🚀 Unlock AI Power with PostgreSQL 🧠
This guide unveils how to build a lightning-fast question-answering system using PostgreSQL for Retrieval Augmented Generation (RAG).
✨ Why PostgreSQL? ✨

Simplicity: Manage all data in one place.
Performance: Blazing-fast query speeds.
Open Source: Flexible and cost-effective.

🧰 Build Your RAG System 🧰

Docker Setup: Create a containerized environment.
Connect & Install: Use your preferred tools and libraries.
Vectorize & Store: Transform text into vectors and store them.
Similarity Search: Find relevant information using vector embeddings.

Take it Further: Filter results by metadata, use advanced predicates, and leverage time-based filtering.
Build intelligent and efficient AI applications with PostgreSQL! 💻