- API docs
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- Integration guides
- Blog
- How machines learn to understand words: a guide to embeddings in NLP
- Prompt-based learning with Transformers
- Efficient Transformers II: knowledge distillation & fine-tuning
- Efficient Transformers I: attention mechanisms
- Deep hierarchical unsupervised intent modelling: getting value without training data
- Fixing annotating bias with Communications Mining
- Active learning: better ML models in less time
- It's all in the numbers - assessing model performance with metrics
- Why model validation is important
- Comparing Communications Mining and Google AutoML for conversational data intelligence
Communications Mining Developer Guide
Exchange Integration with Azure Application Authentication
This step-by-step guide will show you a popular method for creating a Microsoft Exchange application for Communications Mining in your Azure Cloud Platform. You'll learn how to create an Application (client) with an ID and Client Secret, and find your existing Directory (tenant) ID. This will allow users to access Exchange mailbox integrations in Communications Mining.
Failure to create an Exchange-Communications Mining application in Azure can lead to permissions errors that prevent users from accessing their mailbox integrations. To gain the full benefits of Communications Mining, follow these steps and complete the process in its entirety.
You have now successfully created an integration between Communications Mining and Microsoft Exchange through Azure. You can disable the integration by hitting the switch in the top-right corner of the Integrations page. To delete it, select the trash can icon.
You can also enable attachment syncing at mailbox level on an Exchange integration. The streams API then makes the attachments retrievable via an attachment reference. Check more about syncing attachments in the Attachments and Using Exchange Integrations pages.
If you have any questions or need assistance with the integration process, please contact UiPath support.