Fix streaming, add thread safety, settings UI, and request indicator

Fixes:
- Streaming was bypassed for all requests (system prompt auto-inject made
  messages.size always > 1). Stream=true now routes directly to generateStreaming
  before multi-turn check
- LiteRTModel: add Mutex to serialize Engine calls (not thread-safe)

New features:
- Settings card: temperature slider, max tokens, agent system prompt toggle
  (all saved to SharedPreferences, applied on server start)
- Active request indicator: " Processing request…" shown in status card
  while inference is running
- onActiveRequest callback from AIApiServer → ApiServerService → MainActivity

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
alexpolo1
2026-02-28 23:17:41 +01:00
parent 6cd531cd58
commit bdff8f36b7
6 changed files with 256 additions and 60 deletions

View File

@@ -7,6 +7,8 @@ import com.google.ai.edge.litertlm.Engine
import com.google.ai.edge.litertlm.EngineConfig
import kotlinx.coroutines.Dispatchers
import kotlinx.coroutines.flow.catch
import kotlinx.coroutines.sync.Mutex
import kotlinx.coroutines.sync.withLock
import kotlinx.coroutines.withContext
import java.io.File
@@ -29,42 +31,49 @@ class LiteRTModel private constructor(
override var isReady: Boolean = true
private set
// LiteRT Engine is not thread-safe — serialize all inference calls
private val mutex = Mutex()
override suspend fun generate(
prompt: String,
maxTokens: Int,
temperature: Float
): String = withContext(Dispatchers.Default) {
val conversation = engine.createConversation()
try {
conversation.sendMessage(prompt).toString()
} catch (e: Exception) {
Log.e(TAG, "LiteRT inference error", e)
throw OnDeviceModel.InferenceException("Generation failed: ${e.message}", e)
} finally {
conversation.close()
): String = mutex.withLock {
withContext(Dispatchers.Default) {
val conversation = engine.createConversation()
try {
conversation.sendMessage(prompt).toString()
} catch (e: Exception) {
Log.e(TAG, "LiteRT inference error", e)
throw OnDeviceModel.InferenceException("Generation failed: ${e.message}", e)
} finally {
conversation.close()
}
}
}
override suspend fun generateStreaming(
prompt: String,
onToken: (String) -> Unit
): String = withContext(Dispatchers.Default) {
val conversation = engine.createConversation()
val sb = StringBuilder()
try {
conversation.sendMessageAsync(prompt)
.catch { e ->
throw OnDeviceModel.InferenceException("Streaming failed: ${e.message}", e)
}
.collect { message ->
val token = message.toString()
sb.append(token)
onToken(token)
}
} finally {
conversation.close()
): String = mutex.withLock {
withContext(Dispatchers.Default) {
val conversation = engine.createConversation()
val sb = StringBuilder()
try {
conversation.sendMessageAsync(prompt)
.catch { e ->
throw OnDeviceModel.InferenceException("Streaming failed: ${e.message}", e)
}
.collect { message ->
val token = message.toString()
sb.append(token)
onToken(token)
}
} finally {
conversation.close()
}
sb.toString()
}
sb.toString()
}
override fun close() {

