AI Dev Tool: Clef Opensource decision models

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Preview Code

```python
# AI Dev Tool: FastAPI Vector Database Starter
# =============================================
# A production-ready starter boilerplate for building vector database-powered micro-SaaS applications
# using FastAPI, Pydantic, and Faiss.

from fastapi import FastAPI, HTTPException
from pydantic import BaseModel
from typing import List, Optional
import faiss
import numpy as np

app = FastAPI()

# Define a Pydantic model for vector data
class VectorData(BaseModel):
    """Vector data model"""
    id: int
    vector: List[float]

# Initialize a Faiss index
index = faiss.IndexFlatL2(128)  # 128-dimensional vector space

# Define a route for adding vectors to the index
@app.post("/vectors/")
# ... full runnable version includes tests & documentation