May 2025 - Khaled Alam Blog

How I Built and Published SoftCropper – A Python Tool to Automate Image Prep for CanvasMagnet

khaledalam May 8, 2025 0Comments

Intro Today, I’m excited to open up and share a small part of the customized automation tools I’ve been building behind the scenes to power CanvaMagnet — my personalized photo…

ai algorithm json llm microsoft open source openai projects python rag software

How I Added Token & LLM Cost Estimation to the Indexing Pipeline of Microsoft GraphRAG

khaledalam May 6, 2025 1Comments

📄 The Motivation Working with LLM-based RAG (Retrieval-Augmented Generation) systems like Microsoft’s GraphRAG, you quickly learn one thing: token usage = money. Despite GraphRAG's robust indexing flow, it lacked one…

How I Built and Published SoftCropper – A Python Tool to Automate Image Prep for CanvasMagnet

How I Added Token & LLM Cost Estimation to the Indexing Pipeline of Microsoft GraphRAG

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How I Built and Published SoftCropper – A Python Tool to Automate Image Prep for CanvasMagnet

How I Added Token & LLM Cost Estimation to the Indexing Pipeline of Microsoft GraphRAG