Video course · 5 chapters · 18 min · certificate
Building Semantic Search Apps with Vector Databases and Embeddings
Build semantic search apps: what semantic search is, embeddings and vectors, vector databases and stores, a demo with a search service, and walking through the code.
What you'll learn
- Explain semantic search vs keyword search
- Understand embeddings and vectors
- Know what vector databases do
- See a working semantic search demo
- Read and adapt the sample code
Chapters
5 chapters · 18:08-
2:18
01Concepts Members
Semantic search
Searching by meaning instead of keywords.
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5:57
02Vectors Members
Embeddings
Vectors and embeddings explained.
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1:19
03Storage Members
Vector databases
Storing and searching vectors.
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4:06
04Demo Members
Demo
A semantic search demo.
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4:28
05Code Members
Code walkthrough
The lesson's code in VS Code.
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