Awesome Ai Agents 2026
Section: RAG and Knowledge Bases · Cloud-native vector DB. Billion-scale.
ActiveScore 74
Entry
Milvus
Appears in 14 awesome lists
Milvus is a cloud-native, open-source vector database built to manage embedding vectors generated by machine learning models and neural networks.
Open github.commilvus-io/milvus
Found in these lists
Awesome Big Data
Section: Vector Databases · open-source vector database for scalable similarity search.
ActiveScore 84
Awesome Cloud Native
Section: Databases · Vector database for scalable similarity search and AI applications.
FreshScore 87
Awesome Generative AI Data Scientist
Section: Vector Databases (RAG) · Milvus is an open-source vector database built to power embedding similarity search and AI applications.
SlowScore 52
Awesome Go
Section: Databases Implemented in Go · Milvus is a vector database for embedding management, analytics and search.
FreshScore 94
Awesome Go
Section: Go中实现的数据库 · star:42514 Milvus是一个矢量数据库，用于嵌入管理、分析和搜索。
FreshScore 89
Awesome LLMOps
Section: Vector search · Vector database for scalable similarity search and AI applications.
ActiveScore 75
Awesome MLOps
Section: Data Management · An open source embedding vector similarity search engine powered by Faiss, NMSLIB and Annoy.
FreshScore 80
Awesome Open Source AI
Section: 5. Retrieval-Augmented Generation (RAG) & Knowledge · Scalable cloud-native vector database.
FreshScore 89
Awesome Ops
Section: vector-database · 一个云原生向量数据库，为下一代人工智能应用提供存储
ActiveScore 79
Awesome Production Machine Learning
Section: Data Storage Optimisation · Milvus is a cloud-native, open-source vector database built to manage embedding vectors generated by machine learning models and neural networks.
FreshScore 92
Awesome Vector Search
Section: Standalone Service
ActiveScore 73
go-awesome
Section: 数据库 · 向量数据库
StaleScore 56
awesome-go
Section: Other · Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
FreshScore 81
Often listed next to it
Mem0
Mem0 is an intelligent memory layer for Large Language Models that enhances personalized AI experiences by retaining and utilizing contextual information across various applications. github | website | docs | discord | twitter | github profile | linkedin
In 13 listsDetails
TiDB
TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.
In 10 listsDetails
Infinity
AI-native database built for LLM applications with incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text. Powers RAGFlow's document engine. Apache 2.0 licensed.
In 9 listsDetails
Qdrant
Vector Search Engine and Database for the next generation of AI applications. Also available in the cloud
In 8 listsDetails
Pathway
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. Features 350+ connectors with always-in-sync data from SharePoint, Google Drive, S3, Kafka, PostgreSQL and more. BSL 1.1 license (becomes Apache 2.0 after 4 years).
In 8 listsDetails
Chroma
An open-source embedding database for building AI applications with embeddings and semantic search.
In 8 listsDetails