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A local, agentic coding system

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Local Coder

  • A multi-agent system that researches and codes a concept that is provided by the user. Everything runs locally.

Target Environment:

  • A modern PC (x86_64) running a Debian-like instance

Dependencies

  • You need Docker & Docker Compose installed on your system

  • You also need a Tavily API key

https://www.tavily.com/

Run using Docker Compose

  • Create a .env file in the local-coder directory & paste in your API key using the following format
TAVILY_API_KEY="your_tavily_api_key"
  • Start both containers
docker compose up --build -d
  • Download each model into Ollama once
docker compose exec ollama ollama pull llama3.1:8b
docker compose exec ollama ollama pull ornith:9b
docker compose exec ollama ollama pull mistral:7b
docker compose exec ollama ollama pull dolphin3:8b
  • Now access the app at the following link & refresh the page
http://localhost:8501

Additional Information

  • The system begins building a GUI in Python by default. In order to generate different code you must alter the source file.
  • Most importantly, the system uses locally installed LLMs and will not function if you do not have the appropriate models downloaded.

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