Introduction to Chatbots - doraithodla/notes GitHub Wiki
Rule based chat bots and Generative AI based chatbots
Rule based
- UI
- Deep Learning
- Rule engine GAI Chatbots
- UI
- NLP
- LLM
LLMs are based on Foundation Models from Stanford FM+small amount of data - NLP tasks (tuning) FM+prompting = customizing the model
Anatomy of Chatbots
Chatbot Architecture
Any Chatbot can consist of the following components:
- Multi-channel User Interface
- Communication Mediator
- NLP Engine also known as Conversation model
- Conversational Corpus (for training, testing and further analysis)
- Interfaces to business domains
The Anatomy of Generative AI Models: Inderstanding its core Components
https://www.linkedin.com/pulse/anatomy-generative-ai-understanding-its-core-narasimha/