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 ## What is this ?
 
-This app is a demo meeting Q&A application that retrieves multiple vtt meeting transcripts as context using retrieval augmented generation and answers questions to analyze these meetings using the latest [Llama3.1 model](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct). 
+This is a demo meeting Q&A app that retrieves multiple meeting transcripts and answers questions for analysis across meetings.
+Context uses retrieval augmented generation (RAG) and the LLM uses the latest [Llama3.1 model](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct). 
 
 
 ## Why is this important?
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 For the purposes of this demo, the pre-stored meetings are a "clean" set of synthetic meetings aimed at inquiring about challenges with meeting effectiveness. I know, how meta. This demo can be taken a step further by using our [fine tuned model](https://huggingface.co/tykiww/llama3-8b-meetingQA) trained both on the alpaca dataset and a *noisy* synthetic dataset of over 3000 product, technical, and academic meetings. Unfortunately, the lack of a persistent GPU on the free Huggingface Zero GPU spaces posed some challenges, so the fancy 3.1 model should do just fine! It's already a massive improvement over the base Llama 3 family of models.
 
+Furthermore, for security purposes, uploaded meetings will only be retained for 1 hour and will automatically be deleted. To query your meetings, please use your specific session key to access the data you uploaded.
+
 
 This demo is just a peek and is subject to a demand queue. More to come!