Pre-requisite: in REST-API
(One-time Execution)
1.Model uploading to OpenSearch (One-time)
2.Model loading (One-time)  ==> Model ID - Make a note of it.
3.Pipleline to Opensearch ==> (One-time)
Index to Opensearch
JSON => OpenSearch => Performing search..
	
Kapture API => Index data to OpenSearch

kapture.*.*

New document is authored... => XML Content in SharedPath .. (content_334.xml) 
											||
										Watcher/Loader
											||
							Index content to OpenSearch + Extra to be added while indexing (Fields in pipeline)

Kapture Search + NLP Feature.. (One time setup)
Kapture search => Query => Call REST API to Python => Identify the Type-1 or Type2 category with (Python Script)
									=> if type1 => Intents & Entities => Frame OpenSearch query => Get the results.
									=> if type2 => Fire NLP query (With model_id) + against all kapture indices. => Get the results.

POC on pipeline
List down the prioity items: And execute with a Plan.
======================================================================================================================
1. Pipeline check of all indices or individual index. (All-mpnet-base-v2) - 05/05
2. Call REST API to Python => Identify the Type-1 (Intents & Entities) or Type2 category with (Python Script) => 14 days. (1-Sprint)
3. Frame query and trigger to OpenSearch for type-1 (Python based or Java) - 4 days

kSearch => Query => /pythonAPI => Evaluate type1, type2 , if type1 => /frameOpenSearchQuery => Trigger OpenSearch => get the resutls and return to UI.
					=> if type2 => Query against Opensearch.

======================================================================================================================
Outcome => End to end flow with NLP query with a base model - All-mpnet-base-v2.

===========================================================
Sample NLP Queries-found with ServiceNow product: For our Reference
===========================================================

•	What is the status of incident <Incident No>?
•	Show me tasks assigned to me that are overdue.
•	Find all incidents reported by the Integration department in the past week.
•	Search for knowledge articles on software installation troubleshooting.
•	List all high-priority incidents assigned to the network team.
•	List all open incidents assigned to <User>