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Update README.md with new database information

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@@ -16,4 +16,9 @@ Help docs here: https://aerospace-chatbot.readthedocs.io/en/latest/
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  The github repository is located here: [aerospace chatbot](https://github.com/dan-s-mueller/aerospace_chatbot)
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  ## This Deployment
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- This deployment is loaded with all Aerospace Mecahnism Symposia papers located in [/data/AMS/](https://github.com/dan-s-mueller/aerospace_chatbot/tree/documentation_update/data/AMS) on Hugging Face Spaces.
 
 
 
 
 
 
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  The github repository is located here: [aerospace chatbot](https://github.com/dan-s-mueller/aerospace_chatbot)
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  ## This Deployment
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+ This deployment is loaded with all Aerospace Mecahnism Symposia papers located in [/data/AMS/](https://github.com/dan-s-mueller/aerospace_chatbot/tree/documentation_update/data/AMS) on Hugging Face Spaces.
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+ There is persistent storage of vector databases when using RAGatouille or ChromaDB. There are a few of preloaded databases. * indicates the database config (OpenAI/Hugging Face, RAGatouille/ChromaDB).
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+ - *-ams-15merge-2000-2020: Database with each document representing 15 merged pages. Covers AMS years 2000-2020.
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+ - *-ams-nomerge-400-0-2000-2020: Database with each document representing chunks of 400 characters, no overlap, and no page merging. Covers AMS years 2000-2020.