datawhalechina / what-is-vs
向量检索与 RAG 实践:技术、实现与应用
☆51Updated last week
Related projects ⓘ
Alternatives and complementary repositories for what-is-vs
- 🏆 Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. (see big-ann-benchmark https://big-ann-benc…☆27Updated 2 months ago
- [ICDE 2024] VDTuner - Automated Performance Tuning for Vector Data Management Systems (Vector Databases)☆20Updated 6 months ago
- vsag is a vector indexing library used for similarity search.☆146Updated this week
- RAG兴趣小组,全手写的一个RAG应用。Langchain的大部分库会很方便,但是你不一定理解其中原理,所以代码尽可能展现基本算法,主打理解RAG的原理☆131Updated last month
- ☆78Updated last week
- A pre-built agent for TableGPT2.☆148Updated this week
- A Comprehensive Survey and Experimental Comparison of Graph-based Approximate Nearest Neighbor Search☆61Updated 3 years ago
- Version of PBBS Benchmarks for VLDB 2024 Reviewers☆9Updated last year
- 📚 Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN S…☆57Updated 2 weeks ago
- Ant Graph Learning (AGL) provides a comprehensive solution for graph learning tasks at an industrial scale.☆82Updated 10 months ago
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆232Updated 4 months ago
- ☆44Updated 7 months ago
- ☆100Updated 7 months ago
- Article: GPU-accelerated Proximity Graph Approximate Nearest Neighbor Search and Construction by Authors Yuanhang Yu, Dong Wen, Ying Zhan…☆15Updated 3 years ago
- VLDB 2024 paper repo. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search☆29Updated last month
- Algorithms for approximate nearest neighbor search with window filters☆27Updated 9 months ago
- A new query hardness measure for graph-based ANN indexes. Build unbiased workloads with this hardness to see the actual performance of yo…☆11Updated last month
- [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search☆43Updated 5 months ago
- TinyRAG☆233Updated last week
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrat…☆83Updated 5 months ago
- PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database …☆149Updated last month
- DashInfer is a native LLM inference engine aiming to deliver industry-leading performance atop various hardware architectures, including …☆135Updated 2 months ago
- AGI资料汇总学习(主要包括LLM和AIGC),持续更新......☆300Updated last week
- Compare different hardware platforms via the Roofline Model for LLM inference tasks.☆74Updated 7 months ago
- 中文版 llm-numbers☆105Updated 10 months ago
- 大模型/LLM推理和部署理论与实践☆74Updated this week
- GPTuner is a manual-reading database tuning system leveraging domain knowlege automatically and extensively to enhance knob tuning proces…☆71Updated 2 months ago
- Think Graphs Like A Graph.☆35Updated 2 months ago
- a curated list of high-quality papers on resource-efficient LLMs 🌱☆78Updated 2 weeks ago