Feb 24
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In this video, you will understand what semantic search means and how it differs from traditional keyword search. Using ChromaDB, we will run step-by-step examples that show how embeddings help find meaning-based results and how similarity scores rank document relevance. ►►►►►► This Video covers the Following ◀◀◀◀◀◀◀◀ Description with Timestamps What is Semantic Search – simple explanation for beginners How ChromaDB Uses Embeddings – understanding the vector comparison behind the scenes Keyword vs Semantic Search – side-by-side example showing different results Similarity Scores Explained – how ChromaDB decides which documents are closer in meaning Step-by-Step Code Demo – run a full semantic search example using Python and ChromaDB #SemanticSearch #ChromaDB #VectorSearch #AIinPython #Embeddings #SearchByMeaning #LLMTools ►►►►►► Links to Refer ◀◀◀◀◀◀◀◀ 👉 Agentic AI Concepts for Beginners https://www.youtube.com/playlist?list=PLEYSwx3duQ2Cc4hkgUWVjp-i0BCV2VK21 👉 Get Started with UiPath Autopilot for Everyone https://www.youtube.com/playlist?list=PLEYSwx3duQ2CeqVyhaDQG1VGssmfFWQCE 👉 Get Started with GPT Here https://www.youtube.com/watch?v=YJgAsjg6WUU&list=PLEYSwx3duQ2BHNdHBt9LMiVH9pRDzs7wp 👉 Database Basics | SQL Server https://www.youtube.com/playlist?list=PLEYSwx3duQ2Aub8EYQvRJAnPxpbDg91wj Happy Automation! ►►►►►► Social Media Links ◀◀◀◀◀◀◀◀ 👉 Website : https://mukeshkala.com/ 👉 Instagram : https://www.instagram.com/uipathtutorials/ 👉 LinkedIn : https://www.linkedin.com/in/mukeshkala/ 👉 Twitter : https://twitter.com/tweetmukeshkala 👉 Facebook: https://www.facebook.com/UiPathFB/ 👉 YouTube : https://www.youtube.com/c/TutorialsbyMukeshKala 👉 Mail : mailmukeshkala@gmail.com #SemanticSearch #ChromaDB #VectorSearch #AIinPython #Embeddings #SearchByMeaning #LLMTools ►►►►►► Tags ◀◀◀◀◀◀◀◀ Tutorials by Mukesh Kala ChromaDB, ChromaDB metadata, filter metadata chromadb, list collections chromadb, chromadb tutorial, vector database python, manage metadata, vector db filtering, AI data filtering, chromadb python guide semantic search, ChromaDB semantic search, vector search, search by meaning, embeddings in search, keyword vs semantic, AI document search, ChromaDB tutorial, similarity score, chromadb python demo