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Update README.md
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pablomarin authored Jul 17, 2023
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Expand Up @@ -45,7 +45,7 @@ The repo is made to teach you step-by-step on how to build a OpenAI based Smart
2. In the app, an OpenAI LLM uses a clever prompt to determine which source contains the answer to the question.
3. Four types of sources are available:
* 3a. Azure SQL Database - contains COVID-related statistics in the US.
* 3b. Azure Bing Search API - provides online web search for current information.
* 3b. Azure Bing Search API - provides access to the internet allowing scenerios like: QnA on public websites .
* 3c. Azure Cognitive Search - contains AI-enriched documents from Blob Storage (10k PDFs and 52k articles).
* 3c.1. Uses an LLM (OpenAI) to vectorize the top K document chunks from 3c.
* 3c.2. Uses in-memory cosine similarity to get the top N chunks.
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