Files
esp32-server/app/hermes/__init__.py
Macky b8950b38a4 feat: Phase 1 testable bridge skeleton (18 tests green)
Xiaozhi WebSocket endpoint with handshake/auth, mock STT/TTS/Hermes
backends, Thai chunker, barge-in queue, latency logger, GPU planner,
voice-profile guard (reasoning=none, session_search only).

CON-002: no GPU/audio libs loaded at import. MUST-NOT-001: all model
names/tokens from config.
2026-10-03 11:45:31 +07:00

136 lines
4.9 KiB
Python

"""Hermes voice profile — the read/recall agent (REQ-004/005/008).
This is the ONLY bridge to Hermes/Qwen. It enforces the voice contract:
reasoning **none**, tools = ``session_search`` only, bounded working context,
multi-turn history. It never writes files, runs shell, or executes code
(MUST-NOT-003).
"""
from __future__ import annotations
import asyncio
from dataclasses import dataclass, field
from typing import AsyncIterator
@dataclass
class VoiceTurn:
text: str
# Populated when the voice profile performed a session_search call, so the
# caller can log which session(s) were recalled (REQ-008).
searched: str | None = None
# ---------------------------------------------------------------------------
# Voice profile — enforced, not aspirational (REQ-004 / AC-004)
# ---------------------------------------------------------------------------
class VoiceProfile:
"""Assertions live here so a bad config is caught at startup (AC-004)."""
def __init__(self, reasoning: str, tools: list[str]):
self.reasoning = reasoning
self.tools = tools
self._assert()
def _assert(self) -> None:
assert self.reasoning == "none", (
"Voice profile MUST be reasoning-none (REQ-004)."
)
assert "session_search" in self.tools, (
"Voice profile requires the session_search tool (REQ-008)."
)
# No write/exec tools are allowed (MUST-NOT-003).
forbidden = {"terminal", "shell", "write_file", "edit_file", "code_execution"}
leaked = forbidden & set(self.tools)
assert not leaked, f"Voice profile leaked exec/write tools: {leaked}"
# ---------------------------------------------------------------------------
# Session — multi-turn, bounded context (REQ-005 / Phase 17)
# ---------------------------------------------------------------------------
class VoiceSession:
def __init__(self, profile: VoiceProfile, max_turns: int = 12):
self.profile = profile
self.max_turns = max_turns
self._history: list[tuple[str, str]] = [] # (user, assistant)
def push(self, user: str, assistant: str) -> None:
self._history.append((user, assistant))
# Bounded: keep only the most recent N turns (Phase 17).
if len(self._history) > self.max_turns:
self._history = self._history[-self.max_turns :]
@property
def history(self) -> list[tuple[str, str]]:
return list(self._history)
class HermesClient:
"""Transport to the local Qwen voice profile.
``mock`` is deterministic (tests). ``openai_http`` talks to a local
Hermes/Qwen OpenAI-compatible endpoint (OQ-002 decides the exact surface).
"""
def __init__(self, cfg, profile: VoiceProfile):
self.cfg = cfg
self.profile = profile
self._session: VoiceSession | None = None
def session(self) -> VoiceSession:
if self._session is None:
self._session = VoiceSession(
self.profile, self.cfg.max_history_turns
)
return self._session
async def respond(
self, user_text: str, *, session_search_fn=None
) -> AsyncIterator[str]:
"""Yield the assistant answer as text chunks.
``session_search_fn(query)`` is injected by the caller (the session
layer) so the profile can recall other sessions without this module
importing the session-search implementation (keeps the transport
testable). The mock transport never needs it.
"""
if self.cfg.transport == "mock":
answer = f"รับทราบ: {user_text}"
for ch in _chunks(answer, 8):
yield ch
await asyncio.sleep(0)
return
# openai_http — real path (kept minimal; OQ-002 finalizes surface).
import httpx # lazy
msgs = [
{"role": "system", "content": "You are the user's voice companion."},
*[
m for pair in self.session().history for m in (
{"role": "user", "content": pair[0]},
{"role": "assistant", "content": pair[1]},
)
],
{"role": "user", "content": user_text},
]
async with httpx.AsyncClient() as client:
async with client.stream(
"POST",
f"{self.cfg.base_url}/chat/completions",
json={
"messages": msgs,
"stream": True,
"reasoning": self.profile.reasoning,
"tools": self.profile.tools,
},
headers={"Authorization": f"Bearer {self.cfg.api_key}"},
) as r:
r.raise_for_status()
async for line in r.aiter_lines():
if line.startswith("data: "):
yield line[6:]
def _chunks(s: str, n: int) -> list[str]:
return [s[i : i + n] for i in range(0, len(s), n)] or [""]