}
-	return batch, chunk, true
-}
-
-// areSlugsAdjacent returns true if two slugs are from the same file and have sequential indices
-func areSlugsAdjacent(slug1, slug2 string) bool {
-	// Extract filename prefix (everything before the last underscore sequence)
-	parts1 := strings.Split(slug1, "_")
-	parts2 := strings.Split(slug2, "_")
-	if len(parts1) < 3 || len(parts2) < 3 {
-		return false
-	}
-
-	// Compare filename prefixes (all parts except last two)
-	prefix1 := strings.Join(parts1[:len(parts1)-2], "_")
-	prefix2 := strings.Join(parts2[:len(parts2)-2], "_")
-	if prefix1 != prefix2 {
-		return false
-	}
-
-	batch1, chunk1, ok1 := parseSlugIndices(slug1)
-	batch2, chunk2, ok2 := parseSlugIndices(slug2)
-	if !ok1 || !ok2 {
-		return false
-	}
-
-	// Check if they're in same batch and chunks are sequential
-	if batch1 == batch2 && (chunk1 == chunk2+1 || chunk2 == chunk1+1) {
-		return true
-	}
-
-	// Check if they're in sequential batches and chunk indices suggest continuity
-	// This is heuristic but useful for cross-batch adjacency
-	if (batch1 == batch2+1 && chunk1 == 0) || (batch2 == batch1+1 && chunk2 == 0) {
-		return true
-	}
-	return false
-}
-
 type RAG struct {
 	logger      *slog.Logger
 	store       storage.FullRepo
@@ -268,8 +155,8 @@ func createChunks(sentences []string, wordLimit, overlapWords uint32) []string {
 }
 
 func sanitizeFTSQuery(query string) string {
-	// Keep double quotes for FTS5 phrase matching
+	// Remove double quotes and other problematic characters for FTS5
-	// Remove other problematic characters
+	query = strings.ReplaceAll(query, "\"", " ")
 	query = strings.ReplaceAll(query, "'", " ")
 	query = strings.ReplaceAll(query, ";", " ")
 	query = strings.ReplaceAll(query, "\\", " ")
@@ -662,6 +549,7 @@ func (r *RAG) RemoveFile(filename string) error {
 var (
 	queryRefinementPattern = regexp.MustCompile(`(?i)(based on my (vector db|vector db|vector database|rags?|past (conversations?|chat|messages?))|from my (files?|documents?|data|information|memory)|search (in|my) (vector db|database|rags?)|rag search for)`)
 	importantKeywords      = []string{"project", "architecture", "code", "file", "chat", "conversation", "topic", "summary", "details", "history", "previous", "my", "user", "me"}
+	stopWords              = []string{"the", "a", "an", "and", "or", "but", "in", "on", "at", "to", "for", "of", "with", "by", "from", "up", "down", "left", "right"}
 )
 
 func (r *RAG) RefineQuery(query string) string {
@@ -673,27 +561,10 @@ func (r *RAG) RefineQuery(query string) string {
 	if len(query) <= 3 {
 		return original
 	}
-	// If query already contains double quotes, assume it's a phrase query and skip refinement
-	if strings.Contains(query, "\"") {
-		return original
-	}
 	query = strings.ToLower(query)
 	words := strings.Fields(query)
 	if len(words) >= 3 {
-		// Detect phrases and protect words that are part of phrases
-		phrases := detectPhrases(query)
-		protectedWords := make(map[string]bool)
-		for _, phrase := range phrases {
-			for _, word := range strings.Fields(phrase) {
-				protectedWords[word] = true
-			}
-		}
-
-		// Remove stop words that are not protected
 		for _, stopWord := range stopWords {
-			if protectedWords[stopWord] {
-				continue
-			}
 			wordPattern := `\b` + stopWord + `\b`
 			re := regexp.MustCompile(wordPattern)
 			query = re.ReplaceAllString(query, "")
@@ -802,57 +673,13 @@ func (r *RAG) GenerateQueryVariations(query string) []string {
 	if !strings.HasSuffix(query, " summary") {
 		variations = append(variations, query+" summary")
 	}
-
-	// Add phrase-quoted variations for better FTS5 matching
-	phrases := detectPhrases(query)
-	if len(phrases) > 0 {
-		// Sort phrases by length descending to prioritize longer phrases
-		sort.Slice(phrases, func(i, j int) bool {
-			return len(phrases[i]) > len(phrases[j])
-		})
-
-		// Create a version with all phrases quoted
-		quotedQuery := query
-		for _, phrase := range phrases {
-			// Only quote if not already quoted
-			quotedPhrase := "\"" + phrase + "\""
-			if !strings.Contains(strings.ToLower(quotedQuery), strings.ToLower(quotedPhrase)) {
-				// Case-insensitive replacement of phrase with quoted version
-				re := regexp.MustCompile(`(?i)\b` + regexp.QuoteMeta(phrase) + `\b`)
-				quotedQuery = re.ReplaceAllString(quotedQuery, quotedPhrase)
-			}
-		}
-		// Disabled malformed quoted query for now
-		// if quotedQuery != query {
-		// 	variations = append(variations, quotedQuery)
-		// }
-
-		// Also add individual phrase variations for short queries
-		if len(phrases) <= 5 {
-			for _, phrase := range phrases {
-				// Create a focused query with just this phrase quoted
-				// Keep original context but emphasize this phrase
-				quotedPhrase := "\"" + phrase + "\""
-				re := regexp.MustCompile(`(?i)\b` + regexp.QuoteMeta(phrase) + `\b`)
-				focusedQuery := re.ReplaceAllString(query, quotedPhrase)
-				if focusedQuery != query && focusedQuery != quotedQuery {
-					variations = append(variations, focusedQuery)
-				}
-				// Add the phrase alone (quoted) as a separate variation
-				variations = append(variations, quotedPhrase)
-			}
-		}
-	}
-
 	return variations
 }
 
