Awesome AI Agents › Multi-Agent Frameworks

expectedparrot/edsl

⭐ 496 Python added to this list on 2025-03-09 repository created 2024-01-02

Expected Parrot Domain-Specific Language (EDSL) is a powerful tool designed to facilitate computational social science and market research using artificial intelligence. It enables users to design, conduct, and analyze AI-powered surveys and experiments involving numerous AI agents and large language models (LLMs). The platform supports simulating social science and market research scenarios with large numbers of AI agents, allowing for complex data labeling and research tasks. EDSL provides a declarative design approach with specified question types that ensure consistent results without the need for complex JSON schemas. It supports parameterized prompts through scenarios, which can automatically import data from various sources such as CSV, PDF, and PNG files. Users can design AI agent personas with specific traits to generate diverse responses, enhancing the richness of survey data. The platform offers simplified access to multiple LLMs, allowing users to run surveys across different models simultaneously and compare their responses conveniently. EDSL also includes features for building sophisticated survey flows with piping, skip logic, and stop rules, enabling rich data labeling workflows. The results from surveys and experiments are formatted as specified datasets that can be replicated at no cost and come with built-in methods for analysis, visualization, and collaboration. The platform integrates with Coop, a free platform for creating and sharing AI research workflows and survey results. Users can manage API keys for language models securely, either using their own keys or an Expected Parrot key that provides access to all available models. The project supports Python versions 3.9 to 3.12 and offers extensive documentation, tutorials, and community support through Discord, blogs, and social media. Overall, EDSL is a comprehensive solution for researchers and practitioners looking to leverage AI for social science and market research, providing tools for experiment design, execution, and collaborative analysis.

https://github.com/expectedparrot/edsl

ai-agent-personasai-agentsai-powered-surveysanthropicapi-key-managementcollaborationcomputational-social-sciencecoop-platformdata-analysisdata-labelingdeclarative-designdeepinfradomain-specific-languageexperimentslarge-language-modelsllama2llmllm-agentllm-frameworkllm-inferencellmsmarket-researchmixtralopen-sourceopenaiparameterized-promptspythonreproducible-datasetsresearch-workflowsscenariosskip-rulessocial-sciencesurvey-logicsurveyssynthetic-datavisualization