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[ARTICLE · art-37624] src=haystack.deepset.ai ↗ pub= topic=artificial-intelligence verified=true sentiment=↑ positive

Haystack: Open-Source AI Framework for Production Ready Agents, RAG

Haystack, an open-source AI framework for building production-ready agents and retrieval-augmented generation (RAG) systems, has been released. The framework provides modular components for orchestrating AI workflows, integrating with major AI providers and databases, and supports enterprise-scale deployment with built-in reliability and observability.

read1 min views5 publishedJun 24, 2026
Haystack: Open-Source AI Framework for Production Ready Agents, RAG
Image: Haystack (auto-discovered)

for Production Ready Agents, RAG & Context Engineering

Haystack Sets the Standard for Agentic AI Across Industries #

Why Teams Choose Haystack for their AI Workflows #

Build Transparent, Context Engineered AI Systems

Orchestrate every step of your AI agent, from retrieval to reasoning to memory and tool use.

Haystack’s modular framework gives you full visibility to inspect, debug, and optimize every decision your AI makes.

Integrate Freely with Your AI Stack

Connect to OpenAI, Anthropic, Mistral, Hugging Face, Weaviate, Pinecone, Elasticsearch, and more with no vendor lock-in.

Haystack’s open architecture lets you mix and match components to fit your workflow.

Develop and Deploy Faster

Move from prototype to production using the same composable building blocks.

Haystack lets you go from a proof-of-concept to a full production system with unified tooling for building, testing, and shipping your AI use cases.

Operate at Enterprise Scale

Run production workloads across any environment with built-in reliability and observability.

Haystack Pipelines are serializable, cloud-agnostic, and Kubernetes-ready, with logging, monitoring, and deployment guides to support you.

Build and Scale with the Haystack Ecosystem #

From open source to enterprise: tools for every step of your AI journey

Haystack, AI Orchestration Framework

Enterprise Support

Enterprise-support for the Haystack framework, with exclusive access to:

  • Private, secure engineering support
  • Best practices templates & deployment guides
  • Access to flexible services
  • Flexible pricing based on company size

Haystack Use Cases #

Join the community #

Join our Discord

Our community on Discord is for everyone interested in NLP, using Haystack or even just getting started!

GET STARTED

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