From 67821250fd3be1439eeed7c896e652c08d380f3c Mon Sep 17 00:00:00 2001 From: sal Date: Sun, 31 May 2026 23:08:14 +0900 Subject: [PATCH] Tag metadata tokens as {\"__meta\"} to separate TTS from progress messages stream_response() now yields plain str for actual answer tokens and {\"__meta\": str} dicts for progress/thinking/source metadata. Consumers (WebUI, Telegram) can filter __meta tokens for TTS/display. Co-Authored-By: Claude Sonnet 4.6 --- docs/ROADMAP.md | 43 ++++++++++++---------- services/agent/agent_service.py | 62 +++++++++++++++++--------------- 사고과정.png | Bin 0 -> 67312 bytes 3 files changed, 58 insertions(+), 47 deletions(-) create mode 100644 사고과정.png diff --git a/docs/ROADMAP.md b/docs/ROADMAP.md index df88f53..e508f37 100644 --- a/docs/ROADMAP.md +++ b/docs/ROADMAP.md @@ -220,30 +220,36 @@ turns = conversation_repository.load_turns_after(self._conv_id, None, limit=10) --- -## Phase 21 — Telegram Bot ★★☆ +## ✅ Phase 21 — Telegram Bot ★★☆ **배경**: Gradio Web UI는 브라우저에서만 사용 가능. 텔레그램으로 이동 중에도 율봇과 대화하고 싶음. -**구현 방식**: `AgentService`를 직접 임포트 — 별도 API 서버 없이 동일 머신에서 실행. +**구현 방식**: youlbot REST API(Phase 22) 호출 — `youlbot-telegram/` 별도 프로젝트로 분리. ``` -telegram_bot.py -├── Application (python-telegram-bot >= 20.0, async) -├── /start, /reset CommandHandler -├── MessageHandler → agent.stream_response() → message.edit_text() (타이핑 효과) -└── Telegram user_id → youlbot user_id 매핑 (멀티유저 그대로 활용) +youlbot-telegram/ +├── bot.py ← Application (python-telegram-bot >= 20.0, async) +│ ├── /start, /reset CommandHandler +│ └── MessageHandler → api_client.chat() → edit_message_text() (타이핑 효과) +├── api_client.py ← httpx 기반 REST API 클라이언트 (chat/reset) +├── .env ← TELEGRAM_BOT_TOKEN, YOULBOT_API_URL, 유저 ID 매핑 +└── requirements.txt ``` **구현 내용**: - `python-telegram-bot>=20.0` (asyncio 기반) -- `telegram_bot.py` — 새 진입점 (`python telegram_bot.py`로 실행) -- `/start` — 환영 메시지 + 사용법 안내 -- `/reset` — 대화 이력 초기화 (`agent.reset()`) -- 일반 메시지 → `agent.stream_response()` → 500자 단위 실시간 편집 (Telegram `edit_message_text`) -- `telegram_user_id`를 `user_id`로 사용 → 기존 멀티유저·메모리·DB 구조 그대로 재사용 -- `.env` `TELEGRAM_BOT_TOKEN` 추가 +- `youlbot-telegram/bot.py` — 새 진입점 (`python bot.py`로 실행) +- `/start` — 환영 메시지 + 매핑된 youlbot 사용자 이름 표시 +- `/reset` — `api_client.reset(user_id)` 호출로 대화 이력 초기화 +- 일반 메시지 → `api_client.chat()` SSE 스트리밍 → 0.6초 간격 실시간 편집 +- Telegram numeric ID → youlbot user_id `.env` 매핑 (`USER_아록_TELEGRAM_ID` 등) +- 미등록 사용자에게 Telegram ID 안내 메시지 표시 -**제약**: 동일 머신에서만 실행 가능 (원격 실행은 Phase 22 REST API 필요) +**실행 방법**: +```bash +cd youlbot-telegram +python bot.py +``` **난이도**: 중간 | **임팩트**: 높음 (모바일·이동 중 접근) @@ -292,7 +298,7 @@ async def ask_youlbot(message: str, user_id: str) -> str: --- -## Phase 23 — WebUI 분리 (youlbot-webui 별도 프로젝트) ★★☆ +## ✅ Phase 23 — WebUI 분리 (youlbot-webui 별도 프로젝트) ★★☆ **배경**: 현재 `app.py`(Gradio)는 `container.py`를 직접 import해 서비스를 사용한다. REST API(Phase 22)를 완성했으므로, WebUI를 독립 프로젝트로 분리해 API만 호출하도록 변경한다. @@ -401,8 +407,8 @@ docker-compose.yml ``` 단기 (1~2주) 중기 (1개월) 장기 ──────────────────────── ────────────────────── ────────────────── -Phase 21 Telegram Bot → Phase 20 RAGAS 평가 → Phase 16 (Docker) - → Phase 