Stress Testing Qdrant - Semantic Search with 90,000 Vectors - Lightning Fast Search Microservice
David Shapiro ~ AI via YouTube
Overview
Syllabus
- Stress testing quadrant
- Splitting text into chunks
- Creating a list of vectors from text chunks
- Creating a data folder for a machine learning model
- Setting up TensorFlow Hub
- Setting up a Python virtual environment
- Setting up the TensorFlow GPU environment
- Generating data for a machine learning model
- Uploading and testing the quadrant stress test
- Uploading a dataset to an Algolia account
- Trying to upload records
- Uploading records
- A look at the final numbers
- The power and efficiency of the search function
- The efficiency of the program
Taught by
David Shapiro ~ AI