Initial commit for RAG in py-ml#427

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hmumtazz wants to merge 45 commits intoopensearch-project:mainfrom

hmumtazz:rag_pipeline

Commits on Nov 21, 2024

Initial commit for RAG pipeline scripts
hmumtazz
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Added Licence Header and fixed .gitingore file
hmumtazz
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Added comments to understand code
hmumtazz
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Remove sensitive config file
hmumtazz
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Simplify the selection process for the ef_construction parameter by offering a suggested default value with the flexibility for users to enter a custom value if needed.
hmumtazz
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Allows Customer to register model via CLI, fixed embedding generation, addressed comments, fixed upload csv method
hmumtazz
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Sign-off on all previous work
hmumtazz
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Commits on Nov 22, 2024

Enhance RAG pipeline functionality and user experience
hmumtazz
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Commits on Nov 25, 2024

Created Ingest Pipline for chunking.- Merge custom setup.py with the pre-existing one, allowing users to run a single setup process
hmumtazz
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Commits on Nov 29, 2024

Commits on Dec 2, 2024

Commits on Dec 3, 2024

Commits on Dec 5, 2024

Commits on Dec 7, 2024

Fixed UT, Ran Lint nox, fixed code and unused enviroment variable issues.
hmumtazz
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Commits on Dec 11, 2024

Deleted serverless.py from rag functionality as we are not using it
hmumtazz
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Commits on Dec 12, 2024

deleted unused dependcies, and test.py for serverless
hmumtazz
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Commits on Dec 13, 2024

Commits on Jan 7, 2025

Commits on Jan 21, 2025

Fixed methods at UT's, adressed comments
hmumtazz
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Commits on Mar 3, 2025