postgresML
PostGresML
GraphRAG
GraphRAG is a structured, hierarchical approach to Retrieval Augmented Generation (RAG), as opposed to naive semantic-search approaches using plain text snippets. The GraphRAG process involves extracting a knowledge graph out of raw text, building a community hierarchy, generating summaries for these communities, and then leveraging these structures when perform RAG-based tasks.
PostGresML
Postgres with GPU's for ML/AI Apps
- Index, filter & rank vectors
- Create embeddings
- Generate real-time, fact-based outputs
Why ?
- OpenSource
- Listen to the Founder
- 32 Minutes Video
- Highly recommend viewing it
Youtube Video : Simplify End-To-End MLOps with PostgresML - Montana Low, PostgresML
PostgresML Website PostgresML Website
Training Collatral
Presentation Material for Aug 27,2024