Library/haystack
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deepset-ai/haystack

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 conversational systems.

Builder

deepset-ai

deepset-ai

deepset-ai • individual

Stars

24,692

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Forks

2,695

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Open Issues

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Activity Score

0/100

0 commits in 30d

Created

Nov 14, 2019

Project creation date

README Summary

Haystack is an open-source AI orchestration framework designed for building production-ready LLM applications with modular pipeline architecture. It provides explicit control over key components like retrieval, routing, memory, and generation for building scalable AI systems. The framework supports RAG, multimodal applications, semantic search, and conversational AI systems with agent workflows.

AI Dev Skills

Unmapped

Retrieval-Augmented GenerationLarge Language Model OrchestrationAI Agent DevelopmentSemantic SearchConversational AI SystemsMultimodal AI ApplicationsPipeline Architecture DesignMemory Management for AI SystemsAI Workflow Orchestration

LLM Application Layer

Context Engineering

Tags

Retrieval-Augmented GenerationLarge Language Model OrchestrationAI Agent DevelopmentSemantic SearchConversational AI SystemsMultimodal AI ApplicationsPipeline Architecture DesignContext EngineeringMemory Management for AI SystemsAI Workflow OrchestrationRetrieval-Augmented Generation SystemsAI OrchestrationModular AI ArchitectureMultimodalMultimodal Content ProcessingCloud APISelf-hostedServerlessContext-Aware AI AgentsCompound AI SystemsAgentic AIConversational AI ChatbotsTextCustomer ServiceDeveloper ToolsProduction AI SystemsSemantic Document SearchEnterprise SoftwareKnowledge Base IntegrationAI-Powered Question AnsweringContent ManagementOn-premiseIntelligent Document AnalysisKnowledge ManagementMDX

Taxonomy

Recent Activity

Updated 1 months ago

7 Days

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30 Days

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90 Days

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Quality

production
Quality
high
Maturity
production

Categories

MLOps & InfrastructurePrimaryDev Tools & AutomationRAG & RetrievalEvals & BenchmarkingNLP & TextML Platform & InfrastructureMultimodal AIEdge & Mobile AISearch & KnowledgeOther AI / MLFoundation ModelsAI Agents

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

MDX100.0%

Timeline

Project created
Nov 14, 2019
Forked
Mar 14, 2026
Your last push
1 months ago
Upstream last push
6 days ago
Tracked since
Mar 13, 2026

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