Haystack
An open-source NLP framework for building end-to-end search systems, which can leverage vector search capabilities.
About this tool
Description
Haystack is a production-ready, open-source AI framework designed for building end-to-end search systems and AI applications. It enables the creation of complex agentic pipelines and retrieval-augmented generation (RAG) applications.
Features
- Highly Customizable: Features a flexible components and pipelines architecture, allowing users to build applications tailored to specific specifications and use-cases.
- LLM and AI Tool Integrations: Offers freedom of choice by integrating with leading LLM providers such as OpenAI, Anthropic, and Mistral, as well as vector databases like Weaviate and Pinecone, and other AI tools.
- Production-Ready Deployment: Built with production environments in mind, featuring fully serializable pipelines ideal for Kubernetes native workflows.
- Monitoring and Logging: Provides integrations for logging and monitoring to ensure transparency and operational insights.
- Comprehensive Deployment Guides: Includes guides for full-scale deployments across various cloud platforms and on-premise setups.