Prometheus AI Overview

# apps/intelligence/app/main.py
from fastapi import FastAPI
from contextlib import asynccontextmanager

@asynccontextmanager
async def lifespan(app: FastAPI):
    # Startup: initialize Claude client, load market data
    app.state.claude = anthropic.Anthropic()
    app.state.market_data = MarketDataService()
    yield
    # Shutdown: cleanup

app = FastAPI(title="Prometheus", lifespan=lifespan)

app.include_router(chat_router, prefix="/intelligence")
app.include_router(insights_router, prefix="/intelligence")
app.include_router(risk_router, prefix="/intelligence")

def build_system_prompt(portfolio: dict, market: dict) -> str:
    return f"""You are Prometheus, Nester's AI financial advisor.

Current portfolio:
{json.dumps(portfolio, indent=2)}

Market conditions:
{json.dumps(market, indent=2)}

Rules:
1. Never recommend executing trades without user approval
2. Always explain your reasoning in plain language
3. Provide confidence levels (0-100%) for recommendations
4. Consider the user's risk tolerance and time horizon
5. Flag any risks or concerns clearly
6. Use specific numbers from the portfolio data
"""