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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.

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Builder

deepset-ai

deepset-ai

deepset-ai • individual

Stars

25,410

Using upstream star count

Forks

2,816

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Nov 14, 2019

Project creation date

README Summary

<div align="center"> <a href="https://haystack.deepset.ai/"><img src="https://raw.githubusercontent.com/deepset-ai/haystack/main/images/banner.png" alt="Blue banner with the Haystack logo and the text ‘haystack by deepset – The Open Source AI Framework for Production Ready RAG & Agents’ surrounded by abstract icons representing search, documents, agents, pipelines, and cloud systems."></a>

Community Evaluation

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AI Dev Skills

Unmapped

AI Agent DevelopmentAI Workflow OrchestrationConversational AI SystemsLarge Language Model OrchestrationMemory Management for AI SystemsMultimodal AI ApplicationsPipeline Architecture DesignRetrieval-Augmented GenerationSemantic Search

LLM Application Layer

Context Engineering

Tags

AI Agent DevelopmentAI Workflow OrchestrationContext EngineeringConversational AI SystemsLarge Language Model OrchestrationMemory Management for AI SystemsMultimodal AI ApplicationsPipeline Architecture DesignRetrieval-Augmented GenerationSemantic SearchAWS BedrockAnthropic / ClaudeAzure AIDockerEvalsForkedHaystackHuggingFaceLarge Language ModelsMCPMistralMultimodal AIOpen SourceOpen WebUIOpenAIPythonResearch / PapersStatisticsTool Use

Taxonomy

AI Trends

Agentic AICompound AI SystemsRetrieval-Augmented GenerationAI OrchestrationProduction AI SystemsModular AI Architecture

category

Foundation ModelsAI AgentsRAG & RetrievalEvals & BenchmarkingMLOps & InfrastructureLearning ResourcesData Science & Analytics

Deployment Context

Self-hostedCloud APIOn-premiseServerless

Industries

Developer ToolsEnterprise SoftwareKnowledge ManagementCustomer ServiceContent Management

Modalities

TextMultimodal

Skill Areas

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

tag

AWS BedrockAnthropic / ClaudeAzure AIContext EngineeringDockerEvalsForkedHaystackHuggingFaceLarge Language ModelsMCPMistralMultimodal AIOpen SourceOpen WebUIOpenAIPythonResearch / PapersSemantic SearchStatisticsTool Use

Use Cases

Retrieval-Augmented Generation SystemsConversational AI ChatbotsSemantic Document SearchAI-Powered Question AnsweringContext-Aware AI AgentsMultimodal Content ProcessingKnowledge Base IntegrationIntelligent Document Analysis

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

20

docs: Sync Core Integrations API reference (meta_llama) on Docusaurus (#10820)

Haystack Bot • Mar 13, 2026

a9ac8ed

build(deps): bump dorny/paths-filter from 3 to 4 (#10819)

dependabot[bot] • Mar 13, 2026

7e34133

build(deps): bump slackapi/slack-github-action from 2 to 3 (#10818)

dependabot[bot] • Mar 13, 2026

578cefa

Quality

production
Quality
high
Maturity
production

Categories

RAG & RetrievalPrimaryEvals & BenchmarkingMLOps & InfrastructureLearning ResourcesData Science & AnalyticsFoundation ModelsAI AgentsMultimodal AISearch & KnowledgeOther AI / ML

PM Skills

User ExperienceScale & ReliabilityData & EvaluationProduct DiscoveryDeveloper PlatformAI-Native Architecture

Languages

MDX100.0%

Timeline

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

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