Master Vector Database - ChromaDB

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Free Download Master Vector Database - ChromaDB
Published 4/2024
Created by Adnan Waheed
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 23 Lectures ( 3h 49m ) | Size:1.8 GB

ChromaDB methods, collections, query filter, langchain, RAG, semantic search and much more.
What you'll learn:
Learn integration Vector databases with LangChain, Open AI
Master Embeddings
Transformer Models for vector embedding, Generative AI, Open AI API Usage
Understand the fundamentals of vector databases and their role in AI, generative AI, and LLM (Language Model Models)
Implement code along exercises to build and optimize vector indexing systems for real-world applications
Requirements:
Basic Python programming knowledge
Desire to learn and excel more
Description:
Welcome to the Master Vector Database course - ChromaDB!Are you ready to unlock the power of ChromaDB and take your data handling skills to the next level? Look no further! This course is designed to equip you with all the tools and techniques you need to become a master of vector databases.In this course, you'll dive into the fascinating world of ChromaDB, starting with an introduction that will lay the foundation for your journey. From there, you'll learn various methods on how to efficiently manage collections and add document-associated embeddings.But that's just the beginning! Ever struggled with querying data effectively? Not anymore! We'll teach you how to query data with precision using filters like 'where' and even delve into querying multiple documents using the powerful Langchain + ChromaDB combination.And it doesn't stop there! Get ready to explore advanced topics such as storing and querying stock companies data, semantic search using duckdb+parquet, and even mastering multimodal image embedding search techniques.But wait, there's more! Ever wanted to perform local vector database searches seamlessly? We'll show you how it's done using the dynamic trio of ChromaDB, Langchain, and OpenAI.And that's not all! Brace yourself for an exciting exploration into the world of RAG with ChromaDB and OpenAI/GPT Model integration, as well as leveraging ChromaDB with Gemini Pro embedding model.So, if you're ready to elevate your skills, expand your knowledge, and become a true expert in vector databases, then this course is tailor-made for you. Don't miss out on this incredible opportunity to become a master of ChromaDB. Enroll now and let's embark on this exhilarating journey together!
Who this course is for:
Anyone who want to explore the world of AI and Vector Database
Anyone who want to step into Vector Database world with practical learning
Data engineers, database administrators and data professionals curious about the emerging field of vector databases
Software developers interested in integrating vector databases into their applications.
Homepage

https://www.udemy.com/course/master-chromadb/

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