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Beginners Workshop to Fine-Tune OpenAI LLM Model with Enterprise Web Data in Python
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- 1 Content Intro
- 2 The Problem
- 3 The Solution
- 4 Working Solution Demo
- 5 Understanding Solution
- 6 Open-source libs
- 7 Web Data as source content
- 8 Testing UI without action
- 9 Python Libs Installed
- 10 Python Coding Starts
- 11 Setting OpenAI API Key
- 12 Setting Embeddings
- 13 Setting Chunk Splitter
- 14 Setting embeddings Model
- 15 Create & Persist Embeddings
- 16 Test Embeddings Code
- 17 Setting Langchain App
- 18 Adding Query to KB DB
- 19 Testing Query with KB
- 20 Continuous Queries
- 21 Opensource Libs Review
- 22 OpenAI Billing
- 23 Source code
- 24 Recap