Haystack

Provides a modular framework for full visibility, inspection, debugging, and optimization of AI agent decisions.

Connects to a wide range of LLMs and data stores with an open architecture for flexible component mixing.

Enables rapid movement from prototype to production using composable building blocks and unified tooling.

Supports production workloads with built-in reliability, observability, cloud-agnostic deployment, and Kubernetes readiness.

Supports intricate agentic behavior with function-calling interfaces, branching, and looping in pipelines.

Facilitates the creation of high-performance RAG pipelines with diverse retrieval and generation strategies.

Enables the development of AI applications capable of handling various modalities beyond text, including image and audio tasks.

Accelerates AI development with a visual interface for designing and managing pipelines.

Allows for scalable experimentation across multiple AI pipelines to optimize performance.

Offers secure and private engineering assistance for enterprise deployments.

Provides best practice templates and deployment guides to facilitate large-scale implementation.