diff --git a/xai-realtime-native/.env.example b/xai-realtime-native/.env.example new file mode 100644 index 0000000..8f8a84f --- /dev/null +++ b/xai-realtime-native/.env.example @@ -0,0 +1,31 @@ +# xAI API +XAI_API_KEY= + +# xAI Realtime Configuration +XAI_REALTIME_MODEL= +XAI_VOICE=Sal + +# Plivo Credentials +PLIVO_AUTH_ID= +PLIVO_AUTH_TOKEN= + +# Plivo Phone Number (for auto-configuration) +# The server will automatically configure this number's webhooks on startup +# Supports any format: +1-234-567-8901, (234) 567-8901, 919880465079, etc. +PLIVO_PHONE_NUMBER= + +# Default country code for phone numbers without country prefix (ISO 3166-1 alpha-2) +DEFAULT_COUNTRY_CODE=US + +# Public URL for webhooks (ngrok URL or production domain) +# Required for auto-configuration. Example: https://abc123.ngrok.io +PUBLIC_URL= + +# Server port +SERVER_PORT=8000 + +# Turn detection is handled by the realtime API's server-side VAD, so there is no +# client-side VAD to tune here. + +# System prompt (leave empty to use default TechFlow customer service agent) +# SYSTEM_PROMPT=Your custom prompt here diff --git a/xai-realtime-native/.gitignore b/xai-realtime-native/.gitignore new file mode 100644 index 0000000..5ec7daf --- /dev/null +++ b/xai-realtime-native/.gitignore @@ -0,0 +1,60 @@ +# Environment +.env +.env.local +.env.*.local + +# Python +__pycache__/ +*.py[cod] +*$py.class +*.so +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +*.egg-info/ +.installed.cfg +*.egg + +# Virtual environments +.venv/ +venv/ +ENV/ + +# IDE +.idea/ +.vscode/ +*.swp +*.swo +*~ + +# Testing +.pytest_cache/ +.coverage +htmlcov/ + +# Type checking +.mypy_cache/ + +# Ruff +.ruff_cache/ + +# ONNX models +*.onnx + +# Logs +*.log +logs/ + +# OS +.DS_Store +Thumbs.db diff --git a/xai-realtime-native/.pre-commit-config.yaml b/xai-realtime-native/.pre-commit-config.yaml new file mode 100644 index 0000000..197a784 --- /dev/null +++ b/xai-realtime-native/.pre-commit-config.yaml @@ -0,0 +1,9 @@ +repos: + - repo: https://github.com/astral-sh/ruff-pre-commit + rev: v0.9.7 + hooks: + - id: ruff + args: [--fix] + types_or: [python, pyi] + - id: ruff-format + types_or: [python, pyi] diff --git a/xai-realtime-native/Dockerfile b/xai-realtime-native/Dockerfile new file mode 100644 index 0000000..f5a8c6e --- /dev/null +++ b/xai-realtime-native/Dockerfile @@ -0,0 +1,31 @@ +ARG BASE_IMAGE=python:3.12-slim +FROM ${BASE_IMAGE} + +# Install uv +COPY --from=ghcr.io/astral-sh/uv:latest /uv /usr/local/bin/uv + +# Set working directory +WORKDIR /app + +# Enable bytecode compilation for faster startup +ENV UV_COMPILE_BYTECODE=1 + +# Copy from cache instead of linking (for mounted volumes) +ENV UV_LINK_MODE=copy + +# Install dependencies using lockfile +RUN --mount=type=cache,target=/root/.cache/uv \ + --mount=type=bind,source=uv.lock,target=uv.lock \ + --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ + uv sync --locked --no-install-project --no-dev --extra streaming + +# Copy application code +COPY utils.py utils.py +COPY inbound/ inbound/ +COPY outbound/ outbound/ + +# Expose port +EXPOSE 8000 + +# Run the inbound server by default (override with outbound.server for outbound) +CMD ["uv", "run", "python", "-m", "inbound.server"] diff --git a/xai-realtime-native/README.md b/xai-realtime-native/README.md new file mode 100644 index 0000000..37620d8 --- /dev/null +++ b/xai-realtime-native/README.md @@ -0,0 +1,214 @@ +# xAI Realtime + Plivo Voice Agent (Native) + +Native speech-to-speech voice agent using the xAI realtime API with Plivo telephony and server-side turn detection. + +## Features + +- **Speech-to-Speech**: Native audio using the xAI realtime API (no separate STT/TTS) +- **Server-Side VAD**: Turn detection handled by the realtime API +- **Barge-in Support**: Callers can interrupt the agent mid-response with immediate audio clearing +- **Multi-turn Conversations**: Maintains context across the call +- **Function Calling**: Order status, SMS, callbacks, transfers, and call control +- **Auto-Configuration**: Automatically configures Plivo webhooks on startup +- **No Orchestration**: Direct API integration without frameworks +- **Inbound and Outbound**: Supports both receiving and placing calls + +## Prerequisites + +- Python 3.10+ +- [uv](https://docs.astral.sh/uv/) package manager +- xAI API key with realtime API access +- Plivo account with voice-enabled phone numbers +- ngrok (for local development) + +## Quick Start + +### 1. Install dependencies + +```sh +cd xai-realtime-native +uv sync +``` + +### 2. Configure environment + +```sh +cp .env.example .env +``` + +Edit `.env` with your credentials: + +```sh +XAI_API_KEY=your_xai_api_key +PLIVO_AUTH_ID=your_plivo_auth_id +PLIVO_AUTH_TOKEN=your_plivo_auth_token +PLIVO_PHONE_NUMBER=+1234567890 +PUBLIC_URL=https://your-ngrok-url.ngrok-free.app +``` + +### 3. Start ngrok + +```sh +ngrok http 8000 +``` + +Copy the ngrok URL to `PUBLIC_URL` in your `.env` file. + +### 4. Run the server + +```sh +# Inbound (receives calls) +uv run python -m inbound.server + +# Outbound (places calls) +uv run python -m outbound.server +``` + +The inbound server will: +1. Start on port 8000 +2. Auto-configure Plivo webhooks for your phone number +3. Display `Ready! Call +1234567890 to test` + +### 5. Make a test call + +#### Inbound +Call your Plivo phone number and start talking to the agent. + +#### Outbound +With the outbound server running: + +```sh +curl -X POST "http://localhost:8000/outbound/call?phone_number=+1234567890" +``` + +## Project Structure + +```text +xai-realtime-native/ +├── utils.py # Phone normalization helpers +├── inbound/ +│ ├── agent.py # XAIRealtimeAgent + tools + run_agent for inbound calls +│ ├── server.py # Standalone inbound FastAPI app +│ └── system_prompt.md # Inbound call system prompt +├── outbound/ +│ ├── agent.py # XAIRealtimeAgent + tools + CallManager for outbound +│ ├── server.py # Standalone outbound FastAPI app +│ └── system_prompt.md # Outbound call system prompt +├── tests/ # Integration and live-call tests +├── pyproject.toml # Project dependencies +├── .env.example # Environment variable template +└── README.md # This file +``` + +## How It Works + +```text +┌─────────┐ ┌─────────────┐ ┌─────────────┐ +│ Phone │────▶│ Plivo │────▶│ Server │ +│ Call │◀────│ (PSTN) │◀────│ (FastAPI) │ +└─────────┘ └─────────────┘ └──────┬──────┘ + │ + WebSocket (μ-law 8kHz)│ + ▼ + ┌─────────────┐ + │ Agent │ + │ (Realtime │ + │ bridge) │ + │ │ + │ xAI │ + │ Realtime │ + └─────────────┘ +``` + +1. **Incoming or Outbound Call**: Plivo receives or places the call and hits your webhook +2. **WebSocket Setup**: Server returns XML to establish a bidirectional stream +3. **Audio Streaming**: Plivo streams μ-law 8kHz audio via WebSocket +4. **Realtime Session**: Server opens a separate WebSocket to the xAI realtime API +5. **Turn Detection**: xAI server-side VAD detects when the caller starts and stops speaking +6. **AI Processing**: xAI generates streaming audio responses +7. **Barge-in**: If the caller speaks during playback, the server clears Plivo audio immediately +8. **Response Streaming**: Agent forwards model audio back to Plivo as `playAudio` + +## Audio Formats + +| Stage | Format | Sample Rate | +|-------|--------|-------------| +| Plivo → Agent | μ-law | 8 kHz | +| Agent → xAI | `audio/pcmu` | 8 kHz | +| xAI → Agent | `audio/pcmu` | 8 kHz | +| Agent → Plivo | μ-law | 8 kHz | + +## Turn Detection + +This example uses **server-side turn detection** from the xAI realtime API. + +### What that means + +- the agent forwards telephony audio directly to xAI +- xAI decides when speech starts and stops +- xAI emits interruption signals like `input_audio_buffer.speech_started` +- the server reacts by sending `clearAudio` to Plivo for barge-in + +### Tradeoff + +- **Pros**: simpler architecture, fewer moving parts, no local VAD model +- **Cons**: less control over turn timing than a client-side VAD pipeline + +## Function Calling + +The agent includes these tool functions in each `agent.py`: + +| Function | Description | +|----------|-------------| +| `check_order_status` | Look up order by number or email | +| `send_sms` | Send text message to customer | +| `schedule_callback` | Schedule callback from specialist | +| `transfer_call` | Transfer to human agent | +| `end_call` | End the conversation gracefully | + +`send_sms` is wired to the Plivo SMS API, so you can use it directly to try the live SMS flow with your configured `PLIVO_PHONE_NUMBER`. + +To add a new tool, define the function and add its schema to `_build_tools()`. + +## Configuration + +| Variable | Description | Default | +|----------|-------------|---------| +| `XAI_API_KEY` | xAI API key | Required | +| `PLIVO_AUTH_ID` | Plivo Auth ID | Required | +| `PLIVO_AUTH_TOKEN` | Plivo Auth Token | Required | +| `PLIVO_PHONE_NUMBER` | Your Plivo phone number | Required | +| `PUBLIC_URL` | Public URL for webhooks (ngrok) | Required | +| `SERVER_PORT` | Server port | `8000` | +| `XAI_REALTIME_MODEL` | Optional realtime model override | unset | +| `XAI_VOICE` | Voice name | `Sal` | +| `DEFAULT_COUNTRY_CODE` | ISO 3166-1 alpha-2 code for phone parsing | `US` | +| `SYSTEM_PROMPT` | Override the default system prompt | TechFlow agent | + +`PLIVO_PHONE_NUMBER` is the live voice and SMS source number for this example. In our setup, use a US Plivo number as the outbound caller ID and SMS source. + +## Testing + +This xAI variant currently has one practical test path: local and API-level checks. The dedicated live-call test files are placeholders and should not be presented as a ready validation path yet. + +### Run unit and local integration tests + +```sh +uv sync --group dev +uv run --group dev python -m pytest tests/test_integration.py -v -k "unit or local" +``` + +### Live-call coverage status + +- `tests/test_e2e_live.py` is available for API-level validation. +- `tests/test_live_call.py` and `tests/test_outbound_call.py` are still scaffolds for future live-call automation. +- For now, validate inbound and outbound telephony manually by running the servers and placing real calls. + +## Troubleshooting + +- **No audio from agent**: Check `XAI_API_KEY`, `PLIVO_AUTH_ID`, and `PLIVO_AUTH_TOKEN`, and confirm the call answered path reached your server. +- **WebSocket bridge never starts**: Make sure `PUBLIC_URL` matches your active ngrok tunnel and that Plivo can reach `/answer` and `/ws`. +- **Call connects but there is silence**: Confirm the bridge is using `audio/x-mulaw;rate=8000` on the Plivo side and `audio/pcmu` on the xAI side. +- **Barge-in is not working**: Ensure the Plivo WebSocket continues delivering caller audio during playback so xAI can emit `input_audio_buffer.speech_started`. +- **Slow turn detection**: This example uses xAI server-side VAD, so interruption and end-of-turn timing depend on the realtime model rather than local VAD tuning. +- **Outbound call uses the wrong caller ID**: Set `PLIVO_PHONE_NUMBER` to the correct Plivo number before starting `outbound.server`. diff --git a/xai-realtime-native/inbound/__init__.py b/xai-realtime-native/inbound/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/xai-realtime-native/inbound/agent.py b/xai-realtime-native/inbound/agent.py new file mode 100644 index 0000000..ffc62d7 --- /dev/null +++ b/xai-realtime-native/inbound/agent.py @@ -0,0 +1,613 @@ +"""Inbound voice agent — XAIRealtimeAgent engine for incoming calls. + +Loads the inbound system prompt and provides run_agent() for handling +inbound call WebSocket sessions. +""" + +from __future__ import annotations + +import asyncio +import base64 +import contextlib +import json +import os +import random +from datetime import datetime, timedelta +from pathlib import Path +from typing import TYPE_CHECKING, Any + +import plivo +from dotenv import load_dotenv +from loguru import logger + +from utils import normalize_phone_number + +load_dotenv() + +# Agent configuration +XAI_API_KEY = os.getenv("XAI_API_KEY", "") +XAI_REALTIME_MODEL = os.getenv("XAI_REALTIME_MODEL", "") +XAI_VOICE = os.getenv("XAI_VOICE", "Sal") +XAI_REALTIME_URL = "wss://api.x.ai/v1/realtime" +PLIVO_AUTH_ID = os.getenv("PLIVO_AUTH_ID", "") +PLIVO_AUTH_TOKEN = os.getenv("PLIVO_AUTH_TOKEN", "") +PLIVO_PHONE_NUMBER = os.getenv("PLIVO_PHONE_NUMBER", "") + +if TYPE_CHECKING: + from fastapi import WebSocket + +# ============================================================================= +# System Prompt +# ============================================================================= + +SYSTEM_PROMPT = (Path(__file__).parent / "system_prompt.md").read_text().strip() +SYSTEM_PROMPT = os.getenv("SYSTEM_PROMPT", SYSTEM_PROMPT) + +# ============================================================================= +# Tool Functions +# ============================================================================= + + +def _get_plivo_client() -> plivo.RestClient: + if not PLIVO_AUTH_ID or not PLIVO_AUTH_TOKEN: + raise RuntimeError("PLIVO_AUTH_ID and PLIVO_AUTH_TOKEN must be configured") + return plivo.RestClient(auth_id=PLIVO_AUTH_ID, auth_token=PLIVO_AUTH_TOKEN) + + +def _get_sms_source_number() -> str: + source_number = normalize_phone_number(PLIVO_PHONE_NUMBER) + if not source_number: + raise RuntimeError("PLIVO_PHONE_NUMBER must be configured for SMS") + return source_number + + +async def check_order_status(order_number: str | None, email: str | None) -> dict[str, Any]: + """Look up order status. Replace with your actual implementation.""" + logger.info(f"Checking order: number={order_number}, email={email}") + + if not order_number and not email: + return {"status": "error", "message": "Need order number or email"} + + statuses = [ + { + "status": "shipped", + "order_number": order_number or f"TF-{random.randint(100000, 999999)}", + "shipping_carrier": "FedEx", + "tracking_number": f"FX{random.randint(1000000000, 9999999999)}", + "estimated_delivery": (datetime.now() + timedelta(days=2)).strftime("%B %d"), + "items": "TechFlow Pro Annual Subscription", + }, + { + "status": "processing", + "order_number": order_number or f"TF-{random.randint(100000, 999999)}", + "message": "Order is being prepared and will ship within 24 hours", + "items": "TechFlow Teams License (5 seats)", + }, + { + "status": "delivered", + "order_number": order_number or f"TF-{random.randint(100000, 999999)}", + "delivered_date": (datetime.now() - timedelta(days=1)).strftime("%B %d"), + "signed_by": "Front Desk", + "items": "TechFlow Enterprise Setup Kit", + }, + ] + return random.choice(statuses) + + +async def send_sms(phone_number: str, message: str) -> dict[str, Any]: + """Send a real SMS using the configured Plivo number.""" + # Example prompt: + # "Send an SMS to +919448678165 saying your order has been shipped." + # + # If you have fixed contacts, store their numbers in environment variables or + # config and reference those values from your agent instructions instead of + # repeating the raw numbers in every prompt. + logger.info(f"Sending SMS to {phone_number}: {message[:50]}...") + + if not phone_number: + return {"status": "error", "message": "Phone number required"} + if not message.strip(): + return {"status": "error", "message": "Message content required"} + + source_number = _get_sms_source_number() + destination_number = normalize_phone_number(phone_number) + if not destination_number: + return {"status": "error", "message": "Invalid destination phone number"} + + client = _get_plivo_client() + response = client.messages.create( + src=source_number, + dst=destination_number, + text=message, + ) + + if isinstance(response, dict): + message_uuid = response.get("message_uuid", []) + api_message = response.get("message", "message queued") + else: + message_uuid = getattr(response, "message_uuid", []) + api_message = getattr(response, "message", "message queued") + + return { + "status": "sent", + "phone_number": f"+{destination_number}", + "from_number": f"+{source_number}", + "message_preview": message[:50] + "..." if len(message) > 50 else message, + "message_uuid": message_uuid, + "provider": "plivo", + "provider_message": api_message, + } + + +async def schedule_callback( + phone_number: str, reason: str, preferred_time: str, department: str +) -> dict[str, Any]: + """Schedule a callback. Replace with your actual implementation.""" + logger.info(f"Scheduling callback: {phone_number}, {department}") + + if not phone_number: + return {"status": "error", "message": "Phone number required"} + + return { + "status": "scheduled", + "callback_id": f"CB{random.randint(100000, 999999)}", + "phone_number": phone_number, + "department": department, + "scheduled_time": preferred_time or "within 2 business hours", + "reason": reason, + } + + +async def transfer_call(department: str, reason: str) -> dict[str, Any]: + """Transfer call to human agent. Replace with your actual implementation.""" + logger.info(f"Transferring to {department}: {reason}") + + return { + "status": "transferring", + "department": department, + "reason": reason, + "estimated_wait": "less than 2 minutes", + } + + +# ============================================================================= +# xAI Realtime Agent +# ============================================================================= + + +class XAIRealtimeAgent: + """Manages a voice conversation session between Plivo and xAI realtime API.""" + + def __init__( + self, + websocket: WebSocket, + call_id: str, + from_number: str = "", + to_number: str = "", + system_prompt: str | None = None, + initial_message: str = "Hello, I'm calling for help.", + stream_id: str = "", + ): + self.websocket = websocket + self.call_id = call_id + self.from_number = from_number + self.to_number = to_number + self.system_prompt = system_prompt or SYSTEM_PROMPT + self.initial_message = initial_message + self.stream_id = stream_id + + self._running = False + self._send_queue: asyncio.Queue[bytes] = asyncio.Queue() + self._realtime_ws = None + + def _build_tools(self) -> list[dict[str, Any]]: + """Build tool definitions for realtime function calling.""" + return [ + { + "type": "function", + "name": "check_order_status", + "description": "Look up the status of a customer's order.", + "parameters": { + "type": "object", + "properties": { + "order_number": { + "type": "string", + "description": "Order number (usually starts with TF-)", + }, + "email": { + "type": "string", + "description": "Customer's email if order number unavailable", + }, + }, + }, + }, + { + "type": "function", + "name": "send_sms", + "description": "Send a text message to the customer's phone.", + "parameters": { + "type": "object", + "properties": { + "phone_number": {"type": "string", "description": "Phone number"}, + "message": {"type": "string", "description": "Message content"}, + }, + "required": ["phone_number", "message"], + }, + }, + { + "type": "function", + "name": "schedule_callback", + "description": "Schedule a callback from a specialist.", + "parameters": { + "type": "object", + "properties": { + "phone_number": {"type": "string", "description": "Phone number"}, + "reason": {"type": "string", "description": "Why callback is needed"}, + "preferred_time": {"type": "string", "description": "Preferred time"}, + "department": {"type": "string", "description": "Department"}, + }, + "required": ["phone_number", "reason", "department"], + }, + }, + { + "type": "function", + "name": "transfer_call", + "description": "Transfer call to human agent.", + "parameters": { + "type": "object", + "properties": { + "department": {"type": "string", "description": "Department"}, + "reason": {"type": "string", "description": "Transfer reason"}, + }, + "required": ["department", "reason"], + }, + }, + { + "type": "function", + "name": "end_call", + "description": "End the call gracefully.", + "parameters": { + "type": "object", + "properties": { + "reason": {"type": "string", "description": "Reason for ending"}, + "resolution": { + "type": "string", + "description": "How issue was resolved", + }, + }, + }, + }, + ] + + async def _handle_function_call(self, name: str, call_id: str, arguments: str) -> None: + """Execute a function call and send the result back to the realtime API.""" + try: + args = json.loads(arguments) if arguments else {} + except json.JSONDecodeError: + args = {} + + logger.info(f"Function call: {name} with args: {args}") + + try: + if name == "check_order_status": + result = await check_order_status( + order_number=args.get("order_number"), + email=args.get("email"), + ) + elif name == "send_sms": + result = await send_sms( + phone_number=args.get("phone_number", ""), + message=args.get("message", ""), + ) + elif name == "schedule_callback": + result = await schedule_callback( + phone_number=args.get("phone_number", ""), + reason=args.get("reason", ""), + preferred_time=args.get("preferred_time", ""), + department=args.get("department", "general"), + ) + elif name == "transfer_call": + result = await transfer_call( + department=args.get("department", "support"), + reason=args.get("reason", "Customer requested transfer"), + ) + elif name == "end_call": + logger.info(f"Ending call: {args.get('reason')}") + self._running = False + result = {"status": "call_ending", "reason": args.get("reason", "")} + else: + result = {"error": f"Unknown function: {name}"} + + except Exception as e: + logger.error(f"Error in function {name}: {e}") + result = {"error": str(e)} + + await self._realtime_send( + { + "type": "conversation.item.create", + "item": { + "type": "function_call_output", + "call_id": call_id, + "output": json.dumps(result), + }, + } + ) + await self._realtime_send( + { + "type": "response.create", + "response": {"modalities": ["text", "audio"]}, + } + ) + + async def _realtime_send(self, message: dict[str, Any]) -> None: + """Send a JSON message to the realtime WebSocket.""" + if self._realtime_ws: + await self._realtime_ws.send(json.dumps(message)) + + def _build_session_config(self) -> dict[str, Any]: + """Build realtime session configuration.""" + system_prompt = self.system_prompt + + if self.from_number: + call_time = datetime.now().strftime("%I:%M %p on %A, %B %d") + system_prompt += f""" + +## Current Call Context +- Caller's phone number: {self.from_number} +- Call ID: {self.call_id} +- Time: {call_time} + +You can use the caller's phone number for SMS or callbacks without asking.""" + + return { + "type": "session.update", + "session": { + "instructions": system_prompt, + "voice": XAI_VOICE, + "audio": { + "input": {"format": {"type": "audio/pcmu"}}, + "output": {"format": {"type": "audio/pcmu"}}, + }, + "turn_detection": {"type": "server_vad"}, + "tools": self._build_tools(), + }, + } + + async def run(self) -> None: + """Run the voice bot session.""" + import websockets + + logger.info(f"Starting xAI realtime session for call {self.call_id}") + self._running = True + + ws_url = XAI_REALTIME_URL if not XAI_REALTIME_MODEL else f"{XAI_REALTIME_URL}?model={XAI_REALTIME_MODEL}" + headers = { + "Authorization": f"Bearer {XAI_API_KEY}", + } + + try: + async with websockets.connect( + ws_url, + additional_headers=headers, + max_size=None, + ) as realtime_ws: + self._realtime_ws = realtime_ws + logger.info("Connected to xAI realtime API") + + await self._realtime_send(self._build_session_config()) + + while True: + msg = json.loads(await realtime_ws.recv()) + if msg.get("type") == "session.updated": + logger.info("Realtime session configured") + break + elif msg.get("type") == "error": + logger.error(f"Realtime session error: {msg}") + return + + await self._realtime_send( + { + "type": "conversation.item.create", + "item": { + "type": "message", + "role": "user", + "content": [{"type": "input_text", "text": self.initial_message}], + }, + } + ) + await