Chatbot Development (Bots)
Description
This project covers building and integrating smart chatbots capable of understanding natural language and automating tasks. Work spanned several approaches, from custom solutions built on the open-source Rasa platform through to integrating large language models (LLMs) such as DeepSeek and Llama to create advanced conversational experiences.
Key Features
LLM Integration
Connecting advanced language models such as DeepSeek and Llama so the bots can hold complex conversations and generate accurate responses.
Rasa Platform
Using the Rasa platform to build custom chatbots with full dialogue management and intent/entity understanding.
Frontend Interfaces
Developing simple user interfaces that showcase the bots' capabilities and make interacting with them through APIs straightforward.
Technologies Used
- Python
- Large Language Models (LLMs)
- Rasa Open Source
- API Integration
- Natural Language Processing (NLP)