Internal Prototype
Prototype
AI Agent Development
Conversational AI Data Analyst Agent
Non-technical team members required fast data analysis without writing custom database queries.
Note: This is an internal InventaCore AI product or prototype.
The Challenge
Non-technical team members required fast data analysis without writing custom database queries.
The Engineering Solution
Architected an LLM agent with code-execution tools to inspect CSV datasets, execute Pandas transformations, and generate visualizations from natural language prompts.
Prototype Evaluation
Enabled users to query project data through a conversational analytics interface.
Technologies & Tools
OpenAI API
LangChain
Python
FastAPI
React
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