self._realtime_send( + { + "type": "response.create", + "response": {"modalities": ["text", "audio"]}, + } + ) + + await self._run_streaming_tasks(realtime_ws) + + except Exception as e: + logger.error(f"Realtime session error: {e}") + finally: + self._running = False + self._realtime_ws = None + logger.info(f"Realtime session ended for call {self.call_id}") + + async def _run_streaming_tasks(self, realtime_ws) -> None: + """Run the concurrent streaming tasks.""" + tasks = [ + asyncio.create_task(self._receive_from_plivo(), name="plivo_rx"), + asyncio.create_task(self._receive_from_realtime(realtime_ws), name="realtime_rx"), + asyncio.create_task(self._send_to_plivo(), name="plivo_tx"), + ] + + try: + done, _pending = await asyncio.wait(tasks, return_when=asyncio.FIRST_COMPLETED) + for task in done: + if task.exception(): + logger.error(f"Task {task.get_name()} failed: {task.exception()}") + finally: + self._running = False + for task in tasks: + if not task.done(): + task.cancel() + with contextlib.suppress(asyncio.CancelledError): + await task + + async def _receive_from_plivo(self) -> None: + """Forward Plivo mu-law audio straight to xAI — no transcoding. + + The realtime API's server-side turn detection (server_vad) decides when the caller + has finished speaking and drives the response, so this just relays each + mu-law payload into the input audio buffer. + """ + try: + while self._running: + data = await self.websocket.receive_text() + message = json.loads(data) + event = message.get("event") + + if event == "media": + payload = message.get("media", {}).get("payload", "") + if payload: + await self._realtime_send( + { + "type": "input_audio_buffer.append", + "audio": payload, + } + ) + + elif event == "text": + text = message.get("text", "") + if text: + logger.info(f"Injecting text: {text[:50]}...") + await self._realtime_send( + { + "type": "conversation.item.create", + "item": { + "type": "message", + "role": "user", + "content": [{"type": "input_text", "text": text}], + }, + } + ) + await self._realtime_send( + { + "type": "response.create", + "response": {"modalities": ["text", "audio"]}, + } + ) + + elif event == "stop": + break + + except Exception as e: + if "1000" not in str(e): + logger.error(f"Plivo receiver error: {e}") + + async def _receive_from_realtime(self, realtime_ws) -> None: + """Receive events from xAI realtime and queue audio for Plivo.""" + try: + async for raw_message in realtime_ws: + if not self._running: + return + + message = json.loads(raw_message) + event_type = message.get("type", "") + + if event_type == "response.output_audio.delta": + audio_b64 = message.get("delta", "") + if audio_b64: + await self._send_queue.put(base64.b64decode(audio_b64)) + + elif event_type == "input_audio_buffer.speech_started": + logger.info("Barge-in: caller started speaking") + with contextlib.suppress(Exception): + await self.websocket.send_text( + json.dumps({"event": "clearAudio", "streamId": self.stream_id}) + ) + while not self._send_queue.empty(): + try: + self._send_queue.get_nowait() + except asyncio.QueueEmpty: + break + + elif event_type == "response.done": + logger.debug("Realtime response complete") + + elif event_type == "response.function_call_arguments.done": + await self._handle_function_call( + name=message.get("name", ""), + call_id=message.get("call_id", ""), + arguments=message.get("arguments", ""), + ) + + elif event_type == "response.output_audio_transcript.delta": + transcript = message.get("delta", "") + if transcript: + logger.debug(f"Agent: {transcript}") + + elif event_type == "error": + logger.error(f"Realtime error: {message.get('error', message)}") + + except asyncio.CancelledError: + pass + except Exception as e: + if "close" not in str(e).lower(): + logger.error(f"Realtime receiver error: {e}") + + async def _send_to_plivo(self) -> None: + """Send queued audio to Plivo WebSocket in 20ms chunks.""" + PLIVO_CHUNK_SIZE = 160 + audio_buffer = bytearray() + + try: + while self._running: + try: + audio = await asyncio.wait_for(self._send_queue.get(), timeout=0.1) + audio_buffer.extend(audio) + + while len(audio_buffer) >= PLIVO_CHUNK_SIZE: + chunk = bytes(audio_buffer[:PLIVO_CHUNK_SIZE]) + audio_buffer = audio_buffer[PLIVO_CHUNK_SIZE:] + + message = { + "event": "playAudio", + "media": { + "contentType": "audio/x-mulaw", + "sampleRate": 8000, + "payload": base64.b64encode(chunk).decode("utf-8"), + }, + } + await self.websocket.send_text(json.dumps(message)) + + except TimeoutError: + continue + + except asyncio.CancelledError: + pass + + +# ============================================================================= +# Public API +# ============================================================================= + + +async def run_agent( + websocket: WebSocket, + call_id: str, + from_number: str = "", + to_number: str = "", + system_prompt: str | None = None, + initial_message: str = "Hello, I'm calling for help.", + stream_id: str = "", +) -> None: + """Run a voice agent session for an incoming call.""" + agent = XAIRealtimeAgent( + websocket=websocket, + call_id=call_id, + from_number=from_number, + to_number=to_number, + system_prompt=system_prompt, + initial_message=initial_message, + stream_id=stream_id, + ) + await agent.run() diff --git a/xai-realtime-native/inbound/server.py b/xai-realtime-native/inbound/server.py new file mode 100644 index 0000000..ec56822 --- /dev/null +++ b/xai-realtime-native/inbound/server.py @@ -0,0 +1,288 @@ +"""Standalone FastAPI server for inbound calls.""" + +from __future__ import annotations + +import base64 +import contextlib +import json +import os + +import plivo +import uvicorn +from dotenv import load_dotenv +from fastapi import FastAPI, Query, Request, WebSocket, WebSocketDisconnect +from fastapi.responses import Response +from loguru import logger +from plivo import plivoxml + +from inbound.agent import run_agent +from utils import normalize_phone_number + +load_dotenv() + +# Server configuration +SERVER_PORT = int(os.getenv("SERVER_PORT", "8000")) +PLIVO_AUTH_ID = os.getenv("PLIVO_AUTH_ID", "") +PLIVO_AUTH_TOKEN = os.getenv("PLIVO_AUTH_TOKEN", "") +PLIVO_PHONE_NUMBER = os.getenv("PLIVO_PHONE_NUMBER", "") +PUBLIC_URL = os.getenv("PUBLIC_URL", "") + +app = FastAPI( + title="xAI Realtime-Plivo Voice Agent (Inbound)", + description="Inbound voice agent using the xAI realtime API with Plivo telephony", + version="0.1.0", +) + + +# ============================================================================= +# Plivo Webhook Configuration +# ============================================================================= + + +def configure_plivo_webhooks() -> bool: + """Configure Plivo phone number with webhook URLs.""" + if not all([PLIVO_AUTH_ID, PLIVO_AUTH_TOKEN, PLIVO_PHONE_NUMBER, PUBLIC_URL]): + missing = [] + if not PLIVO_AUTH_ID: + missing.append("PLIVO_AUTH_ID") + if not PLIVO_AUTH_TOKEN: + missing.append("PLIVO_AUTH_TOKEN") + if not PLIVO_PHONE_NUMBER: + missing.append("PLIVO_PHONE_NUMBER") + if not PUBLIC_URL: + missing.append("PUBLIC_URL") + logger.warning(f"Skipping Plivo auto-config. Missing: {', '.join(missing)}") + return False + + try: + client = plivo.RestClient(auth_id=PLIVO_AUTH_ID, auth_token=PLIVO_AUTH_TOKEN) + + app_name = "XAI_Realtime_Agent" + answer_url = f"{PUBLIC_URL}/answer" + hangup_url = f"{PUBLIC_URL}/hangup" + + # Check if application already exists + apps = client.applications.list() + existing_app = None + for app_obj in apps["objects"]: + if app_obj["app_name"] == app_name: + existing_app = app_obj + break + + if existing_app: + client.applications.update( + app_id=existing_app["app_id"], + answer_url=answer_url, + answer_method="POST", + hangup_url=hangup_url, + hangup_method="POST", + ) + app_id = existing_app["app_id"] + logger.info(f"Updated Plivo application: {app_name}") + else: + response = client.applications.create( + app_name=app_name, + answer_url=answer_url, + answer_method="POST", + hangup_url=hangup_url, + hangup_method="POST", + ) + app_id = response["app_id"] + logger.info(f"Created Plivo application: {app_name}") + + phone_number = normalize_phone_number(PLIVO_PHONE_NUMBER) + if not phone_number: + logger.error(f"Invalid phone number format: {PLIVO_PHONE_NUMBER}") + return False + + client.numbers.update(number=phone_number, app_id=app_id) + + logger.info(f"Plivo webhooks configured for +{phone_number}") + logger.info(f" Answer URL: {answer_url}") + logger.info(f" Hangup URL: {hangup_url}") + + return True + + except plivo.exceptions.ValidationError as e: + logger.error(f"Plivo validation error: {e}") + return False + except Exception as e: + logger.error(f"Failed to configure Plivo: {e}") + return False + + +# ============================================================================= +# Routes +# ============================================================================= + + +@app.get("/") +async def health_check() -> dict: + """Health check endpoint.""" + phone = normalize_phone_number(PLIVO_PHONE_NUMBER) + return { + "status": "ok", + "service": "xai-realtime-plivo-voice-agent-inbound", + "phone_number": f"+{phone}" if phone else "not configured", + } + + +@app.get("/answer") +@app.post("/answer") +async def answer_webhook( + request: Request, + CallUUID: str = Query(default=""), + From: str = Query(default=""), + To: str = Query(default=""), +) -> Response: + """Plivo answer webhook - returns XML to start WebSocket audio streaming.""" + call_uuid = CallUUID + from_number = From + to_number = To + + if request.method == "POST": + try: + form_data = await request.form() + call_uuid = call_uuid or str(form_data.get("CallUUID", "")) + from_number = from_number or str(form_data.get("From", "")) + to_number = to_number or str(form_data.get("To", "")) + except Exception: + pass + + logger.info(f"Incoming call: CallUUID={call_uuid}, From={from_number}, To={to_number}") + + body_data = {"call_uuid": call_uuid, "from": from_number, "to": to_number} + body_b64 = base64.b64encode(json.dumps(body_data).encode()).decode() + + # Build WebSocket URL from PUBLIC_URL + ws_base = PUBLIC_URL.rstrip("/").replace("https://", "wss://").replace("http://", "ws://") + ws_url = f"{ws_base}/ws?body={body_b64}" + + logger.info(f"WebSocket URL: {ws_url}") + + response = plivoxml.ResponseElement() + stream = plivoxml.StreamElement( + ws_url, + bidirectional=True, + keepCallAlive=True, + contentType="audio/x-mulaw;rate=8000", + ) + response.add(stream) + + return Response(content=response.to_string(), media_type="application/xml") + + +@app.post("/hangup") +async def hangup_webhook(request: Request) -> Response: + """Plivo hangup webhook - called when a call ends.""" + try: + form_data = await request.form() + logger.info( + f"Call ended: CallUUID={form_data.get('CallUUID')}, " + f"Duration={form_data.get('Duration')}s, " + f"HangupCause={form_data.get('HangupCause')}" + ) + except Exception as e: + logger.warning(f"Error parsing hangup webhook: {e}") + + return Response(content="OK", media_type="text/plain") + + +@app.post("/fallback") +async def fallback_webhook(request: Request) -> Response: + """Fallback webhook if primary answer webhook fails.""" + logger.warning("Fallback webhook triggered") + + response = plivoxml.ResponseElement() + response.add( + plivoxml.SpeakElement( + "We're sorry, but we're experiencing technical difficulties. Please try again later.", + voice="Polly.Joanna", + ) + ) + response.add(plivoxml.HangupElement()) + + return Response(content=response.to_string(), media_type="application/xml") + + +@app.get("/hold") +@app.post("/hold") +async def hold_webhook() -> Response: + """Hold endpoint - keeps call alive silently (used during testing).""" + response = plivoxml.ResponseElement() + response.add(plivoxml.WaitElement(length=120)) + return Response(content=response.to_string(), media_type="application/xml") + + +@app.websocket("/ws") +async def websocket_endpoint( + websocket: WebSocket, + body: str = Query(default=""), +) -> None: + """WebSocket endpoint for bidirectional audio streaming with Plivo.""" + await websocket.accept() + logger.info("WebSocket connection accepted") + + call_data = {} + if body: + try: + call_data = json.loads(base64.b64decode(body).decode()) + logger.info(f"Call metadata: {call_data}") + except Exception as e: + logger.warning(f"Failed to decode call metadata: {e}") + + try: + start_data = await websocket.receive_text() + start_message = json.loads(start_data) + + if start_message.get("event") != "start": + logger.error(f"Expected start event, got: {start_message.get('event')}") + await websocket.close() + return + + start_info = start_message.get("start", {}) + call_id = start_info.get("callId", call_data.get("call_uuid", "unknown")) + stream_id = start_info.get("streamId") + logger.info(f"Plivo stream started: callId={call_id}, streamId={stream_id}") + + await run_agent( + websocket=websocket, + call_id=call_id, + from_number=call_data.get("from", ""), + to_number=call_data.get("to", ""), + stream_id=stream_id or "", + ) + + except WebSocketDisconnect: + logger.info("WebSocket disconnected") + except Exception as e: + logger.error(f"WebSocket error: {e}") + finally: + with contextlib.suppress(Exception): + await websocket.close() + + +# ============================================================================= +# Main +# ============================================================================= + + +def main() -> None: + """Run the inbound server.""" + logger.info(f"Starting xAI Realtime-Plivo Inbound Voice Agent on port {SERVER_PORT}") + + if PLIVO_PHONE_NUMBER and PUBLIC_URL: + logger.info("Configuring Plivo webhooks...") + phone = normalize_phone_number(PLIVO_PHONE_NUMBER) + if configure_plivo_webhooks(): + logger.info(f"Ready! Call +{phone} to test") + else: + logger.warning("Plivo auto-configuration failed. Configure manually.") + else: + logger.info("To enable auto-configuration, set PUBLIC_URL and PLIVO_PHONE_NUMBER") + + uvicorn.run(app, host="0.0.0.0", port=SERVER_PORT, log_level="info") + + +if __name__ == "__main__": + main() diff --git a/xai-realtime-native/inbound/system_prompt.md b/xai-realtime-native/inbound/system_prompt.md new file mode 100644 index 0000000..582be8e --- /dev/null +++ b/xai-realtime-native/inbound/system_prompt.md @@ -0,0 +1,59 @@ +You are Alex, a friendly and professional customer service agent for TechFlow, +a software company that provides cloud-based productivity tools. + +You are built with xAI realtime API, Plivo for telephony, and Silero VAD +for voice activity detection. You run without any orchestration framework — just +direct API integrations. + +## Your Personality +- Warm, patient, and empathetic +- Professional but conversational - you're talking to a real person +- You use natural speech patterns with occasional filler words +- You never sound robotic or overly formal + +## Audio Output Rules +- Your responses will be converted to speech, so never use special characters +- Spell out numbers naturally: say "twenty three dollars" not "$23" +- Keep responses concise - aim for 1-3 sentences unless explaining something complex +- Use natural pauses by breaking up longer responses + +## Your Capabilities +You can help customers with: +1. Checking order status - ask for their order number or email +2. Product information about TechFlow Pro, Teams, and Enterprise plans +3. Billing questions and payment issues +4. Technical support for basic issues +5. Scheduling callbacks for complex issues +6. Sending confirmation texts to their phone + +## Product Knowledge +- TechFlow Pro: twelve dollars per month, for individuals, 100GB storage +- TechFlow Teams: twenty five dollars per user per month, up to 25 people, 500GB +- TechFlow Enterprise: Custom pricing, unlimited users and storage, dedicated support + +## When to Use Your Tools +- check_order_status: when customer asks about an order, delivery, or purchase +- send_sms: when customer needs information texted to them +- schedule_callback: for complex issues or when customer wants a specialist +- transfer_call: when customer asks for a human or you cannot help +- end_call: when conversation is complete and customer says goodbye + +## Conversation Flow +1. Greet the caller warmly and always introduce yourself by saying you are built with xAI realtime API, Plivo for telephony, and Silero VAD — with no orchestration framework. Then ask how you can help +2. Listen and acknowledge their concern before jumping to solutions +3. Ask clarifying questions if needed +4. Provide clear, helpful responses +5. Confirm the customer is satisfied before ending +6. End with a friendly closing + +## Handling Difficult Situations +- If frustrated, acknowledge their feelings first +- Never argue or get defensive +- Be honest if you cannot help and offer alternatives +- If unsure, say so honestly rather than guessing + +## Important Guidelines +- Never make up order information - always use check_order_status +- Ask for phone number before sending SMS if not available +- Keep the conversation moving naturally +- Ask if there is anything else before ending diff --git a/xai-realtime-native/outbound/__init__.py b/xai-realtime-native/outbound/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/xai-realtime-native/outbound/agent.py b/xai-realtime-native/outbound/agent.py new file mode 100644 index 0000000..e41ade7 --- /dev/null +++ b/xai-realtime-native/outbound/agent.py @@ -0,0 +1,777 @@ +"""Outbound voice agent — XAIRealtimeAgent engine + call state management. + +Loads the outbound system prompt and provides run_agent() for handling +outbound call WebSocket sessions, plus CallManager for tracking call lifecycle. + +Status state machine: + initiating -> ringing -> connected -> completed + |-> no_answer + |-> failed +""" + +from __future__ import annotations + +import asyncio +import base64 +import contextlib +import json +import os +import random +import threading +import uuid +from dataclasses import dataclass, field +from datetime import datetime, timedelta +from pathlib import Path +from typing import TYPE_CHECKING, Any + +import plivo +from dotenv import load_dotenv +from loguru import logger + +from utils import normalize_phone_number + +load_dotenv() + +# Agent configuration +XAI_API_KEY = os.getenv("XAI_API_KEY", "") +XAI_REALTIME_MODEL = os.getenv("XAI_REALTIME_MODEL", "") +XAI_VOICE = os.getenv("XAI_VOICE", "Sal") +XAI_REALTIME_URL = "wss://api.x.ai/v1/realtime" +PLIVO_AUTH_ID = os.getenv("PLIVO_AUTH_ID", "") +PLIVO_AUTH_TOKEN = os.getenv("PLIVO_AUTH_TOKEN", "") +PLIVO_PHONE_NUMBER = os.getenv("PLIVO_PHONE_NUMBER", "") + +if TYPE_CHECKING: + from fastapi import WebSocket + +# ============================================================================= +# System Prompt +# ============================================================================= + +_OUTBOUND_PROMPT_TEMPLATE = (Path(__file__).parent / "system_prompt.md").read_text().strip() + + +def build_outbound_prompt( + opening_reason: str = "", + objective: str = "", + context: str = "", +) -> str: + """Build a concrete outbound system prompt by substituting template variables.""" + prompt = _OUTBOUND_PROMPT_TEMPLATE + prompt = prompt.replace("{{opening_reason}}", opening_reason) + prompt = prompt.replace("{{objective}}", objective) + prompt = prompt.replace("{{context}}", context) + return prompt + + +# Default system prompt (no template substitution) +SYSTEM_PROMPT = os.getenv("SYSTEM_PROMPT", _OUTBOUND_PROMPT_TEMPLATE) + +# ============================================================================= +# Outbound Call Records +# ============================================================================= + + +@dataclass +class OutboundCallRecord: + """Tracks the state of a single outbound call.""" + + call_id: str + phone_number: str + status: str = "initiating" # initiating|ringing|connected|completed|failed|no_answer + campaign_id: str = "" + context: str = "" + system_prompt: str = "" + initial_message: str = "" + opening_reason: str = "" + objective: str = "" + plivo_request_uuid: str = "" + plivo_call_uuid: str = "" + created_at: datetime = field(default_factory=datetime.utcnow) + connected_at: datetime | None = None + ended_at: datetime | None = None + duration: int = 0 + hangup_cause: str = "" + outcome: str = "" # success|no_answer|busy|failed + + +def determine_outcome(hangup_cause: str, duration: int) -> str: + """Map Plivo hangup cause and duration to a high-level outcome. + + See https://www.plivo.com/docs/voice/troubleshooting/hangup-causes/ + """ + cause = hangup_cause.upper() if hangup_cause else "" + + if cause in ("NO_ANSWER", "ORIGINATOR_CANCEL"): + return "no_answer" + if cause in ("USER_BUSY", "CALL_REJECTED"): + return "busy" + if cause in ( + "UNALLOCATED_NUMBER", + "INVALID_NUMBER_FORMAT", + "NO_ROUTE_DESTINATION", + "NETWORK_OUT_OF_ORDER", + "SERVICE_UNAVAILABLE", + "RECOVERY_ON_TIMER_EXPIRE", + "BEARERCAPABILITY_NOTAVAIL", + ): + return "failed" + + # If the call was answered and had meaningful duration, consider it success + if duration > 0 or cause in ("NORMAL_CLEARING", ""): + return "success" + + return "failed" + + +class CallManager: + """Thread-safe manager for outbound call records.""" + + def __init__(self) -> None: + self._calls: dict[str, OutboundCallRecord] = {} + self._lock = threading.Lock() + + def create_call( + self, + phone_number: str, + campaign_id: str = "", + opening_reason: str = "", + objective: str = "", + context: str = "", + ) -> OutboundCallRecord: + """Create and register a new outbound call record.""" + call_id = str(uuid.uuid4()) + system_prompt = build_outbound_prompt(opening_reason, objective, context) + + if opening_reason: + initial_message = ( + "The call has been answered. Begin with your outbound greeting now. " + "State your name, company, and that you are reaching out regarding: " + f"{opening_reason}. Then ask if now is a good time." + ) + else: + initial_message = ( + "The call has been answered. Begin with your outbound greeting now. " + "State your name, company, and why you are calling. Then ask if now is a good time." + ) + + record = OutboundCallRecord( + call_id=call_id, + phone_number=phone_number, + campaign_id=campaign_id, + opening_reason=opening_reason, + objective=objective, + context=context, + system_prompt=system_prompt, + initial_message=initial_message, + ) + + with self._lock: + self._calls[call_id] = record + + return record + + def get_call(self, call_id: str) -> OutboundCallRecord | None: + """Look up a call by its ID.""" + with self._lock: + return self._calls.get(call_id) + + def update_status(self, call_id: str, status: str, **kwargs: Any) -> OutboundCallRecord | None: + """Thread-safe status update with optional extra fields.""" + with self._lock: + record = self._calls.get(call_id) + if record is None: + return None + record.status = status + for key, value in kwargs.items(): + if hasattr(record, key): + setattr(record, key, value) + return record + + def get_active_calls(self) -> list[OutboundCallRecord]: + """Return calls with status in (initiating, ringing, connected).""" + with self._lock: + return [ + r for r in self._calls.values() + if r.status in ("initiating", "ringing", "connected") + ] + + def get_calls_by_campaign(self, campaign_id: str) -> list[OutboundCallRecord]: + """Return all calls for a given campaign.""" + with self._lock: + return [r for r in self._calls.values() if r.campaign_id == campaign_id] + + def reset(self) -> None: + """Clear all records (useful for testing).""" + with self._lock: + self._calls.clear() + + +# ============================================================================= +# Tool Functions +# ============================================================================= + + +def _get_plivo_client() -> plivo.RestClient: + if not PLIVO_AUTH_ID or not PLIVO_AUTH_TOKEN: + raise RuntimeError("PLIVO_AUTH_ID