Consulaite
Chat for CEOs simplifies decision-making in the crypto & Web3 space by providing tailored, data-driven recommendations for tools, platforms, and companies based on CEO requirements and budgets. Avoid costly consultants with real-time insights into the latest solutions
Project Description
Consulaite is an intelligent assistant designed to help CEOs and decision-makers in the fast-paced crypto and Web3 sectors choose the right tools, platforms, or services to implement their ideas. The AI takes into account the CEO’s requirements—such as features, budget, and technical constraints—and suggests a curated selection of solutions from a vast dataset of crypto/Web3 companies and tools. By doing so, it saves time, reduces costs, and ensures CEOs stay ahead of market trends without needing to hire expensive consultants. It also interacts with the user via a conversational interface, asking follow-up questions to gather specific requirements and refining recommendations accordingly. With freemium and subscription models, Consulaite offers both basic and premium insights
How it's Made
The project is built on OpenAI’s GPT-4 model, fine-tuned with a custom dataset of crypto and Web3 companies, tools, and platforms. The dataset is created by scraping data from sources like CoinTelegraph, Crunchbase, GitHub, and API integrations (e.g., CoinGecko, DefiLlama). The data is stored in a PostgreSQL database and indexed using a vector database (Pinecone or FAISS) for fast retrieval of relevant solutions based on user queries.
We integrate the GPT-4 API with a conversational logic system that leverages session memory to store and reference previous inputs, ensuring a smooth user experience with personalized recommendations. Web scraping automation is handled by tools like Scrapy, while APIs provide real-time market insights (e.g., market caps, TVL). We also incorporated payment gateways (Stripe or crypto) for monetization, including freemium access and premium features.
One particularly hacky aspect is the use of embeddings in a vector database to semantically match the CEO's query with relevant tools. This allows for accurate, real-time recommendations even as the crypto/Web3 space evolves. The project leverages a combination of modern AI, data scraping, and dynamic market analysis to deliver cutting-edge solutions to business leaders.
