M-RAG
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Our chatbot solution that combines Retrieval-Augmented Generation (RAG) technology, designed to optimize user experience and enhance your business's work efficiency.
M-RAGCustomRAG chatbot dynamically uses knowledge for specific tasks.
Automating Information Retrieval
RAG-technology-based chatbot enables accurate information querying from the knowledge base. It supports a "thinking mode" for answering complex questions.
Flexibility Across Diverse Operations and Data
The system supports data ingestion from multiple document formats (doc, excel, txt, etc.) and information crawling from websites. Extractable information formats include text, images, and tables. It allows for knowledge data management, ensuring flexibility across various business operations.
Reliability and Trustworthiness
The chatbot will only provide information contained within the documents and will respond with "I don't know" if insufficient information is available (mitigating the current issue of Hallucination). When responding, it will cite the information sources for user verification.
