Starseekers

Starseekers is a Next.js application that embeds your starred GitHub repositories and lets you run semantic search across them. It uses OpenAI embeddings and a Pinecone vector index to stay lightweight and fast.

Features

• Sign in with GitHub OAuth to obtain a user token
• Sync the starred repository list via the GitHub API and store embeddings in Pinecone
• Hash description/topic/language to regenerate only changed items
• Embed queries and search vectors within a per-user namespace
• Single-page UI powered by NextAuth and the App Router

Environment variables

Set the following values in .env.local (or similar):

GITHUB_ID=<github oauth client id>
GITHUB_SECRET=<github oauth client secret>
NEXTAUTH_SECRET=<random string>
NEXTAUTH_URL=http://localhost:3000
OPENAI_API_KEY=<openai key>
PINECONE_API_KEY=<pinecone key>
PINECONE_INDEX=<pinecone index name>

Local development

npm install
npm run dev

• Call /api/sync to refresh embeddings for starred repositories.
• Call /api/search to perform semantic search.
• If PINECONE_INDEX is not set, the default index name starseekers is used.