Knowledge Discovery Trading Engine(KDTE)
Last updated
Last updated
Dolphin.fm explores the boundaries of current foundational LLMs by applying Retrieval-Augmented Generation (RAG) and fine-tuning specifically for crypto information. The Knowledge Discovery Trading Engine (KDTE) offers comprehensive information and one-click trading capabilities. The main user interface for knowledge discovery includes two primary functions: a Smart Search Engine and a Q&A Chatbot, aiming to simplify the process of finding accurate, relevant, and timely information while offering educational resources and market insights, making it easier for users to navigate the complex world of cryptocurrency.
User pain point: Users struggle to find accurate and summarized information quickly.
Our solution: AI-powered search engine that provides quick and precise results from multiple data sources. This feature uses advanced RAG algorithms to filter out noise and present the most relevant and timely information.
User pain point: Users need reliable answers to their queries in real-time.
Our solution: Implement a general Q&A feature that leverages natural language processing (NLP) and LLM models to understand and respond to user queries accurately. Specifically, our chatbot can answer questions categorized as
Crypto Learning Hub: Offers summarized, high-quality information focusing on the most important aspects of crypto projects and protocols. This feature provides concise and relevant educational content, ensuring users can quickly grasp essential concepts
Coin Quality Evaluation: Coin evaluation tool analyzes multiple factors such as market performance, developer activity, community support, and security measures with a comprehensive rating.
Market Sentiment Analysis: Sentiment analysis tool scans social media, news articles, and forums to gauge market sentiment. This tool uses NLP to interpret the tone and context of discussions, providing users with insights into the overall market mood and potential price movements.
Daily News Digest: News analysis tool scans, summarizes, and analyzes daily news from various reputable sources, highlighting the most important events and trends affecting the market, and offers insightful analysis on how these events might impact investments.
