[::] Agentic Stacks

Haystack vs LlamaIndex

Pick two tools from the same category to compare side-by-side.

Haystack
Open-source Python orchestration framework from deepset for production LLM and RAG applications.
LlamaIndex
Data framework for connecting LLMs to private data, with RAG, agents, and event-driven workflows.
Category frameworkframework
Vendor type hybridhybrid
Pricing freemiumfreemium
Strengths
  • + Transparent, modular pipeline architecture
  • + Strong, mature support for RAG and retrieval workflows
  • + Broad ecosystem of model and document-store integrations
  • + Production focus with a commercial platform option from deepset
  • + Extensive data connectors and RAG tooling
  • + Strong document parsing and ingestion (LlamaParse/LlamaCloud)
  • + Agents and event-driven workflows built in
  • + Large ecosystem and integrations
Tradeoffs
  • − Pipeline/component model adds boilerplate for simple tasks
  • − Historically RAG-centric, with agents added more recently
  • − Broad API surface can be complex to navigate
  • − Heritage is RAG-centric rather than agent-first
  • − Frequent API changes across versions
Used in stacks 0 0

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