1.Tencent / WeKnora
Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
+796 stars
from 35,387 · score 6.68
Trending repositories
Ranked by Attention Score: stars gained over the last 7 complete days
31 repositories by Attention Score · Oct 27, 2026 – Nov 2, 2026 (UTC)
2.StarTrail-org / LEANN
[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
+639 stars
from 13,106 · score 6.46
3.kividbio / kividb
A fast, multi-threaded Redis® and Valkey alternative written in Rust: drop-in compatible, with full-text and vector search built in
+401 stars
from 624 · score 6.00
4.srbhr / Resume-Matcher
The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.
+176 stars
from 28,860 · score 5.18
5.onyx-dot-app / onyx
Open Source AI Platform - AI Chat with advanced features that works with every LLM
+168 stars
from 32,984 · score 5.13
6.seaweedfs / seaweedfs
SeaweedFS is a distributed storage system for object storage (S3), file systems, Iceberg table buckets, and Lance vector buckets, designed to handle billions of files with O(1) disk access and effortless horizontal scaling.
+130 stars
from 35,728 · score 4.88
7.qdrant / qdrant
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
+123 stars
from 35,247 · score 4.82
8.meilisearch / meilisearch
A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
+79 stars
from 59,667 · score 4.38
9.milvus-io / milvus
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
+75 stars
from 46,476 · score 4.33
10.typesense / typesense
Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences
+31 stars
from 27,044 · score 3.47
11.voxel51 / fiftyone
Refine high-quality datasets and visual AI models
+28 stars
from 11,229 · score 3.37
12.RyanCodrai / turbovec
A vector index built on TurboQuant, written in Rust with Python bindings
+27 stars
from 17,424 · score 3.33
13.redis / redis
For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.
+25 stars
from 77,108 · score 3.26
14.neuml / txtai
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
+24 stars
from 13,034 · score 3.22
15.weaviate / weaviate
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
+23 stars
from 16,911 · score 3.18
16.dragonflydb / dragonfly
A modern replacement for Redis and Memcached
+20 stars
from 31,819 · score 3.04
17.paradedb / paradedb
One Postgres for your application data, full-text search, vector retrieval, and aggregations. Home of the pg_search extension.
+20 stars
from 9,448 · score 3.04
18.unum-cloud / USearch
Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
+14 stars
from 4,354 · score 2.71
19.infiniflow / infinity
The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.
+10 stars
from 4,742 · score 2.40
20.oceanbase / oceanbase
OceanBase is the unified distributed database for the AI era — open-source, multi-model, one engine for your most demanding workloads.
+7 stars
from 10,354 · score 2.08
21.ashvardanian / NumKong
SIMD-accelerated distances, dot products, matrix ops, geospatial & geometric kernels for 16 numeric types — from 6-bit floats to 64-bit complex — across x86, Arm, RISC-V, and WASM, with bindings for Python, Rust, C, C++, Swift, JS, and Go 📐
+7 stars
from 1,898 · score 2.08
22.oramasearch / orama
🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.
+6 stars
from 10,585 · score 1.95
23.orneryd / NornicDB
Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no changes while adding intelligent features like schemas, managed embeddings, reranking+llm, GPU accel, Auto-TLP, Policy-based Memory Decay, and MCP server.
+6 stars
from 916 · score 1.95
24.zilliztech / GPTCache
Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
+3 stars
from 8,216 · score 1.39
25.ravendb / ravendb
ACID Document Database
+2 stars
from 4,011 · score 1.10
26.NGT-labs / NGT
Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data
+2 stars
from 1,375 · score 1.10
27.RichardKnop / minisql
Embedded single file SQL database written in Golang
+2 stars
from 52 · score 1.10
28.superduper-io / superduper
Superduper: End-to-end framework for building custom AI applications and agents.
+1 stars
from 5,327 · score 0.69
29.patterns-ai-core / langchainrb
Build LLM-powered applications in Ruby
+1 stars
from 2,006 · score 0.69
30.unum-cloud / UStore
Multi-Modal Database replacing MongoDB, Neo4J, and Elastic with 1 faster ACID solution, with NetworkX and Pandas interfaces, and bindings for C 99, C++ 17, Python 3, Java, GoLang 🗄️
+1 stars
from 645 · score 0.69
31.VectorDB-NTU / RaBitQ-Library
Official library for RaBitQ vector quantization and approximate nearest-neighbor search, in C++ and Python.
+1 stars
from 291 · score 0.69