Information Retrieval/Semantic Search with Chroma DB | Amazon Product Search using Python

⭐️ Content Description ⭐️ In this video, we explore how to build an information retrieval system using Chroma DB for Amazon product search with Python. We cover the fundamentals of vector databases, how to store and index product data efficiently, and perform similarity-based searches for accurate and fast retrieval. By leveraging embeddings and Chroma DB’s capabilities, we demonstrate how to enhance search relevance and improve product discovery. GitHub Code Repo: https://github.com/aswintechguy/Python-Pro... Dataset link: https://www.kaggle.com/datasets/karkavelra... 🌐 Website: https://www.hackersrealm.net 🔔 Subscribe: http://bit.ly/hackersrealm 🗓️ 1:1 Consultation with Me: https://calendly.com/hackersrealm/consult 📷 Instagram: https://www.instagram.com/aswintechguy 🔣 LinkedIn: https://www.linkedin.com/in/aswintechguy 🎯 GitHub: https://github.com/aswintechguy 🎬 Share:    • Information Retrieval/Semantic Search with...   ⚡️ Data Structures & Algorithms tutorial playlist: http://bit.ly/dsatutorial 😎 Hackerrank problem solving solutions playlist: http://bit.ly/hackerrankplaylist 🤖 ML projects tutorial playlist: http://bit.ly/mlprojectsplaylist 🐍 Python tutorial playlist: http://bit.ly/python3playlist 💻 Machine learning concepts playlist: http://bit.ly/mlconcepts ✍🏼 NLP concepts playlist: http://bit.ly/nlpconcepts 🕸️ Web scraping tutorial playlist: http://bit.ly/webscrapingplaylist Make a small donation to support the channel 🙏🙏🙏:- 🆙 UPI ID: hackersrealm@apl 💲 PayPal: https://paypal.me/hackersrealm 🕒 Timeline 00:00 Introduction to Chroma DB 01:04 Load and Process Dataset 07:45 Setup Chroma DB 13:28 Perform Vector Search using Chroma DB 17:30 Delete and Update Information #informationretrieval #machinelearning #hackersrealm #deeplearning #datascience #model #project #artificialintelligence #beginner #analysis #python #tutorial #aswin #ai #dataanalytics #data #bigdata #programming #datascientist #technology #coding #datavisualization #computerscience #pythonprogramming #analytics #tech #dataanalysis #iot #programmer #statistics #developer #ml #business #innovation #coder #dataanalyst