Feature/tesseract anomaly detection #403
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Signed-off-by: vmodak <vmodak@nvidia.com>
Signed-off-by: vmodak <vmodak@nvidia.com>
vikalluru
reviewed
Dec 11, 2025
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| anomaly_detection: | ||
| _type: nv_tesseract_anomaly_detection_tool | ||
| nim_endpoint: "http://localhost:8001" |
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_type: moment_anomaly_detection_tool
config: ...
…tive - Merged config-reasoning.yaml and config-reasoning-tesseract.yaml into single config - Set NV-Tesseract as default anomaly detection tool - Added clear comments for switching between NV-Tesseract and MOMENT - Updated README to integrate Tesseract documentation into main flow - Added fine-tuning roadmap note for NV-Tesseract - Updated anomaly detection example output to show Tesseract results - Tested both configurations successfully (both detect 12 anomalies at 5.19%) - Evaluation tests pass with perfect 1.0 score (4/4 test cases) Signed-off-by: vmodak <vmodak@nvidia.com>
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vikalluru
approved these changes
Dec 13, 2025
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Adding NV Tesseract capability to Asset Lifecycle Management repo.
Minor changes to following files:
industries/asset_lifecycle_management_agent/configs/config-reasoning.yaml (make output directory path relative)
industries/asset_lifecycle_management_agent/pyproject.toml (nat version freeze 1.2.1)
industries/asset_lifecycle_management_agent/vanna_training_data.yaml (make outlier detection prompt and training more robust)
industries/asset_lifecycle_management_agent/src/asset_lifecycle_management_agent/register.py (for registering new tool)
New files added for tesseract integration:
industries/asset_lifecycle_management_agent/configs/config-reasoning-tesseract.yaml
industries/asset_lifecycle_management_agent/src/asset_lifecycle_management_agent/predictors/nv_tesseract_anomaly_detection_tool.py
Documentation update:
industries/asset_lifecycle_management_agent/README.md