Agent-Driven Python Code Generator for Data Analysis
Venu Makka
Technologies & Tools Used
LangChain, OpenAI API, Python, AWS, Function Calling
Description
Built an agent-based system leveraging LangChain and OpenAI’s function-calling capabilities. The agent dynamically generated Python scripts to analyze datasets based on user queries. It integrated with external APIs to perform multi-step queries and provided visual insights via interactive dashboards.
Client Benefit
Enabled the client to automate data analysis tasks without requiring technical expertise, saving hours of manual work and enhancing decision-making with instant data visualizations and actionable insights.
Like this project
Posted Nov 21, 2024
Built an agent-based system leveraging LangChain and OpenAI’s function-calling capabilities. The agent dynamically generated Python scripts to analyze datasets
