added

README.md

@@ -1,124 +1,12 @@
-# 🌟 OntoGraph - Drug Interaction Analysis System
-
-A sophisticated Python-based application that combines ontology reasoning with LLM capabilities to analyze drug interactions, conflicts, and alternatives. The system provides comprehensive analysis through both CLI and web interfaces.
-![alt text](img/img.png)
-
-## 🚀 Key Features
-
-- Dual Interface Options:
-  - Web-based interface using Streamlit
-  - Command-line interface for direct interaction
-- Comprehensive Drug Analysis:
-  - Drug interaction detection
-  - Conflict identification
-  - Similar drug suggestions
-  - Alternative medication recommendations
-- Advanced Technology Stack:
-  - RDF/OWL ontology for knowledge representation
-  - Groq LLM integration for natural language processing
-  - Agent-based architecture using Langgraph for modular analysis
-  - Structured logging system
-
-## 🛠️ Technical Requirements
-
-- Python 3.x
-- Groq API key
-- Required Python packages:
-  - rdflib
-  - langchain
-  - python-dotenv
-  - langchain-community
-  - langchain-groq
-  - langgraph
-  - streamlit
-
-## 📥 Installation
-
-1. Clone the repository:
-```bash
-git clone https://github.com/Manithj/onto_graph.git
-cd onto_graph
-```
-
-2. Install dependencies:
-```bash
-pip install -r requirements.txt
-```
-
-3. Configure environment:
-   - Create a `.env` file in the project root
-   - Add your Groq API key:
-```bash
-GROQ_API_KEY=your_api_key_here
-```
-
-## 💻 Usage
-
-### Web Interface
-```bash
-streamlit run app.py
-```
-Navigate to the displayed local URL to access the web interface.
-
-### Command Line Interface
-```bash
-python appcli.py
-```
-
-## 🏗️ Project Structure
-
-```
-onto_graph/
-├── app.py              # Streamlit web interface
-├── appcli.py          # Command line interface
-├── agents/            # Agent implementations
-│   ├── __init__.py
-│   ├── alternative_agent.py
-│   ├── base_agent.py
-│   ├── conflict_agent.py
-│   ├── interaction_agent.py
-│   └── similarity_agent.py
-├── analyzers/         # Analysis coordination
-│   ├── __init__.py
-│   └── drug_interaction_analyzer.py
-├── ontology/         # Knowledge base
-│   └── DrugInteraction.owl
-└── requirements.txt  # Project dependencies
-```
-
-## 🔍 Features in Detail
-
-### Agent System
-- **Base Agent**: Common functionality for ontology queries
-- **Alternative Agent**: Identifies alternative medications
-- **Similarity Agent**: Finds similar drugs
-- **Conflict Agent**: Detects drug conflicts
-- **Interaction Agent**: Analyzes drug interactions
-
-### Analysis Pipeline
-1. User input processing
-2. Ontology querying
-3. LLM-powered result synthesis
-4. Structured response generation
-
-## 🤝 Contributing
-
-We welcome contributions! Please follow these steps:
-
-1. Fork the repository
-2. Create a feature branch
-3. Commit your changes
-4. Push to your branch
-5. Create a Pull Request
-
-## 📝 Logging
-
-The system maintains detailed logs in `app.log`, capturing:
-- Information level messages
-- Warning and error states
-- Query execution details
-- System state changes
-
-## 📜 License
-
-This project is licensed under the [Apache 2.0](LICENSE).
+---
+title: Ontograph
+emoji: 💻
+colorFrom: red
+colorTo: green
+sdk: streamlit
+sdk_version: 1.41.1
+app_file: app.py
+pinned: false
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference