Awesome Ai Agents 2026
Section: RAG and Knowledge Bases · Managed vector DB. Serverless. Low-latency.
Entry
Appears in 8 awesome lists
The Pinecone vector database makes it easy to build high-performance vector search applications. Developer-friendly, fully managed, and easily scalable without infrastructure hassles.
Section: RAG and Knowledge Bases · Managed vector DB. Serverless. Low-latency.
Section: Monitoring · AI infrastructure for building accurate, secure, and scalable AI apps.
Section: Vector search · The Pinecone vector database makes it easy to build high-performance vector search applications. Developer-friendly, fully managed, and easily scalable without infrastructure hassles.
Section: Tools · Vector database for applications that require real-time, scalable vector embedding and similarity search.
Section: Data Management · Managed and distributed vector similarity search used with a lightweight SDK.
Section: Inference and Data Infrastructure · Managed vector database.
Section: Cloud Service
Section: 数据库与存储 (Database & Vector)
Milvus is a cloud-native, open-source vector database built to manage embedding vectors generated by machine learning models and neural networks.
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
LLM engineering platform for model tracing, prompt management, and application evaluation. Langfuse helps teams collaboratively debug, analyze, and iterate on their LLM applications such as chatbots or AI agents. (Demo, Source Code, Clients) MIT Docker
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.
All-in-one AI framework for semantic search, LLM orchestration and language model workflows. Embeddings database with customizable pipelines.
Vector Search Engine and Database for the next generation of AI applications. Also available in the cloud