Technology

Haystack

Haystack is the open-source AI orchestration framework: build and ship production-ready LLM-powered agents and Retrieval-Augmented Generation (RAG) applications fast.

Haystack provides a modular, Python-based framework for constructing complex AI workflows (pipelines). Engineers use its components—like Document Stores, Embedders, and LLMs (OpenAI, Anthropic, open-source models)—to orchestrate every step of their application, from data ingestion to final answer generation. This design ensures full control and transparency, allowing for easy debugging and optimization of RAG systems, semantic search, and autonomous agents. The framework is cloud-agnostic, Kubernetes-ready, and supported by deepset for enterprise-scale deployment and reliability.