Apppublic

faisalsns/mental-disorders-symptoms

sourceHugging Facemitupdated 1y agoView on Hugging Face

0likes

App README

🧠 Mental Disorders Agentic System

This Gradio app analyzes mental health-related questions and returns visual insights using a custom LLM-powered pipeline.

Mental Disorders Agentic LLM System

This project uses an agentic LLM-based pipeline to analyze mental disorder symptom data. It leverages multiple modular agents such as planners, analysts, chart generators, and reporters, each performing specialized tasks in a sequence.

🧠 Mental Disorders Agentic System

This Gradio app analyzes mental health-related questions and returns visual insights.

Features

—🧠 Natural language query refinement using LLMs
—📋 Goal-to-task planning with dataset column awareness
—📊 Co-occurrence and metric-based data analysis
—📈 Automatic chart generation and report writing
—🧵 Episodic memory storage using ChromaDB and semantic similarity (RAG-style)
—🧪 Modular and testable agent architecture

Setup

bash

pip install -r requirements.txt
python mental_disorders_agentic_llm_system.py

Dataset

This system uses the Mental Disorders Dataset from Kaggle.

Output

—Summary JSON files
—PNG charts
—Markdown reports
—Persisted memory in ChromaDB vector store

License

This project is licensed under the MIT License. See LICENSE for more information.