15 (모델선택) → Phase 17 (멀티모달) +Phase 20 RAGAS 평가 → Phase 15 (모델선택) → Phase 16 (Docker) + → Phase 17 (멀티모달) ``` ### 우선순위 매트릭스 @@ -427,8 +433,9 @@ Phase 21 Telegram Bot → Phase 20 RAGAS 평가 → Phase 16 (Docker) | Phase 13-B Reranker | ✅ 완료 | — | — | — | | Phase 18 Hybrid Search | ✅ 완료 | — | — | — | | Phase 19 Query Rewriting | ✅ 완료 | — | — | — | -| Phase 21 Telegram Bot | 🔲 신규 | 중간 | 높음 | ⭐ 1순위 (REST API 활용) | +| Phase 21 Telegram Bot | ✅ 완료 | — | — | — | | Phase 22 REST API | ✅ 완료 | — | — | — | +| Phase 23 WebUI 분리 | ✅ 완료 | — | — | — | | Phase 20 RAGAS 평가 | 🔲 신규 | 중간 | 중간 | 3순위 | | Phase 15 모델 선택 | 🔲 미완 | 중간 | 중간 | 4순위 | | Phase 16 Docker | 🔲 미완 | 높음 | 중간 | 5순위 | diff --git a/services/agent/agent_service.py b/services/agent/agent_service.py index d82ddc1..7072147 100644 --- a/services/agent/agent_service.py +++ b/services/agent/agent_service.py @@ -216,8 +216,12 @@ class AgentService: def _make_config(self, show_thinking: bool = False) -> dict: return {"configurable": {"thread_id": self._thread_id, "show_thinking": show_thinking}} - async def stream_response(self, user_input: str, show_thinking: bool | None = None) -> AsyncIterator[str]: - """사용자 입력을 받아 응답 토큰을 순서대로 yield한다.""" + async def stream_response(self, user_input: str, show_thinking: bool | None = None) -> AsyncIterator[str | dict]: + """사용자 입력을 받아 응답 토큰을 순서대로 yield한다. + + 실제 답변: plain str + 진행/thinking/출처 메타데이터: {"__meta": str} ← 소비자가 TTS 등에서 필터링 가능 + """ _think_verbose = show_thinking if show_thinking is not None else self._think_verbose self._source_buffer.clear() run_id = uuid.uuid4() @@ -248,25 +252,25 @@ class AgentService: if isinstance(data, dict) and "__query_rewrite" in data: info = data["__query_rewrite"] if lg or self._rag_verbose: - yield f'\n쿼리 최적화: "{info["original"]}" → "{info["rewritten"]}"\n' + yield {"__meta": f'\n쿼리 최적화: "{info["original"]}" → "{info["rewritten"]}"\n'} continue if isinstance(data, dict) and "__thinking" in data: # thinking 첫 토큰 도착 시 agent 레이블 + prev_node 갱신 if "agent" != prev_node: if thinking_open: - yield "\n[/사고 과정]\n" + yield {"__meta": "\n[/사고 과정]\n"} thinking_open = False content_started = False if lg: elapsed = time.perf_counter() - start_time label = "agent: 검색 결과 반영 중" if prev_node == "tools" else "agent: 질문 분석 중" - yield f"\n[LangGraph → {label}] ({elapsed:.2f}s)\n" + yield {"__meta": f"\n[LangGraph → {label}] ({elapsed:.2f}s)\n"} prev_node = "agent" if _think_verbose: if not thinking_open: - yield "\n[사고 과정]\n" + yield {"__meta": "\n[사고 과정]\n"} thinking_open = True - yield data["__thinking"] + yield {"__meta": data["__thinking"]} continue # ── messages 이벤트 ────────────────────────────────────── @@ -277,44 +281,44 @@ class AgentService: # (agent 레이블은 custom 이벤트 핸들러에서 이미 처리될 수 있으므로 중복 방지) if node != prev_node: if thinking_open: - yield "\n[/사고 과정]\n" + yield {"__meta": "\n[/사고 과정]\n"} thinking_open = False content_started = False if lg: elapsed = time.perf_counter() - start_time if node == "agent": label = "agent: 검색 결과 반영 중" if prev_node == "tools" else "agent: 질문 분석 중" - yield f"\n[LangGraph → {label}] ({elapsed:.2f}s)\n" + yield {"__meta": f"\n[LangGraph → {label}] ({elapsed:.2f}s)\n"} elif