Agentic AI workflow for Predictive Maintenance (#304)

* Test commit

Signed-off-by: Vineeth Kalluru <[email protected]>

* Git ignore with new README

Signed-off-by: Vineeth Kalluru <[email protected]>

* Full agentic workflow

Signed-off-by: Vineeth Kalluru <[email protected]>

* Simpler Readme

Signed-off-by: Vineeth Kalluru <[email protected]>

* test prompts added

Signed-off-by: Vineeth Kalluru <[email protected]>

* Verified full flow. Added screenshots

Signed-off-by: Vineeth Kalluru <[email protected]>

* Images

Signed-off-by: Vineeth Kalluru <[email protected]>

* Reasoning based workflow complete

Signed-off-by: Vineeth Kalluru <[email protected]>

* architecture diagram

Signed-off-by: Vineeth Kalluru <[email protected]>

* EOL fixes

Signed-off-by: Vineeth Kalluru <[email protected]>

* config files

Signed-off-by: Vineeth Kalluru <[email protected]>

* Readme update with code execution sandbox

Signed-off-by: Vineeth Kalluru <[email protected]>

* PDM test workflow

Signed-off-by: Vineeth Kalluru <[email protected]>

* changes to the read me

* Update README.md with local-sandbox related changes

* Included and improved Viraj's changes

Signed-off-by: Vineeth Kalluru <[email protected]>

* Cleaned up solution works, yet to test: Eval harness, RAGA integration

Signed-off-by: Vineeth Kalluru <[email protected]>

* Pyproject fixes and dot.env cleanup

Signed-off-by: Vineeth Kalluru <[email protected]>

* added command

* Phoenix and Catalyst Tracing works. Implemented Eval harness successfully

Signed-off-by: Vineeth Kalluru <[email protected]>

* Sample eval output added along with Eval dataset

Signed-off-by: Vineeth Kalluru <[email protected]>

* vanna fix

Signed-off-by: Vineeth Kalluru <[email protected]>

* More fixes

Signed-off-by: Vineeth Kalluru <[email protected]>

* Pytest works

Signed-off-by: Vineeth Kalluru <[email protected]>

* Basic plot + text evaluation works

Signed-off-by: Vineeth Kalluru <[email protected]>

* Multimodal evaluation first attempt

Signed-off-by: Vineeth Kalluru <[email protected]>

* Anomaly detection workflow added, folder structure modified

Signed-off-by: Vineeth Kalluru <[email protected]>

* Full workflow with eval check complete - 21/24 pass

Signed-off-by: Vineeth Kalluru <[email protected]>

* Updated README

Signed-off-by: Vineeth Kalluru <[email protected]>

* PDM arch diagram updated

Signed-off-by: Vineeth Kalluru <[email protected]>

* Updated readme 2

Signed-off-by: Vineeth Kalluru <[email protected]>

* Fixed config

Signed-off-by: Vineeth Kalluru <[email protected]>

* Back ticks fixed

Signed-off-by: Vineeth Kalluru <[email protected]>

* Removed PWD path from requirement

Signed-off-by: Vineeth Kalluru <[email protected]>

* Fixed dot.env related issues

Signed-off-by: Vineeth Kalluru <[email protected]>

* Changed namespace from AIQ to NAT

Signed-off-by: Vineeth Kalluru <[email protected]>

* Fixed Knee RUL transformation, updated RUL prediction to use MOMENT model and added cursor rules file

Signed-off-by: Vineeth Kalluru <[email protected]>

* Eval run

Signed-off-by: Vineeth Kalluru <[email protected]>

* Fixed workspace utility prompt

Signed-off-by: Vineeth Kalluru <[email protected]>

* minor chages

Signed-off-by: Vineeth Kalluru <[email protected]>

* Included suggestions and fixes from team

Signed-off-by: Vineeth Kalluru <[email protected]>

* Formatting config file

Signed-off-by: Vineeth Kalluru <[email protected]>

* Trying to make Knee curve work

Signed-off-by: Vineeth Kalluru <[email protected]>

* Updated arch diagram

Signed-off-by: Vineeth Kalluru <[email protected]>

* Final set of attempts to get the complex query working (but in vain)

Signed-off-by: Vineeth Kalluru <[email protected]>

* Fixed two complex queries

Signed-off-by: Vineeth Kalluru <[email protected]>

* added new eval output files

Signed-off-by: Vineeth Kalluru <[email protected]>

* moved folder

Signed-off-by: Vineeth Kalluru <[email protected]>

* SPDX header

Signed-off-by: Vineeth Kalluru <[email protected]>

---------

Signed-off-by: Vineeth Kalluru <[email protected]>
Co-authored-by: Sridurga Krithivasan <[email protected]>

Author: vikalluru

.gitignore

@@ -32,3 +32,9 @@ RAG/notebooks/langchain/data/save_embedding
 
 # IntelliJ's project specific settings file
 .idea
+
+# Environment variables
+.env
+
+# egg-info directories
+**/egg-info