Advanced
RAG

Build highly performant RAG pipelines with a multitude of retrieval and generation strategies. From hybrid retrieval to self-correction loops, Haystack has got you covered.

AI
Agents

Design production-ready AI agents with standardized tool calling and scalable context engineering. Branching and looping pipelines give you full control over complex, multi-step decision flows.

Multimodal
AI

Architect a next generation AI app around all modalities, not just text. Haystack can do tasks like image processing and audio transcription too.

Conversational
AI

All of our generators provide a standardized interface so that you can focus on building the perfect bot for your users.

Content
Generation

The flexibility and composability of Haystack’s prompt flow is unparalleled. Leverage our Jinja-2 templates and build a content generation engine that exactly matches your workflow.