Optimizing RAG Workflow with LangChain, Gemini API, and Redis via Docker as a Cache Layer

Universitas Dian Nuswantoro, No.207 Jalan Imam Bonjol, Kota Semarang, 50131

GDG on Campus Universitas Dian Nuswantoro - Semarang, Indonesia

Discover how to enhance Retrieval-Augmented Generation (RAG) workflows by integrating LangChain, Google Gemini API, and Redis as a cache layer via Docker. This hands-on workshop guides participants through building efficient, scalable AI applications with faster response times and optimized data retrieval.

May 24, 3:00 – 6:00 AM (UTC)

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Key Themes

Build with AIDevOpsGeminiWeb

About this event

Join us for an immersive workshop — Optimizing RAG Workflow with LangChain, Gemini API, and Redis via Docker as a Cache Layer — designed for developers, data scientists, and AI enthusiasts eager to build faster and more efficient Retrieval-Augmented Generation (RAG) applications.

In this hands-on session, you’ll learn how to integrate LangChain, harness the power of Google Gemini API, and implement Redis as a high-performance cache layer deployed via Docker. Through practical exercises and real-world examples, participants will explore best practices for optimizing data retrieval, improving response times, and scaling AI-powered applications seamlessly.

Key takeaways include:

Understanding the fundamentals of RAG workflows and their real-world applications.

Integrating LangChain with Gemini API for advanced AI-driven data retrieval.

Deploying Redis with Docker to optimize caching strategies.

Building scalable and efficient AI applications with enhanced performance.

Whether you're new to RAG or looking to fine-tune your existing workflows, this workshop equips you with the tools and knowledge to take your AI solutions to the next level.

When

When

Saturday, May 24, 2025
3:00 AM – 6:00 AM (UTC)

Organizers

  • Ricky Primayuda Putra

    Universitas Dian Nuswantoro

    Lead Chapter

  • Mario Aprilnino Prasetyo

    Head of Academy

  • Fahmi Bahtiar Adi Nugroho

    Dian Nuswantoro University

    Head of Event Organizer

  • Dhia Riboz

    Head of Public Relation

  • Muhammad Al Ghorizmi Muttaqin

    Head of Creative Media

  • Naufal Zhafif Pradipta

    Academy (Web & Cloud)

  • Calvin Samuel Simbolon

    Universitas Dian Nuswantoro

    Academy (UI & UX)

  • Taliya Meyswara

    Universitas Dian Nuswantoro

    Academy (Machine Learning)

  • Azriel Pamungkas

    Academy (Web 3)

  • Chalida Abdat

    Public Relation

  • Syakira Octa Fitria

    Public Relation

  • Nabil NK -

    Event Organizer

  • Haidar Wibowo

    Creative Media

  • YOHANES ADI PURWAKA

    Creative Media

  • Aurel Putri Widyanti

    Creative Media

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