Real Python
  • Start Here
  • Learn Python
    Python Tutorials →
    In-depth articles and video courses
    Learning Paths →
    Guided study plans for accelerated learning
    Quizzes & Exercises →
    Check your learning progress
    Browse Topics →
    Focus on a specific area or skill level
    Community Chat →
    Learn with other Pythonistas
    Office Hours →
    Live Q&A calls with Python experts
    Live Courses →
    Live, instructor-led Python courses
    Podcast →
    Hear what’s new in the world of Python
    Books →
    Round out your knowledge and learn offline
    Reference →
    Concise definitions for common Python terms
    Code Mentor →Beta
    Personalized code assistance & learning tools
    Unlock All Content →
  • More
    Learner Stories Python Newsletter Python Job Board Meet the Team Become a Contributor
  • Search
/
  • Join
  • Sign‑In

Vector Databases and Embeddings With ChromaDB (Quiz)

Joseph Peart
Vector Databases and Embeddings With ChromaDB Joseph Peart 06:30
Recommended Tutorial Course Slides (.pdf) Sample Code (.zip) Ask a Question
  • Contents
  • Discussion

Become a Member to take the quiz.

Become a Member to join the conversation.

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

© 2012–2026 Real Python ⋅ Privacy Policy