myscale / vector-db-benchmark
Framework for benchmarking fully-managed vector databases
☆68Updated last month
Related projects ⓘ
Alternatives and complementary repositories for vector-db-benchmark
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrat…☆85Updated this week
- Collection of datasets for benchmarking filtered vector similarity retrieval☆38Updated 7 months ago
- Framework for benchmarking vector search engines☆285Updated last month
- Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.☆188Updated this week
- A Benchmark Tool for VectorDB☆557Updated last week
- Open-source observability for your LLM application.☆44Updated 3 weeks ago
- Byzer-retrieval is a distributed retrieval system which designed as a backend for LLM RAG (Retrieval Augmented Generation). The system su…☆43Updated 8 months ago
- A lightweight version of Milvus☆280Updated this week
- state-of-the-art search over vector embeddings and structured data (SIGMOD '24)☆59Updated 5 months ago
- A curated list of awesome Milvus projects and resources.☆28Updated last year
- sqlgpt-parser is a Python implementation of an SQL parser that effectively converts SQL statements into Abstract Syntax Trees (AST). By l…☆27Updated last year
- ChatData 🔍 📖 brings RAG to real applications with FREE✨ knowledge bases. Now enjoy your chat with 6 million wikipedia pages and 2 milli…☆155Updated last week
- ☆43Updated 2 years ago
- a local implementation of OpenAI Assistants API: myla stands for MY Local Assistant☆50Updated 2 months ago
- The embedding/reranking model zoo help user to convert their unstructured data into embeddings☆20Updated this week
- vsag is a vector indexing library used for similarity search.☆158Updated this week
- Awesome List of Vector DB resources☆130Updated last year
- 🏆 Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. （see big-ann-benchmark https://big-ann-benc…☆29Updated 3 months ago
- Code and data for the paper "DBCᴏᴘɪʟᴏᴛ: Scaling Natural Language Querying to Massive Databases"☆59Updated this week
- A curated list of awesome works related to high dimensional structure/vector search & database☆214Updated this week
- AI Native database for embedding vectors☆168Updated 2 weeks ago
- ☆100Updated 7 months ago
- CodexDB generates code for SQL query processing via OpenAI's GPT-3 Codex model.☆101Updated 4 months ago
- Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.☆207Updated last year
- pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tid…☆204Updated this week
- An enterprise-grade AI retriever designed to streamline AI integration into your applications, ensuring cutting-edge accuracy.☆264Updated 2 weeks ago
- Using LlamaIndex with Ray for productionizing LLM applications☆71Updated last year
- Milvus Command Line☆89Updated 3 months ago
- Using Large Language Models (LLMs) to convert natural language queries to sql☆39Updated last month
- PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database …☆150Updated last month