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Launched 2019 ยท Verified Oct 2, 2026

Haystack

Verified Oct 2, 2026 Active
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Apache-licensed Python framework for building RAG pipelines and agents out of swappable components, maintained by deepset.

ragagentsorchestrationopen sourcepythonsemantic searchFreemium

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Linux ยท macOS ยท Windows ยท API
Screenshot of the Haystack website
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haystack.deepset.ai as we captured it โ€” our own screenshot, not the vendorโ€™s press image.

Pricing

Pricing model
Freemium

The framework itself is free under the Apache 2.0 licence. deepset sells Haystack Enterprise Starter (support) and Haystack Enterprise Platform (hosted or on-premises); both are quoted through sales, with a free trial offered for the platform, and no price is published.

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Overview

About Haystack

Haystack is an open-source orchestration framework in Python for building retrieval-augmented generation systems, semantic search and tool-using agents. Applications are assembled as pipelines of modular components for retrieval, routing, memory and generation, with integrations for OpenAI, Anthropic, Mistral, Hugging Face and vector stores such as Weaviate, Pinecone and Elasticsearch. Pipelines can be serialized and deployed on Kubernetes. Berlin-based deepset develops it and also sells a commercial platform and enterprise support around it.

Platforms
Linux ยท macOS ยท Windows ยท API
API
Yes
Last verified
Oct 2, 2026

Verified sources

Fact check

Is Haystack legit?

We donโ€™t label tools safe or unsafe. Below are the records we checked ourselves, each with the date we read it.

Last checked
Oct 2, 2026The site answered
On the market since
2019The vendor's own material, read by us
Operated by
deepset, GermanyOur research, card verified Oct 2, 2026

How we collect these records

Editorial verdict

Pros & cons of Haystack

high confidence

Haystack is a mature, component-based alternative to LangChain for teams that want explicit, inspectable pipelines instead of hidden chains. It is code-first and aimed at engineers, so non-developers will not get far without the commercial platform. Pick it when retrieval quality and debuggability matter more than a huge ecosystem of ready-made recipes.

Pros

  • Apache 2.0 licence with an active repository maintained by a funded company
  • Modular components for retrieval, routing, memory and generation
  • Many model providers and vector databases supported out of the box
  • Pipelines are serializable and suitable for Kubernetes deployment

Cons

  • Code-only; building pipelines requires Python skills
  • Smaller community and fewer tutorials than LangChain
  • Enterprise features and support are sold separately with no published price

Best for

  • Python teams building production RAG or search applications
  • Engineers who want explicit pipeline graphs they can serialize, test and deploy
  • Organizations that want an Apache-licensed core with optional vendor support

Not for

  • Non-developers who want a no-code chatbot builder
  • Teams that prefer the largest community ecosystem of third-party integrations

Watch out: The open-source framework and the paid Haystack Enterprise products share a name; support, deployment guides and the visual platform are not part of the free package, and none of them has a public price.

#8inLLM Orchestration Frameworksยท of 9 tools, ranked by rating and popularity

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