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4-Langchain Series-Getting Started With RAG Pipeline Using Langchain Chromadb And FAISS 1 год назад


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4-Langchain Series-Getting Started With RAG Pipeline Using Langchain Chromadb And FAISS

RAG is a technique for augmenting LLM knowledge with additional data. LLMs can reason about wide-ranging topics, but their knowledge is limited to the public data up to a specific point in time that they were trained on. If you want to build AI applications that can reason about private data or data introduced after a model’s cutoff date, you need to augment the knowledge of the model with the specific information it needs. The process of bringing the appropriate information and inserting it into the model prompt is known as Retrieval Augmented Generation (RAG). github: https://github.com/krishnaik06/Update... --------------------------------------------------------------------------------------------- Support me by joining membership so that I can upload these kind of videos    / @krishnaik06   ----------------------------------------------------------------------------------- Fresh Langchain Playlist:    • Fresh And Updated Langchain Series- Unders...   ►LLM Fine Tuning Playlist:    • Steps By Step Tutorial To Fine Tune LLAMA ...   ►AWS Bedrock Playlist:    • Generative AI In AWS-AWS Bedrock Crash Cou...   ►Llamindex Playlist:    • Announcing LlamaIndex Gen AI Playlist- Lla...   ►Google Gemini Playlist:    • Google Is On Another Level- Check Out Gemi...   ►Langchain Playlist:    • Amazing Langchain Series With End To End P...   ►Data Science Projects:    • Now you Can Crack Any ML Interviews- Annou...   ►Learn In One Tutorials Statistics in 6 hours:    • Complete Statistics For Data Science In 6 ...   End To End RAG LLM APP Using LlamaIndex And OpenAI- Indexing And Querying Multiple Pdf's Machine Learning In 6 Hours:    • Complete Machine Learning In 6 Hours| Kris...   Deep Learning 5 hours :    • Deep Learning Indepth Tutorials In 5 Hours...   ►Learn In a Week Playlist Statistics:   • Live Day 1- Introduction To statistics In ...   Machine Learning :    • Announcing 7 Days Live Sessions On Machine...   Deep Learning:   • 5 Days Live Deep Learning Community Sessio...   NLP :    • Announcing NLP Live community Sessions   --------------------------------------------------------------------------------------------------- My Recording Gear Laptop: https://amzn.to/4886inY Office Desk : https://amzn.to/48nAWcO Camera: https://amzn.to/3vcEIHS Writing Pad:https://amzn.to/3OuXq41 Monitor: https://amzn.to/3vcEIHS Audio Accessories: https://amzn.to/48nbgxD Audio Mic: https://amzn.to/48nbgxD

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