ragflow vs zvec-grep
ragflow is much bigger: 91.6k stars against 3.9k. Over the days we have tracked them ragflow moved +7.5% and zvec-grep +170.9%, so zvec-grep is growing faster right now.
zvec-grep leads on setup ease. ragflow does not take any axis by a clear margin.
Stars and commit dates come from our own daily tracking. The six axes are read off each project's documentation by our review pipeline, so they describe what a project says about itself, not what we measured in its code.
Where they stand today
Combines a production-grade RAG engine with agent orchestration and template-based document understanding to provide an agentic context layer for LLMs.
- Stars
- 91.6k
- Tracked growth
- +7.5%
- Maturity
- ●●●●●
- Last commit
- 29m ago
- Language
- Go
- License
- Apache-2.0
- Cost to run
- Your API key (paid LLMs); self-host or use cloud
Unifies ripgrep, BM25, and vector search into a local-first search layer that serves both humans and AI agents.
- Stars
- 3.9k
- Tracked growth
- +170.9%
- Maturity
- ●●●●●
- Last commit
- 22h ago
- Language
- Rust
- License
- Apache-2.0
- Cost to run
- Free local use; external models may require your API key.
Six axes, head to head
Each axis runs 0 to 5. The label under a score is what that project's own docs claim, not a category average.
| Axis | ragflow | zvec-grep |
|---|---|---|
Context depth How much of your codebase it sees before it answers: the open diff, the diff plus related files, or the whole repository. | ●●●●● Whole-repo analysis | ●●●●● Whole-repo index |
Noise control How it keeps output volume down — severity thresholds, deduplication, incremental runs over new commits only. | ●●●●● Re-ranking & citations | ●●●●● Ranked + filters |
Customization How far it bends to your team: custom rules, prompts, style guides, per-path config. | ●●●●● Config files & templates | ●●●●● Configurable options |
Privacy Whether your code stays on your own infrastructure: fully local, self-hostable, or cloud API only. | ●●●●● Self-hostable | ●●●●● Fully local |
Model freedom Whether you can point it at any provider, or it is wired to one. | ●●●●● Bring-your-own key | ●●●●● Bring-your-own-key |
Setup ease What it takes to get a first useful run out of it. | ●●●●● Multi-service deploy | ●●●●● One-command start |
Which one to pick
Pick ragflow if…
Self-hostable — choose RAGFlow when you need a production-ready, agentic RAG platform with template-based ingestion, grounded citations, and configurable LLM/embedding providers.
Pick zvec-grep if…
Privacy-first — local-by-default indexing and search that works for both CLI users and agent integrations with a single install.
- Setup ease: One-command start (5/5 against 1/5)
What people want from each one
infiniflow/ragflow
Hacker News: RAGFlow is an open-source RAG engine based on OCR and document parsing drew 230 points and 53 comments.
zvec-ai/zvec-grep
Questions people ask
Is ragflow better than zvec-grep?
zvec-grep leads on setup ease. ragflow does not take any axis by a clear margin. ragflow is worth picking when self-hostable — choose RAGFlow when you need a production-ready, agentic RAG platform with template-based ingestion, grounded citations, and configurable LLM/embedding providers.
Which of ragflow and zvec-grep keeps my code private?
ragflow: Self-hostable (4/5). zvec-grep: Fully local (5/5).
What does each one cost to run?
ragflow: Your API key (paid LLMs); self-host or use cloud. zvec-grep: Free local use; external models may require your API key..
Full profiles: infiniflow/ragflow and zvec-ai/zvec-grep. Everything else in RAG & retrieval.