 func (r *RAG) RerankResults(results []models.VectorRow, query string) []models.VectorRow {
-	phraseCount := len(detectPhrases(query))
 	type scoredResult struct {
-		row           models.VectorRow
+		row      models.VectorRow
-		distance      float32
+		distance float32
-		phraseMatches int
 	}
 	scored := make([]scoredResult, 0, len(results))
 	for i := range results {
@@ -877,52 +704,18 @@ func (r *RAG) RerankResults(results []models.VectorRow, query string) []models.V
 		if row.FileName == "chat" || strings.Contains(strings.ToLower(row.FileName), "conversation") {
 			score += 3
 		}
-
-		// Phrase match bonus: extra points for containing detected phrases
-		phraseMatches := countPhraseMatches(row.RawText, query)
-		if phraseMatches > 0 {
-			// Significant bonus per phrase to prioritize exact phrase matches
-			r.logger.Debug("phrase match bonus", "slug", row.Slug, "phraseMatches", phraseMatches, "score", score)
-			score += float32(phraseMatches) * 100
-		}
-
-		// Cross-chunk adjacency bonus: if this chunk has adjacent siblings in results,
-		// boost score to promote narrative continuity
-		adjacentCount := 0
-		for _, other := range results {
-			if other.Slug == row.Slug {
-				continue
-			}
-			if areSlugsAdjacent(row.Slug, other.Slug) {
-				adjacentCount++
-			}
-		}
-		if adjacentCount > 0 {
-			// Bonus per adjacent chunk, but diminishing returns
-			score += float32(adjacentCount) * 4
-		}
 		distance := row.Distance - score/100
-		scored = append(scored, scoredResult{row: row, distance: distance, phraseMatches: phraseMatches})
+		scored = append(scored, scoredResult{row: row, distance: distance})
 	}
 	sort.Slice(scored, func(i, j int) bool {
 		return scored[i].distance < scored[j].distance
 	})
 	unique := make([]models.VectorRow, 0)
 	seen := make(map[string]bool)
-	maxPerFile := 2
-	if phraseCount > 0 {
-		maxPerFile = 10
-	}
 	fileCounts := make(map[string]int)
 	for i := range scored {
 		if !seen[scored[i].row.Slug] {
-			// Allow phrase-matching chunks to bypass per-file limit (up to +5 extra)
+			if fileCounts[scored[i].row.FileName] >= 2 {
-			allowed := fileCounts[scored[i].row.FileName] < maxPerFile
-			if !allowed && scored[i].phraseMatches > 0 {
-				// If chunk has phrase matches, allow extra slots (up to maxPerFile + 5)
-				allowed = fileCounts[scored[i].row.FileName] < maxPerFile+5
-			}
-			if !allowed {
 				continue
 			}
 			seen[scored[i].row.Slug] = true
@@ -930,8 +723,8 @@ func (r *RAG) RerankResults(results []models.VectorRow, query string) []models.V
 			unique = append(unique, scored[i].row)
 		}
 	}
-	if len(unique) > 30 {
+	if len(unique) > 10 {
-		unique = unique[:30]
+		unique = unique[:10]
 	}
 	return unique
 }
@@ -1000,7 +793,6 @@ func (r *RAG) Search(query string, limit int) ([]models.VectorRow, error) {
 	r.resetIdleTimer()
 	refined := r.RefineQuery(query)
 	variations := r.GenerateQueryVariations(refined)
-	r.logger.Debug("query variations", "original", query, "refined", refined, "variations", variations)
 
 	// Collect embedding search results from all variations
 	var embResults []models.VectorRow
@@ -1032,35 +824,17 @@ func (r *RAG) Search(query string, limit int) ([]models.VectorRow, error) {
 		return embResults[i].Distance < embResults[j].Distance
 	})
 
-	// Perform keyword search on all variations
+	// Perform keyword search
-	var kwResults []models.VectorRow
+	kwResults, err := r.searchKeyword(refined, limit*2)
-	seenKw := make(map[string]bool)
+	if err != nil {
-	for _, q := range variations {
+		r.logger.Warn("keyword search failed, using only embeddings", "error", err)
-		results, err := r.searchKeyword(q, limit)
+		kwResults = nil
-		if err != nil {
-			r.logger.Debug("keyword search failed for variation", "error", err, "query", q)
-			continue
-		}
-		for _, row := range results {
-			if !seenKw[row.Slug] {
-				seenKw[row.Slug] = true
-				kwResults = append(kwResults, row)
-			}
-		}
 	}
-	// Sort keyword results by distance (lower is better)
+	// Sort keyword results by distance (already sorted by BM25 score)
-	sort.Slice(kwResults, func(i, j int) bool {
+	// kwResults already sorted by distance (lower is better)
-		return kwResults[i].Distance < kwResults[j].Distance
-	})
 
 	// Combine using Reciprocal Rank Fusion (RRF)
-	// Use smaller K for phrase-heavy queries to give more weight to top ranks
+	const rrfK = 60
-	phraseCount := len(detectPhrases(query))
-	rrfK := 60.0
-	if phraseCount > 0 {
-		rrfK = 30.0
-	}
-	r.logger.Debug("RRF parameters", "phraseCount", phraseCount, "rrfK", rrfK, "query", query)
 	type scoredRow struct {
 		row   models.VectorRow
 		score float64
@@ -1070,22 +844,11 @@ func (r *RAG) Search(query string, limit int) ([]models.VectorRow, error) {
 	for rank, row := range embResults {
 		score := 1.0 / (float64(rank) + rrfK)
 		scoreMap[row.Slug] += score
-		if row.Slug == "kjv_bible.epub_1786_0" {
-			r.logger.Debug("target chunk embedding rank", "rank", rank, "score", score)
-		}
 	}
-	// Add keyword results with weight boost when phrases are present
+	// Add keyword results
-	kwWeight := 1.0
-	if phraseCount > 0 {
-		kwWeight = 100.0
-	}
-	r.logger.Debug("keyword weight", "kwWeight", kwWeight, "phraseCount", phraseCount)
 	for rank, row := range kwResults {
-		score := kwWeight * (1.0 / (float64(rank) + rrfK))
+		score := 1.0 / (float64(rank) + rrfK)
 		scoreMap[row.Slug] += score
-		if row.Slug == "kjv_bible.epub_1786_0" {
-			r.logger.Debug("target chunk keyword rank", "rank", rank, "score", score, "kwWeight", kwWeight, "rrfK", rrfK)
-		}
 		// Ensure row exists in combined results
 		if _, exists := seen[row.Slug]; !exists {
 			embResults = append(embResults, row)
@@ -1097,18 +860,6 @@ func (r *RAG) Search(query string, limit int) ([]models.VectorRow, error) {
 		score := scoreMap[row.Slug]
 		scoredRows = append(scoredRows, scoredRow{row: row, score: score})
 	}
-	// Debug: log scores for target chunk and top chunks
-	if strings.Contains(strings.ToLower(query), "bald") || strings.Contains(strings.ToLower(query), "she bears") {
-		for _, sr := range scoredRows {
-			if sr.row.Slug == "kjv_bible.epub_1786_0" {
-				r.logger.Debug("target chunk score", "slug", sr.row.Slug, "score", sr.score, "distance", sr.row.Distance)
-			}
-		}
-		// Log top 5 scores
-		for i := 0; i < len(scoredRows) && i < 5; i++ {
-			r.logger.Debug("top scored row", "rank", i+1, "slug", scoredRows[i].row.Slug, "score", scoredRows[i].score, "distance", scoredRows[i].row.Distance)
-		}
-	}
 	// Sort by descending RRF score
 	sort.Slice(scoredRows, func(i, j int) bool {
 		return scoredRows[i].score > scoredRows[j].score
@@ -1187,11 +938,3 @@ func (r *RAG) Destroy() {
 		}
 	}
 }
-
-// SetEmbedderForTesting replaces the internal embedder with a mock.
-// This function is only available when compiling with the "test" build tag.
-func (r *RAG) SetEmbedderForTesting(e Embedder) {
-	r.mu.Lock()
-	defer r.mu.Unlock()
-	r.embedder = e
-}

