# [Graphify](<https://graphify.com/>)

[graphify.com](<https://graphify.com/>)

Turn a codebase into a knowledge graph your AI assistant can trace — answers come back as graph paths with real file:line citations.

[Development](<https://creatorstoolbox.com/communities/development>)[Open Source](<https://creatorstoolbox.com/communities/open-source>)[Artificial Intelligence](<https://creatorstoolbox.com/communities/ai>)

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## About Graphify

Graphify turns a codebase into an explicit knowledge graph for AI coding assistants. Instead of embedding search or grep, it builds structure that can be traversed, so an answer arrives as a traceable graph path with real file:line citations you can open and check. Mapping a repository takes one command, and everything runs on-device: no account, no API keys, and no telemetry, which makes it usable on code that cannot leave the machine.

Install with uv tool install graphifyy followed by graphify install. It is free and open source under Apache 2.0.

Pricing model: Free

## Features

- Maps a whole codebase with a single command

- Answers are explicit graph paths, not embedding similarity

- Real file:line citations you can check

- Runs on-device — no account, no API keys, no telemetry

- Install with uv tool install graphifyy, then graphify install

- Open source under Apache 2.0

## FAQs

Common questions about Graphify

How is this different from embedding search?

Embeddings return chunks ranked by similarity. Graphify returns an explicit path through a graph of the code, with file:line citations, so the reasoning is inspectable.

Does my code leave my machine?

No — it runs on-device with no account, no API keys, and no telemetry.

How do I install it?

uv tool install graphifyy, then graphify install. It is open source under Apache 2.0.

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Canonical source: https://creatorstoolbox.com/products/graphify