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haystack

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and

  • semantic-search
  • information-retrieval
  • ai
  • python
  • large-language-models
  • generative-ai
  • llm
  • rag
  • retrieval-augmented-generation
  • agents
  • orchestration
  • agent-framework
  • agentic-ai
  • agentic-rag
  • ai-agents
View on GitHub
Stars
26,692
Forks
3,253
+ today
+1
Created
6y

Ranking data as of October 7, 2026 (UTC).

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Overview

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and It ranks #2306 on GitTiger, gaining +1 star on October 7, 2026 (UTC).

The project is written in Python and has 3,253 forks. It was created 6y ago.

Installation
git clone https://github.com/deepset-ai/haystack.git
cd haystack
# see README for setup