Introduction to Retrieval Augmented Generation (RAG) with LLMs - Part 1

Introduction to Retrieval Augmented Generation (RAG) with LLMs - Part 1

Donato Capitella via YouTube Direct link

- Semantic Search / Sentence Similarity

6 of 12

6 of 12

- Semantic Search / Sentence Similarity

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Introduction to Retrieval Augmented Generation (RAG) with LLMs - Part 1

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  1. 1 - Introduction to RAG
  2. 2 - Parametric Knowledge Limitations
  3. 3 - In-Context Learning
  4. 4 - Retrieval Augmented Generation RAG
  5. 5 - Keyword Search
  6. 6 - Semantic Search / Sentence Similarity
  7. 7 - Hands-on RAG Example with Langchain
  8. 8 - Processing Huberman Lab Podcast Dataset
  9. 9 - Embedding Documents with BGE Embeddings
  10. 10 - Populating Chroma Vector Store
  11. 11 - Full RAG Chain with Langchain Expression Language LEL
  12. 12 - Quoting Sources

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