Скачать или смотреть M4.11: Top 10 Vector Databases for RAG & Agentic AI | When & Where to Use Each?

Unlock the full power of RAG (Retrieval-Augmented Generation) and Agentic AI by learning the best Vector Databases used in real-world AI systems! 🚀 This video breaks down the Top 10 Vector DBs — what they are, how they work, when to use them, and the right choice for different AI applications.

Whether you're an AI beginner, ML developer, or building scalable autonomous agents, this guide gives you the clarity you need to architect high-performance AI apps in 2025 and beyond.

🔥 What You’ll Learn

✔ What is a Vector Database?
✔ Why Vector Search is essential for RAG & Agentic AI
✔ Performance, scalability & use-case comparison
✔ Top 10 Vector DB platforms used by AI companies
✔ How to choose the right Vector DB for your project

🧠 Databases Covered

Pinecone

Weaviate

Qdrant

Milvus

FAISS

ChromaDB

Redis Vector Similarity Search (Redis-VSS)

Elasticsearch / OpenSearch

Vespa.ai

pgvector (PostgreSQL Extension)

▶ [Last Video] M4.10 Master Structure-Aware Chunking in RAG: Markdown, HTML, JSON, Python Explained Practically

📄 [Project Code & Resources] https://indianaiproduction.com/agenti...

📺 [Course Playlist] Agentic AI Full Course: Build Autonomous AI Agents & Real-World Systems:    • Agentic AI Full Course: Build Autonomous A...  

📚 [Course Playlist] LLM & GenAI with LangChain Tutorial:    • LLM & GenAI with LangChain Tutorial in Hin...  

-------------------------------------------Course Playlists-------------------------------------------


Machine Learning & Data Science - Beginner to Professional Hands-on Python Course in Hindi:
   • Machine Learning Tutorial using Python in ...  

Python NumPy Tutorial in Hindi:
   • Python NumPy Tutorial in Hindi 2023  

Python Pandas Tutorial in Hindi
   • Python Pandas Tutorial in Hindi 2023  

Python Matplotlib Tutorial in Hindi:
   • Python Matplotlib Tutorial in Hindi 2023  

Python Seaborn Tutorial in Hindi:
   • Python Seaborn Tutorial in Hindi 2023  

OpenCV Tutorial Playlist:    • Introduction of OpenCV Tutorial in Python ...  

Deep Learning Project End to End in Hindi :    • Deep Learning Project End to End in Hindi ...  
Machine Learning Project in Hindi:    • Machine Learning Projects 2023  

……………………………………………………………………………………………………………………
For more information:
Contact Us:
=========
-Website: https://www.indianaiproduction.com
-Facebook:   / indianaiproduction  
-Instagram:   / indianaiproduction  
-LinkedIn:   / indianaiproduction  
-Telegram: https://t.me/IndianAIProduction
-Twitter:   / indianaiproduct  
……………………………………………………………………………………………………………………
#agenticai
#aiagent
#llm #genai
#machineLearning
#dataScience
#IndianAIProduction