We'll compare hybrid search using Pinecone, Weaviate and then Postgres (Supabase) full text search + pgvector and then rerank using Jina AI's Reranker.
Watch this video on an AI-powered, interactive learning platform: https://app.catswithbats.com/lesson/88ee0372
I post regular new videos here (paid): https://app.catswithbats.com/org/90d4bd29
👨💻 Code: https://github.com/trancethehuman/ai-workshop-code/blob/main/notebooks/Hybrid_Search_Workshop.ipynb
Tools mentioned:
@pinecone-io: https://www.pinecone.io/
@Weaviate: https://weaviate.io/
@Supabase: https://supabase.com/
@JinaAI Reranker: https://jina.ai/reranker/
Vecs (Python): https://github.com/supabase/vecs
Follow me on X: https://x.com/haithehuman
This workshop was made possible by Invest Ottawa. IO supports tech founders across the National Capital Region of Canada through their Venture Path programs. Each step in the IO Venture Path is designed to shorten the path to growth. They help today’s entrepreneurs leverage the experience, expertise and insights of businesses leaders who have been there, done that — successfully launched and grown world-class technology enterprises. To date, they’ve supported over 1100 startups and scaleups.
If you’re a tech founder in the National Capital Region (or thinking of becoming one) – check out IO’s Venture Path: https://www.investottawa.ca/venture-path/