and PLIVO_AUTH_TOKEN must be configured") + return plivo.RestClient(auth_id=PLIVO_AUTH_ID, auth_token=PLIVO_AUTH_TOKEN) + + +def _get_sms_source_number() -> str: + source_number = normalize_phone_number(PLIVO_PHONE_NUMBER) + if not source_number: + raise RuntimeError("PLIVO_PHONE_NUMBER must be configured for SMS") + return source_number + + +async def check_order_status(order_number: str | None, email: str | None) -> dict[str, Any]: + """Look up order status. Replace with your actual implementation.""" + logger.info(f"Checking order: number={order_number}, email={email}") + + if not order_number and not email: + return {"status": "error", "message": "Need order number or email"} + + statuses = [ + { + "status": "shipped", + "order_number": order_number or f"TF-{random.randint(100000, 999999)}", + "shipping_carrier": "FedEx", + "tracking_number": f"FX{random.randint(1000000000, 9999999999)}", + "estimated_delivery": (datetime.now() + timedelta(days=2)).strftime("%B %d"), + "items": "TechFlow Pro Annual Subscription", + }, + { + "status": "processing", + "order_number": order_number or f"TF-{random.randint(100000, 999999)}", + "message": "Order is being prepared and will ship within 24 hours", + "items": "TechFlow Teams License (5 seats)", + }, + { + "status": "delivered", + "order_number": order_number or f"TF-{random.randint(100000, 999999)}", + "delivered_date": (datetime.now() - timedelta(days=1)).strftime("%B %d"), + "signed_by": "Front Desk", + "items": "TechFlow Enterprise Setup Kit", + }, + ] + return random.choice(statuses) + + +async def send_sms(phone_number: str, message: str) -> dict[str, Any]: + """Send a real SMS using the configured Plivo number.""" + # Example prompt: + # "Send an SMS to +919448678165 saying your order has been shipped." + # + # If you have fixed contacts, store their numbers in environment variables or + # config and reference those values from your agent instructions instead of + # repeating the raw numbers in every prompt. + logger.info(f"Sending SMS to {phone_number}: {message[:50]}...") + + if not phone_number: + return {"status": "error", "message": "Phone number required"} + if not message.strip(): + return {"status": "error", "message": "Message content required"} + + source_number = _get_sms_source_number() + destination_number = normalize_phone_number(phone_number) + if not destination_number: + return {"status": "error", "message": "Invalid destination phone number"} + + client = _get_plivo_client() + response = client.messages.create( + src=source_number, + dst=destination_number, + text=message, + ) + + if isinstance(response, dict): + message_uuid = response.get("message_uuid", []) + api_message = response.get("message", "message queued") + else: + message_uuid = getattr(response, "message_uuid", []) + api_message = getattr(response, "message", "message queued") + + return { + "status": "sent", + "phone_number": f"+{destination_number}", + "from_number": f"+{source_number}", + "message_preview": message[:50] + "..." if len(message) > 50 else message, + "message_uuid": message_uuid, + "provider": "plivo", + "provider_message": api_message, + } + + +async def schedule_callback( + phone_number: str, reason: str, preferred_time: str, department: str +) -> dict[str, Any]: + """Schedule a callback. Replace with your actual implementation.""" + logger.info(f"Scheduling callback: {phone_number}, {department}") + + if not phone_number: + return {"status": "error", "message": "Phone number required"} + + return { + "status": "scheduled", + "callback_id": f"CB{random.randint(100000, 999999)}", + "phone_number": phone_number, + "department": department, + "scheduled_time": preferred_time or "within 2 business hours", + "reason": reason, + } + + +async def transfer_call(department: str, reason: str) -> dict[str, Any]: + """Transfer call to human agent. Replace with your actual implementation.""" + logger.info(f"Transferring to {department}: {reason}") + + return { + "status": "transferring", + "department": department, + "reason": reason, + "estimated_wait": "less than 2 minutes", + } + + +# ============================================================================= +# xAI Realtime Agent +# ============================================================================= + + +class XAIRealtimeAgent: + """Manages a voice conversation session between Plivo and xAI realtime API.""" + + def __init__( + self, + websocket: WebSocket, + call_id: str, + from_number: str = "", + to_number: str = "", + system_prompt: str | None = None, + initial_message: str = "Hello, I'm calling for help.", + stream_id: str = "", + ): + self.websocket = websocket + self.call_id = call_id + self.from_number = from_number + self.to_number = to_number + self.system_prompt = system_prompt or SYSTEM_PROMPT + self.initial_message = initial_message + self.stream_id = stream_id + + self._running = False + self._send_queue: asyncio.Queue[bytes] = asyncio.Queue() + self._realtime_ws = None + + def _build_tools(self) -> list[dict[str, Any]]: + """Build tool definitions for realtime function calling.""" + return [ + { + "type": "function", + "name": "check_order_status", + "description": "Look up the status of a customer's order.", + "parameters": { + "type": "object", + "properties": { + "order_number": { + "type": "string", + "description": "Order number (usually starts with TF-)", + }, + "email": { + "type": "string", + "description": "Customer's email if order number unavailable", + }, + }, + }, + }, + { + "type": "function", + "name": "send_sms", + "description": "Send a text message to the customer's phone.", + "parameters": { + "type": "object", + "properties": { + "phone_number": {"type": "string", "description": "Phone number"}, + "message": {"type": "string", "description": "Message content"}, + }, + "required": ["phone_number", "message"], + }, + }, + { + "type": "function", + "name": "schedule_callback", + "description": "Schedule a callback from a specialist.", + "parameters": { + "type": "object", + "properties": { + "phone_number": {"type": "string", "description": "Phone number"}, + "reason": {"type": "string", "description": "Why callback is needed"}, + "preferred_time": {"type": "string", "description": "Preferred time"}, + "department": {"type": "string", "description": "Department"}, + }, + "required": ["phone_number", "reason", "department"], + }, + }, + { + "type": "function", + "name": "transfer_call", + "description": "Transfer call to human agent.", + "parameters": { + "type": "object", + "properties": { + "department": {"type": "string", "description": "Department"}, + "reason": {"type": "string", "description": "Transfer reason"}, + }, + "required": ["department", "reason"], + }, + }, + { + "type": "function", + "name": "end_call", + "description": "End the call gracefully.", + "parameters": { + "type": "object", + "properties": { + "reason": {"type": "string", "description": "Reason for ending"}, + "resolution": { + "type": "string", + "description": "How issue was resolved", + }, + }, + }, + }, + ] + + async def _handle_function_call(self, name: str, call_id: str, arguments: str) -> None: + """Execute a function call and send the result back to the realtime API.""" + try: + args = json.loads(arguments) if arguments else {} + except json.JSONDecodeError: + args = {} + + logger.info(f"Function call: {name} with args: {args}") + + try: + if name == "check_order_status": + result = await check_order_status( + order_number=args.get("order_number"), + email=args.get("email"), + ) + elif name == "send_sms": + result = await send_sms( + phone_number=args.get("phone_number", ""), + message=args.get("message", ""), + ) + elif name == "schedule_callback": + result = await schedule_callback( + phone_number=args.get("phone_number", ""), + reason=args.get("reason", ""), + preferred_time=args.get("preferred_time", ""), + department=args.get("department", "general"), + ) + elif name == "transfer_call": + result = await transfer_call( + department=args.get("department", "support"), + reason=args.get("reason", "Customer requested transfer"), + ) + elif name == "end_call": + logger.info(f"Ending call: {args.get('reason')}") + self._running = False + result = {"status": "call_ending", "reason": args.get("reason", "")} + else: + result = {"error": f"Unknown function: {name}"} + + except Exception as e: + logger.error(f"Error in function {name}: {e}") + result = {"error": str(e)} + + await self._realtime_send( + { + "type": "conversation.item.create", + "item": { + "type": "function_call_output", + "call_id": call_id, + "output": json.dumps(result), + }, + } + ) + await self._realtime_send( + { + "type": "response.create", + "response": {"modalities": ["text", "audio"]}, + } + ) + + async def _realtime_send(self, message: dict[str, Any]) -> None: + """Send a JSON message to the realtime WebSocket.""" + if self._realtime_ws: + await self._realtime_ws.send(json.dumps(message)) + + def _build_session_config(self) -> dict[str, Any]: + """Build realtime session configuration.""" + system_prompt = self.system_prompt + + if self.from_number: + call_time = datetime.now().strftime("%I:%M %p on %A, %B %d") + system_prompt += f""" + +## Current Call Context +- Caller's phone number: {self.from_number} +- Call ID: {self.call_id} +- Time: {call_time} + +You can use the caller's phone number for SMS or callbacks without asking.""" + + return { + "type": "session.update", + "session": { + "instructions": system_prompt, + "voice": XAI_VOICE, + "audio": { + "input": {"format": {"type": "audio/pcmu"}}, + "output": {"format": {"type": "audio/pcmu"}}, + }, + "turn_detection": {"type": "server_vad"}, + "tools": self._build_tools(), + }, + } + + async def run(self) -> None: + """Run the voice bot session.""" + import websockets + + logger.info(f"Starting xAI realtime session for call {self.call_id}") + self._running = True + + ws_url = XAI_REALTIME_URL if not XAI_REALTIME_MODEL else f"{XAI_REALTIME_URL}?model={XAI_REALTIME_MODEL}" + headers = { + "Authorization": f"Bearer {XAI_API_KEY}", + } + + try: + async with websockets.connect( + ws_url, + additional_headers=headers, + max_size=None, + ) as realtime_ws: + self._realtime_ws = realtime_ws + logger.info("Connected to xAI realtime API") + + await self._realtime_send(self._build_session_config()) + + while True: + msg = json.loads(await realtime_ws.recv()) + if msg.get("type") == "session.updated": + logger.info("Realtime session configured") + break + elif msg.get("type") == "error": + logger.error(f"Realtime session error: {msg}") + return + + await self._realtime_send( + { + "type": "conversation.item.create", + "item": { + "type": "message", + "role": "user", + "content": [{"type": "input_text", "text": self.initial_message}], + }, + } + ) + await self._realtime_send( + { + "type": "response.create", + "response": {"modalities": ["text", "audio"]}, + } + ) + + await self._run_streaming_tasks(realtime_ws) + + except Exception as e: + logger.error(f"Realtime session error: {e}") + finally: + self._running = False + self._realtime_ws = None + logger.info(f"Realtime session ended for call {self.call_id}") + + async def _run_streaming_tasks(self, realtime_ws) -> None: + """Run the concurrent streaming tasks.""" + tasks = [ + asyncio.create_task(self._receive_from_plivo(), name="plivo_rx"), + asyncio.create_task(self._receive_from_realtime(realtime_ws), name="realtime_rx"), + asyncio.create_task(self._send_to_plivo(), name="plivo_tx"), + ] + + try: + done, _pending = await asyncio.wait(tasks, return_when=asyncio.FIRST_COMPLETED) + for task in done: + if task.exception(): + logger.error(f"Task {task.get_name()} failed: {task.exception()}") + finally: + self._running = False + for task in tasks: + if not task.done(): + task.cancel() + with contextlib.suppress(asyncio.CancelledError): + await task + + async def _receive_from_plivo(self) -> None: + """Forward