AI Chatbot with Large Language Models
Published:
Project Overview
An advanced AI-powered chatbot system that combines the power of Large Language Models (LLMs) with robust database management and API integrations to provide intelligent, context-aware responses and automated task execution.
| Status: Active Development | Tech Stack: Python, LLMs (GPT/Claude), PostgreSQL, REST APIs |
Key Features
1. Intelligent Conversation Management
- Natural language understanding and generation using state-of-the-art LLMs
- Context-aware responses that maintain conversation history
- Multi-turn dialogue capability with memory management
2. Database Integration
- PostgreSQL backend for persistent data storage
- Efficient conversation history tracking
- Query optimization for real-time responses
3. API Connectivity
- RESTful API integration for external service connections
- Webhook support for event-driven actions
- Secure authentication and authorization
4. Agentic Problem-Solving
- Task decomposition and planning
- Multi-step reasoning capabilities
- Tool usage and function calling
- Autonomous task execution