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.
G
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
| Graphify | LLMFlows | |
|---|---|---|
| Stars | 123.4k | 708 |
| Star velocity /mo | 6.5k | 0.15789473684210523 |
| Commits (90d) | 1.1k | 0 |
| Releases (6m) | 10 | 0 |
| Downloads (30d, npm + PyPI) | — | 43 |
| Overall score | 0.9044125608136018 | 0.1343349139130593 |
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.