Build Your ๐Ÿ๐ฌ๐ญ ๐‘๐€๐† ๐’๐ฒ๐ฌ๐ญ๐ž๐ฆ| Embeddings, Vectors in Tamil

Ready to build your very first Retrieval-Augmented Generation (RAG) system? ๐Ÿš€ In this video, Iโ€™ll walk you through the complete process โ€” chunking documents, creating embeddings, storing them in a vector database, and retrieving answers with an LLM. Perfect for beginners who want to get hands-on with GenAI! Complete RAG guide with code (Rs 9) - https://topmate.io/dataengineering/16... English Video - August 25th ๐Œ๐ฒ ๐๐จ๐จ๐ค๐ฌ & ๐†๐ฎ๐ข๐๐ž https://topmate.io/dataengineering/ ๐€๐ฅ๐ฅ ๐…๐ซ๐ž๐ž ๐Œ๐š๐ฌ๐ญ๐ž๐ซ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž๐ฌ ----------------------------------------- ๐Ÿ— ๐‡๐จ๐ฎ๐ซ๐ฌ ๐—ฆ๐—ค๐—Ÿ ๐— ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ ๐—–๐—น๐—ฎ๐˜€๐˜€ in Tamil - ย ย ย โ€ขย 9ย Hoursย |ย ๐—ฆ๐—ค๐—Ÿย ๐— ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟย ๐—–๐—น๐—ฎ๐˜€๐˜€ย Forย ๐——๐—ฎ๐˜๐—ฎย Engine...ย ย  ๐Ÿ’ ๐‡๐จ๐ฎ๐ซ๐ฌ ๐จ๐Ÿ ๐‹๐ข๐ง๐ฎ๐ฑ ๐Œ๐š๐ฌ๐ญ๐ž๐ซ ๐‚๐ฅ๐š๐ฌ๐ฌ in Tamil - https://bit.ly/45pOI0y ๐Ÿ๐Ÿ ๐‡๐จ๐ฎ๐ซ๐ฌ ๐๐ฒ๐ญ๐ก๐จ๐ง ๐Œ๐š๐ฌ๐ญ๐ž๐ซ ๐‚๐ฅ๐š๐ฌ๐ฌ ๐ข๐ง ๐“๐š๐ฆ๐ข๐ฅ- ย ย ย โ€ขย ๐Ÿ๐Ÿย ๐‡๐จ๐ฎ๐ซ๐ฌย ๐๐ฒ๐ญ๐ก๐จ๐งย ๐Œ๐š๐ฌ๐ญ๐ž๐ซ๐œ๐ฅ๐š๐ฌ๐ฌย inย Tamilย |ย For...ย ย  ๐๐ข๐  ๐ƒ๐š๐ญ๐š ๐Œ๐š๐ฌ๐ญ๐ž๐ซ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž ๐“๐š๐ฆ๐ข๐ฅ - https://bit.ly/3yF5uVD ๐๐ข๐  ๐ƒ๐š๐ญ๐š ๐Œ๐š๐ฌ๐ญ๐ž๐ซ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž ๐„๐ง๐ ๐ฅ๐ข๐ฌ๐ก - ย ย ย โ€ขย Bigย Dataย Engineeringย Fullย Courseย Partย 1ย |ย ...ย ย  ๐๐ฒ๐ญ๐ก๐จ๐ง ๐’๐ž๐ซ๐ข๐ž๐ฌ ๐ข๐ง ๐“๐š๐ฆ๐ข๐ฅ - https://bit.ly/3GnEYZU ๐†๐ž๐ง ๐€๐ˆ ๐๐ฅ๐š๐ฒ ๐‹๐ข๐ฌ๐ญ ๐“๐š๐ฆ๐ข๐ฅ - https://bit.ly/4le7NZ3 ๐†๐ž๐ง ๐€๐ˆ ๐๐ฅ๐š๐ฒ ๐‹๐ข๐ฌ๐ญ ๐„๐ง๐ ๐ฅ๐ข๐ฌ๐ก - https://bit.ly/3EmIqn9 ๐’๐ฒ๐ฌ๐ญ๐ž๐ฆ ๐ƒ๐ž๐ฌ๐ข๐ ๐ง ๐“๐š๐ฆ๐ข๐ฅ - http://bit.ly/45OYCbE ๐๐ฒ๐ญ๐ก๐จ๐ง ๐๐ซ๐จ๐ฃ๐ž๐œ๐ญ ๐•๐ข๐๐ž๐จ๐ฌ ๐„๐ง๐ ๐ฅ๐ข๐ฌ๐ก - https://bit.ly/4iJStRQ ๐๐ฒ๐ญ๐ก๐จ๐ง ๐๐ซ๐จ๐ฃ๐ž๐œ๐ญ ๐•๐ข๐๐ž๐จ๐ฌ ๐“๐š๐ฆ๐ข๐ฅ - https://bit.ly/4bIPRBr ๐ƒ๐š๐ญ๐š ๐„๐ง๐ ๐ข๐ง๐ž๐ž๐ซ๐ข๐ง๐  ๐๐ซ๐จ๐ฃ๐ž๐œ๐ญ ๐•๐ข๐๐ž๐จ ๐„๐ง๐ ๐ฅ๐ข๐ฌ๐ก - https://bit.ly/3DxUkKb ๐ƒ๐š๐ญ๐š ๐„๐ง๐ ๐ข๐ง๐ž๐ž๐ซ๐ข๐ง๐  ๐๐ซ๐จ๐ฃ๐ž๐œ๐ญ ๐•๐ข๐๐ž๐จ ๐“๐š๐ฆ๐ข๐ฅ - https://bit.ly/3BIcnga ๐€๐–๐’ ๐‚๐ฅ๐จ๐ฎ๐ ๐“๐š๐ฆ๐ข๐ฅ - https://bit.ly/4jZEZ5Q ๐†๐จ๐จ๐ ๐ฅ๐ž ๐‚๐ฅ๐จ๐ฎ๐ ๐“๐š๐ฆ๐ข๐ฅ - https://bit.ly/2Katf2B ๐€๐ณ๐ฎ๐ซ๐ž ๐‚๐ฅ๐จ๐ฎ๐ ๐“๐š๐ฆ๐ข๐ฅ - https://bit.ly/4hBK5U8 ๐’๐๐‹ ๐ˆ๐ง๐ญ๐ž๐ซ๐ฏ๐ข๐ž๐ฐ ๐๐ฎ๐ž๐ฌ๐ญ๐ข๐จ๐ง ๐„๐ง๐ ๐ฅ๐ข๐ฌ๐ก - https://bit.ly/4e0sXFS ๐’๐๐‹ ๐ˆ๐ง๐ญ๐ž๐ซ๐ฏ๐ข๐ž๐ฐ ๐๐ฎ๐ž๐ฌ๐ญ๐ข๐จ๐ง ๐“๐š๐ฆ๐ข๐ฅ - https://bit.ly/47x9slC ๐’๐จ๐œ๐ข๐š๐ฅ๐ฌ ๐ŸŽฅ๐˜๐จ๐ฎ๐“๐ฎ๐›๐ž - ย ย ย /ย @dataengineeringtamilย ย  ๐Ÿ“ธ๐ˆ๐ง๐ฌ๐ญ๐š๐ ๐ซ๐š๐ฆ - ย ย /ย dataengineeringtamilย ย  ๐Ÿ’ผ๐‹๐ข๐ง๐ค๐ž๐๐ˆ๐ง - ย ย /ย sbgowthamย ย  ๐ŸŒ๐–๐ž๐›๐ฌ๐ข๐ญ๐ž - https://dataengineeringtamil.com/ ๐Ÿ’ป๐†๐ข๐ญ๐‡๐ฎ๐› - http://github.com/Gowthamdataengineer ๐Ÿ“ง๐„๐ฆ๐š๐ข๐ฅ - [email protected] Technology in Tamil & English #DataEngineering #BigData #CloudComputing #DataAnalytics #ETLTutorials #SQLTutorials #DataEngineeringTamil #BigDataTamil #TamilTech #TamilTutorials #TamilITProfessionals #TamilDataEngineeringChannel #HadoopTutorial #ApacheSpark #FlinkTutorial #NoSQLDatabases #MongoDBTutorial #AWSDataEngineering #GCPDataEngineering #AzureDataEngineering #EngineeringStudents #TamilEngineeringStudents #ITCareerTamil #TechJobsTamil #LearnInTamil #TamilTechChannel Tamil Data Engineering Tutorials, Best Tamil Data Engineering Channel, Data Engineering in Tamil, Big Data Tamil Tutorials, Hadoop Tamil Tutorials, Spark Tamil Videos, Flink Tamil Tutorials, Data Engineering Concepts Tamil, AWS Data Engineering Tamil, GCP Data Engineering Tamil, Azure Data Engineering Tamil, NoSQL Tamil Tutorials, BigQuery Tamil Tutorials, Data Pipeline Tutorials Tamil, Cloud Computing Tamil, Hadoop Tamil Tutorial, Hadoop Ecosystem Tamil, MapReduce Tamil Explanation, Apache Spark Tamil, Spark Streaming Tamil, Spark SQL Tamil, MongoDB Tamil Tutorial, Cassandra Tamil Videos, NoSQL Tamil Explanation, AWS Tamil Big Data Tutorials, Google Cloud Tamil Data Engineering, Azure Data Engineering Tamil, SQL Tamil Tutorials, ETL Process Tamil Videos, Data Warehouse Tamil, Tamil Tech Channel, Data Engineers Tamil Nadu, Tamil IT Professionals, Engineering Students Tamil Tutorials

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