Hello, I am Chirag

I go by Srce Cde (srcecde) on the internet. I like building things and then explaining how they work - through blogs and YouTube videos (20k+ subscribers). I work across ML, cloud, databases, and DevOps - with a current focus on LLMs, RAGs, and agentic AI.

You can connect with me on my social media channels listed below. Looking forward to interacting with you there!

srcecde
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Latest videos


Run Claude Code Locally: Free AI Agent with Ollama (No API Key)

How to Run Local LLMs with Ollama: A Step-by-Step Guide

Vector Spaces Made Intuitive — A Kitchen Analogy (Animation)



Latest articles


· 17 min read

How to Use Claude Code with Open Source Models (Completely Free)

Run Claude Code with open source models via Ollama - completely free, private, and offline. Includes context window testing and setup guide.

claude codeollamaopen source
· 7 min read

What is a Vector Space in Machine Learning? (With Math and Intuition)

Understand vector spaces in machine learning with clear math definitions and a memorable kitchen analogy. Learn what qualifies as a vector space and what doesn't.

data sciencemachine learningmath
· 12 min read

Similar Product Search Using Amazon S3 Vector Buckets: Image and Text Retrieval with RRF Fusion

Build product search with Amazon S3 Vector Buckets. A hands-on tutorial covering image and text similarity search, embeddings, and RRF multimodal fusion.

data sciencedistancemetrics