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Agentic AI workflow for Predictive Maintenance #304
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Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Changes to the README.
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
…ully Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Hey! These are the changes I had to make to resolve setup and functionality issues:
Impact: Allows compatible tokenizers version with prebuilt wheels
3. Frontend API Request Issues
4. Environment Configuration 5. Evaluation Problem : [404] Not Found Multimodal Function. So even if the answers match the evaluation score returned is 0. |
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Signed-off-by: Vineeth Kalluru <[email protected]>
Thank you so much for testing the workflow end-to-end. All your inputs were super valuable. Here is how solved them:
|
The evaluation issue on my end is solved after the model swamp. This looks good to me! |
Agentic AI Workflow for Predictive Maintenance
Summary
This project implements a multi-agent predictive maintenance system for aircraft turbofan engines using the NeMo Agent Toolkit and the NASA C-MAPSS dataset. The system's design is flexible and can be adapted to any agentic workflow that involves retrieving, analyzing, and plotting time series data.
Architecture
Salient Features
Contributors: Vineeth Kalluru, Janaki Vamaraju, Sugandha Sharma, Ze Yang, Viraj Modak