Graphify vs LLMFlows

Side-by-side comparison of two AI agent tools

Short answer

  • LLMFlows has had no commit in 36 months; Graphify is actively maintained (1,056 commits in the last 90 days).
  • Graphify is growing faster: +6,540 GitHub stars in the last 30 days vs +0 for LLMFlows.
  • Graphify is freemium; LLMFlows is open-source.
  • Pick Graphify for: local tool that parses code, docs, SQL schemas, configs, and PDFs into a queryable knowledge graph. Pick LLMFlows for: lLMFlows - Simple, Explicit and Transparent LLM Apps.

From GitHub data refreshed daily.

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Graphifyfreemium

Local tool that parses code, docs, SQL schemas, configs, and PDFs into a queryable knowledge graph

LLMFlowsopen-source

LLMFlows - Simple, Explicit and Transparent LLM Apps

Metrics

GraphifyLLMFlows
Stars123.4k708
Star velocity /mo6.5k0.15789473684210523
Commits (90d)1.1k0
Releases (6m)100
Downloads (30d, npm + PyPI)—43
Overall score0.90441256081360180.1343349139130593

Pros

    • +Complete transparency with no hidden prompts or LLM calls, making debugging and monitoring straightforward
    • +Minimalistic design with clear abstractions that don't compromise on flexibility or capabilities
    • +Explicit API design that promotes clean, readable code and easy maintenance of complex LLM workflows

    Cons

      • -Relatively small community with 707 GitHub stars, which may limit community support and resources
      • -Minimalistic approach might require more manual setup compared to more feature-rich frameworks
      • -Limited built-in integrations compared to larger LLM frameworks, requiring more custom implementation

      Use Cases

        • •Building transparent chatbots where every LLM interaction needs to be traceable and debuggable
        • •Creating question-answering systems that combine multiple LLMs with vector stores for document retrieval
        • •Developing AI agents with complex multi-step workflows that require explicit control over each LLM call

        FAQ

        Which is more popular, Graphify or LLMFlows?
        Graphify has more GitHub stars (123,420 vs 708).
        Which is more actively developed, Graphify or LLMFlows?
        Graphify had more commits in the last 90 days (1,056 vs 0).
        Should I use Graphify or LLMFlows?
        Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.