The core knowledge assets of enterprises are often submerged in massive documents, making it difficult to accurately retrieve and efficiently utilize them. How to transform the massive amount of knowledge that lies dormant in documents into productivity that drives business with zero barriers to entry?

RAGFlow transforms complex generative AI capabilities into easily accessible "knowledge services" for enterprises. The Kymo Development Management Suite simplifies the technology and process of developing AI agents. Develop an AI agent using the Kymo development management suite and use it as the main architecture. Utilize the AI agent and workflow components developed by Kymo, while calling the knowledge base component of RAGFlow through APIs. Thus combining the friendly interface and visual workflow capabilities of AI agents with the deep document processing capabilities of RAGFlow.

01.

Redefine document depth understanding: the core advantage of RAGFlow

RAGFlow focuses on building RAG solutions and has strong file parsing capabilities. It excels in processing complex documents such as PDFs, scanned copies, and tables; Having DeepDoc technology, capable of processing unstructured documents; Support OCR and built-in multiple document segmentation templates; It performs well in latency sensitive applications and can easily handle heavy workloads.

02.

Kymo Development Management Suite+RAGFlow: Hybrid Architecture Implementation Functionality1+1>2

RAGFlow provides a reliable path from document assets to intelligent knowledge bases, and then to business value transformation. Qimo Technology provides a private deployment solution and one-stop service for RAGFlow, helping enterprises significantly reduce the threshold for applying large models, ensuring the accuracy, compliance, and availability of generated content, and building a trusted intelligent knowledge center.

The complementary advantages of Kymo Development Management Suite and RAGFlow

Through the hybrid architecture of Kymo Development Management Suite and RAGFlow, it is possible to utilize the powerful AI agent development and workflow orchestration capabilities of Kymo Development Management Suite to build complex applications, while also obtaining the powerful document processing and parsing capabilities of RAGFlow. Maintain system scalability and flexibility through API integration. In addition, the Kymo Development Management Suite provides a variety of built-in tools, supporting custom tools to compensate for the limitations of RAGFlow's existing tools.

·Improved deep document parsing capability

After integration with RAGFlow, the AI agent developed by Kymo Development Management Suite has greatly improved its ability in deep document understanding and can better handle unstructured data.

·Improvement of Information Retrieval Quality

RAGFlow uses template based text stitching and visualization adjustment techniques, as well as multi-channel recall and reordering optimization strategies. After integration, an AI agent was developed on the Kymo development management suite, significantly improving the accuracy of knowledge base retrieval and the accuracy of output retrieval results.

03.

Quantifiable Scenario Value: The Implementation Application of RAGFlow

The value of RAGFlow is not a theoretical model, but rather the significant productivity released in multiple business areas. The integration of Kymo development management suite and RAGFlow enables scenario based implementation applications.

·Building an AI Customer Service Script System

Develop an AI customer service assistant on the Kymo development management suite, call the RAGFLow knowledge base component through API, build efficient data ingestion, use the AI customer service assistant to produce customer service scripts, and create quantifiable business value for business departments. After deployment, the efficiency of customer service script preparation in the business department increased by 50%, and the adoption rate of exception handling increased by 20%.

Qimo Technology always advocates customizing AI marketing copy generation, AI sales script generation, AI recruitment script generation and other landing solution designs based on enterprise business development needs, cost budget, and operation and maintenance capabilities. AI is never a multiple-choice question, but the optimal solution for continuous cost reduction and optimization.

The Kymo Development Management Suite is responsible for AI agent development, application deployment, and interactive experience design. RAGFlow serves as the RAG engine to provide data support, ultimately forming a complete closed loop from knowledge base management, accurate information retrieval to intelligent response, meeting the intelligent needs of enterprises in complex scenarios.