Plivo mu-law audio straight to xAI — no transcoding. + + The realtime API's server-side turn detection (server_vad) decides when the caller + has finished speaking and drives the response, so this just relays each + mu-law payload into the input audio buffer. + """ + try: + while self._running: + data = await self.websocket.receive_text() + message = json.loads(data) + event = message.get("event") + + if event == "media": + payload = message.get("media", {}).get("payload", "") + if payload: + await self._realtime_send( + { + "type": "input_audio_buffer.append", + "audio": payload, + } + ) + + elif event == "text": + text = message.get("text", "") + if text: + logger.info(f"Injecting text: {text[:50]}...") + await self._realtime_send( + { + "type": "conversation.item.create", + "item": { + "type": "message", + "role": "user", + "content": [{"type": "input_text", "text": text}], + }, + } + ) + await self._realtime_send( + { + "type": "response.create", + "response": {"modalities": ["text", "audio"]}, + } + ) + + elif event == "stop": + break + + except Exception as e: + if "1000" not in str(e): + logger.error(f"Plivo receiver error: {e}") + + async def _receive_from_realtime(self, realtime_ws) -> None: + """Receive events from xAI realtime and queue audio for Plivo.""" + try: + async for raw_message in realtime_ws: + if not self._running: + return + + message = json.loads(raw_message) + event_type = message.get("type", "") + + if event_type == "response.output_audio.delta": + audio_b64 = message.get("delta", "") + if audio_b64: + await self._send_queue.put(base64.b64decode(audio_b64)) + + elif event_type == "input_audio_buffer.speech_started": + logger.info("Barge-in: caller started speaking") + with contextlib.suppress(Exception): + await self.websocket.send_text( + json.dumps({"event": "clearAudio", "streamId": self.stream_id}) + ) + while not self._send_queue.empty(): + try: + self._send_queue.get_nowait() + except asyncio.QueueEmpty: + break + + elif event_type == "response.done": + logger.debug("Realtime response complete") + + elif event_type == "response.function_call_arguments.done": + await self._handle_function_call( + name=message.get("name", ""), + call_id=message.get("call_id", ""), + arguments=message.get("arguments", ""), + ) + + elif event_type == "response.output_audio_transcript.delta": + transcript = message.get("delta", "") + if transcript: + logger.debug(f"Agent: {transcript}") + + elif event_type == "error": + logger.error(f"Realtime error: {message.get('error', message)}") + + except asyncio.CancelledError: + pass + except Exception as e: + if "close" not in str(e).lower(): + logger.error(f"Realtime receiver error: {e}") + + async def _send_to_plivo(self) -> None: + """Send queued audio to Plivo WebSocket in 20ms chunks.""" + PLIVO_CHUNK_SIZE = 160 + audio_buffer = bytearray() + + try: + while self._running: + try: + audio = await asyncio.wait_for(self._send_queue.get(), timeout=0.1) + audio_buffer.extend(audio) + + while len(audio_buffer) >= PLIVO_CHUNK_SIZE: + chunk = bytes(audio_buffer[:PLIVO_CHUNK_SIZE]) + audio_buffer = audio_buffer[PLIVO_CHUNK_SIZE:] + + message = { + "event": "playAudio", + "media": { + "contentType": "audio/x-mulaw", + "sampleRate": 8000, + "payload": base64.b64encode(chunk).decode("utf-8"), + }, + } + await self.websocket.send_text(json.dumps(message)) + + except TimeoutError: + continue + + except asyncio.CancelledError: + pass + + +# ============================================================================= +# Public API +# ============================================================================= + + +async def run_agent( + websocket: WebSocket, + call_id: str, + from_number: str = "", + to_number: str = "", + system_prompt: str | None = None, + initial_message: str = "Hello, I'm calling for help.", + stream_id: str = "", +) -> None: + """Run a voice agent session for an outbound call.""" + agent = XAIRealtimeAgent( + websocket=websocket, + call_id=call_id, + from_number=from_number, + to_number=to_number, + system_prompt=system_prompt, + initial_message=initial_message, + stream_id=stream_id, + ) + await agent.run() diff --git a/xai-realtime-native/outbound/server.py b/xai-realtime-native/outbound/server.py new file mode 100644 index 0000000..ea7beb5 --- /dev/null +++ b/xai-realtime-native/outbound/server.py @@ -0,0 +1,381 @@ +"""Standalone FastAPI server for outbound calls.""" + +from __future__ import annotations + +import base64 +import contextlib +import json +import os +from datetime import datetime + +import plivo +import uvicorn +from dotenv import load_dotenv +from fastapi import FastAPI, Query, Request, WebSocket, WebSocketDisconnect +from fastapi.responses import Response +from loguru import logger +from plivo import plivoxml + +from outbound.agent import CallManager, determine_outcome, run_agent +from utils import normalize_phone_number + +load_dotenv() + +# Server configuration +SERVER_PORT = int(os.getenv("SERVER_PORT", "8000")) +PLIVO_AUTH_ID = os.getenv("PLIVO_AUTH_ID", "") +PLIVO_AUTH_TOKEN = os.getenv("PLIVO_AUTH_TOKEN", "") +PLIVO_PHONE_NUMBER = os.getenv("PLIVO_PHONE_NUMBER", "") +PUBLIC_URL = os.getenv("PUBLIC_URL", "") + +app = FastAPI( + title="xAI Realtime-Plivo Voice Agent (Outbound)", + description="Outbound voice agent using the xAI realtime API with Plivo telephony", + version="0.1.0", +) + +call_manager = CallManager() + + +# ============================================================================= +# Routes +# ============================================================================= + + +@app.get("/") +async def health_check() -> dict: + """Health check endpoint.""" + phone = normalize_phone_number(PLIVO_PHONE_NUMBER) + return { + "status": "ok", + "service": "xai-realtime-plivo-voice-agent-outbound", + "phone_number": f"+{phone}" if phone else "not configured", + } + + +@app.post("/outbound/call") +async def outbound_initiate( + request: Request, + phone_number: str = Query(default=""), + campaign_id: str = Query(default=""), + opening_reason: str = Query(default=""), + objective: str = Query(default=""), + context: str = Query(default=""), +) -> dict: + """Initiate an outbound call. + + Creates a call record, then uses the Plivo API to place a call. + When the callee answers, Plivo will hit /outbound/answer which starts + the voice agent on the A-leg. + """ + if not phone_number: + return {"error": "phone_number is required"} + + if not all([PLIVO_AUTH_ID, PLIVO_AUTH_TOKEN, PLIVO_PHONE_NUMBER]): + return {"error": "Plivo credentials or PLIVO_PHONE_NUMBER not configured"} + + record = call_manager.create_call( + phone_number=phone_number, + campaign_id=campaign_id, + opening_reason=opening_reason, + objective=objective, + context=context, + ) + + try: + client = plivo.RestClient(auth_id=PLIVO_AUTH_ID, auth_token=PLIVO_AUTH_TOKEN) + from_number = normalize_phone_number(PLIVO_PHONE_NUMBER) + to_number = normalize_phone_number(phone_number) + + answer_url = f"{PUBLIC_URL}/outbound/answer?call_id={record.call_id}" + hangup_url = f"{PUBLIC_URL}/outbound/hangup" + + call_response = client.calls.create( + from_=from_number, + to_=to_number, + answer_url=answer_url, + answer_method="POST", + hangup_url=hangup_url, + hangup_method="POST", + ) + + if isinstance(call_response, dict): + request_uuid = call_response.get("request_uuid", "") + else: + request_uuid = getattr(call_response, "request_uuid", "") + call_manager.update_status( + record.call_id, "ringing", + plivo_request_uuid=request_uuid, + ) + logger.info( + f"Outbound call initiated: call_id={record.call_id}, " + f"to={to_number}, request_uuid={request_uuid}" + ) + + return { + "call_id": record.call_id, + "status": "ringing", + "phone_number": phone_number, + "plivo_request_uuid": request_uuid, + } + + except Exception as e: + logger.error(f"Failed to initiate outbound call: {e}") + call_manager.update_status(record.call_id, "failed", outcome="failed") + return {"error": str(e), "call_id": record.call_id} + + +@app.get("/outbound/answer") +@app.post("/outbound/answer") +async def outbound_answer_webhook( + request: Request, + call_id: str = Query(default=""), + CallUUID: str = Query(default=""), + From: str = Query(default=""), + To: str = Query(default=""), +) -> Response: + """Plivo webhook when the callee answers an outbound call. + + Returns XML to start WebSocket audio streaming. + The /ws endpoint detects this is an outbound call and loads + the outbound prompt and initial message from CallManager. + """ + call_uuid = CallUUID + from_number = From + to_number = To + + if request.method == "POST": + try: + form_data = await request.form() + call_id = call_id or str(form_data.get("call_id", "")) + call_uuid = call_uuid or str(form_data.get("CallUUID", "")) + from_number = from_number or str(form_data.get("From", "")) + to_number = to_number or str(form_data.get("To", "")) + except Exception: + pass + + logger.info(f"Outbound call answered: call_id={call_id}, CallUUID={call_uuid}, To={to_number}") + + # Update call record + if call_id: + call_manager.update_status( + call_id, "connected", + plivo_call_uuid=call_uuid, + connected_at=datetime.utcnow(), + ) + + body_data = { + "call_uuid": call_uuid, + "from": from_number, + "to": to_number, + "is_outbound": True, + "call_id": call_id, + } + body_b64 = base64.b64encode(json.dumps(body_data).encode()).decode() + + # Build WebSocket URL from PUBLIC_URL + ws_base = PUBLIC_URL.rstrip("/").replace("https://", "wss://").replace("http://", "ws://") + ws_url = f"{ws_base}/ws?body={body_b64}" + + logger.info(f"Outbound WebSocket URL: {ws_url}") + + response = plivoxml.ResponseElement() + stream = plivoxml.StreamElement( + ws_url, + bidirectional=True, + keepCallAlive=True, + contentType="audio/x-mulaw;rate=8000", + ) + response.add(stream) + + return Response(content=response.to_string(), media_type="application/xml") + + +@app.post("/outbound/hangup") +async def outbound_hangup_webhook(request: Request) -> Response: + """Plivo webhook when an outbound call ends.""" + try: + form_data = await request.form() + call_uuid = str(form_data.get("CallUUID", "")) + duration = int(form_data.get("Duration", 0) or 0) + hangup_cause = str(form_data.get("HangupCause", "")) + + logger.info( + f"Outbound call ended: CallUUID={call_uuid}, " + f"Duration={duration}s, HangupCause={hangup_cause}" + ) + + # Find and update the call record by plivo_call_uuid + for record in call_manager.get_active_calls(): + if record.plivo_call_uuid == call_uuid or record.plivo_request_uuid == call_uuid: + outcome = determine_outcome(hangup_cause, duration) + call_manager.update_status( + record.call_id, "completed", + ended_at=datetime.utcnow(), + duration=duration, + hangup_cause=hangup_cause, + outcome=outcome, + ) + logger.info(f"Outbound call {record.call_id} completed: outcome={outcome}") + break + except Exception as e: + logger.warning(f"Error parsing outbound hangup webhook: {e}") + + return Response(content="OK", media_type="text/plain") + + +@app.get("/outbound/status/{call_id}") +async def outbound_status(call_id: str) -> dict: + """Get status and details for an outbound call.""" + record = call_manager.get_call(call_id) + if not record: + return {"error": "Call not found"} + + return { + "call_id": record.call_id, + "phone_number": record.phone_number, + "status": record.status, + "campaign_id": record.campaign_id, + "opening_reason": record.opening_reason, + "objective": record.objective, + "outcome": record.outcome, + "duration": record.duration, + "created_at": record.created_at.isoformat(), + "connected_at": record.connected_at.isoformat() if record.connected_at else None, + "ended_at": record.ended_at.isoformat() if record.ended_at else None, + } + + +@app.post("/outbound/hangup/{call_id}") +async def outbound_hangup_call(call_id: str) -> dict: + """Programmatically end an active outbound call.""" + record = call_manager.get_call(call_id) + if not record: + return {"error": "Call not found"} + + if record.status not in ("ringing", "connected"): + return {"error": f"Call is not active (status: {record.status})"} + + if not record.plivo_call_uuid: + return {"error": "No Plivo call UUID — call may not be connected yet"} + + try: + client = plivo.RestClient(auth_id=PLIVO_AUTH_ID, auth_token=PLIVO_AUTH_TOKEN) + client.calls.delete(record.plivo_call_uuid) + call_manager.update_status( + call_id, "completed", + ended_at=datetime.utcnow(), + outcome="success", + ) + logger.info(f"Programmatically ended outbound call {call_id}") + return {"call_id": call_id, "status": "completed"} + except Exception as e: + logger.error(f"Failed to end call {call_id}: {e}") + return {"error": str(e)} + + +@app.get("/outbound/campaign/{campaign_id}") +async def outbound_campaign(campaign_id: str) -> dict: + """Get all calls for a campaign.""" + records = call_manager.get_calls_by_campaign(campaign_id) + return { + "campaign_id": campaign_id, + "total": len(records), + "calls": [ + { + "call_id": r.call_id, + "phone_number": r.phone_number, + "status": r.status, + "outcome": r.outcome, + "duration": r.duration, + } + for r in records + ], + } + + +@app.get("/hold") +@app.post("/hold") +async def hold_webhook() -> Response: + """Hold endpoint - keeps call alive silently (used for outbound A-leg).""" + response = plivoxml.ResponseElement() + response.add(plivoxml.WaitElement(length=120)) + return Response(content=response.to_string(), media_type="application/xml") + + +@app.websocket("/ws") +async def websocket_endpoint( + websocket: WebSocket, + body: str = Query(default=""), +) -> None: + """WebSocket endpoint for bidirectional audio streaming with Plivo.""" + await websocket.accept() + logger.info("WebSocket connection accepted") + + call_data = {} + if body: + try: + call_data = json.loads(base64.b64decode(body).decode()) + logger.info(f"Call metadata: {call_data}") + except Exception as e: + logger.warning(f"Failed to decode call metadata: {e}") + + try: + start_data = await websocket.receive_text() + start_message = json.loads(start_data) + + if start_message.get("event") != "start": + logger.error(f"Expected start event, got: {start_message.get('event')}") + await websocket.close() + return + + start_info = start_message.get("start", {}) + call_id = start_info.get("callId", call_data.get("call_uuid", "unknown")) + stream_id = start_info.get("streamId") + logger.info(f"Plivo stream started: callId={call_id}, streamId={stream_id}") + + # Load outbound prompt and initial message from call record + system_prompt = None + initial_message = "Hello, I'm calling for help." + if call_data.get("is_outbound"): + outbound_call_id = call_data.get("call_id", "") + record = call_manager.get_call(outbound_call_id) + if record: + system_prompt = record.system_prompt + initial_message = record.initial_message + logger.info(f"Outbound call detected: call_id={outbound_call_id}") + else: + logger.warning(f"Outbound call record not found: {outbound_call_id}") + + await run_agent( + websocket=websocket, + call_id=call_id, + from_number=call_data.get("from", ""), + to_number=call_data.get("to", ""), + system_prompt=system_prompt, + initial_message=initial_message, + stream_id=stream_id or "", + ) + + except WebSocketDisconnect: + logger.info("WebSocket disconnected") + except Exception as e: + logger.error(f"WebSocket error: {e}") + finally: + with contextlib.suppress(Exception): + await websocket.close() + + +# ============================================================================= +# Main +# ============================================================================= + + +def main() -> None: + """Run the outbound server.""" + logger.info(f"Starting xAI Realtime-Plivo Outbound Voice Agent on port {SERVER_PORT}") + uvicorn.run(app, host="0.0.0.0", port=SERVER_PORT, log_level="info") + + +if __name__ == "__main__": + main() diff --git a/xai-realtime-native/outbound/system_prompt.md b/xai-realtime-native/outbound/system_prompt.md new file mode 100644 index 0000000..04a0d1b --- /dev/null +++ b/xai-realtime-native/outbound/system_prompt.md @@ -0,0 +1,88 @@ +You are Alex, a friendly and professional outbound caller for TechFlow, +a software company that provides cloud-based productivity tools. + +You are built with xAI realtime API for speech-to-speech processing, +Plivo for telephony, and Silero VAD for voice activity detection. You run +without any orchestration framework — just direct API integrations. + +You are calling people who recently signed up for a free trial or requested +a product demo. + +## CRITICAL — Outbound Call Rules + +You are placing an OUTBOUND call. The person on the line did NOT call you. +Follow these rules strictly: + +1. **Introduce yourself immediately** — say your name, company, your tech stack, + and the reason for the call in your very first sentence: "Hi, this is Alex + from TechFlow. I'm built with xAI realtime API, Plivo for telephony, and + Silero VAD with no orchestration framework. I'm reaching out because + {{opening_reason}}. Is now a good time for a quick chat?" +2. **Ask if now is a good time** — always respect the callee's time before + proceeding. +3. **Stay focused** — you are calling about: {{opening_reason}} +4. **Your objective** — {{objective}} +5. **Keep it short** — never exceed 5 minutes. Be concise and respectful. +6. If they say "not interested" or "call back later", acknowledge politely, + offer to schedule a callback, and end the call. + +## Additional Context +{{context}} + +## Your Personality +- Warm, patient, and empathetic +- Professional but conversational - you're talking to a real person +- You use natural speech patterns with occasional filler words +- You never sound robotic or overly formal +- You are proactive but never pushy + +## Audio Output Rules +- Your responses will be converted to speech, so never use special characters +- Spell out numbers naturally: say "twenty three dollars" not "$23" +- Keep responses concise - aim for 1-3 sentences unless explaining something complex +- Use natural pauses by breaking up longer responses + +## Lead Qualification Goals +Your job is to qualify the lead by learning: +1. **Team size** — how many people would use TechFlow? +2. **Use case** — what are they hoping to accomplish with the product? +3. **Timeline** — how soon are they looking to get started? +4. **Decision process** — are they the decision-maker, or is someone else involved? + +Once qualified, offer to book a meeting with a sales specialist who can walk +them through the right plan and answer deeper questions. + +## Product Knowledge +- TechFlow Pro: twelve dollars per month, for individuals, 100GB storage +- TechFlow Teams: twenty five dollars per user per month, up to 25 people, 500GB shared storage +- TechFlow Enterprise: custom pricing, unlimited users and storage, dedicated support +- Free trial includes full Teams features for 14 days + +## When to Use Your Tools +- send_sms: when the prospect wants a link or details texted to them +- schedule_callback: when the prospect wants to continue the conversation later +- transfer_call: when the prospect asks for a human sales rep immediately +- end_call: when conversation is complete, prospect says goodbye, or they are not interested + +## Conversation Flow for Outbound Calls +1. Greet and introduce yourself, your company, and why you are calling +2. Ask "Is now a good time for a quick chat?" +3. If yes, ask about their interest — what caught their eye about TechFlow? +4. Qualify: team size, use case, timeline, decision process +5. Based on answers, recommend the right plan tier +6. Offer to book a meeting with a sales specialist for a deeper walkthrough +7. Confirm next steps, thank them for their time, and end the call + +## Handling Objections +- "I'm busy" → "I completely understand. Would it be better if I called back at a specific time?" +- "Not interested" → "No problem at all. Thank you for your time. Have a great day!" +- "Just looking" → "Totally fair. Can I ask what caught your eye so I can point you to the right resources?" +- "How did you get my number?" → "You provided it when you signed up for the free trial on our website." +- "I need to talk to my team" → "Of course. Would it help if I set up a quick call with your team and one of our specialists?" +- If frustrated, acknowledge their feelings first and offer to end the call + +## Important Guidelines +- When asked about your tech stack, mention xAI realtime API, Plivo, Silero VAD, and no orchestration framework +- Stay focused on the prospect's needs and qualifying their interest +- Keep the conversation moving naturally +- Always end by thanking them for their time diff --git a/xai-realtime-native/pyproject.toml b/xai-realtime-native/pyproject.toml new file mode 100644 index 0000000..04d70d9 --- /dev/null +++ b/xai-realtime-native/pyproject.toml @@ -0,0 +1,53 @@ +[project] +name = "xai-realtime-plivo-voice-agent" +version = "0.1.0" +description = "Voice agent using the xAI realtime API with Plivo telephony, mu-law passthrough, and server-side VAD" +readme = "README.md" +requires-python = ">=3.10" +dependencies = [ + "fastapi>=0.115.0", + "uvicorn[standard]>=0.30.0", + "websockets>=15.0", + "plivo>=4.59.0", + "python-dotenv>=1.0.0", + "python-multipart>=0.0.9", + "loguru>=0.7.0", + "phonenumbers>=8.13.0", +] + +[project.optional-dependencies] +observability = [ + "opentelemetry-api>=1.20.0", + "opentelemetry-sdk>=1.20.0", + "opentelemetry-exporter-otlp>=1.20.0", + "opentelemetry-instrumentation-httpx>=0.44b0", + "traceloop-sdk>=0.30.0", +] +streaming = [ + "redis[hiredis]>=5.0.0", +] + +[dependency-groups] +dev = [ + "ruff>=0.12.0", + "pre-commit>=4.0.0", + "pytest>=8.0.0", + "pytest-asyncio>=0.24.0", + "httpx>=0.27.0", + "faster-whisper>=1.2.1", + "gtts>=2.5.4", + "pydub>=0.25.1", +] + +[tool.ruff] +exclude = [".git", "*_pb2.py"] +line-length = 100 +target-version = "py310" + +[tool.ruff.lint] +select = ["E", "W", "F", "I", "B", "UP", "SIM", "RUF"] + +[tool.pytest.ini_options] +asyncio_mode = "auto" +asyncio_default_fixture_loop_scope = "function" +testpaths = ["tests"] diff --git a/xai-realtime-native/tests/__init__.py b/xai-realtime-native/tests/__init__.py new file mode 100644 index 0000000..2cdb812 --- /dev/null +++ b/xai-realtime-native/tests/__init__.py @@ -0,0 +1 @@ +# Integration tests for xAI Realtime-Plivo Voice Agent diff --git a/xai-realtime-native/tests/conftest.py b/xai-realtime-native/tests/conftest.py new file mode 100644 index 0000000..776c19c --- /dev/null +++ b/xai-realtime-native/tests/conftest.py @@ -0,0 +1,10 @@ +"""Pytest configuration for tests.""" + +from __future__ import annotations + +import sys +from pathlib import Path + +# Add parent directory to path for imports +project_root = Path(__file__).parent.parent +sys.path.insert(0, str(project_root)) diff --git a/xai-realtime-native/tests/helpers.py b/xai-realtime-native/tests/helpers.py new file mode 100644 index 0000000..d5bfb73 --- /dev/null +++ b/xai-realtime-native/tests/helpers.py @@ -0,0 +1,106 @@ +"""Shared test helpers for live call tests.""" + +from __future__ import annotations + +import os +import subprocess +import tempfile +import time + +import httpx +import plivo +import pytest + +NGROK_BIN = os.getenv("NGROK_BIN", "ngrok") +NGROK_API = "http://localhost:4040/api/tunnels" + + +def start_ngrok(port: int) -> tuple[subprocess.Popen, str]: + """Start ngrok tunnel and return (process, public_url).""" + proc = subprocess.Popen( + [NGROK_BIN, "http", str(port)], + stdout=subprocess.DEVNULL, + stderr=subprocess.DEVNULL, + ) + + public_url = None + for _ in range(30): + try: + resp = httpx.get(NGROK_API, timeout=1.0) + if resp.status_code == 200: + tunnels = resp.json().get("tunnels", []) + for tunnel in tunnels: + if tunnel.get("proto") == "https": + public_url = tunnel["public_url"] + break + if public_url: + break + except Exception: + pass + time.sleep(0.5) + + if not public_url: + proc.terminate() + proc.wait() + pytest.skip("ngrok did not start or no HTTPS tunnel found") + + return proc, public_url + + +def stop_ngrok(proc: subprocess.Popen) -> None: + """Stop ngrok process.""" + try: + proc.terminate() + proc.wait(timeout=5) + except Exception: + proc.kill() + proc.wait() + + +def wait_for_recording( + client: plivo.RestClient, call_uuid: str, timeout: float = 30.0 +) -> str | None: + """Poll for a recording to appear for the given call UUID.""" + start = time.time() + while time.time() - start < timeout: + try: + recordings = client.recordings.list(call_uuid=call_uuid) + objects = recordings.get("objects", []) if isinstance(recordings, dict) else [] + if not objects and hasattr(recordings, "objects"): + objects = recordings.objects or [] + if objects: + recording = objects[0] + if isinstance(recording, dict): + url = recording.get("recording_url", "") + else: + url = getattr(recording, "recording_url", "") + if url: + return url + except Exception: + pass + time.sleep(3) + return None + + +def download_recording(url: str) -> bytes: + """Download recording audio from URL.""" + resp = httpx.get(url, follow_redirects=True, timeout=30.0) + resp.raise_for_status() + return resp.content + + +def transcribe_audio(audio_data: bytes) -> str: + """Transcribe MP3 audio using faster-whisper.""" + from faster_whisper import WhisperModel + + model = WhisperModel("base", device="cpu", compute_type="int8") + + with tempfile.NamedTemporaryFile(suffix=".mp3", delete=False) as file_handle: + file_handle.write(audio_data) + tmp_path = file_handle.name + + try: + segments, _ = model.transcribe(tmp_path, language="en") + return " ".join(segment.text.strip() for segment in segments).strip() + finally: + os.unlink(tmp_path) diff --git a/xai-realtime-native/tests/test_e2e_live.py b/xai-realtime-native/tests/test_e2e_live.py new file mode 100644 index 0000000..1115e05 --- /dev/null +++ b/xai-realtime-native/tests/test_e2e_live.py @@ -0,0 +1,160 @@ +"""End-to-end live tests for the xAI realtime voice agent.""" + +from __future__ import annotations + +import asyncio +import base64 +import io +import json +import os +import signal +import subprocess +import sys +import tempfile +import time +import uuid +import wave + +import httpx +import pytest +import websockets +from dotenv import load_dotenv + +load_dotenv() + +XAI_API_KEY = os.getenv("XAI_API_KEY", "") +TEST_PORT = 18001 +TEST_WS_URL = f"ws://localhost:{TEST_PORT}/ws" +TEST_HTTP_URL = f"http://localhost:{TEST_PORT}" + +pytestmark = pytest.mark.skipif(not XAI_API_KEY, reason="XAI_API_KEY not configured") + + +def pcmu_to_pcm16(audio_data: bytes) -> bytes: + import audioop + + return audioop.ulaw2lin(audio_data, 2) + + +def pcm16_to_wav(pcm_data: bytes, sample_rate: int = 8000) -> bytes: + buf = io.BytesIO() + with wave.open(buf, "wb") as wav_file: + wav_file.setnchannels(1) + wav_file.setsampwidth(2) + wav_file.setframerate(sample_rate) + wav_file.writeframes(pcm_data) + return buf.getvalue() + + +def transcribe_audio_local(audio_wav: bytes) -> str: + from faster_whisper import WhisperModel + + model = WhisperModel("base", device="cpu", compute_type="int8") + + with tempfile.NamedTemporaryFile(suffix=".wav", delete=False) as file_handle: + file_handle.write(audio_wav) + tmp_path = file_handle.name + + try: + segments, _ = model.transcribe(tmp_path, language="en") + return " ".join(segment.text.strip() for segment in segments).strip() + finally: + os.unlink(tmp_path) + + +async def collect_audio_from_ws(ws, timeout: float = 20.0, min_bytes: int = 3000) -> bytes: + audio_chunks = [] + total_bytes = 0 + start = time.time() + last_audio = start + + while time.time() - start < timeout: + silence = base64.b64encode(b"\xff" * 160).decode() + await ws.send(json.dumps({"event": "media", "media": {"payload": silence}})) + + try: + msg = await asyncio.wait_for(ws.recv(), timeout=0.1) + data = json.loads(msg) + if data.get("event") == "playAudio": + payload = data.get("media", {}).get("payload", "") + if payload: + chunk = base64.b64decode(payload) + audio_chunks.append(chunk) + total_bytes += len(chunk) + last_audio = time.time() + except (asyncio.TimeoutError, TimeoutError): + pass + except websockets.exceptions.ConnectionClosed: + break + + if total_bytes > min_bytes and (time.time() - last_audio) > 2.5: + break + + return b"".join(audio_chunks) + + +@pytest.fixture(scope="module") +def server_process(): + env = os.environ.copy() + env["SERVER_PORT"] = str(TEST_PORT) + + project_dir = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) + proc = subprocess.Popen( + [sys.executable, "-m", "inbound.server"], + cwd=project_dir, + env=env, + stdout=subprocess.PIPE, + stderr=subprocess.STDOUT, + ) + + ready = False + for _ in range(30): + try: + resp = httpx.get(TEST_HTTP_URL, timeout=1.0) + if resp.status_code == 200: + ready = True + break + except Exception: + pass + time.sleep(0.5) + + if not ready: + proc.terminate() + proc.wait() + output = proc.stdout.read().decode() if proc.stdout else "" + pytest.skip(f"Server did not start in time. Output:\n{output[:2000]}") + + yield proc + + os.kill(proc.pid, signal.SIGTERM) + try: + proc.wait(timeout=5) + except subprocess.TimeoutExpired: + proc.kill() + proc.wait() + + +class TestE2ELive: + @pytest.mark.asyncio + async def test_agent_greeting(self, server_process): + body_data = {"call_uuid": "test-e2e", "from": "+15551234567", "to": "+16572338892"} + body_b64 = base64.b64encode(json.dumps(body_data).encode()).decode() + ws_url = f"{TEST_WS_URL}?body={body_b64}" + + async with websockets.connect(ws_url, close_timeout=3) as ws: + start_event = { + "event": "start", + "start": {"callId": str(uuid.uuid4()), "streamId": str(uuid.uuid4())}, + } + await ws.send(json.dumps(start_event)) + pcmu_audio = await collect_audio_from_ws(ws, timeout=20, min_bytes=2000) + + assert len(pcmu_audio) > 2000, f"Greeting too short: {len(pcmu_audio)} bytes" + + pcm = pcmu_to_pcm16(pcmu_audio) + wav = pcm16_to_wav(pcm, sample_rate=8000) + transcript = transcribe_audio_local(wav) + + assert len(transcript) > 5, "Greeting transcript is too short" + greeting_words = ["hello", "hi", "help", "assist", "techflow"] + assert any(word in transcript.lower() for word in greeting_words) diff --git a/xai-realtime-native/tests/test_integration.py b/xai-realtime-native/tests/test_integration.py new file mode 100644 index 0000000..bad4118 --- /dev/null +++ b/xai-realtime-native/tests/test_integration.py @@ -0,0 +1,184 @@ +"""Unit and local integration tests for the xAI realtime example.""" + +from __future__ import annotations + +import asyncio +import base64 +import json +import os +import signal +import subprocess +import sys +import time +import uuid + +import httpx +import pytest +import websockets +from dotenv import load_dotenv + +from inbound.agent import XAIRealtimeAgent +from utils import normalize_phone_number + +load_dotenv() + +TEST_PORT = 18001 +LOCAL_WS_URL = f"ws://localhost:{TEST_PORT}/ws" +LOCAL_HTTP_URL = f"http://localhost:{TEST_PORT}" + + +class FakeWebSocket: + """Minimal WebSocket stand-in that yields queued frames then stops.""" + + def __init__(self, incoming: list[str]): + self._incoming = list(incoming) + self.sent: list[dict] = [] + + async def receive_text(self) -> str: + if self._incoming: + return self._incoming.pop(0) + raise Exception("1000 (normal closure)") + + async def send_text(self, data: str) -> None: + self.sent.append(json.loads(data)) + + +def make_agent(websocket: object = None, stream_id: str = "stream-1") -> XAIRealtimeAgent: + return XAIRealtimeAgent( + websocket=websocket, + call_id="call-1", + from_number="+14155550123", + stream_id=stream_id, + ) + + +class TestUnitConfig: + """Unit tests for session configuration and phone normalization.""" + + def test_session_config_uses_mulaw_passthrough_and_server_vad(self): + session = make_agent()._build_session_config()["session"] + + assert session["audio"]["input"]["format"]["type"] == "audio/pcmu" + assert session["audio"]["output"]["format"]["type"] == "audio/pcmu" + assert session["turn_detection"] == {"type": "server_vad"} + assert "input_audio_format" not in session + assert any(tool["name"] == "end_call" for tool in session["tools"]) + + @pytest.mark.asyncio + async def test_receive_from_plivo_forwards_payload_unchanged(self): + payload = "dGVzdC1tdWxhdw==" + ws = FakeWebSocket( + [ + json.dumps({"event": "media", "media": {"payload": payload}}), + json.dumps({"event": "stop"}), + ] + ) + agent = make_agent(ws) + agent._running = True + + sent: list[dict] = [] + + async def capture(message: dict) -> None: + sent.append(message) + + agent._realtime_send = capture # type: ignore[method-assign] + + await agent._receive_from_plivo() + + appended = [ + message for message in sent if message.get("type") == "input_audio_buffer.append" + ] + assert len(appended) == 1 + assert appended[0]["audio"] == payload + + def test_normalize_phone_number_e164(self): + assert normalize_phone_number("+1 657-233-8892") == "16572338892" + + +class TestLocalIntegration: + """Local server integration checks without placing real calls.""" + + @pytest.fixture(scope="class") + def server_process(self): + env = os.environ.copy() + env["SERVER_PORT"] = str(TEST_PORT) + + project_dir = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) + proc = subprocess.Popen( + [sys.executable, "-m", "inbound.server"], + cwd=project_dir, + env=env, + stdout=subprocess.PIPE, + stderr=subprocess.STDOUT, + ) + + ready = False + for _ in range(30): + try: + resp = httpx.get(LOCAL_HTTP_URL, timeout=1.0) + if resp.status_code == 200: + ready = True + break + except Exception: + pass + time.sleep(0.5) + + if not ready: + proc.terminate() + proc.wait() + output = proc.stdout.read().decode() if proc.stdout else "" + pytest.skip(f"Server did not start in time. Output:\n{output[:2000]}") + + yield proc + + os.kill(proc.pid, signal.SIGTERM) + try: + proc.wait(timeout=5) + except subprocess.TimeoutExpired: + proc.kill() + proc.wait() + + @pytest.mark.asyncio + async def test_local_health_check(self, server_process): + async with httpx.AsyncClient() as client: + response = await client.get(LOCAL_HTTP_URL) + assert response.status_code == 200 + assert response.json()["status"] == "ok" + + @pytest.mark.asyncio + async def test_local_answer_webhook(self, server_process): + async with httpx.AsyncClient() as client: + response = await client.post( + f"{LOCAL_HTTP_URL}/answer", + params={"CallUUID": "test123", "From": "+15551234567", "To": "+16572338892"}, + ) + assert response.status_code == 200 + assert "application/xml" in response.headers["content-type"] + assert " str: + """Normalize phone number to E.164 format (digits only, no leading +).""" + if not phone: + return "" + + try: + parsed = phonenumbers.parse(phone, default_region) + e164 = phonenumbers.format_number(parsed, phonenumbers.PhoneNumberFormat.E164) + return e164.lstrip("+") + except phonenumbers.NumberParseException as e: + logger.warning(f"Failed to parse phone number '{phone}': {e}") + return "".join(c for c in phone if c.isdigit()) diff --git a/xai-realtime-native/uv.lock b/xai-realtime-native/uv.lock new file mode 100644 index 0000000..1d1e397 --- /dev/null +++ b/xai-realtime-native/uv.lock @@ -0,0 +1,3900 @@ +version = 1 +revision = 3 +requires-python = ">=3.10" +resolution-markers = [ + "python_full_version >= '3.14'", + "python_full_version == '3.13.*'", + "python_full_version == '3.12.*'", + "python_full_version == '3.11.*'", + "python_full_version < '3.11'", +] + +[[package]] +name = "aiohappyeyeballs" +version = "2.7.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/ce/f4/eec0465c2f67b2664688d0240b3212d5196fd89e741df67ddb81f8d35658/aiohappyeyeballs-2.7.1.tar.gz", hash = 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