From the course: Advanced RAG Applications with Vector Databases
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Challenge: Cite your document sources
From the course: Advanced RAG Applications with Vector Databases
Challenge: Cite your document sources
(bright upbeat music) - [Instructor] When we write essays or research papers, we are often asked to cite our sources. When it comes to RAG applications, you should do the same thing. The first challenge from our customizable RAG application is to find a way to cite our sources. Remember when we stored the name of the document as part of the metadata in the vector store? This challenge is where that becomes useful. Change the example RAG code to cite the documents. Here's a hint. You can do that with prompt engineering. Good luck and join me in the next video to see how I solve this challenge.
Contents
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Introduction to preprocessing for RAG4m 57s
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Chunking considerations5m 12s
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Chunking examples4m 32s
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Introduction to embeddings9m 50s
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Embedding examples2m 57s
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Metadata3m 12s
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Demo: Chunking2m 32s
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Demo: Metadata1m 23s
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Demo: Embed and store2m
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Demo: Querying1m 8s
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Demo: Adding the LLM2m 1s
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Challenge: Cite your document sources47s
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Solution: Cite your document sources59s
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Challenge: Change the chunk size44s
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Solution: Change the chunk size55s
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