The AI Ready Data dataset encompasses a comprehensive array of textual content across publications produced by in-house editorial and research teams, including market reports, news articles, rationales, commentaries, fundamentals analyses, outlooks, and more - all in an LLM-friendly format prepared for seamless integration with AI systems.

Customers can effortlessly leverage AI Ready Data for their Retrieval-Augmented Generation (RAG) solutions, enhancing their analytical capabilities and driving informed decision-making. This dataset removes restrictions as you integrate your choice of large language models (LLMs), to uncover patterns, correlations, and insights across commodities. Our flexibility aids processing and understanding data to suit your organizations, and you can utilize the provided data embeddings or set your own as per your preference. Additionally, you can integrate with your own vector database and leverage various internal and external data sources to enrich the dataset.

This dataset includes:

• Unstructured data in an AI-ready format broken down into documents and segments with LLM-friendly metadata
• Flexible data delivery
• Easy customization of your own search and relevancy-boosting algorithms
• Ease of discovery of relevant content for your end users