Comparison
Lumos vs graphrag-rs
Verdict
Pick Lumos if lumos is a RAG LLM co-pilot that operates within Chrome and leverages local language models to support web browsing with automation; pick graphrag-rs if graphRAG-rs creates knowledge graphs from documents, enables natural language querying with customizable entity extraction and local LLM support, written in Rust.
Markdown twin · Lumos alternatives · graphrag-rs alternatives
GraphCanon updated 4d
vs
Trust & integrity
| Signal | Lumos | graphrag-rs |
|---|---|---|
| Maintenance | Dormant (564d since push) As of 4d · github_public_v1 | Steady (50d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 4d · github_public_v1 | Not a fork · Personal account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- Lumos
- A RAG LLM co-pilot for browsing the web
- graphrag-rs
- GraphRAG-rs implements Graph-based Retrieval Augmented Generation for knowledge graph creation and natural language querying with entity extraction and LLM integration.
Stars
- Lumos
- 1.5k
- graphrag-rs
- 522
Forks
- Lumos
- 112
- graphrag-rs
- 48
Open issues
- Lumos
- 24
- graphrag-rs
- 0
Language
- Lumos
- TypeScript
- graphrag-rs
- Rust
Adopt for
- Lumos
- Lumos is a RAG LLM co-pilot that operates within Chrome and leverages local language models to support web browsing with automation.
- graphrag-rs
- GraphRAG-rs creates knowledge graphs from documents, enables natural language querying with customizable entity extraction and local LLM support, written in Rust.
Persona
- Lumos
- -
- graphrag-rs
- -
Runtime
- Lumos
- -
- graphrag-rs
- -
License
- Lumos
- MIT
- graphrag-rs
- MIT
Last pushed
- Lumos
- Jan 26, 2025
- graphrag-rs
- Jun 2, 2026
Categories
- Lumos
- Data & Retrieval, LLM Frameworks
- graphrag-rs
- Data & Retrieval, LLM Frameworks
Trust and health
Maintenance
- Lumos
- Dormant (18%)
- graphrag-rs
- Steady (60%)
Days since push
- Lumos
- 564d
- graphrag-rs
- 50d
Open issues (now)
- Lumos
- 24
- graphrag-rs
- 0
Stars delta
- Lumos
- +1 (30d)
- graphrag-rs
- Unknown
Open issues delta
- Lumos
- 0 (30d)
- graphrag-rs
- Unknown
Full report
- Lumos
- Trust report
- graphrag-rs
- Trust report
Choose Lumos if…
- Lumos is primarily TypeScript; graphrag-rs is Rust.
- Requirements: Ensure that your environment supports Docker to run the Ollama server as required for Lumos operation.; Your development workflow should be prepared to integrate a Chrome extension, considering you need to load unpacked extensions into Chrome..
- Tags unique to Lumos: chrome-extension, langchain, langchain-js, ollama.
- Use Lumos when your task involves heavy web navigation and requires interaction with the latest local machine learning models directly from a browser.
When NOT to use Lumos
- Avoid using Lumos when your primary task does not involve browsing the web or requires a standalone application interface that does not need browser augmentation.
- Do not use this tool if you are looking for support in languages other than TypeScript, as it is specifically built around this language.
Choose graphrag-rs if…
- graphrag-rs is primarily Rust; Lumos is TypeScript.
- Tags unique to graphrag-rs: ai, embeddings, entity-extraction, graphrag.
- Need Rust-based implementation for integration into existing Rust projects
When NOT to use graphrag-rs
- Seeking solutions that offer cloud-hosted machine learning services directly
- Projects that demand Python libraries due to ecosystem dependencies
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (andrewnguonly/Lumos) · observed Aug 14, 2026
- GitHub forks (andrewnguonly/Lumos) · observed Aug 14, 2026
- Last push (andrewnguonly/Lumos) · observed Jan 26, 2025
- License file (MIT) · observed Aug 14, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (automataIA/graphrag-rs) · observed Jul 23, 2026
- GitHub forks (automataIA/graphrag-rs) · observed Jul 23, 2026
- Last push (automataIA/graphrag-rs) · observed Jun 2, 2026
- License file (MIT) · observed Jul 23, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: Lumos 1.5k · graphrag-rs 522 (synced Aug 14, 2026).
Common questions
- What is the difference between Lumos and graphrag-rs?
- Lumos: A RAG LLM co-pilot for browsing the web. graphrag-rs: GraphRAG-rs implements Graph-based Retrieval Augmented Generation for knowledge graph creation and natural language querying with entity extraction and LLM integration.. See the comparison table for live GitHub stats and shared categories.
- When should I choose Lumos over graphrag-rs?
- Choose Lumos over graphrag-rs when Lumos is primarily TypeScript; graphrag-rs is Rust; Requirements: Ensure that your environment supports Docker to run the Ollama server as required for Lumos operation.; Your development workflow should be prepared to integrate a Chrome extension, considering you need to load unpacked extensions into Chrome.; Tags unique to Lumos: chrome-extension, langchain, langchain-js, ollama; Use Lumos when your task involves heavy web navigation and requires interaction with the latest local machine learning models directly from a browser.
- When should I choose graphrag-rs over Lumos?
- Choose graphrag-rs over Lumos when graphrag-rs is primarily Rust; Lumos is TypeScript; Tags unique to graphrag-rs: ai, embeddings, entity-extraction, graphrag; Need Rust-based implementation for integration into existing Rust projects.
- When should I avoid Lumos?
- Avoid using Lumos when your primary task does not involve browsing the web or requires a standalone application interface that does not need browser augmentation. Do not use this tool if you are looking for support in languages other than TypeScript, as it is specifically built around this language.
- When should I avoid graphrag-rs?
- Seeking solutions that offer cloud-hosted machine learning services directly Projects that demand Python libraries due to ecosystem dependencies
- Is Lumos or graphrag-rs more popular on GitHub?
- Lumos has more GitHub stars (1,516 vs 522). Stars measure visibility, not whether either tool fits your constraints.
- Are Lumos and graphrag-rs open source?
- Yes - both are open-source projects on GitHub (Lumos: MIT, graphrag-rs: MIT).
- Where can I find alternatives to Lumos or graphrag-rs?
- GraphCanon lists graph-backed alternatives at Lumos alternatives and graphrag-rs alternatives (Lumos markdown twin, graphrag-rs markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, Lumos or graphrag-rs?
- Lumos: Dormant. graphrag-rs: Steady. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for Lumos and graphrag-rs?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Lumos trust report; graphrag-rs trust report.