Files
personal-ai-assistant/backend/app/services/ai_service.py
dolgolyov.alexei 70469beef8 Phase 2: Chat & AI Core — Claude API streaming, chat UI, admin context
Backend:
- Chat, Message, ContextFile models + Alembic migration
- Chat CRUD with per-user limit enforcement (max_chats)
- SSE streaming endpoint: saves user message, streams Claude response,
  saves assistant message with token usage metadata
- Context assembly: primary context file + conversation history
- Admin context CRUD (GET/PUT with version tracking)
- Anthropic SDK integration with async streaming
- Chat ownership isolation (users can't access each other's chats)

Frontend:
- Chat page with sidebar chat list + main chat window
- Real-time SSE streaming via fetch + ReadableStream
- Message bubbles with Markdown rendering (react-markdown)
- Auto-growing message input (Enter to send, Shift+Enter newline)
- Zustand chat store for streaming state management
- Admin primary context editor with unsaved changes warning
- Updated routing: /chat, /chat/:chatId, /admin/context
- Enabled Chat and Admin sidebar navigation
- English + Russian translations for all new UI

Infrastructure:
- nginx: disabled proxy buffering for SSE support
- Added ANTHROPIC_API_KEY and CLAUDE_MODEL to config

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-19 12:38:30 +03:00

109 lines
3.5 KiB
Python

import json
import uuid
from collections.abc import AsyncGenerator
from anthropic import AsyncAnthropic
from sqlalchemy import select
from sqlalchemy.ext.asyncio import AsyncSession
from app.config import settings
from app.models.chat import Chat
from app.models.message import Message
from app.services.context_service import DEFAULT_SYSTEM_PROMPT, get_primary_context
from app.services.chat_service import get_chat, save_message
client = AsyncAnthropic(api_key=settings.ANTHROPIC_API_KEY)
async def assemble_context(
db: AsyncSession, chat_id: uuid.UUID, user_message: str
) -> tuple[str, list[dict]]:
"""Assemble system prompt and messages for Claude API."""
# 1. Primary context
ctx = await get_primary_context(db)
system_prompt = ctx.content if ctx and ctx.content.strip() else DEFAULT_SYSTEM_PROMPT
# 2. Conversation history
result = await db.execute(
select(Message)
.where(Message.chat_id == chat_id, Message.role.in_(["user", "assistant"]))
.order_by(Message.created_at.asc())
)
history = result.scalars().all()
messages = [{"role": msg.role, "content": msg.content} for msg in history]
# 3. Current user message
messages.append({"role": "user", "content": user_message})
return system_prompt, messages
def _sse_event(event: str, data: dict) -> str:
return f"event: {event}\ndata: {json.dumps(data)}\n\n"
async def stream_ai_response(
db: AsyncSession, chat_id: uuid.UUID, user_id: uuid.UUID, user_message: str
) -> AsyncGenerator[str, None]:
"""Stream AI response as SSE events."""
# Verify ownership
chat = await get_chat(db, chat_id, user_id)
# Save user message
await save_message(db, chat_id, "user", user_message)
await db.commit()
try:
# Assemble context
system_prompt, messages = await assemble_context(db, chat_id, user_message)
# Stream from Claude
full_content = ""
assistant_msg_id = str(uuid.uuid4())
yield _sse_event("message_start", {"message_id": assistant_msg_id})
async with client.messages.stream(
model=settings.CLAUDE_MODEL,
max_tokens=4096,
system=system_prompt,
messages=messages,
) as stream:
async for text in stream.text_stream:
full_content += text
yield _sse_event("content_delta", {"delta": text})
# Get final message for metadata
final_message = await stream.get_final_message()
metadata = {
"model": final_message.model,
"input_tokens": final_message.usage.input_tokens,
"output_tokens": final_message.usage.output_tokens,
}
# Save assistant message
saved_msg = await save_message(db, chat_id, "assistant", full_content, metadata)
await db.commit()
# Update chat title if first exchange
result = await db.execute(
select(Message).where(Message.chat_id == chat_id, Message.role == "assistant")
)
assistant_count = len(result.scalars().all())
if assistant_count == 1 and chat.title == "New Chat":
# Auto-generate title from first few words
title = full_content[:50].split("\n")[0].strip()
if len(title) > 40:
title = title[:40] + "..."
chat.title = title
await db.commit()
yield _sse_event("message_end", {
"message_id": str(saved_msg.id),
"metadata": metadata,
})
except Exception as e:
yield _sse_event("error", {"detail": str(e)})