expectedparrot / edsl

Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market research with large numbers of AI agents and LLMs.
https://docs.expectedparrot.com
MIT License
96 stars 14 forks source link
anthropic data-labeling deepinfra domain-specific-language experiments llama2 llm llm-agent llm-framework llm-inference market-research mixtral open-source openai python social-science surveys synthetic-data

Expected Parrot Domain-Specific Language

edsl.png

The Expected Parrot Domain-Specific Language (EDSL) package lets you conduct computational social science and market research with AI. Use it to design surveys and experiments, simulate responses with large language models, and perform data labeling and other research tasks. EDSL comes with built-in methods for analyzing, visualizing and sharing your results.

🔗 Links

💡 Contributions, Feature Requests & Bugs

Interested in contributing? Want us to add a new feature? Found a nasty bug that you would like us to squash? Please send us an email at info@expectedparrot.com or message us at our Discord server.

💻 Getting started

EDSL is compatible with Python 3.9 - 3.12.

pip install edsl

🔧 Dependencies

API keys for LLMs that you want to use, stored in a .env file