A collection of innovative AI-powered applications exploring the frontiers of natural language processing, database interactions, and intelligent automation. Each project demonstrates practical applications of AI in real-world scenarios.
๐ค SQL Chatbot
An intelligent conversational interface that bridges the gap between natural language and SQL databases. Perfect for users who want to interact with databases without writing complex SQL queries.
Key Highlights:
- Natural language to SQL conversion
- Interactive chat interface
- Real-time query assistance
- Schema-aware responses
๐ฅ HR Application
A comprehensive HR management solution powered by AI, designed to streamline and automate HR processes while providing intelligent assistance for HR professionals.
Key Highlights:
- Automated HR workflows
- Employee data management
- Policy assistance
- Natural language processing for HR queries
โ๏ธ Travel Agent
An AI-powered travel planning assistant that creates personalized travel experiences by understanding user preferences and generating detailed itineraries.
Key Highlights:
- Personalized itinerary creation
- Real-time travel recommendations
- Interactive planning interface
- Comprehensive destination information
๐๏ธ E-commerce Shopping Assistant
An AI-powered shopping assistant that helps users find products, compare prices, and make informed purchasing decisions.
Key Highlights:
- Product recommendations
- Price comparison
- Image-based search
- Shopping list management
An AI-powered learning assistant that helps students and educators with personalized learning strategies and educational content.
Key Highlights:
- Personalized learning paths
- Educational content generation
- Progress tracking
- Interactive learning tools
A Model Context Protocol server for SQL databases that enables LLMs to interact with databases through a standardized interface. Provides tools for querying and retrieving schema information from SQL databases.
Key Highlights:
- SQL database interaction via LLMs
- Schema information retrieval
- Secure query execution
- Standardized protocol interface
- Support for multiple database types
An interactive SQL chatbot and dynamic dashboard system that combines natural language processing with the Modular Control Protocol (MCP) to provide a powerful interface for database interaction and visualization.
Key Highlights:
- Natural language SQL queries
- Dynamic dashboard generation
- Database schema analysis
- Interactive charts and visualizations
- Responsive design with Tailwind CSS
- MCP integration for secure database access
๐พ Prompt Caching
A system for optimizing LLM interactions through intelligent caching of prompts and responses.
Key Highlights:
- Response caching
- Performance optimization
- Cost reduction
- Query optimization
๐ Storybook CrewAI
An AI-powered story generation system that creates engaging narratives using a team of specialized AI agents.
Key Highlights:
- Collaborative story writing
- Character development
- Plot generation
- Narrative consistency
- Core Technologies: Python, Streamlit
- AI/ML: Groq LLM, LangChain
- Data Processing: Pandas, NumPy
- Web Technologies: HTML, CSS, JavaScript
- Database: MySQL, SQLite
- Agent Frameworks: CrewAI, MCP
- Caching: Redis, Local Cache
This repository aims to demonstrate practical applications of AI in various domains:
- Natural Language Processing
- Database Interactions
- Process Automation
- Intelligent Decision Making
- User Experience Enhancement
- Multi-Agent Systems
- Educational Technology
- E-commerce Solutions
Each project in this repository is self-contained with its own:
- Documentation
- Dependencies
- Setup instructions
- Usage guidelines
Contributions are welcome! Please feel free to submit a Pull Request. For major changes, please open an issue first to discuss what you would like to change.
This project is licensed under the MIT License - see the LICENSE file for details.