openai / openai-cookbook

Examples and guides for using the OpenAI API
https://cookbook.openai.com
MIT License
58.83k stars 9.34k forks source link

Msingh qdrant embeddings search #1220

Closed msingh-openai closed 4 months ago

msingh-openai commented 4 months ago

Summary

Modified cookbook for latest API specifications, updated code cells for clarity, and added details on storing meta-data in the vector database along with vector embeddings.

Motivation

Clarity on storing meta-data along with vector embeddings. User can further use meta-data to improve search results or provide traceability to the path of the source documents.


For new content

When contributing new content, read through our contribution guidelines, and mark the following action items as completed:

We will rate each of these areas on a scale from 1 to 4, and will only accept contributions that score 3 or higher on all areas. Refer to our contribution guidelines for more details.