📚 Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN Search, ANNS). Vector search is the key component of large-sca…

Scalable and Efficient Serverless Deployment for Large AI Models.

Tips for Writing a Research Paper using LaTeX

Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

Serving LLMs on heterogeneous decentralized clusters.

Distributed vector search for AI-native applications

Up to 200x Faster Dot Products & Similarity Metrics — for Python, Rust, C, JS, and Swift, supporting f64, f32, f16 real & complex, i8, and bit vectors using SIMD for both AVX2, AVX-512, NEON, SVE, …

STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases (https://stark.stanford.edu/)

C++那些事

A curated list of awesome works related to high dimensional structure/vector search & database

Rcmp: Reconstructing RDMA-based Memory Disaggregation via CXL

GPU-accelerated vector query processing system that supports large vector datasets beyond GPU memory.

Graph Library for Approximate Similarity Search

Code for "Baleen: ML Admission & Prefetching for Flash Caches" (FAST 2024).

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and…

Puck is a high-performance ANN search engine

论文写作与资料分享

Large Language Model (LLM) Systems Paper List

High-speed Large Language Model Serving on PCs with Consumer-grade GPUs

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

Storage Performance Development Kit

Build userspace NVMe drivers and storage applications with CUDA support

A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such algorithms.