rag/rag_integration_test.go

@@ -1,409 +0,0 @@
-package rag
-
-import (
-	"fmt"
-	"gf-lt/config"
-	"gf-lt/models"
-	"gf-lt/storage"
-	"log/slog"
-	"testing"
-
-	_ "github.com/glebarez/go-sqlite"
-	"github.com/jmoiron/sqlx"
-)
-
-// mockEmbedder returns zero vectors of a fixed dimension.
-type mockEmbedder struct {
-	dim int
-}
-
-func (m *mockEmbedder) Embed(text string) ([]float32, error) {
-	vec := make([]float32, m.dim)
-	return vec, nil
-}
-
-func (m *mockEmbedder) EmbedSlice(texts []string) ([][]float32, error) {
-	vecs := make([][]float32, len(texts))
-	for i := range vecs {
-		vecs[i] = make([]float32, m.dim)
-	}
-	return vecs, nil
-}
-
-// dummyStore implements storage.FullRepo with a minimal set of methods.
-// Only DB() is used by VectorStorage; other methods return empty values.
-type dummyStore struct {
-	db *sqlx.DB
-}
-
-func (d dummyStore) DB() *sqlx.DB { return d.db }
-
-// ChatHistory methods
-func (d dummyStore) ListChats() ([]models.Chat, error)                     { return nil, nil }
-func (d dummyStore) GetChatByID(id uint32) (*models.Chat, error)           { return nil, nil }
-func (d dummyStore) GetChatByChar(char string) ([]models.Chat, error)      { return nil, nil }
-func (d dummyStore) GetLastChat() (*models.Chat, error)                    { return nil, nil }
-func (d dummyStore) GetLastChatByAgent(agent string) (*models.Chat, error) { return nil, nil }
-func (d dummyStore) UpsertChat(chat *models.Chat) (*models.Chat, error)    { return chat, nil }
-func (d dummyStore) RemoveChat(id uint32) error                            { return nil }
-func (d dummyStore) ChatGetMaxID() (uint32, error)                         { return 0, nil }
-
-// Memories methods
-func (d dummyStore) Memorise(m *models.Memory) (*models.Memory, error) { return m, nil }
-func (d dummyStore) Recall(agent, topic string) (string, error)        { return "", nil }
-func (d dummyStore) RecallTopics(agent string) ([]string, error)       { return nil, nil }
-
-// VectorRepo methods (not used but required by interface)
-func (d dummyStore) WriteVector(row *models.VectorRow) error { return nil }
-func (d dummyStore) SearchClosest(q []float32, limit int) ([]models.VectorRow, error) {
-	return nil, nil
-}
-func (d dummyStore) ListFiles() ([]string, error)              { return nil, nil }
-func (d dummyStore) RemoveEmbByFileName(filename string) error { return nil }
-
-var _ storage.FullRepo = dummyStore{}
-
-// setupTestRAG creates an in‑memory SQLite database, creates the necessary tables,
-// inserts the provided chunks, and returns a RAG instance with a mock embedder.
-func setupTestRAG(t *testing.T, chunks []*models.VectorRow) (*RAG, error) {
-	t.Helper()
-	db, err := sqlx.Open("sqlite", ":memory:")
-	if err != nil {
-		return nil, fmt.Errorf("open in‑memory db: %w", err)
-	}
-	// Create the required tables (embeddings_768 and fts_embeddings).
-	// Use the same schema as production.
-	_, err = db.Exec(`
-		CREATE TABLE embeddings_768 (
-			id INTEGER PRIMARY KEY AUTOINCREMENT,
-			embeddings BLOB NOT NULL,
-			slug TEXT NOT NULL,
-			raw_text TEXT NOT NULL,
-			filename TEXT NOT NULL DEFAULT ''
-		);
-	`)
-	if err != nil {
-		return nil, fmt.Errorf("create embeddings table: %w", err)
-	}
-	_, err = db.Exec(`
-		CREATE VIRTUAL TABLE fts_embeddings USING fts5(
-			slug UNINDEXED,
-			raw_text,
-			filename UNINDEXED,
-			embedding_size UNINDEXED,
-			tokenize='porter unicode61'
-		);
-	`)
-	if err != nil {
-		return nil, fmt.Errorf("create FTS table: %w", err)
-	}
-	// Create a logger that discards output.
-	logger := slog.New(slog.NewTextHandler(nil, &slog.HandlerOptions{Level: slog.LevelError}))
-	store := dummyStore{db: db}
-	// Create config with embedding dimension 768.
-	cfg := &config.Config{
-		EmbedDims:       768,
-		RAGWordLimit:    250,
-		RAGOverlapWords: 25,
-		RAGBatchSize:    1,
-	}
-	// Create a RAG instance using New, which will create an embedder based on config.
-	// We'll override the embedder afterwards via reflection.
-	rag, err := New(logger, store, cfg)
-	if err != nil {
-		return nil, fmt.Errorf("create RAG: %w", err)
-	}
-	// Replace the embedder with our mock.
-	rag.SetEmbedderForTesting(&mockEmbedder{dim: cfg.EmbedDims})
-	// Insert the provided chunks using the storage directly.
-	if len(chunks) > 0 {
-		// Ensure each chunk has embeddings of correct dimension (zero vector).
-		for _, chunk := range chunks {
-			if len(chunk.Embeddings) != cfg.EmbedDims {
-				chunk.Embeddings = make([]float32, cfg.EmbedDims)
-			}
-		}
-		err = rag.storage.WriteVectors(chunks)
-		if err != nil {
-			return nil, fmt.Errorf("write test chunks: %w", err)
-		}
-	}
-	return rag, nil
-}
-
-// createTestChunks returns a slice of VectorRow representing the target chunk
-// (kjv_bible.epub_1786_0), several bald‑related noise chunks, and unrelated chunks.
-func createTestChunks() []*models.VectorRow {
-	// Target chunk: 2 Kings 2:23‑24 containing "bald head" and "two she bears".
-	targetRaw := `And he said, Ye shall not send. 
-
-
-2:17 And when they urged him till he was ashamed, he said, Send.  They sent
-therefore fifty men; and they sought three days, but found him not. 
-
-
-2:18 And when they came again to him, (for he tarried at Jericho,) he said unto
-them, Did I not say unto you, Go not?  2:19 And the men of the city said unto
