svjack/CodeActAgent-Gradio
UnOfficial Gradio Repo for ICML 2024 paper "Executable Code Actions Elicit Better LLM Agents" by Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji.
This tool helps data professionals and students interactively learn, debug, and generate Python code using a large language model. You provide natural language prompts or questions, and the system generates and executes code, displaying the results in a chat interface. It’s designed for anyone who needs an intelligent coding assistant for learning, data analysis, or task automation.
No commits in the last 6 months.
Use this if you need an interactive coding assistant that can teach Python concepts, write functions, analyze data, and even correct its own code based on your natural language feedback.
Not ideal if you need a production-ready system for complex, mission-critical software development or if you lack a GPU for optimal performance.
Stars
16
Forks
1
Language
Jupyter Notebook
License
—
Category
Last pushed
Sep 30, 2024
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/transformers/svjack/CodeActAgent-Gradio"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
InternLM/lagent
A lightweight framework for building LLM-based agents
microsoft/rat-sql
A relation-aware semantic parsing model from English to SQL
Mann1988/awesome-claude-skills
📊 Explore high-quality Claude skills focused on business analysis and content creation,...
kevinMEH/keyscan
Keyscan: AI-powered API key scanner for GitHub Gists.
Sakeeb91/text2sql-agent
Self-correcting AI agent for natural language to SQL using HuggingFace smolagents and ReAct framework