Hacker News with Generative AI: RAG

Show HN: Morphik – Open-source RAG that understands PDF images, runs locally (github.com/morphik-org)
Morphik is an alternative to traditional RAG for highly technical and visual documents.

Open Source, RAG, PDF, Machine Learning, Software

193 points by Adityav369 4 days ago | 43 comments

Show HN: HelixDB – Native graph and vector types for RAG and retrieval (github.com/HelixDB)
HelixDB is a powerful, graph-vector database built in Rust for millisecond query latency and ease of use.

Databases, Graph Databases, Rust, RAG, Retrieval

25 points by GeorgeCurtis 14 days ago | 6 comments

How to build an agentic, chat or RAG knowledge system using Pinecone Assistant (pinecone.io)
Pinecone Assistant is a powerful service that leverages retrieval-augmented generation (RAG) to enable users to upload documents, ask questions, receive context-aware responses and power agentic workflows.

Knowledge Systems, Artificial Intelligence, RAG, Pinecone Assistant, Retrieval-Augmented Generation

1 points by four_fifths 82 days ago | 0 comments

Create a RAG Pipeline with Pinecone (vectorize.io)
This quickstart will walk you through creating and scheduling a pipeline that collects data from an Amazon S3 bucket, creates vector embeddings using an OpenAI embedding model, and writes the vectors to your Pinecone search index.

RAG, Vector Databases, Search, OpenAI, Cloud Computing

13 points by bytearray 226 days ago | 0 comments

Full-stack RAG app built on Cloudflare (github.com/RafalWilinski)

Full-stack, RAG, Cloudflare, Software, Open Source

36 points by rwilinski 235 days ago | 1 comments

RAG is more than just vectors (tribalknowledge.substack.com)

RAG, AI, Language Models, Information Retrieval

16 points by ledjon 283 days ago | 0 comments

Anatomy of a RAG System: A Visual Explanation (twitter.com)

Generative AI, RAG

5 points by shinework 283 days ago | 1 comments

Surprise, your data warehouse can RAG (rainforestqa.com)