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Since the launch of #DeepSeek, I have been evaluating different use cases across various domains and technology stacks. However, as of writing this post, I must say I am disappointed with its chat portal—though I am amazed by the R1 capabilities described in the paper. Now, coming to a sample comparison with #ChatGPT GPT-4o—I am still impressed with OpenAI’s efficiency. My query was: “Write a C# program in the most complex way possible to find the sum of two numbers.” DeepSeek Chat, as has been the case recently, showed busy servers, and after several attempts, I finally received a response…
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Solutions are always tailored to specific problems. There’s no one-size-fits-all approach. The techniques vary depending on needs like the level of customization, available data sources, and system complexity. The strategy should be based on these factors. Here are a few alternative approaches we can consider, if RAG is optional: Embedding-Based Search with Pretrained Models: This is a relatively easy approach to implement, but it doesn’t offer the same capabilities as RAG. It works well when simple retrieval is enough and there’s no need for complex reasoning. – Knowledge Graphs with AI Integration: Best for situations where structured reasoning and relationships…
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With this article, the issues and solutions I am trying to address are: On a high level, below is the list of API tasks we have to do to achieve this. We have to make requests to three calls (one less if you have Customer ID already). High level Power Automate flow See below the high level flow I have created to demonstrate: Prerequisites Detailed Flow In this example, I am using a HTTP Request Trigger, which starts when we POST a file and a email-id (I used it to represent a customer in HubSpot contact form). I am doing…
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I’m happy to share that I’ve obtained a new certification: AI for Product Management from Pendo.io! Verify: https://www.credly.com/badges/10e7acce-1f49-49f4-b348-33e3568f7c29/public_url
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Below is the slide deck used for the session “Securing the Skies: Navigating Cloud Security Challenges and Beyond” for FDPPI
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Course Link: https://learn.microsoft.com/en-us/training/paths/develop-ai-solutions-azure-openai/ Verify: https://learn.microsoft.com/en-gb/training/achievements/learn.wwl.develop-ai-solutions-azure-openai.trophy?username=ninethsense&sharingId=6DD90F4634231D41
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This is a screen recording demonstrating how to create a basic Open AI instance in Azure Portal.
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https://www.cloudskillsboost.google/course_templates/536