Adityeah’s Newsletter

The Vector Database Blueprint: Understanding Embeddings and BERT from the Ground Up

Vector Databases crash course- Part 1

Aug 21 • 

Aditya

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July 2025

Build an MCP-powered Audio Analysis Toolkit

In an era of voice-driven interfaces and AI-powered assistants, extracting meaningful insights from audio is more important than ever.

Jul 13 • 

adityeah

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June 2025

Building a Local MCP Server to Connect 200+ Data Sources Seamlessly

In today's organizations, data is scattered across countless platforms—Slack, Gmail, SQL databases, Google Drive, GitHub, and more.

Jun 26 • 

adityeah

1

What is MCP? A Visual and Practical Guide for Product Builders

Lately, there’s been a lot of buzz around Model Context Protocol (MCP). You’ve probably heard of it.

Jun 17 • 

adityeah

1

The Ultimate Guide to Product Discovery

Product Discovery is by far the most critical area for a Product Manager.

Jun 5 • 

adityeah

1

May 2025

Finally, a Text-to-SQL Tool That Actually Works — Meet Vanna AI

In a world where data is the new oil, querying it shouldn't feel like learning a new language.

May 2 • 

adityeah

1

April 2025

Why Your User Persona Might Be Fiction—and What It’s Costing You?

Every product team loves a well-crafted persona: a neat profile that neatly summarizes who they’re designing for.

Apr 21 • 

adityeah

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How I Built a Talking AI Agent That Sounds Like Me (in 100 Lines of Code)

Imagine having a voice assistant that doesn't just respond from predefined answers but actually retrieves relevant context from your own local documents…

Apr 18 • 

adityeah

1

March 2025

How to Build a Local AI-Powered OCR App with Gemma-3 and Streamlit?

Optical Character Recognition (OCR) is an essential tool for extracting text from images, making it easier to digitize documents, analyze handwritten…

Mar 21 • 

adityeah

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February 2025

Technical Jargon for Product Managers: A Guide to Feeling Confident in 2025

One of the most common insecurities for product managers (PMs) is their technical skills.

Feb 11 • 

adityeah

1

What's a Relational Database?

The TL;DR

Feb 10 • 

adityeah

1

The Beginner's Guide to Databases

Databases are the unsung heroes of modern technology.

Feb 2 • 

adityeah

1