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Project description
GPT playground
Just me playing with large language models, langchain, etc.
gptme
An interactive CLI to let you interact with LLMs in a Chat-style interface.
With features like:
- Supports OpenAI and any model that runs in llama
- Thanks to llama-cpp-server!
- Tools
- Access to the local machine
- Execute shell/Python code on the local machine.
- Command output (stdout & stderr + error code) will be feeded back to the agent, making it able to self-correct errors etc.
- Can handle long context sizes through summarization.
- (not very well developed)
Usage
Install deps:
poetry install
To use locally, you need to start llama-cpp-server:
poetry run python -m llama_cpp.server --model ~/ML/Manticore-13B.ggmlv3.q4_1.bin
Then you can interact with it using:
gptme --llm llama
TODO
Ideas for things to try:
- An agent that looks up the latest CI job, and if it failed, tries to figure out how to fix it.
- An agent that looks up recent GitHub issues, tries to generate an answer.
- An agent that looks up recent GitHub PRs, tries to generate an action (comment, ask for human review, merge, close).
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