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AI-VideoAssistant-Engine-V2/README.md
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# py-active-call-cc
Python Active-Call: real-time audio streaming with WebSocket and WebRTC.
This repo contains a Python 3.11+ codebase for building low-latency voice
pipelines (capture, stream, and process audio) using WebRTC and WebSockets.
It is currently in an early, experimental stage.
# Usage
启动
```
uvicorn app.main:app --reload --host 0.0.0.0 --port 8000
```
使用 agent profile推荐
```
python -m app.main --agent-profile default
```
使用指定 YAML
```
python -m app.main --agent-config config/agents/default.yaml
```
Agent 配置路径优先级
1. `--agent-config`
2. `--agent-profile`(映射到 `config/agents/<profile>.yaml`
3. `AGENT_CONFIG_PATH`
4. `AGENT_PROFILE`
5. `config/agents/default.yaml`(若存在)
说明
- Agent 相关配置是严格模式YAML 缺少必须项会直接报错,不会回退到 `.env` 或代码默认值。
- 如果要引用环境变量,请在 YAML 显式写 `${ENV_VAR}`
- `siliconflow` 独立 section 已移除;请在 `agent.llm / agent.tts / agent.asr` 内通过 `provider``api_key``api_url``model` 配置。
## Backend Integration
Engine runtime now supports adapter-based backend integration:
- `BACKEND_MODE=auto|http|disabled`
- `BACKEND_URL` + `BACKEND_TIMEOUT_SEC`
- `HISTORY_ENABLED=true|false`
Behavior:
- `auto`: use HTTP backend only when `BACKEND_URL` is set, otherwise engine-only mode.
- `http`: force HTTP backend; falls back to engine-only mode when URL is missing.
- `disabled`: force engine-only mode (no backend calls).
History write path is now asynchronous and buffered per session:
- `HISTORY_QUEUE_MAX_SIZE`
- `HISTORY_RETRY_MAX_ATTEMPTS`
- `HISTORY_RETRY_BACKOFF_SEC`
- `HISTORY_FINALIZE_DRAIN_TIMEOUT_SEC`
This keeps turn processing responsive even when backend history APIs are slow/failing.
Detailed notes: `docs/backend_integration.md`.
测试
```
python examples/test_websocket.py
```
```
python mic_client.py
```
## WS Protocol
`/ws` uses a strict `v1` JSON control protocol with binary PCM audio frames.
See `docs/ws_v1_schema.md`.