Martin Scorsese AI

Chatbot that channels the voice, wit, and encyclopedic film knowledge of Martin Scorsese. Built on a RAG stack, it thinks like him (well, almost).

Stack

Vector Store – Pinecone

Scorsese’s interviews, essays, and scripts—embedded, indexed, and ready to rip. Fast similarity search. Index name: ‎scorcese-knowledge

Embeddings – Sentence Transformers

Model: ‎all-MiniLM-L6-v2. Turns text into dense little brain blobs. Light, fast, doesn’t need a GPU.

Language Model – Google Gemini Pro

Talks like Marty. Thinks like Marty. Doesn’t hallucinate (much). (Doesn't keep the thread going without losing the plot tho, lol)

API Layer – Flask

REST endpoints, CORS on, no drama. Just enough glue to keep the whole thing humming.

🔐 Environment Variables

PINECONE_API_KEY=your_pinecone_key
GEMINI_API_KEY=your_gemini_key