View File

@@ -27,9 +27,16 @@ import java.util.concurrent.atomic.AtomicLong
* -H "Content-Type: application/json" \
* -d '{"messages":[{"role":"user","content":"Hello!"}]}'
*/
data class ServerConfig(
val defaultTemperature: Float = 0.7f,
val defaultMaxTokens: Int = 1024,
val autoSystemPrompt: Boolean = true
)
class AIApiServer(
port: Int,
private val model: OnDeviceModel
private val model: OnDeviceModel,
private val config: ServerConfig = ServerConfig()
) : NanoHTTPD(port) {
private val gson = Gson()
@@ -37,6 +44,7 @@ class AIApiServer(
val requestCount = AtomicLong(0)
var onRequestLogged: ((String) -> Unit)? = null
var onActiveRequest: ((Boolean) -> Unit)? = null
override fun serve(session: IHTTPSession): Response {
val method = session.method
@@ -113,31 +121,48 @@ class AIApiServer(
return errorResponse(400, "messages array is required and must not be empty")
}
// Auto-inject agent system prompt if the conversation has no system message.
// Auto-inject default tools if the request provides none.
// This makes the server zero-config as a coding agent for any OpenAI-compatible client.
val messages = if (raw.messages.none { it.role == "system" }) {
// Auto-inject agent system prompt if enabled and no system message present
val messages = if (config.autoSystemPrompt && raw.messages.none { it.role == "system" }) {
listOf(Message(role = "system", content = AgentConfig.SYSTEM_PROMPT)) + raw.messages
} else {
raw.messages
}
val request = raw.copy(
messages = messages,
tools = raw.tools.takeUnless { it.isNullOrEmpty() } ?: AgentConfig.DEFAULT_TOOLS
tools = raw.tools.takeUnless { it.isNullOrEmpty() }
?: if (config.autoSystemPrompt) AgentConfig.DEFAULT_TOOLS else null,
temperature = if (raw.temperature == 0.7f) config.defaultTemperature else raw.temperature,
max_tokens = if (raw.max_tokens == 8192) config.defaultMaxTokens else raw.max_tokens
)
val id = "chatcmpl-${UUID.randomUUID().toString().take(8)}"
val hasTools = !request.tools.isNullOrEmpty()
log("Chat: ${request.messages.size} messages, tools=${request.tools?.size ?: 0}, stream=${request.stream}")
log("Chat: ${request.messages.size} messages, tools=${request.tools?.size ?: 0}, stream=${request.stream}, temp=${request.temperature}")
// ── Streaming — always uses flat prompt + generateStreaming ────────────
if (request.stream) {
val prompt = buildFlatPrompt(request.messages)
onActiveRequest?.invoke(true)
return try {
handleStreamingResponse(id, prompt, request)
} finally {
onActiveRequest?.invoke(false)
}
}
// ── Tool calling / multi-turn chat ─────────────────────────────────────
if (hasTools || request.messages.size > 1 || request.messages.any { it.role == "system" }) {
val convMessages = request.messages.map { it.toConvMessage() }
val toolDefs = request.tools?.map { it.toToolDef() } ?: emptyList()
val result = runBlocking {
model.chat(convMessages, toolDefs, request.max_tokens, request.temperature)
onActiveRequest?.invoke(true)
val result = try {
runBlocking {
model.chat(convMessages, toolDefs, request.max_tokens, request.temperature)
}
} finally {
onActiveRequest?.invoke(false)
}
if (result.toolCalls != null) {

View File

@@ -34,6 +34,7 @@ class ApiServerService : Service() {
var onStatusChanged: ((ServerState) -> Unit)? = null
var onLog: ((String) -> Unit)? = null
var onActiveRequest: ((Boolean) -> Unit)? = null
val isRunning: Boolean get() = server != null
val requestCount: Long get() = server?.requestCount?.get() ?: 0
@@ -70,8 +71,15 @@ class ApiServerService : Service() {
// Start the HTTP server
notifyLog("Starting API server on port $port...")
val apiServer = AIApiServer(port, model!!)
val prefs = getSharedPreferences("pixel10_prefs", MODE_PRIVATE)
val serverConfig = ServerConfig(
defaultTemperature = prefs.getFloat("temperature", 0.7f),
defaultMaxTokens = prefs.getInt("max_tokens", 1024),
autoSystemPrompt = prefs.getBoolean("auto_system_prompt", true)
)
val apiServer = AIApiServer(port, model!!, serverConfig)
apiServer.onRequestLogged = { msg -> notifyLog(msg) }
apiServer.onActiveRequest = { active -> onActiveRequest?.invoke(active) }
apiServer.start()
server = apiServer

