Can This FIX Context Loss in RAG? скачать в хорошем качестве

Can This FIX Context Loss in RAG?

Checkout Emergent: https://emergent.1stcollab.com/engine... Chunking in RAG is broken! In this video we look at contextualized chunk embeddings that preserves document level global information in your chunks. LINKS: Notebook: https://tinyurl.com/4e6kk992 Blogpost: https://blog.voyageai.com/2025/07/23/... Docs: https://docs.voyageai.com/docs/contex... Contextual Retrieval Anthropic: https://www.anthropic.com/news/contex... Website: https://engineerprompt.ai/ RAG Beyond Basics Course: https://prompt-s-site.thinkific.com/c... Let's Connect: 🦾 Discord:   / discord   ☕ Buy me a Coffee: https://ko-fi.com/promptengineering |🔴 Patreon:   / promptengineering   💼Consulting: https://calendly.com/engineerprompt/c... 📧 Business Contact: engineerprompt@gmail.com Become Member: http://tinyurl.com/y5h28s6h 💻 Pre-configured localGPT VM: https://bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt: https://tally.so/r/3y9bb0 00:00 Chunking is Broken 00:55 Contextualized Retrieval Pre-Processing 01:51 Late Chunking Approach 03:12 Similarity Computation Methods 06:05 Introduction to Contextualized Chunk Embeddings 07:35 Sponsor Message: Emergent 08:36 Comparison of Embedding Models 09:32 Code Implementation and Examples 11:49 Pricing and Practical Considerations 13:00 Notebook