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- ### Welcome to 𝗗𝗮𝘆𝘀𝗼𝗳𝗳 𝘙𝘦𝘵𝘳𝘪𝘦𝘷𝘢𝘭𝘘𝘈 𝗔𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁🤓
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- This project outlines a Retrieval-Augmented QA (~ ʀᴀǫᴀ) system using FAISS as vector store. The Assistant is designed to handle frequently asked questions (FAQs) related to `firmahytteordning` and `personvernspolicy` for Daysoff.
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- # Tech Stack:📌
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- - *LangChain document loaders, LocalFileStore*
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- - *Indexing strategy, FAISS (Facebook AI Similarity Search)*
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- - *RetrievalQA chain (LangChain)*
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- - *OpenAIEmbeddings*
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- - *Chainlit*
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- - *(version:test 1 > ʀᴀǫᴀ-ᴛ¹)*
 
 
 
 
 
 
 
 
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- [image](./public/daysoff_ragdoll.jpg)
 
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+ ### 𝘙𝘦𝘵𝘳𝘪𝘦𝘷𝘢𝘭𝘘𝘈 Demo 𝗔𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁🤓
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+ ʀᴇᴛʀɪᴇᴠᴀʟ-ᴀᴜɢᴍᴇɴᴛᴇᴅ ǫᴀ sʏsᴛᴇᴍ ꜰᴏʀ ᴀssɪsᴛᴀɴᴛ ᴛᴏ ᴜsᴇ, ʟᴇᴠᴇʀᴀɢɪɴɢ ʜɪɢʜ-ᴘʀᴇᴄɪsɪᴏɴ sᴇᴀʀᴄʜᴇs ᴀᴄʀᴏss ᴅᴀʏsᴏꜰꜰ ꜰɪʀᴍᴀʜʏᴛᴛᴇᴏʀᴅɴɪɴɢ ꜰᴀǫ ᴀɴᴅ ᴘᴇʀsᴏɴᴠᴇʀɴsᴘᴏʟɪᴄʏ ꜰᴏʀ ꜰᴀsᴛ, ᴀᴄᴄᴜʀᴀᴛᴇ ᴀɴᴅ ᴏɴ-ʙʀᴀɴᴅ ᴀɴsᴡᴇʀs.
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+ # Features:📌
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+ - Vector search with FAISS
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+ - Cached embeddings for performance optimization
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+ - Chainlit for interactive UI
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+ - Dynamic prompt engineering
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+ - Asynchronous processing
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+ - Metadata handling
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+ - OpenAI integration (gpt-4)
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+ - Streaming responses
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+ *Uses RecursiveCharacterTextSplitter for intelligent document chunking*
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+ *Implements custom system prompt with specific persona*
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+ *Handles source document tracking*
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+ *Supports async callback for streaming responses*
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+ - **(version:test 1 > ʀᴀǫᴀ-ᴛ¹)**
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