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GoogleCloudPlatform / vertex-ai-samples

Notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage machine learning and generative AI workflows using Google Cloud Vertex AI.
https://cloud.google.com/vertex-ai
Apache License 2.0
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vertex search for RAG with custom documents #2548

Closed mhyeonsoo closed 9 months ago

mhyeonsoo commented 11 months ago

I would like to setup a pipeline with GCP modules to make RAG with vertex search for custom documents in formats of xlsx, pdf, xlsx, etc. I saw there are some notebooks related to BigQuery + vertex search, but could not find one for document retrieval. Is there any reference that I can see for this?

Thanks,

mamdouhweb commented 11 months ago

See following samples: https://github.com/guruvittal/codesamples/blob/main/Retrieval_Augmented_Generation_Using_Vertex_Matching_Engine_-_Contract_Analyst.ipynb

https://github.com/guruvittal/generative-ai/blob/main/language/orchestration/langchain/intro_langchain_palm_api.ipynb