Multimodal RAG Chatbot Powered by Dell Data Lakehouse

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  Overview
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  Audience
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  Revisions
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  We value your feedback

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  Dell Data Lakehouse
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  Dell Data Analytics Engine

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  Solution Architecture

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  Solution Overview
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  Solution components
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  1. Data Ingestion
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  2. Retrieval Method
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  3. Embedding Storage
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  4. User Query Processing
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  5. Data Retrieval
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  6. Integration with LLM
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  7. Data Decomposition
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  8. Text-to-SQL Conversion
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  9. SQL Results Retrieval and Conversion
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  10. Response Generation

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  Solution Validation
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  Chatbot UI Demonstration
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  Connection to Dell Data Analytics Engine and VectorDB
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  LLM Results
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  Terminal Outputs

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  Conclusion

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  Dell Technologies documentation
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  Multimodal RAG documentation
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  More information