In the ever-evolving landscape of technology, precision and reliability are paramount. Acurai’s groundbreaking tool, RAGFix, epitomizes these qualities by offering a 100% accuracy rate in QA information extraction when used correctly. Below, we explore how to fully harness the capabilities of RAGFix to ensure you achieve flawless results every time.
Understanding RAGFix and Its Capabilities
RAGFix is a specialized tool designed to handle specific types of text data with unparalleled precision. Currently, it supports encyclopedic and instructional passages:
- Narrative passages are defined as factual content that remains consistent over time and is free of citations, footnotes, or outlines.
- Instructional passages involve step-by-step guides or “how-to” instructions, such as cooking recipes, mechanical repairs, how to use your company’s services, how to purchase items, how to access accounts, how to use your products, etc.
Step-by-Step Guide to Using RAGFix
To maximize the effectiveness of RAGFix and achieve 100% accuracy, follow these critical steps:
- Send the Correct Type of Passages: Ensure that the content you are sending to RAGFix falls into one of the supported categories: encyclopedic or instructional. This alignment with the tool’s capabilities is crucial for optimal performance. RAGFix will soon support additional types of passages. See our product roadmap for more information.
- Ensure Sentences Are Self-Contained: RAGFix excels in processing clear, concise, and self-contained sentences. Provided that you provide such sentences, RAGFix does the hard part—eliminating the Noun-Phrase Route Collisions. It is important to watch the full video to understand how the technology works so that you can use it correctly to consistently achieve 100% accurate responses.
- Avoid Prompt Engineering: When sending queries to RAGFix, it is important to provide the raw user question without any added prompt engineering. Our service has its own advanced prompt engineering mechanism, and any added modifications can interfere with its process.
- Limit Queries to QA Information Extraction: RAGFix currently delivers 100% accuracy exclusively in QA information extraction for texts. It is not yet programmed to handle images, videos, programming, reasoning, or summarization tasks. However, RAGFix will soon be providing 100% accuracy for additional tasks and additional types of documents. See our product roadmap for more information.
- Report Any Discrepancies: If you have adhered to all these guidelines and still encounter inaccuracies, do not hesitate to reach out via our contact form. Acurai is here to assist you in consistently achieving perfect results with RAGFix.
Looking Forward: The Future of RAGFix
The areas in which RAGFix provides 100% accuracy is continually expanding. In the near future, the tool will include a separate REST endpoint to transform all types of data into simple, self-contained statements. This feature will also integrate into the upcoming AcuRAG service.
Additionally, Acurai is set to provide 100% accuracy for more complex tasks such as summarization, comparison and contrast, and exposition as well. For more detailed insights into what’s coming next, we encourage you to review our product roadmap.