AI Innovation

[almadhlom]

Learn vector databases👉 To take this issue, comment: /assign

[Udaytaneja]

/assign

[Udaytaneja]

Hi! I’ve been assigned this issue. My plan is to add a new notebook under experiments/ introducing vector databases, embeddings, similarity search, popular vector database options (FAISS, ChromaDB, Pinecone, Qdrant), and a simple hands-on Python example. Please let me know if you have a different structure or scope in mind.

[almadhlom]

Hi @Udaytaneja ,

Thanks! Your plan looks good.

Please structure the notebook like this:

1. What vector databases are and why they matter
2. Embeddings and similarity search basics
3. Common use cases
4. Comparison of FAISS, ChromaDB, Pinecone, and Qdrant
5. Simple Python hands-on example
6. Short summary and next steps

Please keep it beginner-friendly, with clear explanations and runnable code examples.

You can proceed with this scope.