Comparison
AutoRAG vs HippoRAG
Verdict
Pick AutoRAG if autoRAG: Automate RAG task evaluation and optimization using AutoML techniques; pick HippoRAG if hippoRAG is a RAG framework that leverages Knowledge Graphs and Personalized PageRank for improved information retrieval from external documents.
Markdown twin · AutoRAG alternatives · HippoRAG alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | AutoRAG | HippoRAG |
|---|---|---|
| Maintenance | Very active (2d since push) As of 2w · github_public_v1 | Very active (3d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings 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
- AutoRAG
- Open-source framework for RAG evaluation and optimization via AutoML
- HippoRAG
- HippoRAG is a RAG framework enabling LLMs to continuously integrate knowledge from external documents.
Stars
- AutoRAG
- 5.0k
- HippoRAG
- 3.9k
Forks
- AutoRAG
- 419
- HippoRAG
- 416
Open issues
- AutoRAG
- 123
- HippoRAG
- 7
Language
- AutoRAG
- TypeScript
- HippoRAG
- Python
Adopt for
- AutoRAG
- AutoRAG: Automate RAG task evaluation and optimization using AutoML techniques.
- HippoRAG
- HippoRAG is a RAG framework that leverages Knowledge Graphs and Personalized PageRank for improved information retrieval from external documents.
Persona
- AutoRAG
- -
- HippoRAG
- -
Runtime
- AutoRAG
- -
- HippoRAG
- -
License
- AutoRAG
- Apache-2.0 licensed, allowing free use in commercial projects while retaining copyright notices.
- HippoRAG
- MIT
Last pushed
- AutoRAG
- Aug 5, 2026
- HippoRAG
- Jul 29, 2026
Categories
- AutoRAG
- Evaluation & Observability, Model Training
- HippoRAG
- LLM Frameworks, Model Training
Trust and health
Days since push
- AutoRAG
- 2d
- HippoRAG
- 3d
Open issues (now)
- AutoRAG
- 123
- HippoRAG
- 7
OSV dependency advisories
- AutoRAG
- No lockfile (source not queried)
- HippoRAG
- Published findings
Full report
- AutoRAG
- Trust report
- HippoRAG
- Trust report
Choose AutoRAG if…
- AutoRAG is primarily TypeScript; HippoRAG is Python.
- License: AutoRAG is Apache-2.0, HippoRAG is MIT.
- Tags unique to AutoRAG: analysis, automl, benchmarking, document-parser.
- Also covers Evaluation & Observability.
- Automated benchmarking is needed for retrieval-augmented generation tasks
When NOT to use AutoRAG
- Requirements exceed capabilities of open-source tools
- No need for RAG-specific optimization and evaluation features
Choose HippoRAG if…
- HippoRAG is primarily Python; AutoRAG is TypeScript.
- License: HippoRAG is MIT, AutoRAG is Apache-2.0.
- Tags unique to HippoRAG: knowledge graphs, knowledge integration, language-models, personalized pagerank.
- Also covers LLM Frameworks.
- When integrating human-like long-term memory capabilities into LLM models to handle vast amounts of external knowledge
When NOT to use HippoRAG
- If your application does not require continuous integration of external documents or personalized information retrieval
- For simpler applications where standard RAG frameworks without KG Personalized PageRank suffice for performance requirements
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Marker-Inc-Korea/AutoRAG) · observed Aug 8, 2026
- GitHub forks (Marker-Inc-Korea/AutoRAG) · observed Aug 8, 2026
- Last push (Marker-Inc-Korea/AutoRAG) · observed Aug 5, 2026
- License file (Apache-2.0) · observed Aug 8, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (OSU-NLP-Group/HippoRAG) · observed Aug 1, 2026
- GitHub forks (OSU-NLP-Group/HippoRAG) · observed Aug 1, 2026
- Last push (OSU-NLP-Group/HippoRAG) · observed Jul 29, 2026
- License file (MIT) · observed Aug 1, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AutoRAG 5.0k · HippoRAG 3.9k (synced Aug 8, 2026).
Common questions
- What is the difference between AutoRAG and HippoRAG?
- AutoRAG: Open-source framework for RAG evaluation and optimization via AutoML. HippoRAG: HippoRAG is a RAG framework enabling LLMs to continuously integrate knowledge from external documents.. See the comparison table for live GitHub stats and shared categories.
- When should I choose AutoRAG over HippoRAG?
- Choose AutoRAG over HippoRAG when AutoRAG is primarily TypeScript; HippoRAG is Python; License: AutoRAG is Apache-2.0, HippoRAG is MIT; Tags unique to AutoRAG: analysis, automl, benchmarking, document-parser; Also covers Evaluation & Observability; Automated benchmarking is needed for retrieval-augmented generation tasks.
- When should I choose HippoRAG over AutoRAG?
- Choose HippoRAG over AutoRAG when HippoRAG is primarily Python; AutoRAG is TypeScript; License: HippoRAG is MIT, AutoRAG is Apache-2.0; Tags unique to HippoRAG: knowledge graphs, knowledge integration, language-models, personalized pagerank; Also covers LLM Frameworks; When integrating human-like long-term memory capabilities into LLM models to handle vast amounts of external knowledge.
- When should I avoid AutoRAG?
- Requirements exceed capabilities of open-source tools No need for RAG-specific optimization and evaluation features
- When should I avoid HippoRAG?
- If your application does not require continuous integration of external documents or personalized information retrieval For simpler applications where standard RAG frameworks without KG Personalized PageRank suffice for performance requirements
- Is AutoRAG or HippoRAG more popular on GitHub?
- AutoRAG has more GitHub stars (4,968 vs 3,902). Stars measure visibility, not whether either tool fits your constraints.
- Are AutoRAG and HippoRAG open source?
- Yes - both are open-source projects on GitHub (AutoRAG: Apache-2.0, HippoRAG: MIT).
- Where can I find alternatives to AutoRAG or HippoRAG?
- GraphCanon lists graph-backed alternatives at AutoRAG alternatives and HippoRAG alternatives (AutoRAG 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, AutoRAG or HippoRAG?
- AutoRAG: Very active. HippoRAG: Very 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 AutoRAG and HippoRAG?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AutoRAG trust report; HippoRAG trust report.