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Agentic AI and Generative AI Interview Questions with Answers

.  An enterprise chat assistant you built for a Fortune 500 client gets less accurate the longer a conversation runs. How would you find the cause and fix it?   A N S W E R G UI D E    CORE ANSWER Accuracy that decays with conversation length is rarely the model 'getting tired'. Almost always it is a context-management problem: the prompt keeps growing, important facts get diluted or silently truncated, early instructions lose influence, and contradictory turns pile up. The strong answer is to prove this with data first, then redesign how context is assembled instead of just buying a bigger window. STEP-BY-STEP APPROACH 1.       Measure the decay: Build an evaluation set of long, realistic conversations and plot accuracy against turn number and prompt token count. A curve that bends after a certain token count points straight at context handling. 2.       Inspect the real prompt: Log the fully assembled prompt for failing turns. Che...
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How to Convert PDF Files to Word Documents for Free (3 Easy Ways)

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Managing PDF documents can be frustrating when you need to edit text, update tables, or repurpose content. Because standard PDF files are locked for editing, trying to copy and paste text directly often ruins the formatting, spacing, and layout. Fortunately, you do not need expensive desktop software like Adobe Acrobat Pro to make quick edits. Convert PDF to Word Free Guide. Source: Yuliya Baranych / Getty Images In this step-by-step guide, you will learn 3 free, fast, and secure ways to convert any PDF file into an editable Microsoft Word document (.docx) on your PC or smartphone without paying a rupee. Method 1: Convert PDF to Word Using Google Docs (No Installation Required) If you already have a Google account (Gmail), Google Docs provides a built-in feature that automatically extracts text and layouts from PDF files. Step-by-Step Instructions: Open your web browser and navigate to Google Drive . Click the "+ New" button on the top left corner and select File upload . S...
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