From eb0eb26f4cefa4880c895ff017f312e8674f9b73 Mon Sep 17 00:00:00 2001
From: karpathy <andrej.karpathy@gmail.com>
Date: Sat, 22 Nov 2025 14:27:53 -0800
Subject: v0

---
 backend/main.py | 115 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 115 insertions(+)
 create mode 100644 backend/main.py

(limited to 'backend/main.py')

diff --git a/backend/main.py b/backend/main.py
new file mode 100644
index 0000000..cbb836f
--- /dev/null
+++ b/backend/main.py
@@ -0,0 +1,115 @@
+"""FastAPI backend for LLM Council."""
+
+from fastapi import FastAPI, HTTPException
+from fastapi.middleware.cors import CORSMiddleware
+from pydantic import BaseModel
+from typing import List, Dict, Any
+import uuid
+
+from . import storage
+from .council import run_full_council
+
+app = FastAPI(title="LLM Council API")
+
+# Enable CORS for local development
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=["http://localhost:5173", "http://localhost:3000"],
+    allow_credentials=True,
+    allow_methods=["*"],
+    allow_headers=["*"],
+)
+
+
+class CreateConversationRequest(BaseModel):
+    """Request to create a new conversation."""
+    pass
+
+
+class SendMessageRequest(BaseModel):
+    """Request to send a message in a conversation."""
+    content: str
+
+
+class ConversationMetadata(BaseModel):
+    """Conversation metadata for list view."""
+    id: str
+    created_at: str
+    message_count: int
+
+
+class Conversation(BaseModel):
+    """Full conversation with all messages."""
+    id: str
+    created_at: str
+    messages: List[Dict[str, Any]]
+
+
+@app.get("/")
+async def root():
+    """Health check endpoint."""
+    return {"status": "ok", "service": "LLM Council API"}
+
+
+@app.get("/api/conversations", response_model=List[ConversationMetadata])
+async def list_conversations():
+    """List all conversations (metadata only)."""
+    return storage.list_conversations()
+
+
+@app.post("/api/conversations", response_model=Conversation)
+async def create_conversation(request: CreateConversationRequest):
+    """Create a new conversation."""
+    conversation_id = str(uuid.uuid4())
+    conversation = storage.create_conversation(conversation_id)
+    return conversation
+
+
+@app.get("/api/conversations/{conversation_id}", response_model=Conversation)
+async def get_conversation(conversation_id: str):
+    """Get a specific conversation with all its messages."""
+    conversation = storage.get_conversation(conversation_id)
+    if conversation is None:
+        raise HTTPException(status_code=404, detail="Conversation not found")
+    return conversation
+
+
+@app.post("/api/conversations/{conversation_id}/message")
+async def send_message(conversation_id: str, request: SendMessageRequest):
+    """
+    Send a message and run the 3-stage council process.
+    Returns the complete response with all stages.
+    """
+    # Check if conversation exists
+    conversation = storage.get_conversation(conversation_id)
+    if conversation is None:
+        raise HTTPException(status_code=404, detail="Conversation not found")
+
+    # Add user message
+    storage.add_user_message(conversation_id, request.content)
+
+    # Run the 3-stage council process
+    stage1_results, stage2_results, stage3_result, metadata = await run_full_council(
+        request.content
+    )
+
+    # Add assistant message with all stages
+    storage.add_assistant_message(
+        conversation_id,
+        stage1_results,
+        stage2_results,
+        stage3_result
+    )
+
+    # Return the complete response with metadata
+    return {
+        "stage1": stage1_results,
+        "stage2": stage2_results,
+        "stage3": stage3_result,
+        "metadata": metadata
+    }
+
+
+if __name__ == "__main__":
+    import uvicorn
+    uvicorn.run(app, host="0.0.0.0", port=8001)
-- 
cgit v1.2.3