Overview
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This walkthrough demonstrates creating and deploying a custom chatbot in Abacus AI Chat LLM, combining document retrieval with fine-tuning. It covers document uploads, model training and evaluation, and Slack integration.
Syllabus
- Introduction to Abacus AI Chat LLM
- Key features and benefits
- Combining fine-tuning and RAG techniques
- Steps to create a custom LLM chatbot
- Document management and embedding process
- Setting up and deploying the chat interface
- Uploading data and creating datasets
- Training and evaluating the model
- Using the custom-built chat model
- Integrating the chatbot with Slack
Taught by
Mervin Praison