currentslab / awesome-vector-search
Collections of vector search related libraries, service and research papers
☆1,489Updated 9 months ago
Alternatives and similar repositories for awesome-vector-search:
Users that are interested in awesome-vector-search are comparing it to the libraries listed below
- Visualize hnsw, faiss and other anns index☆436Updated 2 years ago
- Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C…☆2,688Updated 2 weeks ago
- Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search☆1,326Updated this week
- A Python vector database you just need - no more, no less.☆609Updated last year
- The definitive guide to using Vector Search to solve your semantic search production workload needs.☆273Updated last year
- Header-only C++/python library for fast approximate nearest neighbors☆4,667Updated 2 weeks ago
- Framework for benchmarking vector search engines☆320Updated this week
- Blazing fast framework for fine-tuning similarity learning models☆657Updated 3 weeks ago
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆839Updated last year
- Benchmarks of approximate nearest neighbor libraries in Python☆5,254Updated 3 weeks ago
- ⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍☆546Updated 10 months ago
- Benchmark designed to evaluate the performance and cost-effectiveness of vector databases.☆705Updated this week
- 🛰️ An approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.☆1,432Updated last month
- Class notes for the course "Long Term Memory in AI - Vector Search and Databases" COS 597A @ Princeton Fall 2023☆318Updated 3 months ago
- Automatically create Faiss knn indices with the most optimal similarity search parameters.☆853Updated 11 months ago
- A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for vario…☆1,014Updated 2 months ago
- VectorHub is a free, open-source learning website for people (software developers to senior ML architects) interested in adding vector re…☆469Updated last week
- A curated list of awesome resources related to Semantic Search🔎 and Semantic Similarity tasks.☆354Updated last year
- Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali☆2,116Updated 2 weeks ago
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)☆3,354Updated 3 weeks ago
- LLM(😽)☆1,667Updated 3 months ago
- A blazing fast inference solution for text embeddings models☆3,505Updated last week
- Fast, Accurate, Lightweight Python library to make State of the Art Embedding☆2,013Updated 3 weeks ago
- A comprehensive guide to building RAG-based LLM applications for production.☆1,789Updated 9 months ago
- Awesome List of Vector DB resources☆154Updated last year
- Weaviate vector database – examples☆311Updated 4 months ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆1,788Updated 2 months ago
- Developer APIs to Accelerate LLM Projects☆1,642Updated 6 months ago
- Awesome Search - this is all about the (e-commerce, but not only) search and its awesomeness☆1,440Updated this week
- 🦙 Integrating LLMs into structured NLP pipelines☆1,240Updated 3 months ago