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Vector Databases and Embeddings With ChromaDB (Quiz)

Joseph Peart
Vector Databases and Embeddings With ChromaDB Joseph Peart 06:30
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Course Contents

Overview
83%
  • Vector Databases and Embeddings With ChromaDB
  • Vector Databases and Embeddings With ChromaDB (Overview) 02:34
    Understanding Vectors 06:42
    Implementing Vectors 03:35
    Exercise: Compute Cosine Similarity 08:00
    Working With Word Embeddings 06:35
    Tackling Text Embeddings 06:31
    Exercise: Find Similar Texts With Embeddings 08:30
    Introducing Vector Databases 05:16
    Querying Vector Databases 05:36
    Exercise: Query a ChromaDB Collection 08:00
  • Adding Context for a Large Language Model
  • Adding Context for a Large Language Model 01:43
    Setting Up the Project 01:53
    Preparing and Loading the Data 06:46
    Connecting to an LLM 08:58
    Exercise: Build a RAG Context Prompt 08:00
  • Reviewing What You've Learned
  • Vector Databases and Embeddings With ChromaDB (Quiz) 06:30
    Vector Databases and Embeddings With ChromaDB (Summary) 01:54

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