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Personal project2025 - Present
WhatsApp AI Chatbot
Intelligent Conversational Assistant
AI-powered chatbot integrated with WhatsApp for intelligent conversations. Leverages natural language processing for context-aware responses.
The work
Key features
- Natural language understanding and processing
- Context-aware conversation handling
- Automated response to common queries
- Integration with WhatsApp
The impact
Results
- Automated responses to common inquiries
Technical approach
- WhatsApp integration for message handling
- Local LLM deployment (Ollama/Llama.cpp) for AI processing
- Context management system for multi-turn conversations
- Webhook architecture for real-time message processing
Challenges
- Managing conversation context across multiple sessions
- Optimizing AI response time for instant messaging expectations
- Ensuring appropriate and safe AI responses