[D] 3d object search using LLM + RAG

Had some fun making a little search engine for 3D objects that can be used with natural language. No metadata or tags are required, the index is build purely from the geometry! This works using the following pipeline:

1. For each object in the database I generate 6 images, 1 for each side.
2. For each image I make a description using gpt4-vision which then is synthesized into a single description using gpt4
3. The text descriptions are embedded using …

3d object 3d objects build database fun generate geometry images index language llm machinelearning making metadata natural natural language objects pipeline rag search search engine tags