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๐˜™๐˜ฆ๐˜ต๐˜ณ๐˜ช๐˜ฆ๐˜ท๐˜ข๐˜ญ๐˜˜๐˜ˆ Demo ๐—”๐˜€๐˜€๐—ถ๐˜€๐˜๐—ฎ๐—ป๐˜๐Ÿค“

ส€แด‡แด›ส€ษชแด‡แด แด€สŸ-แด€แดœษขแดแด‡ษดแด›แด‡แด… วซแด€ sสsแด›แด‡แด ๊œฐแดส€ แด€ssษชsแด›แด€ษดแด› แด›แด แดœsแด‡, สŸแด‡แด แด‡ส€แด€ษขษชษดษข สœษชษขสœ-แด˜ส€แด‡แด„ษชsษชแดษด sแด‡แด€ส€แด„สœแด‡s แด€แด„ส€แดss แด…แด€สsแด๊œฐ๊œฐ ๊œฐษชส€แดแด€สœสแด›แด›แด‡แดส€แด…ษดษชษดษข ๊œฐแด€วซ แด€ษดแด… แด˜แด‡ส€sแดษดแด แด‡ส€ษดsแด˜แดสŸษชแด„ส ๊œฐแดส€ ๊œฐแด€sแด›, แด€แด„แด„แดœส€แด€แด›แด‡ แด€ษดแด… แดษด-ส™ส€แด€ษดแด… แด€ษดsแดกแด‡ส€s.

Features:๐Ÿ“Œ

  • Vector search with FAISS

  • Cached embeddings for performance optimization

  • Chainlit for interactive UI

  • Dynamic prompt engineering

  • Asynchronous processing

  • Metadata handling

  • OpenAI integration (gpt-4)

  • Streaming responses

    Uses RecursiveCharacterTextSplitter for intelligent document chunking Implements custom system prompt with specific persona Handles source document tracking Supports async callback for streaming responses

  • (version:test 1 > ส€แด€วซแด€-แด›ยน)