Comprehensive Streamlit 애플리케이션 Tools for Every Need

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Streamlit 애플리케이션

  • AI-powered customer service agent built with OpenAI Autogen and Streamlit for automated, interactive support and query resolution.
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    What is Customer Service Agent with Autogen Streamlit?
    This project showcases a fully functional customer service AI agent that leverages OpenAI’s Autogen framework and a Streamlit front end. It routes user inquiries through a customizable agent pipeline, maintains conversational context, and generates accurate, context-aware responses. Developers can easily clone the repository, set their OpenAI API key, and launch a web UI to test or extend the bot’s capabilities. The codebase includes clear configuration points for prompt design, response handling, and integration with external services, making it a versatile starting point for building support chatbots, helpdesk automations, or internal Q&A assistants.
  • An AI-powered chat app that uses GPT-3.5 Turbo to ingest documents and answer user queries in real-time.
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    What is Query-Bot?
    Query-Bot integrates document ingestion, text chunking, and vector embeddings to build a searchable index from PDFs, text files, and Word documents. Using LangChain and OpenAI GPT-3.5 Turbo, it processes user queries by retrieving relevant document passages and generating concise answers. The Streamlit-based UI allows users to upload files, track conversation history, and adjust settings. It can be deployed locally or on cloud environments, offering an extensible framework for custom agents and knowledge bases.
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