Master Vector Database - ChromaDB

ChromaDB methods, collections, query filter, langchain, RAG, semantic search and much more.
4.59 (22 reviews)
Udemy
platform
English
language
Databases
category
instructor
Master Vector Database - ChromaDB
229
students
4 hours
content
Jun 2024
last update
$64.99
regular price

Why take this course?

🎉 Master Vector Database - ChromaDB 📚

Course Headline: ChromaDB methods, collections, query filters, langchain, RAG, semantic search, and much more!


Course Description

🔍 What You'll Learn:

  • ChromaDB Methods: Discover various methods for managing ChromaDB collections efficiently.
  • Query Filter Mastery: Query data with precision and learn to apply 'where' filters effectively.
  • Langchain Combinations: Integrate Langchain with ChromaDB to enhance your querying capabilities.
  • Semantic Search: Understand semantic search and its application using duckdb+parquet.
  • Multimodal Image Embedding Search: Learn techniques for performing image embedding searches within ChromaDB.
  • RAG with ChromaDB & OpenAI/GPT Model: Implement RAG analysis using ChromaDB alongside OpenAI's GPT model.
  • Gemini Pro Model Utilization: Explore the potential of the Gemini Pro embedding model for your data.

👩‍💻 Why This Course?

This course is designed for individuals who wish to master vector databases and harness the full potential of ChromaDB. Whether you're a data scientist, engineer, or a tech enthusiast, this course will provide you with practical knowledge and real-world applications of vector databases.


Key Takeaways:

  • Deep Dive into ChromaDB: Learn the ins and outs of ChromaDB for efficient data management.
  • Precision Querying Techniques: Master query filters to retrieve exact data you need from collections.
  • Integration with Langchain: Combine ChromaDB with Langchain to streamline complex queries.
  • Semantic Search & Embeddings: Understand and apply semantic search techniques using ChromaDB.
  • RAG Analysis Mastery: Implement RAG analysis with ChromaDB for better decision-making processes.
  • Advanced Embedding Models: Utilize advanced embedding models like Gemini Pro to enhance your data insights.

Enroll now and let's embark on this exhilarating journey together to become a master of ChromaDB! 🚀


Don't miss out on the opportunity to elevate your skills with our Master Vector Database - ChromaDB course! 🎓

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5831248
udemy ID
20/02/2024
course created date
14/05/2024
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