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Using Your Own Data with Large Language Models (LLMs) - Making JohnBot
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- 1 - Introduction
- 2 - Why we need to use our own data
- 3 - Your source data
- 4 - Using Azure AI Search
- 5 - Integration and reading data
- 6 - Import and index
- 7 - What interval should be used?
- 8 - Viewing the index and indexer
- 9 - Chunking
- 10 - Other types of media beyond text
- 11 - IF YOU REMEMBER ONE THING :-
- 12 - Keyword search is still useful so we need hybrid
- 13 - BM25 searching
- 14 - Hybrid search with RRF
- 15 - Orchestrator component
- 16 - Using the Playground and key settings such as memory
- 17 - Adding my data source
- 18 - Performing an interaction backed by my data RAG
- 19 - The response and references
- 20 - Summary
- 21 - Close
