Python: ChatKit sample fixes (#2174)

* sample fixes

* Update thread naming
This commit is contained in:
Evan Mattson
2025-11-14 08:02:31 +09:00
committed by GitHub
Unverified
parent 15d0bda8a2
commit a75590eb9b
5 changed files with 151 additions and 67 deletions
+124 -33
View File
@@ -16,11 +16,43 @@ from random import randint
from typing import Annotated, Any
import uvicorn
# Agent Framework imports
from agent_framework import AgentRunResponseUpdate, ChatAgent, ChatMessage, FunctionResultContent, Role
from agent_framework.azure import AzureOpenAIChatClient
# Agent Framework ChatKit integration
from agent_framework_chatkit import ThreadItemConverter, stream_agent_response
# Local imports
from attachment_store import FileBasedAttachmentStore
from azure.identity import AzureCliCredential
# ChatKit imports
from chatkit.actions import Action
from chatkit.server import ChatKitServer
from chatkit.store import StoreItemType, default_generate_id
from chatkit.types import (
ThreadItem,
ThreadItemDoneEvent,
ThreadMetadata,
ThreadStreamEvent,
UserMessageItem,
WidgetItem,
)
from chatkit.widgets import WidgetRoot
from fastapi import FastAPI, File, Request, UploadFile
from fastapi.middleware.cors import CORSMiddleware
from fastapi.responses import FileResponse, JSONResponse, Response, StreamingResponse
from pydantic import Field
from store import SQLiteStore
from weather_widget import (
WeatherData,
city_selector_copy_text,
render_city_selector_widget,
render_weather_widget,
weather_widget_copy_text,
)
# ============================================================================
# Configuration Constants
@@ -56,37 +88,6 @@ logging.basicConfig(
)
logger = logging.getLogger(__name__)
# Agent Framework imports
from agent_framework import AgentRunResponseUpdate, ChatAgent, ChatMessage, FunctionResultContent, Role
from agent_framework.azure import AzureOpenAIChatClient
# Agent Framework ChatKit integration
from agent_framework_chatkit import ThreadItemConverter, stream_agent_response
# Local imports
from attachment_store import FileBasedAttachmentStore
# ChatKit imports
from chatkit.actions import Action
from chatkit.server import ChatKitServer
from chatkit.store import StoreItemType, default_generate_id
from chatkit.types import (
ThreadItemDoneEvent,
ThreadMetadata,
ThreadStreamEvent,
UserMessageItem,
WidgetItem,
)
from chatkit.widgets import WidgetRoot
from store import SQLiteStore
from weather_widget import (
WeatherData,
city_selector_copy_text,
render_city_selector_widget,
render_weather_widget,
weather_widget_copy_text,
)
class WeatherResponse(str):
"""A string response that also carries WeatherData for widget creation."""
@@ -238,6 +239,81 @@ class WeatherChatKitServer(ChatKitServer[dict[str, Any]]):
"""
return await attachment_store.read_attachment_bytes(attachment_id)
async def _update_thread_title(
self, thread: ThreadMetadata, thread_items: list[ThreadItem], context: dict[str, Any]
) -> None:
"""Update thread title using LLM to generate a concise summary.
Args:
thread: The thread metadata to update.
thread_items: All items in the thread.
context: The context dictionary.
"""
logger.info(f"Attempting to update thread title for thread: {thread.id}")
if not thread_items:
logger.debug("No thread items available for title generation")
return
# Collect user messages to understand the conversation topic
user_messages: list[str] = []
for item in thread_items:
if isinstance(item, UserMessageItem) and item.content:
for content_part in item.content:
if hasattr(content_part, "text") and isinstance(content_part.text, str):
user_messages.append(content_part.text)
break
if not user_messages:
logger.debug("No user messages found for title generation")
return
logger.debug(f"Found {len(user_messages)} user message(s) for title generation")
try:
# Use the agent's chat client to generate a concise title
# Combine first few messages to capture the conversation topic
conversation_context = "\n".join(user_messages[:3])
title_prompt = [
ChatMessage(
role=Role.USER,
text=(
f"Generate a very short, concise title (max 40 characters) for a conversation "
f"that starts with:\n\n{conversation_context}\n\n"
"Respond with ONLY the title, nothing else."
),
)
]
# Use the chat client directly for a quick, lightweight call
response = await self.weather_agent.chat_client.get_response(
messages=title_prompt,
temperature=0.3,
max_tokens=20,
)
if response.messages and response.messages[-1].text:
title = response.messages[-1].text.strip().strip('"').strip("'")
# Ensure it's not too long
if len(title) > 50:
title = title[:47] + "..."
thread.title = title
await self.store.save_thread(thread, context)
logger.info(f"Updated thread {thread.id} title to: {title}")
except Exception as e:
logger.warning(f"Failed to generate thread title, using fallback: {e}")
# Fallback to simple truncation
first_message: str = user_messages[0]
title: str = first_message[:50].strip()
if len(first_message) > 50:
title += "..."
thread.title = title
await self.store.save_thread(thread, context)
logger.info(f"Updated thread {thread.id} title to (fallback): {title}")
async def respond(
self,
thread: ThreadMetadata,
@@ -263,8 +339,19 @@ class WeatherChatKitServer(ChatKitServer[dict[str, Any]]):
weather_data: WeatherData | None = None
show_city_selector = False
# Convert ChatKit user message to Agent Framework ChatMessage using ThreadItemConverter
agent_messages = await self.converter.to_agent_input(input_user_message)
# Load full thread history from the store
thread_items_page = await self.store.load_thread_items(
thread_id=thread.id,
after=None,
limit=1000,
order="asc",
context=context,
)
thread_items = thread_items_page.data
# Convert ALL thread items to Agent Framework ChatMessages using ThreadItemConverter
# This ensures the agent has the full conversation context
agent_messages = await self.converter.to_agent_input(thread_items)
if not agent_messages:
logger.warning("No messages after conversion")
@@ -330,6 +417,10 @@ class WeatherChatKitServer(ChatKitServer[dict[str, Any]]):
yield widget_event
logger.debug("City selector widget streamed successfully")
# Update thread title based on first user message if not already set
if not thread.title or thread.title == "New thread":
await self._update_thread_title(thread, thread_items, context)
logger.info(f"Completed processing message for thread: {thread.id}")
except Exception as e: