Commit e9e8500

and

Sridurga Krithivasan

authored

Agentic AI workflow for Predictive Maintenance (#304)

* Test commit Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Git ignore with new README Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Full agentic workflow Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Simpler Readme Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * test prompts added Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Verified full flow. Added screenshots Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Images Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Reasoning based workflow complete Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * architecture diagram Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * EOL fixes Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * config files Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Readme update with code execution sandbox Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * PDM test workflow Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * changes to the read me * Update README.md with local-sandbox related changes * Included and improved Viraj's changes Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Cleaned up solution works, yet to test: Eval harness, RAGA integration Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Pyproject fixes and dot.env cleanup Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * added command * Phoenix and Catalyst Tracing works. Implemented Eval harness successfully Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Sample eval output added along with Eval dataset Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * vanna fix Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * More fixes Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Pytest works Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Basic plot + text evaluation works Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Multimodal evaluation first attempt Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Anomaly detection workflow added, folder structure modified Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Full workflow with eval check complete - 21/24 pass Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Updated README Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * PDM arch diagram updated Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Updated readme 2 Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Fixed config Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Back ticks fixed Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Removed PWD path from requirement Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Fixed dot.env related issues Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Changed namespace from AIQ to NAT Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Fixed Knee RUL transformation, updated RUL prediction to use MOMENT model and added cursor rules file Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Eval run Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Fixed workspace utility prompt Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * minor chages Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Included suggestions and fixes from team Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Formatting config file Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Trying to make Knee curve work Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Updated arch diagram Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Final set of attempts to get the complex query working (but in vain) Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * Fixed two complex queries Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * added new eval output files Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * moved folder Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> * SPDX header Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> --------- Signed-off-by: Vineeth Kalluru <vikalluru@nvidia.com> Co-authored-by: Sridurga Krithivasan <skrithivasan@skrithivasan-mlt.client.nvidia.com>

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.gitignore
industries/predictive_maintenance_agent

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`‎.gitignore‎`

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 # IntelliJ's project specific settings file
 .idea
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 +# Environment variables
 +.env
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 +# egg-info directories
 +**/egg-info

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