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Update megumin_agent/chat.py
Browse files- megumin_agent/chat.py +64 -0
megumin_agent/chat.py
CHANGED
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@@ -2,6 +2,7 @@ from __future__ import annotations
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import uuid
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from dataclasses import dataclass
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from .bootstrap import bootstrap_environment
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@@ -17,6 +18,8 @@ from .retrieval import JsonQaRetriever
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APP_NAME = "megumin_rag_app"
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@dataclass
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@@ -25,6 +28,61 @@ class ChatServices:
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session_service: InMemorySessionService
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def create_chat_services() -> ChatServices:
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JsonQaRetriever(DATASET_DIR).warmup()
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session_service = InMemorySessionService()
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@@ -68,4 +126,10 @@ async def chat_once(
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if text and event.author != "user":
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last_text = text
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return last_text, active_session_id
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import uuid
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from dataclasses import dataclass
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from typing import Iterable
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from .bootstrap import bootstrap_environment
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APP_NAME = "megumin_rag_app"
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MAX_TURNS_IN_CONTEXT = 6
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SUMMARY_MAX_CHARS = 800
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@dataclass
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session_service: InMemorySessionService
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def _event_texts(events: Iterable) -> list[str]:
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lines: list[str] = []
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for event in events:
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if not getattr(event, "content", None) or not event.content.parts:
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continue
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text_parts = [
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getattr(part, "text", None)
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for part in event.content.parts
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if getattr(part, "text", None)
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]
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if not text_parts:
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continue
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author = "user" if event.author == "user" else "assistant"
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lines.append(f"{author}: {' '.join(text_parts).strip()}")
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return lines
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def _compress_summary(previous_summary: str, new_lines: list[str]) -> str:
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pieces = [previous_summary.strip()] if previous_summary.strip() else []
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if new_lines:
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pieces.append(" / ".join(new_lines))
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summary = " | ".join(piece for piece in pieces if piece).strip()
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if len(summary) <= SUMMARY_MAX_CHARS:
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return summary
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return "..." + summary[-(SUMMARY_MAX_CHARS - 3) :]
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def _trim_session_history(
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services: ChatServices,
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*,
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user_id: str,
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session_id: str,
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) -> None:
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session_store = services.session_service.sessions
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storage_session = (
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session_store.get(APP_NAME, {})
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.get(user_id, {})
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.get(session_id)
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)
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if storage_session is None:
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return
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max_events = MAX_TURNS_IN_CONTEXT * 2
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if len(storage_session.events) <= max_events:
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return
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overflow = storage_session.events[:-max_events]
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storage_session.events = storage_session.events[-max_events:]
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previous_summary = str(storage_session.state.get("conversation_summary", ""))
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storage_session.state["conversation_summary"] = _compress_summary(
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previous_summary,
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_event_texts(overflow),
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)
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def create_chat_services() -> ChatServices:
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JsonQaRetriever(DATASET_DIR).warmup()
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session_service = InMemorySessionService()
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if text and event.author != "user":
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last_text = text
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_trim_session_history(
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services,
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user_id=user_id,
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session_id=active_session_id,
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)
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return last_text, active_session_id
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