Supercharge eCommerce Search: OpenAI's CLIP, BM25, and Python

We build a multi-modal hybrid search engine for ecommerce using OpenAI's CLIP, BM25, Pinecone vector database, and Python. The search engine processes text and image-based queries and can produce better results than traditional methods.

The search engine allows users to search and retrieve data using both text and visual queries, which is especially useful in e-commerce domains where users have a range of search queries, from specific product searches to image-based searches for related items.

By using CLIP and BM25, …

clip commerce data database e-commerce ecommerce hybrid image openai pinecone process processes product python search search engine text vector vector database