Knowledge Graphs for AI Coding Assistants
Graphify is an open-source tool designed to help AI coding assistants by creating a queryable knowledge graph from various code-related resources. It combines static analysis and semantic extraction to provide insights into code functionality and design rationale. The project is maintained under the MIT license and is built on trusted libraries like NetworkX and Tree-sitter.
- ▪Graphify builds a knowledge graph from code, documentation, research papers, and diagrams.
- ▪It uses Tree-sitter for static analysis and LLMs for semantic extraction.
- ▪The tool exports interactive graphs and reports while ensuring secure input validation.
Hacker News (AI / LLM) files mainly under ai. We currently carry 3,301 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
inspect →
Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | Graphify |
| Canonical URL | https://graphify.net/ |
| Publication time | Mon, 18 May 2026 19:09:30 +0000 |
| Retrieval time | 2026-05-18T19:19:56.939Z |
| Last seen | 2026-05-18T19:19:56.939Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | TowR_IIOBWFW |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
Open-Source Knowledge Graph Skill Graphify — Knowledge Graphsfor AI Coding Assistants Graphify is an open-source skill that helps AI coding assistants understand multi-modal codebases by building a queryable knowledge graph from code, docs, papers and diagrams. $ pip install graphifyy Copy function copyInstall(){ const t=document.getElementById('install-text').innerText; navigator.clipboard.writeText(t).then(()=>{ const b=document.getElementById('copy-btn'); const o=b.innerText;b.innerText='Copied'; setTimeout(()=>b.innerText=o,1500); }); } What is Graphify? Graphify is a multi-modal knowledge graph builder created for AI coding assistants such as Claude Code, OpenAI Codex and OpenCode.
…
Excerpt limited to ~120 words for fair-use compliance. The full article is at Graphify.
Discussion
0 commentsMore from Graphify