View File

@@ -13,6 +13,7 @@ import android.os.Build
import android.os.Bundle
import android.os.IBinder
import android.view.View
import android.widget.SeekBar
import androidx.activity.result.contract.ActivityResultContracts
import androidx.appcompat.app.AppCompatActivity
import androidx.core.content.ContextCompat
@@ -53,6 +54,16 @@ class MainActivity : AppCompatActivity() {
service?.onLog = { message ->
runOnUiThread { appendLog(message) }
}
service?.onActiveRequest = { active ->
runOnUiThread {
if (active) {
binding.tvActiveRequest.text = "⚡ Processing request…"
binding.tvActiveRequest.visibility = View.VISIBLE
} else {
binding.tvActiveRequest.visibility = View.GONE
}
}
}
if (service?.isRunning == true) {
updateStatus(ApiServerService.ServerState.RUNNING)
@@ -73,8 +84,21 @@ class MainActivity : AppCompatActivity() {
prefs = getSharedPreferences("pixel10_prefs", MODE_PRIVATE)
requestNotificationPermission()
// Restore saved HF token
// Restore saved settings
binding.etHfToken.setText(prefs.getString("hf_token", ""))
val savedTemp = (prefs.getFloat("temperature", 0.7f) * 100).toInt()
binding.seekTemperature.progress = savedTemp
binding.tvTemperatureValue.text = "%.1f".format(savedTemp / 100f)
binding.etMaxTokens.setText(prefs.getInt("max_tokens", 1024).toString())
binding.switchSystemPrompt.isChecked = prefs.getBoolean("auto_system_prompt", true)
binding.seekTemperature.setOnSeekBarChangeListener(object : SeekBar.OnSeekBarChangeListener {
override fun onProgressChanged(seekBar: SeekBar, progress: Int, fromUser: Boolean) {
binding.tvTemperatureValue.text = "%.1f".format(progress / 100f)
}
override fun onStartTrackingTouch(seekBar: SeekBar) {}
override fun onStopTrackingTouch(seekBar: SeekBar) {}
})
binding.btnToggle.setOnClickListener {
if (service?.isRunning == true) stopServer() else startServer()
@@ -201,7 +225,16 @@ class MainActivity : AppCompatActivity() {
}
}
private fun saveSettings() {
prefs.edit()
.putFloat("temperature", binding.seekTemperature.progress / 100f)
.putInt("max_tokens", binding.etMaxTokens.text.toString().toIntOrNull() ?: 1024)
.putBoolean("auto_system_prompt", binding.switchSystemPrompt.isChecked)
.apply()
}
private fun startServer() {
saveSettings()
val port = binding.etPort.text.toString().toIntOrNull() ?: 8080
val intent = Intent(this, ApiServerService::class.java).apply {
action = ApiServerService.ACTION_START
@@ -227,6 +260,9 @@ class MainActivity : AppCompatActivity() {
val canEdit = state == ApiServerService.ServerState.STOPPED ||
state == ApiServerService.ServerState.ERROR
binding.etPort.isEnabled = canEdit
binding.seekTemperature.isEnabled = canEdit
binding.etMaxTokens.isEnabled = canEdit
binding.switchSystemPrompt.isEnabled = canEdit
when (state) {
ApiServerService.ServerState.STOPPED -> {

