From 5ce2102c027f61a4e7beba5527d54fd35ff710ca Mon Sep 17 00:00:00 2001 From: Kye Gomez Date: Mon, 8 Jul 2024 12:43:30 -0700 Subject: [PATCH] [CLEANUP] --- README.md | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/README.md b/README.md index f6b103b..6abc459 100644 --- a/README.md +++ b/README.md @@ -34,6 +34,18 @@ [![Share on Reddit](https://img.shields.io/badge/-Share%20on%20Reddit-orange)](https://www.reddit.com/submit?url=https%3A%2F%2Fgithub.com%2Fkyegomez%2Fswarms&title=Swarms%20-%20the%20future%20of%20AI) [![Share on Hacker News](https://img.shields.io/badge/-Share%20on%20Hacker%20News-orange)](https://news.ycombinator.com/submitlink?u=https%3A%2F%2Fgithub.com%2Fkyegomez%2Fswarms&t=Swarms%20-%20the%20future%20of%20AI) [![Share on Pinterest](https://img.shields.io/badge/-Share%20on%20Pinterest-red)](https://pinterest.com/pin/create/button/?url=https%3A%2F%2Fgithub.com%2Fkyegomez%2Fswarms&media=https%3A%2F%2Fexample.com%2Fimage.jpg&description=Swarms%20-%20the%20future%20of%20AI) [![Share on WhatsApp](https://img.shields.io/badge/-Share%20on%20WhatsApp-green)](https://api.whatsapp.com/send?text=Check%20out%20Swarms%20-%20the%20future%20of%20AI%20%23swarms%20%23AI%0A%0Ahttps%3A%2F%2Fgithub.com%2Fkyegomez%2Fswarms) +Here's a more detailed and larger table with descriptions and website links for each RAG system: + +| **RAG System** | **Status** | **Description** | **Documentation** | **Website** | +|----------------|-------------|---------------------------------------------------------------------------------|-------------------------------------------------------|----------------------------------| +| **ChromaDB** | Available | A high-performance, distributed database optimized for handling large-scale AI tasks. | [ChromaDB Documentation](swarms_memory/memory/chromadb.md) | [ChromaDB](https://chromadb.com) | +| **Pinecone** | Available | A fully managed vector database that makes it easy to add vector search to your applications. | [Pinecone Documentation](swarms_memory/memory/pinecone.md) | [Pinecone](https://pinecone.io) | +| **Redis** | Coming Soon | An open-source, in-memory data structure store, used as a database, cache, and message broker. | [Redis Documentation](swarms_memory/memory/redis.md) | [Redis](https://redis.io) | +| **Faiss** | Coming Soon | A library for efficient similarity search and clustering of dense vectors, developed by Facebook AI. | [Faiss Documentation](swarms_memory/memory/faiss.md) | [Faiss](https://faiss.ai) | +| **HNSW** | Coming Soon | A graph-based algorithm for approximate nearest neighbor search, known for its speed and accuracy. | [HNSW Documentation](swarms_memory/memory/hnsw.md) | [HNSW](https://github.com/nmslib/hnswlib) | + +This table includes a brief description of each system, their current status, links to their documentation, and their respective websites for further information. + ### Requirements: - `python 3.10` @@ -45,6 +57,8 @@ $ pip install swarms-memory ``` + + ## Usage ### Pinecone