Wagabit

What it does

Wagabit is a platform that connects buyers with relevant sellers or service providers in their local area. It allows users to submit requests for products or services they are looking for, specifying details and setting a preferred location radius. Sellers and service providers within that radius are notified of the requests and can respond through the Wagabit platform, initiating contact with the buyer. This ensures that buyers receive offers from vendors that are geographically convenient and tailored to their needs, while sellers gain access to a targeted audience actively seeking their products or services.

The Gemini API is utilized within Wagabit to efficiently match buyer requests with potential sellers. Seller profiles, including detailed descriptions of their products and services, are saved in Pinecone, a vector database. When a buyer submits a request, the system first filters the seller data using Pinecone’s vector search, comparing the buyer’s request against the stored seller vectors to find the most relevant matches. This initial filtering narrows down the potential matches based on similarity to the buyer's request. The filtered results are then submitted to the Gemini API for a final, refined match that considers additional criteria such as location and specific preferences. This two-step filtering process ensures highly accurate and relevant connections between buyers and sellers, facilitating prompt and successful transactions.