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An Effective and Scalable Framework for Multimodal Search with Target Modality
Puck is a high-performance ANN search engine
Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It leverages the power of LLM to generate responses and uses vector databases to fetch relevant documents to enhance the q…
Graph Library for Approximate Similarity Search
Knowhere is a vector search engine, integrating FAISS, HNSW, DiskANN.
Fast search algorithm for product-quantized codes via hash-tables
Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
Pure python implementation of product quantization for nearest neighbor search
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
AI Search & RAG Without Moving Your Data. Get instant answers from your company's knowledge across 100+ apps while keeping data secure. Deploy in minutes, not months.
⚡ A fast embedded library for approximate nearest neighbor search
Visualize hnsw, faiss and other anns index
Repository related to the Dynamic Exploration Graph and its previous iterations.
PECOS - Prediction for Enormous and Correlated Spaces
Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, Du…
Quickly and easily build AI website or application by using embeddings!
Artifacts for VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity
[SIGMOD 2023] High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations
Fast Adaptive Similarity Search through Variance‑Aware Quantization
Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复