node == "query_rewrite": - yield f"\n[LangGraph → query_rewrite: 쿼리 최적화 중] ({elapsed:.2f}s)\n" + yield {"__meta": f"\n[LangGraph → query_rewrite: 쿼리 최적화 중] ({elapsed:.2f}s)\n"} elif node == "tools": - yield f"\n[LangGraph → tools: 도구 실행 중] ({elapsed:.2f}s)\n" + yield {"__meta": f"\n[LangGraph → tools: 도구 실행 중] ({elapsed:.2f}s)\n"} prev_node = node # ── agent 노드 — AIMessageChunk만 처리 (중복 방지) ────── if node == "agent" and isinstance(chunk, AIMessageChunk): if chunk.tool_calls: if thinking_open: - yield "\n[/사고 과정]\n" + yield {"__meta": "\n[/사고 과정]\n"} thinking_open = False for tc in chunk.tool_calls: pending_tool_calls[tc["id"]] = tc if tc.get("name") == "search_documents": query = tc.get("args", {}).get("query", "") - yield f'\n문서 검색 중... ("{query}")\n' if query else "\n문서 검색 중...\n" + yield {"__meta": f'\n문서 검색 중... ("{query}")\n'} if query else {"__meta": "\n문서 검색 중...\n"} elif tc.get("name") == "web_search": query = tc.get("args", {}).get("query", "") - yield f'\n웹 검색 중... ("{query}")\n' if query else "\n웹 검색 중...\n" + yield {"__meta": f'\n웹 검색 중... ("{query}")\n'} if query else {"__meta": "\n웹 검색 중...\n"} elif lg: args_str = ", ".join(f'{k}="{v}"' for k, v in tc["args"].items()) - yield f" [tool_call: {tc['name']}({args_str})]\n" + yield {"__meta": f" [tool_call: {tc['name']}({args_str})]\n"} elif chunk.content: if thinking_open: - yield "\n[/사고 과정]\n" + yield {"__meta": "\n[/사고 과정]\n"} thinking_open = False if lg and not content_started: - yield "\n[LangGraph → agent: 최종 답변 생성]\n\n" + yield {"__meta": "\n[LangGraph → agent: 최종 답변 생성]\n\n"} content_started = True response_content += chunk.content yield chunk.content @@ -325,12 +329,12 @@ class AgentService: if not content_started and not thinking_open: thinking = chunk.additional_kwargs.get("thinking", "") if thinking and _think_verbose: - yield "\n[사고 과정]\n" - yield thinking - yield "\n[/사고 과정]\n" + yield {"__meta": "\n[사고 과정]\n"} + yield {"__meta": thinking} + yield {"__meta": "\n[/사고 과정]\n"} if chunk.content: if lg: - yield "\n[LangGraph → agent: 최종 답변 생성]\n\n" + yield {"__meta": "\n[LangGraph → agent: 최종 답변 생성]\n\n"} response_content += chunk.content yield chunk.content @@ -338,25 +342,25 @@ class AgentService: elif node == "tools" and hasattr(chunk, "name") and chunk.name == "search_documents": if lg: result_lines = [b for b in chunk.content.split("\n\n") if b.strip()] - yield f" [결과: {len(result_lines)}개 문서 반환 → agent 복귀]\n" + yield {"__meta": f" [결과: {len(result_lines)}개 문서 반환 → agent 복귀]\n"} if self._rag_verbose: tc = pending_tool_calls.get(chunk.tool_call_id, {}) query = tc.get("args", {}).get("query", "") - yield f'\n[문서 검색: "{query}"]\n' + yield {"__meta": f'\n[문서 검색: "{query}"]\n'} for block in chunk.content.split("\n\n"): if block.strip(): preview = block.strip().replace("\n", " ")[:80] - yield f" → {preview}\n" - yield "\n" + yield {"__meta": f" → {preview}\n"} + yield {"__meta": "\n"} elif node == "tools" and hasattr(chunk, "name") and chunk.name == "web_search": if lg: result_lines = [b for b in chunk.content.split("\n\n") if b.strip()] 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