-Elisha, Behold, I pray thee, the situation of this city is pleasant, as my lord
-seeth: but the water is naught, and the ground barren. 
-
-
-2:20 And he said, Bring me a new cruse, and put salt therein.  And they brought
-it to him. 
-
-
-2:21 And he went forth unto the spring of the waters, and cast the salt in
-there, and said, Thus saith the LORD, I have healed these waters; there shall
-not be from thence any more death or barren land. 
-
-
-2:22 So the waters were healed unto this day, according to the saying of Elisha
-which he spake. 
-
-
-2:23 And he went up from thence unto Bethel: and as he was going up by the way,
-there came forth little children out of the city, and mocked him, and said unto
-him, Go up, thou bald head; go up, thou bald head. 
-
-
-2:24 And he turned back, and looked on them, and cursed them in the name of the
-LORD.  And there came forth two she bears out of the wood, and tare forty and
-two children of them.`
-	// Noise chunk 1: Leviticus containing "bald locust"
-	noise1Raw := `11:12 Whatsoever hath no fins nor scales in the waters, that shall be an
-abomination unto you. 
-
-
-11:13 And these are they which ye shall have in abomination among the fowls;
-they shall not be eaten, they are an abomination: the eagle, and the ossifrage,
-and the ospray, 11:14 And the vulture, and the kite after his kind; 11:15 Every
-raven after his kind; 11:16 And the owl, and the night hawk, and the cuckow,
-and the hawk after his kind, 11:17 And the little owl, and the cormorant, and
-the great owl, 11:18 And the swan, and the pelican, and the gier eagle, 11:19
-And the stork, the heron after her kind, and the lapwing, and the bat. 
-
-
-11:20 All fowls that creep, going upon all four, shall be an abomination unto
-you. 
-
-
-11:21 Yet these may ye eat of every flying creeping thing that goeth upon all
-four, which have legs above their feet, to leap withal upon the earth; 11:22
-Even these of them ye may eat; the locust after his kind, and the bald locust
-after his kind, and the beetle after his kind, and the grasshopper after his
-kind. 
-
-
-11:23 But all other flying creeping things, which have four feet, shall be an
-abomination unto you. 
-
-
-11:24 And for these ye shall be unclean: whosoever toucheth the carcase of them
-shall be unclean until the even.`
-	// Noise chunk 2: Leviticus containing "bald"
-	noise2Raw := `11:13 And these are they which ye shall have in abomination among the fowls;
-they shall not be eaten, they are an abomination: the eagle, and the ossifrage,
-and the ospray, 11:14 And the vulture, and the kite after his kind; 11:15 Every
-raven after his kind; 11:16 And the owl, and the night hawk, and the cuckow,
-and the hawk after his kind, 11:17 And the little owl, and the cormorant, and
-the great owl, 11:18 And the swan, and the pelican, and the gier eagle, 11:19
-And the stork, the heron after her kind, and the lapwing, and the bat. 
-
-
-11:20 All fowls that creep, going upon all four, shall be an abomination unto
-you. 
-
-
-11:21 Yet these may ye eat of every flying creeping thing that goeth upon all
-four, which have legs above their feet, to leap withal upon the earth; 11:22
-Even these of them ye may eat; the locust after his kind, and the bald locust
-after his kind, and the beetle after his kind, and the grasshopper after his
-kind. 
-
-
-11:23 But all other flying creeping things, which have four feet, shall be an
-abomination unto you. 
-
-
-11:24 And for these ye shall be unclean: whosoever toucheth the carcase of them
-shall be unclean until the even.`
-	// Additional Leviticus noise chunks (simulating 28 bald-related chunks)
-	// Using variations of the same text with different slugs
-	leviticusSlugs := []string{
-		"kjv_bible.epub_564_0",
-		"kjv_bible.epub_565_0",
-		"kjv_bible.epub_579_0",
-		"kjv_bible.epub_580_0",
-		"kjv_bible.epub_581_0",
-		"kjv_bible.epub_582_0",
-		"kjv_bible.epub_583_0",
-		"kjv_bible.epub_584_0",
-		"kjv_bible.epub_585_0",
-		"kjv_bible.epub_586_0",
-		"kjv_bible.epub_587_0",
-		"kjv_bible.epub_588_0",
-		"kjv_bible.epub_589_0",
-		"kjv_bible.epub_590_0",
-	}
-	leviticusTexts := []string{
-		noise1Raw,
-		noise2Raw,
-		`13:40 And the man whose hair is fallen off his head, he is bald; yet is he
-clean. 
-
-
-13:41 And he that hath his hair fallen off from the part of his head toward his
-face, he is forehead bald; yet is he clean.`,
-		`13:42 And if there be in the bald head, or bald forehead, a white reddish sore;
-it is a leprosy sprung up in his bald head, or his bald forehead.`,
-		`13:43 Then the priest shall look upon it: and, behold, if the rising of the
-sore be white reddish in his bald head, or in his bald forehead, as the leprosy
-appearedh in the skin of the flesh;`,
-		`13:44 He is a leprous man, he is unclean: the priest shall pronounce him utterly
-unclean; his plague is in his head.`,
-		`13:45 And the leper in whom the plague is, his clothes shall be rent, and his
-head bare, and he shall put a covering upon his upper lip, and shall cry,
-Unclean, unclean.`,
-		`13:46 All the days wherein the plague shall be in him he shall be defiled; he
-is unclean: he shall dwell alone; without the camp shall his habitation be.`,
