Hi @Bhardwaj, Arunkumar , welcome to Microsoft Q&A forum. Apologies for replying late.
You are right in mentioning the azure does not have any out of box tool/service for migrating the oracle database to Azure Cosmos Gremlin API currently.
However, if you want to create a JAVA API to read from Oracle Database and write to Cosmos, you can refer to below articles and build on top of them:
https://github.com/Azure/azure-cosmosdb-bulkexecutor-java-getting-started
https://video2.skills-academy.com/en-us/azure/cosmos-db/bulk-executor-java
Also, if you can create a .NET API for the same, below is the article with code sample.
https://video2.skills-academy.com/en-us/azure/cosmos-db/bulk-executor-graph-dotnet
In both of these languages, firstly we need to read from Oracle database and then write to Cosmos DB.
Please let me know if this helps.