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Japan AI's RAG Technology: Redefining Accuracy in Information Retrieval

Japan AI, headquartered in Shinjuku, Tokyo, has made headlines by achieving an industry-leading accuracy rate of 82.7% with its proprietary Retrieval-Augmented Generation (RAG) technology. This innovative advancement has been validated through rigorous testing against major cloud vendors, showcasing its superiority in search precision.

Evaluating Japan AI's RAG Precision

The evaluation of Japan AI’s RAG technology involved comparing various large-scale language models against benchmark answers. The assessment focused on semantic similarity and correctness, yielding a notable execution of accurate responses. The company's unique implementation of RAG enables high-quality information extraction from internal document databases, significantly improving search accuracy and reliability while providing targeted answers.

The recent results demonstrated that Japan AI far outperformed competitors, achieving an astounding 82.7% correct answer rate, eclipsing Company A at 51.2% and Company B at 71.4%. This data evidences Japan AI's commitment to precision in search functions and information replication.

Results Summary:

• - Correctness rate evaluated against approximately 300 queries.

The enhanced accuracy allows organizations to build more effective internal FAQ systems and improve the validation of responses derived from operational manuals.

The Agentic RAG Concept

Japan AI's technology goes beyond mere information retrieval, introducing the concept of “Agentic RAG.” This feature critically evaluates the validity of responses while also exploring alternative solutions. By referencing multiple information sources, it checks for coherence in responses and evaluates improved formulations, thereby generating the most suitable answers.

Future Prospects

Looking ahead, Japan AI plans to improve its database management by enabling AI agents to deepen their understanding of document content before storage. They will streamline the structuring of information, emphasizing the relationships and hierarchies among documents for comprehensive information extraction. Furthermore, the intention to incorporate customizable structures will provide tailored solutions to meet varied corporate usage patterns enhances the adaptability of the technology.

About Japan AI Services

Japan AI AGENT

An AI system that autonomously thinks to accomplish set objectives and goals, automating a variety of everyday tasks. For more information, visit: Japan AI AGENT

Japan AI CHAT

A corporate-oriented AI platform utilizing the latest language models, facilitating data integration and generating high-accuracy responses based on internal data. Comprehensive support, including prompt templates, is readily available. Check it out here: Japan AI CHAT

Japan AI SPEECH

An AI service that automatically generates meeting minutes, equipped with functionalities like industry-specific terminology handling and speaker separation. Additionally, it allows summarizing and editing transcripts via AI. More details can be found at: Japan AI SPEECH

Contact Information for Product Inquiries

Japan AI Corporation
Contact: Hanada
Phone: 03-4500-8848
Email: pr@japan-ai.co.jp

Media Inquiries

Japan AI Corporation
Public Relations Contact: Sato
Email: press@japan-ai.co.jp

In conclusion, Japan AI's commitment to refining RAG technology marks a significant advancement in AI-driven solutions, positioning the company as a leader in this evolving industry.