-		`13:47 The garment also that the plague of leprosy is in, whether it be a woollen
-garment, or a linen garment;`,
-		`13:48 Whether it be in the warp, or woof; of linen, or of woollen; whether in a
-skin, or in any thing made of skin;`,
-		`13:49 And if the plague be greenish or reddish in the garment, or in the skin,
-either in the warp, or in the woof, or in any thing of skin; it is a plague of
-leprosy, and shall be shewed unto the priest:`,
-		`13:50 And the priest shall look upon the plague, and shut up it that hath the
-plague seven days:`,
-		`13:51 And he shall look on the plague on the seventh day: if the plague be spread
-in the garment, either in the warp, or in the woof, or in a skin, or in any work
-that is made of skin; the plague is a fretting leprosy; it is unclean.`,
-		`13:52 He shall therefore burn that garment, whether warp or woof, in woollen or
-in linen, or any thing of skin, wherein the plague is: for it is a fretting
-leprosy; it shall be burnt in the fire.`,
-	}
-	// Unrelated chunk 1: ghost_7.txt_777_0
-	unrelated1Raw := `Doesn’t he have any pride as a hunter?!  
-
-I didn’t see what other choice I had.  I would just have to grovel and be ready to flee at any given moment.  
-The Hidden Curse clan house was in the central region of the imperial capital.  It was a high-class area with extraordinary property values that hosted the residences of people like Lord Gladis.  This district was near the Imperial Castle, though “near” was a 
-relative term as it was still a few kilometers away.  
-
-The clan house was made of brick and conformed to an older style of architecture.`
-	// Unrelated chunk 2: ghost_7.txt_778_0
-	unrelated2Raw := `I would just have to grovel and be ready to flee at any given moment.  
-The Hidden Curse clan house was in the central region of the imperial capital.  It was a high-class area with extraordinary property values that hosted the residences of people like Lord Gladis.  This district was near the Imperial Castle, though “near” was a 
-relative term as it was still a few kilometers away.  
-
-The clan house was made of brick and conformed to an older style of architecture.  Nearly everyone knew about this mansion and its clock tower.  It stood tall over the neighboring mansions and rumor had it that you could see the whole capital from the top.  It 
-spoke to this clan’s renown and history that they were able to get away with building something that dwarfed the mansions of the nobility.`
-
-	chunks := []*models.VectorRow{
-		{
-			Slug:       "kjv_bible.epub_1786_0",
-			RawText:    targetRaw,
-			FileName:   "kjv_bible.epub",
-			Embeddings: nil, // will be filled with zero vector later
-		},
-	}
-	// Add Leviticus noise chunks
-	for i, slug := range leviticusSlugs {
-		text := leviticusTexts[i%len(leviticusTexts)]
-		chunks = append(chunks, &models.VectorRow{
-			Slug:       slug,
-			RawText:    text,
-			FileName:   "kjv_bible.epub",
-			Embeddings: nil,
-		})
-	}
-	// Add unrelated chunks
-	chunks = append(chunks,
-		&models.VectorRow{
-			Slug:       "ghost_7.txt_777_0",
-			RawText:    unrelated1Raw,
-			FileName:   "ghost_7.txt",
-			Embeddings: nil,
-		},
-		&models.VectorRow{
-			Slug:       "ghost_7.txt_778_0",
-			RawText:    unrelated2Raw,
-			FileName:   "ghost_7.txt",
-			Embeddings: nil,
-		},
-	)
-	return chunks
-}
-func assertTargetInTopN(t *testing.T, results []models.VectorRow, topN int) bool {
-	t.Helper()
-	for i, row := range results {
-		if i >= topN {
-			break
-		}
-		if row.Slug == "kjv_bible.epub_1786_0" {
-			return true
-		}
-	}
-	return false
-}
-
-func TestBiblicalQuery(t *testing.T) {
-	chunks := createTestChunks()
-	rag, err := setupTestRAG(t, chunks)
-	if err != nil {
-		t.Fatalf("setup failed: %v", err)
-	}
-	query := "bald prophet and two she bears"
-	results, err := rag.Search(query, 10)
-	if err != nil {
-		t.Fatalf("search failed: %v", err)
-	}
-	// The target chunk should be in the top results.
-	if !assertTargetInTopN(t, results, 5) {
-		t.Errorf("target chunk not found in top 5 results for query %q", query)
-		t.Logf("results slugs: %v", func() []string {
-			slugs := make([]string, len(results))
-			for i, r := range results {
-				slugs[i] = r.Slug
-			}
-			return slugs
-		}())
-	}
-}
-
-func TestQueryVariations(t *testing.T) {
-	chunks := createTestChunks()
-	rag, err := setupTestRAG(t, chunks)
-	if err != nil {
-		t.Fatalf("setup failed: %v", err)
-	}
-	tests := []struct {
-		name  string
-		query string
-		topN  int
-	}{
-		{"she bears", "she bears", 5},
-		{"bald head", "bald head", 5},
-		{"two she bears out of the wood", "two she bears out of the wood", 5},
-		{"bald prophet", "bald prophet", 10},
-		{"go up thou bald head", "\"go up thou bald head\"", 5},
-		{"two she bears", "\"two she bears\"", 5},
-	}
-	for _, tt := range tests {
-		t.Run(tt.name, func(t *testing.T) {
-			results, err := rag.Search(tt.query, 10)
-			if err != nil {
-				t.Fatalf("search failed: %v", err)
-			}
-			if !assertTargetInTopN(t, results, tt.topN) {
-				t.Errorf("target chunk not found in top %d results for query %q", tt.topN, tt.query)
-				t.Logf("results slugs: %v", func() []string {
-					slugs := make([]string, len(results))
-					for i, r := range results {
-						slugs[i] = r.Slug
-					}
-					return slugs
-				}())
-			}
-		})
-	}
-}

