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AgentsFreemiumOpen Source
HAYSTACK
Open source AI framework for production-ready agents, RAG & context engineering
25.6k starsApache-2.0
ABOUT
Building production-ready AI applications requires orchestration of complex pipelines across retrieval, generation, memory, and tool use. Haystack solves this by providing modular, composable building blocks that give developers full visibility and control over every step of their LLM-powered systems, from prototype to enterprise scale.
INSTALL
pip install haystack-aiINTEGRATION GUIDE
1. Build advanced RAG pipelines with hybrid retrieval, self-correction loops, and multi-strategy generation
2. Design production-ready AI agents with standardized tool calling and scalable context engineering
3. Architect multimodal AI applications around image processing and audio transcription
4. Create conversational AI chatbots with standardized generator interfaces
5. Develop content generation engines with flexible Jinja2 template-based prompt flows
TAGS
ragai-agentsllmnlpsearchorchestrationframeworkpipelinesmultimodal