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Create README.md

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+ ---
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+ title: Allofresh Assistant (Alita)
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+ emoji: ⚡
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+ colorFrom: red
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+ colorTo: indigo
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+ sdk: gradio
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+ app_file: app.py
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+ pinned: false
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+ ---
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+
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+ Update: 15/05/2023
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+
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+ Capabilities:
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+ - Moderation: Filtering out irrelevant or inappropriate questions
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+ - Answering: Answering the users' free form questions
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+ - Recommendation: Recommending stuffs from Allofresh based on the previous answer
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+
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+ Limitations:
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+ - Latency: At times it takes 3 mins to get an answer for a single query
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+ - Main causes: Azure OpenAI RPM (Request per Minute) limit
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+ - I guess we can work this through by providing streaming, so users won't be too bored waiting for the response
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+ - Product Search Limitations: We use Allofresh's search API to search for relevant products to be recommended