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Advanced Retrieval for AI with Chroma
Syllabus
Courses
Course Syllabus
Advanced Retrieval for AI with Chroma
Introduction
Video
・
3m
Overview of embeddings-based retrieval
Video with Code Example
・
12m
Pitfalls of retrieval - when simple vector search fails
Video with Code Example
・
11m
Query Expansion
Video with Code Example
・
9m
Cross-encoder re-ranking
Video with Code Example
・
6m
Embedding adaptors
Video with Code Example
・
8m
Other Techniques
Video
・
1m
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Advanced Retrieval for AI with Chroma
Intermediate
53m
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Topics
Embeddings
Fine-Tuning
GenAI Applications
RAG
Search and Retrieval
Collaborator
Chroma
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