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manejo de consultas de usuario

  • A Python-based chatbot leveraging LangChain agents and FAISS retrieval to provide RAG-powered conversational responses.
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    What is LangChain RAG Agent Chatbot?
    LangChain RAG Agent Chatbot sets up a pipeline that ingests documents, converts them into embeddings with OpenAI models, and stores them in a FAISS vector database. When a user query arrives, the LangChain retrieval chain fetches relevant passages, and the agent executor orchestrates between retrieval and generation tools to produce contextually rich answers. This modular architecture supports custom prompt templates, multiple LLM providers, and configurable vector stores, making it ideal for building knowledge-driven chatbots.
    LangChain RAG Agent Chatbot Core Features
    • Document ingestion and embedding
    • FAISS vector store creation
    • LangChain retrieval QA chain
    • Agent executor with tool integration
    • OpenAI API support
    • Interactive CLI chat interface
  • Hatz AI excels in automating customer engagement and support tasks efficiently.
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    What is Hatz AI?
    Hatz AI serves as an intelligent virtual assistant that automates customer interactions, helping businesses improve their service delivery. It utilizes natural language processing to understand user queries and respond promptly, thus reducing the workload on customer support teams. Hatz AI can manage frequently asked questions, facilitate bookings, and provide information about products and services, making it an essential tool for businesses looking to enhance customer satisfaction and operational efficiency.
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