rag/rag_real_test.go

@@ -1,131 +0,0 @@
-package rag
-
-import (
-	"gf-lt/config"
-	"gf-lt/storage"
-	"log/slog"
-	"os"
-	"path/filepath"
-	"testing"
-)
-
-func TestRealBiblicalQuery(t *testing.T) {
-	if testing.Short() {
-		t.Skip("skipping real embedder test in short mode")
-	}
-	// Check if the embedder model exists
-	modelPath := filepath.Join("..", "onnx", "embedgemma", "model_q4.onnx")
-	if _, err := os.Stat(modelPath); os.IsNotExist(err) {
-		t.Skipf("embedder model not found at %s; skipping real embedder test", modelPath)
-	}
-	tokenizerPath := filepath.Join("..", "onnx", "embedgemma", "tokenizer.json")
-	dbPath := filepath.Join("..", "gflt.db")
-	if _, err := os.Stat(dbPath); os.IsNotExist(err) {
-		t.Skipf("database not found at %s; skipping real embedder test", dbPath)
-	}
-	cfg := &config.Config{
-		EmbedModelPath:     modelPath,
-		EmbedTokenizerPath: tokenizerPath,
-		EmbedDims:          768,
-		RAGWordLimit:       250,
-		RAGOverlapWords:    25,
-		RAGBatchSize:       1,
-	}
-	logger := slog.New(slog.NewTextHandler(nil, &slog.HandlerOptions{Level: slog.LevelError}))
-	store := storage.NewProviderSQL(dbPath, logger)
-	if store == nil {
-		t.Fatal("failed to create storage provider")
-	}
-	rag, err := New(logger, store, cfg)
-	if err != nil {
-		t.Fatalf("failed to create RAG instance: %v", err)
-	}
-	t.Cleanup(func() { rag.Destroy() })
-
-	query := "bald prophet and two she bears"
-	results, err := rag.Search(query, 30)
-	if err != nil {
-		t.Fatalf("search failed: %v", err)
-	}
-	found := false
-	for i, row := range results {
-		if row.Slug == "kjv_bible.epub_1786_0" {
-			found = true
-			t.Logf("target chunk found at rank %d", i+1)
-			break
-		}
-	}
-	if !found {
-		t.Errorf("target chunk not found in search results for query %q", query)
-		t.Logf("results slugs:")
-		for i, r := range results {
-			t.Logf("%d: %s", i+1, r.Slug)
-		}
-	}
-}
-
-func TestRealQueryVariations(t *testing.T) {
-	if testing.Short() {
-		t.Skip("skipping real embedder test in short mode")
-	}
-	modelPath := filepath.Join("..", "onnx", "embedgemma", "model_q4.onnx")
-	if _, err := os.Stat(modelPath); os.IsNotExist(err) {
-		t.Skipf("embedder model not found at %s; skipping real embedder test", modelPath)
-	}
-	tokenizerPath := filepath.Join("..", "onnx", "embedgemma", "tokenizer.json")
-	dbPath := filepath.Join("..", "gflt.db")
-	if _, err := os.Stat(dbPath); os.IsNotExist(err) {
-		t.Skipf("database not found at %s; skipping real embedder test", dbPath)
-	}
-	cfg := &config.Config{
-		EmbedModelPath:     modelPath,
-		EmbedTokenizerPath: tokenizerPath,
-		EmbedDims:          768,
-		RAGWordLimit:       250,
-		RAGOverlapWords:    25,
-		RAGBatchSize:       1,
-	}
-	logger := slog.New(slog.NewTextHandler(nil, &slog.HandlerOptions{Level: slog.LevelError}))
-	store := storage.NewProviderSQL(dbPath, logger)
-	if store == nil {
-		t.Fatal("failed to create storage provider")
-	}
-	rag, err := New(logger, store, cfg)
-	if err != nil {
-		t.Fatalf("failed to create RAG instance: %v", err)
-	}
-	t.Cleanup(func() { rag.Destroy() })
-
-	tests := []struct {
-		name  string
-		query string
-	}{
-		{"she bears", "she bears"},
-		{"bald head", "bald head"},
-		{"two she bears out of the wood", "two she bears out of the wood"},
-		{"bald prophet", "bald prophet"},
-		{"go up thou bald head", "\"go up thou bald head\""},
-		{"two she bears", "\"two she bears\""},
-	}
-	for _, tt := range tests {
-		t.Run(tt.name, func(t *testing.T) {
-			results, err := rag.Search(tt.query, 10)
-			if err != nil {
-				t.Fatalf("search failed: %v", err)
-			}
-			found := false
-			for _, row := range results {
-				if row.Slug == "kjv_bible.epub_1786_0" {
-					found = true
-					break
-				}
-			}
-			if !found {
-				t.Errorf("target chunk not found for query %q", tt.query)
-				for i, r := range results {
-					t.Logf("%d: %s", i+1, r.Slug)
-				}
-			}
-		})
-	}
-}

rag/rag_test.go

@@ -1,155 +0,0 @@
-package rag
-
-import (
-	"testing"
-)
-
-func TestDetectPhrases(t *testing.T) {
-	tests := []struct {
-		query  string
-		expect []string
-	}{
-		{
-			query:  "bald prophet and two she bears",
-			expect: []string{"bald prophet", "two she", "two she bears", "she bears"},
-		},
-		{
-			query:  "she bears",
-			expect: []string{"she bears"},
-		},
-		{
-			query:  "the quick brown fox",
-			expect: []string{"quick brown", "quick brown fox", "brown fox"},
-		},
-		{
-			query:  "in the house", // stop words
-			expect: []string{},     // "in" and "the" are stop words
-		},
-		{
-			query:  "a", // short
-			expect: []string{},
-		},
-	}
-
-	for _, tt := range tests {
-		got := detectPhrases(tt.query)
-		if len(got) != len(tt.expect) {
-			t.Errorf("detectPhrases(%q) = %v, want %v", tt.query, got, tt.expect)
-			continue
-		}
-		for i := range got {
-			if got[i] != tt.expect[i] {
-				t.Errorf("detectPhrases(%q) = %v, want %v", tt.query, got, tt.expect)
-				break
-			}
-		}
-	}
-}
-
-func TestCountPhraseMatches(t *testing.T) {
-	tests := []struct {
-		text   string
-		query  string
-		expect int
-	}{
-		{
-			text:   "two she bears came out of the wood",
-			query:  "she bears",
-			expect: 1,
-		},
-		{
-			text:   "bald head and she bears",
-			query:  "bald prophet and two she bears",
-			expect: 1, // only "she bears" matches
-		},
-		{
-			text:   "no match here",
-			query:  "she bears",
-			expect: 0,
-		},
-		{
-			text:   "she bears and bald prophet",
-			query:  "bald prophet she bears",
-			expect: 2, // "she bears" and "bald prophet"
-		},
-	}
-
-	for _, tt := range tests {
-		got := countPhraseMatches(tt.text, tt.query)
-		if got != tt.expect {
-			t.Errorf("countPhraseMatches(%q, %q) = %d, want %d", tt.text, tt.query, got, tt.expect)
-		}
-	}
-}
-
-func TestAreSlugsAdjacent(t *testing.T) {
-	tests := []struct {
-		slug1  string
-		slug2  string
-		expect bool
-	}{
-		{
-			slug1:  "kjv_bible.epub_1786_0",
-			slug2:  "kjv_bible.epub_1787_0",
-			expect: true,
-		},
-		{
-			slug1:  "kjv_bible.epub_1787_0",
-			slug2:  "kjv_bible.epub_1786_0",
-			expect: true,
-		},
-		{
-			slug1:  "kjv_bible.epub_1786_0",
-			slug2:  "kjv_bible.epub_1788_0",
-			expect: false,
-		},
-		{
-			slug1:  "otherfile.txt_1_0",
-			slug2:  "kjv_bible.epub_1786_0",
-			expect: false,
-		},
-		{
-			slug1:  "file_1_0",
-			slug2:  "file_1_1",
-			expect: true,
-		},
-		{
-			slug1:  "file_1_0",
-			slug2:  "file_2_0", // different batch
-			expect: true,       // sequential batches with same chunk index are adjacent
-		},
-	}
-
-	for _, tt := range tests {
-		got := areSlugsAdjacent(tt.slug1, tt.slug2)
-		if got != tt.expect {
-			t.Errorf("areSlugsAdjacent(%q, %q) = %v, want %v", tt.slug1, tt.slug2, got, tt.expect)
-		}
-	}
-}
-
-func TestParseSlugIndices(t *testing.T) {
-	tests := []struct {
-		slug      string
-		wantBatch int
-		wantChunk int
-		wantOk    bool
-	}{
-		{"kjv_bible.epub_1786_0", 1786, 0, true},
-		{"file_1_5", 1, 5, true},
-		{"no_underscore", 0, 0, false},
-		{"file_abc_def", 0, 0, false},
-		{"file_123_456_extra", 456, 0, false}, // regex matches last two numbers
-	}
-
-	for _, tt := range tests {
-		batch, chunk, ok := parseSlugIndices(tt.slug)
-		if ok != tt.wantOk {
-			t.Errorf("parseSlugIndices(%q) ok = %v, want %v", tt.slug, ok, tt.wantOk)
-			continue
-		}
-		if ok && (batch != tt.wantBatch || chunk != tt.wantChunk) {
-			t.Errorf("parseSlugIndices(%q) = (%d, %d), want (%d, %d)", tt.slug, batch, chunk, tt.wantBatch, tt.wantChunk)
-		}
-	}
-}