View File

@@ -102,6 +102,16 @@
android:textColor="@color/log_text"
android:textSize="13sp"
android:layout_marginTop="2dp" />
<TextView
android:id="@+id/tvActiveRequest"
android:layout_width="wrap_content"
android:layout_height="wrap_content"
android:textColor="@color/primary"
android:textSize="13sp"
android:textStyle="bold"
android:layout_marginTop="2dp"
android:visibility="gone" />
</LinearLayout>
</com.google.android.material.card.MaterialCardView>
@@ -176,38 +186,143 @@
</LinearLayout>
</com.google.android.material.card.MaterialCardView>
<!-- Port Config -->
<LinearLayout
<!-- Settings Card -->
<com.google.android.material.card.MaterialCardView
android:id="@+id/layoutPort"
android:layout_width="0dp"
android:layout_height="wrap_content"
android:orientation="horizontal"
android:gravity="center_vertical"
android:layout_marginTop="16dp"
android:layout_marginTop="12dp"
app:cardBackgroundColor="@color/surface_variant"
app:cardCornerRadius="16dp"
app:cardElevation="0dp"
app:strokeWidth="0dp"
app:layout_constraintTop_toBottomOf="@id/cardModel"
app:layout_constraintStart_toStartOf="parent"
app:layout_constraintEnd_toEndOf="parent">
<TextView
android:layout_width="wrap_content"
<LinearLayout
android:layout_width="match_parent"
android:layout_height="wrap_content"
android:text="@string/port_label"
android:textColor="@color/on_surface"
android:textSize="16sp" />
android:orientation="vertical"
android:padding="16dp">
<com.google.android.material.textfield.TextInputEditText
android:id="@+id/etPort"
android:layout_width="100dp"
android:layout_height="48dp"
android:layout_marginStart="12dp"
android:text="@string/port_default"
android:inputType="number"
android:textColor="@color/on_surface"
android:backgroundTint="@color/primary"
android:fontFamily="monospace"
android:textSize="16sp"
android:gravity="center" />
</LinearLayout>
<!-- Port row -->
<LinearLayout
android:layout_width="match_parent"
android:layout_height="wrap_content"
android:orientation="horizontal"
android:gravity="center_vertical">
<TextView
android:layout_width="0dp"
android:layout_height="wrap_content"
android:layout_weight="1"
android:text="@string/port_label"
android:textColor="@color/on_surface"
android:textSize="14sp" />
<com.google.android.material.textfield.TextInputEditText
android:id="@+id/etPort"
android:layout_width="80dp"
android:layout_height="40dp"
android:text="@string/port_default"
android:inputType="number"
android:textColor="@color/on_surface"
android:backgroundTint="@color/primary"
android:fontFamily="monospace"
android:textSize="14sp"
android:gravity="center" />
</LinearLayout>
<!-- Temperature row -->
<LinearLayout
android:layout_width="match_parent"
android:layout_height="wrap_content"
android:orientation="horizontal"
android:gravity="center_vertical"
android:layout_marginTop="12dp">
<TextView
android:layout_width="0dp"
android:layout_height="wrap_content"
android:layout_weight="1"
android:text="@string/setting_temperature"
android:textColor="@color/on_surface"
android:textSize="14sp" />
<TextView
android:id="@+id/tvTemperatureValue"
android:layout_width="36dp"
android:layout_height="wrap_content"
android:text="0.7"
android:textColor="@color/log_text"
android:textSize="13sp"
android:fontFamily="monospace"
android:gravity="end" />
<SeekBar
android:id="@+id/seekTemperature"
android:layout_width="120dp"
android:layout_height="wrap_content"
android:layout_marginStart="8dp"
android:max="100"
android:progress="70" />
</LinearLayout>
<!-- Max tokens row -->
<LinearLayout
android:layout_width="match_parent"
android:layout_height="wrap_content"
android:orientation="horizontal"
android:gravity="center_vertical"
android:layout_marginTop="8dp">
<TextView
android:layout_width="0dp"
android:layout_height="wrap_content"
android:layout_weight="1"
android:text="@string/setting_max_tokens"
android:textColor="@color/on_surface"
android:textSize="14sp" />
<com.google.android.material.textfield.TextInputEditText
android:id="@+id/etMaxTokens"
android:layout_width="80dp"
android:layout_height="40dp"
android:text="1024"
android:inputType="number"
android:textColor="@color/on_surface"
android:backgroundTint="@color/primary"
android:fontFamily="monospace"
android:textSize="14sp"
android:gravity="center" />
</LinearLayout>
<!-- System prompt toggle -->
<LinearLayout
android:layout_width="match_parent"
android:layout_height="wrap_content"
android:orientation="horizontal"
android:gravity="center_vertical"
android:layout_marginTop="8dp">
<TextView
android:layout_width="0dp"
android:layout_height="wrap_content"
android:layout_weight="1"
android:text="@string/setting_auto_system_prompt"
android:textColor="@color/on_surface"
android:textSize="14sp" />
<com.google.android.material.switchmaterial.SwitchMaterial
android:id="@+id/switchSystemPrompt"
android:layout_width="wrap_content"
android:layout_height="wrap_content"
android:checked="true" />
</LinearLayout>
</LinearLayout>
</com.google.android.material.card.MaterialCardView>
<!-- Start/Stop Button -->
<com.google.android.material.button.MaterialButton

View File

@@ -25,7 +25,10 @@
<string name="model_not_downloaded">No local model. Enter HuggingFace token and download.</string>
<string name="btn_start">Start Server</string>
<string name="btn_stop">Stop Server</string>
<string name="port_label">Port:</string>
<string name="port_label">Port</string>
<string name="setting_temperature">Temperature</string>
<string name="setting_max_tokens">Max tokens</string>
<string name="setting_auto_system_prompt">Agent system prompt</string>
<string name="port_default">8080</string>
<string name="requests_served">Requests served: %d</string>
<string name="request_log_label">Request Log</string>