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###
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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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[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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