rag/storage.go

@@ -340,9 +340,11 @@ func (vs *VectorStorage) scanRows(rows *sql.Rows) ([]models.VectorRow, error) {
 			continue
 		}
 		// Convert BM25 score to distance-like metric (lower is better)
-		// BM25 is negative, more negative is better. Keep as negative.
+		// BM25 is negative, more negative is better. We'll normalize to positive distance.
-		distance := float32(score) // Keep negative, more negative is better
+		distance := float32(-score) // Make positive (since score is negative)
-		// No clamping needed; negative distances are fine
+		if distance < 0 {
+			distance = 0
+		}
 		results = append(results, models.VectorRow{
 			Slug:     slug,
 			RawText:  rawText,

tables.go

@@ -243,9 +243,11 @@ func makeRAGTable(fileList []string, loadedFiles []string) *tview.Flex {
 	for _, f := range loadedFiles {
 		loadedSet[f] = true
 	}
+
 	// Build merged list: files from ragdir + orphaned files from DB
 	ragFiles := make([]ragFileInfo, 0, len(fileList)+len(loadedFiles))
 	seen := make(map[string]bool)
+
 	// Add files from ragdir
 	for _, f := range fileList {
 		ragFiles = append(ragFiles, ragFileInfo{
@@ -256,6 +258,7 @@ func makeRAGTable(fileList []string, loadedFiles []string) *tview.Flex {
 		})
 		seen[f] = true
 	}
+
 	// Add orphaned files (in DB but not in ragdir)
 	for _, f := range loadedFiles {
 		if !seen[f] {
@@ -272,7 +275,7 @@ func makeRAGTable(fileList []string, loadedFiles []string) *tview.Flex {
 	fileTable := tview.NewTable().
 		SetBorders(true)
 	longStatusView := tview.NewTextView()
-	longStatusView.SetText("press x to exit")
+	longStatusView.SetText("status text")
 	longStatusView.SetBorder(true).SetTitle("status")
 	longStatusView.SetChangedFunc(func() {
 		app.Draw()
@@ -373,6 +376,7 @@ func makeRAGTable(fileList []string, loadedFiles []string) *tview.Flex {
 	}
 	errCh := make(chan error, 1) // why?
 	go func() {
+		defer pages.RemovePage(RAGPage)
 		for {
 			select {
 			case err := <-errCh:
@@ -413,6 +417,7 @@ func makeRAGTable(fileList []string, loadedFiles []string) *tview.Flex {
 			}
 			return
 		}
+		// defer pages.RemovePage(RAGPage)
 		tc := fileTable.GetCell(row, column)
 		tc.SetTextColor(tcell.ColorRed)
 		fileTable.SetSelectable(false, false)
@@ -425,6 +430,7 @@ func makeRAGTable(fileList []string, loadedFiles []string) *tview.Flex {
 		f := ragFiles[row-1]
 		// Handle "-" case (orphaned file with no delete option)
 		if tc.Text == "-" {
+			pages.RemovePage(RAGPage)
 			return
 		}
 		switch tc.Text {
@@ -435,14 +441,14 @@ func makeRAGTable(fileList []string, loadedFiles []string) *tview.Flex {
 				if err := ragger.LoadRAG(fpath); err != nil {
 					logger.Error("failed to embed file", "chat", fpath, "error", err)
 					showToast("RAG", "failed to embed file; error: "+err.Error())
+					app.QueueUpdate(func() {
+						pages.RemovePage(RAGPage)
+					})
 					return
 				}
 				showToast("RAG", "file loaded successfully")
 				app.QueueUpdate(func() {
 					pages.RemovePage(RAGPage)
-					loadedFiles, _ := ragger.ListLoaded()
-					chatRAGTable := makeRAGTable(fileList, loadedFiles)
-					pages.AddPage(RAGPage, chatRAGTable, true, true)
 				})
 			}()
 			return
@@ -452,14 +458,14 @@ func makeRAGTable(fileList []string, loadedFiles []string) *tview.Flex {
 				if err := ragger.RemoveFile(f.name); err != nil {
 					logger.Error("failed to unload file from RAG", "filename", f.name, "error", err)
 					showToast("RAG", "failed to unload file; error: "+err.Error())
+					app.QueueUpdate(func() {
+						pages.RemovePage(RAGPage)
+					})
 					return
 				}
 				showToast("RAG", "file unloaded successfully")
 				app.QueueUpdate(func() {
 					pages.RemovePage(RAGPage)
-					loadedFiles, _ := ragger.ListLoaded()
-					chatRAGTable := makeRAGTable(fileList, loadedFiles)
-					pages.AddPage(RAGPage, chatRAGTable, true, true)
 				})
 			}()
 			return
@@ -470,21 +476,6 @@ func makeRAGTable(fileList []string, loadedFiles []string) *tview.Flex {
 				return
 			}
 			showToast("chat deleted", fpath+" was deleted")
-			go func() {
-				app.QueueUpdate(func() {
-					pages.RemovePage(RAGPage)
-					newFileList, _ := os.ReadDir(cfg.RAGDir)
-					loadedFiles, _ := ragger.ListLoaded()
-					var newFiles []string
-					for _, f := range newFileList {
-						if !f.IsDir() {
-							newFiles = append(newFiles, f.Name())
-						}
-					}
-					chatRAGTable := makeRAGTable(newFiles, loadedFiles)
-					pages.AddPage(RAGPage, chatRAGTable, true, true)
-				})
-			}()
 			return
 		default:
 			pages.RemovePage(RAGPage)

tools.go

@@ -207,7 +207,7 @@ var (
 	modelHasVision       bool
 )
 
