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Intelligent Document Processing with Azure Form Recognizer

Analytics Vidhya

Introduction Intelligent document processing (IDP) is a technology that uses artificial intelligence (AI) and machine learning (ML) to automatically extract information from unstructured documents such as invoices, receipts, and forms.

Azure 268
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How to Develop Serverless Code Using Azure Functions?

Analytics Vidhya

Introduction Azure Functions is a serverless computing service provided by Azure that provides users a platform to write code without having to provision or manage infrastructure in response to a variety of events. Azure functions allow developers […] The post How to Develop Serverless Code Using Azure Functions?

Azure 279
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Deploy your ML model as a Web Service in Microsoft Azure Cloud

Analytics Vidhya

This article will provide you with a hands-on implementation on how to deploy an ML model in the Azure cloud. If you are new to Azure machine learning, I would recommend you to go through the Microsoft documentation that has been provided in the […].

Azure 307
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Unlocking Document Intelligence: E2E Azure-Powered Chatbot with Vector-Based Search (Part 2 — Q&A)

Towards AI

In the previous part, we embarked on a remarkable journey into document processing. We witnessed the development of a robust document embedding mechanism and the creation of a vector store, setting the stage for streamlined and optimized querying. It combines Azure Cognitive Search for document retrieval and OpenAI’s GPT-3.5

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Using custom document with LLM (Azure Open AI/Open AI)

Mlearning.ai

In most cases answer is no Large Language models can be used as is How to consume my companies document and use it for LLM? Submission Suggestions Using custom document with LLM (Azure Open AI/Open AI) was originally published in MLearning.ai at main · balakreshnan/Samples2023 · GitHub BECOME a WRITER at MLearning.ai .

Azure 52
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Extracting email addresses from pdf documents with Azure Form Recognizer

Mlearning.ai

Photo by Practicing Datsy Azure Cognitive Services has 8 main tools: 1. Azure_cogservices_Formrecognizer/data0" FORMREC_KEY = 'a4fc6b77f9ff448496300bcd40a612af' Create Azure objects with bash CLI #!/bin/bash Once the documents are uploaded, call the API to extract the text from the documents, and identify the email pattern.

Azure 52
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Summarize PDF document using Azure Open AI using Azure Machine Learning by chunks.

Mlearning.ai

Azure Open AI Summarize in pandas data frame Overview Summarize the data in pandas data frame. Using Azure Machine learning Load the pdf in a blob container. Submission Suggestions Summarize PDF document using Azure Open AI using Azure Machine Learning by chunks. Load PDF data into pandas data frame Clean the data.

Azure 52