Graphify

0.7.10 verified Sat May 09 auth: no python

Graphify is an AI coding assistant skill that turns any folder of code, docs, papers, images, or videos into a queryable knowledge graph. Current version 0.7.10, released April 2025. Active development with frequent releases (~every 2–3 weeks). Supports multiple LLM backends (Claude, Gemini, OpenAI, Ollama, Kimi) and 26+ programming languages.

pip install graphifyy

Common errors

error KeyError: 'links' ↓

cause Older graph JSON files have 'edges' key; v0.7.10 expects 'links'.

fix

Re-extract with v0.7.10, or manually rename 'edges' to 'links' in the JSON file.

error JSONDecodeError while reading tsconfig.json ↓

cause tsconfig.json contains JSONC (comments, trailing commas) and is parsed with json.loads() before v0.7.4.

fix

Upgrade to graphify >=0.7.4, which uses a JSONC-aware parser.

error ModuleNotFoundError: No module named 'google.genai' ↓

cause Trying to use Gemini backend without installing the optional dependency.

fix

Install: pip install graphifyy[gemini]

Warnings

breaking Older graph JSON files may have 'edges' key instead of 'links'. Loading such files with v0.7.10 will raise KeyError: 'links'. ↓

fix Re-extract the graph using v0.7.10 or patch the JSON manually (replace 'edges' with 'links').

breaking .tsx files were previously parsed with language_typescript grammar, which silently dropped all JSX-specific nodes. This is fixed in 0.7.10 but existing graphs may be incomplete. ↓

fix Re-extract .tsx files with graphify 0.7.10+.

deprecated The Python snippet workflow for export is deprecated. Use graphify export <format> CLI subcommands instead. ↓

fix Use CLI: 'graphify export html' or 'graphify export obsidian'.

gotcha Sensitive files (e.g., tokenizer.py, password_verification.py, SecretManager.java) may be silently dropped due to false-positive word-boundary matching in _is_sensitive(). Fixed in 0.7.6, but old graphs may be missing files. ↓

fix Upgrade to 0.7.6+ and re-extract.

gotcha tsconfig.json path aliases defined in extended configs (via 'extends') are not resolved unless using v0.7.1+. Even then, JSONC parsing could fail silently before v0.7.4. ↓

fix Upgrade to 0.7.4+ and ensure tsconfig files are valid JSONC.

Install

pip install graphifyy[gemini]

pip install graphifyy[openai]

pip install graphifyy[ollama]

Imports

Graphify
wrong
```
import graphify
```
correct
```
from graphify import Graphify
```
Common mistake: importing the module directly instead of the class.

Quickstart

Quickstart: instantiate Graphify, extract a directory, query, and export.

import os
from graphify import Graphify

# API keys can be set via environment variables (ANTHROPIC_API_KEY, GEMINI_API_KEY, etc.)
g = Graphify()

# Extract a codebase into a knowledge graph
g.extract('./my_project', backend='claude')

# Query the graph
results = g.query('What API endpoints are in the auth module?')
print(results)

# Export as Obsidian vault
g.export('obsidian', output='./vault')