zacky syarief

Recent Articles

• Published on

  November 14, 2025

  Working with vector and cosine similiraty using Sqlite + EmbeddingGemma

  When we design RAG Architecture, the most important part is how we translate our exisiting data into vectors using embedding query. Let say we have a collection of journals and we want those collections to be context in addtion to our prompt, we need select the relev ...

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• Published on

  October 6, 2025

  Connect MCP Server using Google ADK (Completely Free using Open Model)

  Google ADK (Agent Development Kit) is is a flexible and modular framework for developing and deploying AI agents. While optimized for Gemini and the Google ecosystem, ADK is model-agnostic, deployment-agnostic, and is built for compatibility with other frameworks. ...

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• Published on

  September 16, 2025

  How to calculate and estimate GPU usage of Foundation Model

  GPT3.5 with 175B parameters cost approximately $4 Billion within 7 months can be downloaded, allowing them to run on a local computer

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• Published on

  September 1, 2025

  Running LLM locally with Ollama + RAG

  Just like GPT, Gemini, and Deepseek, Ollama is an LLM that we can use as an assistant. What most distinguishes Ollama from other LLMs is that the available models can be downloaded, allowing them to run on a local computer

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• Published on

  August 26, 2025

  [Draft] Device Binding on Android

  Device binding is a technique to make sure only trusted android app can communicate with backend. With proper handshake process that Android app will publish public key that can be used by server...

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