AI Documentation Platform

import OpenAI from "openai";
import { Pinecone } from "@pinecone-database/pinecone";

const openai = new OpenAI({ apiKey: process.env.OPENAI_API_KEY });
const pinecone = new Pinecone({ apiKey: process.env.PINECONE_API_KEY });

async function searchDocs(query: string) {
  const queryVector = await openai.embeddings.create({
    model: "text-embedding-3-small",
    input: query,
  });

  const index = pinecone.index("documentation");
  const results = await index.query({
    vector: queryVector.data[0].embedding,
    topK: 5,
  });

  return results.matches.map(m => m.metadata);
}