Skip to main content

10 posts tagged with "Examples"

CocoIndex examples and implementation guides

View All Tags

Build Real-Time Product Recommendation Engine with LLM and Graph Database

· 8 min read

Product Graph

In this blog, we will build a real-time product recommendation engine with LLM and graph database. In particular, we will use LLM to understand the category (taxonomy) of a product. In addition, we will use LLM to enumerate the complementary products - users are likely to buy together with the current product (pencil and notebook). We will use Graph to explore the relationships between products that can be further used for product recommendations or labeling.

Build text embeddings from Google Drive for RAG

· 8 min read

Text Embedding from Google Drive

In this blog, we will show you how to use CocoIndex to build text embeddings from Google Drive for RAG step by step including how to setup Google Cloud Service Account for Google Drive. CocoIndex is an open source framework to build fresh indexes from your data for AI. It is designed to be easy to use and extend.