Lumos vs HippoRAG

Common questions

What is the difference between Lumos and HippoRAG?

Lumos: A RAG LLM co-pilot for browsing the web. HippoRAG: A RAG framework enabling LLMs to integrate knowledge from external documents. See the comparison table for live GitHub stats and shared categories.

When should I choose Lumos over HippoRAG?

Choose Lumos over HippoRAG when Lumos is primarily TypeScript; HippoRAG is Python; 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, llm; 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 HippoRAG over Lumos?

Choose HippoRAG over Lumos when HippoRAG is primarily Python; Lumos is TypeScript; Requirements: Ensure you have Python 3.10 installed.; Set environment variables such as CUDA_VISIBLE_DEVICES, HF_HOME, and OPENAI_API_KEY as needed.; Install HippoRAG using Conda or uv for a project-local environment.; Tags unique to HippoRAG: external documents, knowledge graphs, knowledge integration, llms; When you need a framework that integrates knowledge from external documents into LLMs in a manner inspired by human long-term memory.

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 HippoRAG?

If your project does not require the integration of knowledge from external documents into LLMs in a manner inspired by human long-term memory. When personalized page rank and knowledge graphs are not necessary for your project's knowledge retrieval and integration needs. If you are not using Python 3.10 or do not wish to manage a project-local environment with Conda or uv.

Is Lumos or HippoRAG more popular on GitHub?

HippoRAG has more GitHub stars (4,012 vs 1,513). Stars measure visibility, not whether either tool fits your constraints.

Are Lumos and HippoRAG open source?

Yes - both are open-source projects on GitHub (Lumos: MIT, HippoRAG: MIT).

Where can I find alternatives to Lumos or HippoRAG?

GraphCanon lists graph-backed alternatives at Lumos alternatives and HippoRAG alternatives (Lumos markdown twin, HippoRAG 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 HippoRAG?

Lumos: Dormant. HippoRAG: Active. 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 HippoRAG?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Lumos trust report; HippoRAG trust report.