Code2LLM
Creator & Maintainer/2024
Code2LLM — Code2LLM bridges the gap between local code and large language models, allowing developers to chat with their repo without API keys or complex setups. — Code2LLM — Code2LLM bridges the gap between local code and large language models, allowing developers to chat with their repo without API keys or complex setups. —
Stack
[ Python ][ Flask ][ LLMs ][ CLI Tool ]
Outputs
- CLI for automated extraction
- Web Interface for context management
- Smart chunking algorithms
Code2LLM bridges the gap between local code and large language models, allowing developers to chat with their repo without API keys or complex setups.
01
The Challenge
Developers struggle to use web-based LLMs like Claude or ChatGPT for complex tasks because manually copying files loses context and hits token limits.
02
The Approach
I built a smart traversal engine that respects .gitignore, chunks code based on logical boundaries, and serves it via a local web UI. This allows 'Repo-to-Prompt' generation in a single command, preserving dependency context.
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The Impact
Empowers developers to perform architectural refactors using standard LLMs, saving hours of context-switching overhead.
Processes largest repositories (10k+ LOC) in seconds
Adopted by developers for refactoring legacy codebases with free LLMs
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Live Project