-func initTools() {
+func init() {
 	sysMap[basicCard.ID] = basicCard
 	roleToID["assistant"] = basicCard.ID
 	sa, err := searcher.NewWebSurfer(searcher.SearcherTypeScraper, "")
@@ -360,13 +360,13 @@ func ragsearch(args map[string]string) []byte {
 	}
 	limitS, ok := args["limit"]
 	if !ok || limitS == "" {
-		limitS = "10"
+		limitS = "3"
 	}
 	limit, err := strconv.Atoi(limitS)
 	if err != nil || limit == 0 {
 		logger.Warn("ragsearch limit; passed bad value; setting to default (3)",
 			"limit_arg", limitS, "error", err)
-		limit = 10
+		limit = 3
 	}
 	ragInstance := rag.GetInstance()
 	if ragInstance == nil {
@@ -2273,3 +2273,56 @@ var baseTools = []models.Tool{
 		},
 	},
 }
+
+func init() {
+	if windowToolsAvailable {
+		baseTools = append(baseTools,
+			models.Tool{
+				Type: "function",
+				Function: models.ToolFunc{
+					Name:        "list_windows",
+					Description: "List all visible windows with their IDs and names. Returns a map of window ID to window name.",
+					Parameters: models.ToolFuncParams{
+						Type:       "object",
+						Required:   []string{},
+						Properties: map[string]models.ToolArgProps{},
+					},
+				},
+			},
+			models.Tool{
+				Type: "function",
+				Function: models.ToolFunc{
+					Name:        "capture_window",
+					Description: "Capture a screenshot of a specific window and save it to /tmp. Requires window parameter (window ID or name substring).",
+					Parameters: models.ToolFuncParams{
+						Type:     "object",
+						Required: []string{"window"},
+						Properties: map[string]models.ToolArgProps{
+							"window": models.ToolArgProps{
+								Type:        "string",
+								Description: "window ID or window name (partial match)",
+							},
+						},
+					},
+				},
+			},
+			models.Tool{
+				Type: "function",
+				Function: models.ToolFunc{
+					Name:        "capture_window_and_view",
+					Description: "Capture a screenshot of a specific window, save it to /tmp, and return the image for viewing. Requires window parameter (window ID or name substring).",
+					Parameters: models.ToolFuncParams{
+						Type:     "object",
+						Required: []string{"window"},
+						Properties: map[string]models.ToolArgProps{
+							"window": models.ToolArgProps{
+								Type:        "string",
+								Description: "window ID or window name (partial match)",
+							},
+						},
+					},
+				},
+			},
+		)
+	}
+}

tui.go

@@ -42,6 +42,7 @@ var (
 	confirmPageName    = "confirm"
 	fullscreenMode     bool
 	positionVisible    bool = true
+	scrollToEndEnabled bool = true
 	// pages
 	historyPage    = "historyPage"
 	agentPage      = "agentPage"
@@ -50,6 +51,7 @@ var (
 	helpPage       = "helpPage"
 	renamePage     = "renamePage"
 	RAGPage        = "RAGPage"
+	RAGLoadedPage  = "RAGLoadedPage"
 	propsPage      = "propsPage"
 	codeBlockPage  = "codeBlockPage"
 	imgPage        = "imgPage"
@@ -222,7 +224,7 @@ func showToast(title, message string) {
 	})
 }
 
-func initTUI() {
+func init() {
 	// Start background goroutine to update model color cache
 	startModelColorUpdater()
 	tview.Styles = colorschemes["default"]
@@ -632,7 +634,7 @@ func initTUI() {
 	updateStatusLine()
 	textView.SetText(chatToText(chatBody.Messages, cfg.ShowSys))
 	colorText()
-	if cfg.AutoScrollEnabled {
+	if scrollToEndEnabled {
 		textView.ScrollToEnd()
 	}
 	// init sysmap
@@ -661,9 +663,9 @@ func initTUI() {
 		}
 		if event.Key() == tcell.KeyRune && event.Rune() == '2' && event.Modifiers()&tcell.ModAlt != 0 {
 			// toggle auto-scrolling
-			cfg.AutoScrollEnabled = !cfg.AutoScrollEnabled
+			scrollToEndEnabled = !scrollToEndEnabled
 			status := "disabled"
-			if cfg.AutoScrollEnabled {
+			if scrollToEndEnabled {
 				status = "enabled"
 			}
 			showToast("autoscroll", "Auto-scrolling "+status)
@@ -730,7 +732,7 @@ func initTUI() {
 			updateStatusLine()
 			return nil
 		}
-		if event.Key() == tcell.KeyF2 && !botRespMode.Load() {
+		if event.Key() == tcell.KeyF2 && !botRespMode {
 			// regen last msg
 			if len(chatBody.Messages) == 0 {
 				showToast("info", "no messages to regenerate")
@@ -747,7 +749,7 @@ func initTUI() {
 			chatRoundChan <- &models.ChatRoundReq{Role: cfg.UserRole, Regen: true}
 			return nil
 		}
-		if event.Key() == tcell.KeyF3 && !botRespMode.Load() {
+		if event.Key() == tcell.KeyF3 && !botRespMode {
 			// delete last msg
 			// check textarea text; if it ends with bot icon delete only icon:
 			text := textView.GetText(true)
@@ -803,9 +805,9 @@ func initTUI() {
 			return nil
 		}
 		if event.Key() == tcell.KeyF6 {
-			interruptResp.Store(true)
+			interruptResp = true
-			botRespMode.Store(false)
+			botRespMode = false
-			toolRunningMode.Store(false)
+			toolRunningMode = false
 			return nil
 		}
 		if event.Key() == tcell.KeyF7 {
@@ -1100,7 +1102,7 @@ func initTUI() {
 			return nil
 		}
 		// cannot send msg in editMode or botRespMode
-		if event.Key() == tcell.KeyEscape && !editMode && !botRespMode.Load() {
+		if event.Key() == tcell.KeyEscape && !editMode && !botRespMode {
 			if shellMode {
 				cmdText := shellInput.GetText()
 				if cmdText != "" {
@@ -1137,7 +1139,7 @@ func initTUI() {
 				fmt.Fprintf(textView, "%s[-:-:b](%d) <%s>: [-:-:-]\n%s\n",
 					nl, len(chatBody.Messages), persona, msgText)
 				textArea.SetText("", true)
-				if cfg.AutoScrollEnabled {
+				if scrollToEndEnabled {
 					textView.ScrollToEnd()
 				}
 				colorText()
@@ -1166,10 +1168,9 @@ func initTUI() {
 			app.SetFocus(focusSwitcher[currentF])
 			return nil
 		}
-		if isASCII(string(event.Rune())) && !botRespMode.Load() {
+		if isASCII(string(event.Rune())) && !botRespMode {
 			return event
 		}
 		return event
 	})
-	go updateModelLists()
 }