Automated experiment creation and execution using LLM agents
Project description
SynDisco: Automated experiment creation and execution using only LLM agents
A lightweight, simple and specialized library used for creating, storing, annotating and analyzing synthetic discussions between Large Language Model (LLM) user-agents.
Unlike other libraries attempting to streamline LLM interactions, syndisco:
- Does not load any VRAM modules except for the underlying LLM
- Does not run any prompts on the LLM other than the prompt to speak in the discussion
- Has a very simple and easy-to-learn API
- Allows the use of local LLMs (although support for proprietary models is being added)
- Is completely free and open source
- Is finetuned for heavy server-side use and multi-day computations with limited resources.
Description and Usage
Have a look at the online documentation for high-level descriptions, API documentation, and tutorials.
Installation
You can download the package from PIP:
pip install syndisco
Or build from source:
git clone https://github.com/dimits-ts/syndisco.git
cd syndisco
pip install .
If you want to contribute to the project, or modify the library's code you may use:
git clone https://github.com/dimits-ts/syndisco.git
cd syndisco
pip install -e .[dev]
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