8 harnesses
The foundational framework for building applications powered by LLMs with chains, agents, and tools.
Data framework for building RAG and agentic applications over private data.
Open-source framework for building production-grade LLM applications and RAG pipelines.
Memory layer for AI agents — adds long-term, personalized memory to LLM applications.
High-performance open-source vector database written in Rust.
Open-source AI-native vector database designed for embedding-based retrieval.
Official Python SDK for Milvus, a high-performance distributed vector database.
Official Python client for Weaviate, an open-source vector database with built-in modules.