Comparison
graphify vs PageIndex
Verdict
Pick graphify if graphify transforms a variety of inputs into a unified knowledge graph, ideal for creating searchable insights from mixed content types; pick PageIndex if pageIndex is a Python-based document indexing system that doesn't rely on vector databases. It's designed for agentic AI tasks where reasoning and context are key.
Markdown twin · graphify alternatives · PageIndex alternatives
GraphCanon updated 3d
vs
Trust & integrity
| Signal | graphify | PageIndex |
|---|---|---|
| Maintenance | Very active (0d since push) As of 3d · github_public_v1 | Very active (1d since push) As of 4d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3d · github_public_v1 | Not a fork · Organization account As of 4d · 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
- graphify
- Turn any code or documentation into a queryable knowledge graph
- PageIndex
- Document Index for Vectorless, Reasoning-based RAG
Stars
- graphify
- 108k
- PageIndex
- 35k
Forks
- graphify
- 10k
- PageIndex
- 3.1k
Open issues
- graphify
- 978
- PageIndex
- 157
Language
- graphify
- Python
- PageIndex
- Python
Adopt for
- graphify
- Graphify transforms a variety of inputs into a unified knowledge graph, ideal for creating searchable insights from mixed content types.
- PageIndex
- PageIndex is a Python-based document indexing system that doesn't rely on vector databases. It's designed for agentic AI tasks where reasoning and context are key.
Persona
- graphify
- -
- PageIndex
- -
Runtime
- graphify
- -
- PageIndex
- -
License
- graphify
- MIT
- PageIndex
- MIT
Last pushed
- graphify
- Aug 17, 2026
- PageIndex
- Aug 14, 2026
Categories
- graphify
- AI Agents, Data & Retrieval
- PageIndex
- AI Agents, Data & Retrieval
Trust and health
Days since push
- graphify
- 0d
- PageIndex
- 1d
Open issues (now)
- graphify
- 978
- PageIndex
- 157
Stars delta
- graphify
- +17k (30d)
- PageIndex
- +1.1k (30d)
Open issues delta
- graphify
- +441 (30d)
- PageIndex
- +18 (30d)
Full report
- graphify
- Trust report
- PageIndex
- Trust report
Choose graphify if…
- Requirements: Ensure to install from the correct PyPI package named `graphifyy` (with double 'y') and not other similar-named packages which are unaffiliated.; Installation involves setting up a Python environment ('venv') and ensuring all required extras are installed..
- Tags unique to graphify: claude-code, codex, gemini, knowledge-graph.
- graphify ships Docker support for self-hosted deployment.
- When you need to turn diverse file types (code, SQL schemas, documents, images) into a single queryable data structure that can be searched and analyzed together.
When NOT to use graphify
- If the project exclusively involves text-based content without requiring integration or querying across different file types (e.g., plain documents with no need for cross-referencing).
- Avoid using Graphify if you are looking for a tool that focuses solely on visual graph representation without the depth of semantic querying capabilities.
Choose PageIndex if…
- Tags unique to PageIndex: agentic-ai, agents, context-engineering, information-retrieval.
- When your agentic AI project requires a non-vector database solution for reasoning and retrieval-augmented generation.
- Leaner open-issue backlog (157).
When NOT to use PageIndex
- For projects that strictly require the efficiency of vector databases, as PageIndex operates independently of these technologies.
- When your application demands real-time indexing or quick data access methods that are more suited to vector database capabilities.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Graphify-Labs/graphify) · observed Aug 18, 2026
- GitHub forks (Graphify-Labs/graphify) · observed Aug 18, 2026
- Last push (Graphify-Labs/graphify) · observed Aug 17, 2026
- License file (MIT) · observed Aug 18, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (VectifyAI/PageIndex) · observed Aug 16, 2026
- GitHub forks (VectifyAI/PageIndex) · observed Aug 16, 2026
- Last push (VectifyAI/PageIndex) · observed Aug 14, 2026
- License file (MIT) · observed Aug 16, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: graphify 108k · PageIndex 35k (synced Aug 18, 2026).
Common questions
- What is the difference between graphify and PageIndex?
- graphify: Turn any code or documentation into a queryable knowledge graph. PageIndex: Document Index for Vectorless, Reasoning-based RAG. See the comparison table for live GitHub stats and shared categories.
- When should I choose graphify over PageIndex?
- Choose graphify over PageIndex when Requirements: Ensure to install from the correct PyPI package named
graphifyy(with double 'y') and not other similar-named packages which are unaffiliated.; Installation involves setting up a Python environment ('venv') and ensuring all required extras are installed.; Tags unique to graphify: claude-code, codex, gemini, knowledge-graph; graphify ships Docker support for self-hosted deployment; When you need to turn diverse file types (code, SQL schemas, documents, images) into a single queryable data structure that can be searched and analyzed together. - When should I choose PageIndex over graphify?
- Choose PageIndex over graphify when Tags unique to PageIndex: agentic-ai, agents, context-engineering, information-retrieval; When your agentic AI project requires a non-vector database solution for reasoning and retrieval-augmented generation; Leaner open-issue backlog (157).
- When should I avoid graphify?
- If the project exclusively involves text-based content without requiring integration or querying across different file types (e.g., plain documents with no need for cross-referencing). Avoid using Graphify if you are looking for a tool that focuses solely on visual graph representation without the depth of semantic querying capabilities.
- When should I avoid PageIndex?
- For projects that strictly require the efficiency of vector databases, as PageIndex operates independently of these technologies. When your application demands real-time indexing or quick data access methods that are more suited to vector database capabilities.
- Is graphify or PageIndex more popular on GitHub?
- graphify has more GitHub stars (107,507 vs 35,204). Stars measure visibility, not whether either tool fits your constraints.
- Are graphify and PageIndex open source?
- Yes - both are open-source projects on GitHub (graphify: MIT, PageIndex: MIT).
- Where can I find alternatives to graphify or PageIndex?
- GraphCanon lists graph-backed alternatives at graphify alternatives and PageIndex alternatives (graphify markdown twin, PageIndex 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, graphify or PageIndex?
- graphify: Very active. PageIndex: 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 graphify and PageIndex?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: graphify trust report; PageIndex trust report.