World Congress 2024 • Aug 20, 2024 • Session details

Build RAG from Scratch

philnash

Phil Nash proves you can build a vector search engine from scratch using just Node.js. Ditch traditional keyword matching and master the math behind Retrieval-Augmented Generation.

Starting at 4:26 · Watch from the beginning

Build RAG from Scratch thumbnail

Checking access…

Playback and chapters load privately for Free videos.

Matching moments

1:44 min

Understanding basic retrieval-augmented generation architectures in chatbots

Stan Girard Stan Girard · World Congress 2024

3:50 min

Building local RAG architectures using the Anything LLM tool

Cedric Clyburn Cedric Clyburn +1 · World Congress 2025

1:57 min

Understanding overarching retrieval and generation steps in RAG architectures

Csenge Szabo Csenge Szabo · Europe 2026 Virtual

1:24 min

Expanding AI capabilities using retrieval-augmented generation

Cedric Clyburn Cedric Clyburn · World Congress 2024

1:28 min

Reviewing the basic retrieval-augmented generation pipeline

Carl Lapierre Carl Lapierre · World Congress 2024

2:05 min

Enhancing language models with retrieval-augmented generation

Mary Grygleski Mary Grygleski · LIVE

Upcoming sessions on this topic

Open session

From RAG to Real Impact: Building Smarter AI Assistants

  • Poornima Nayak

    IBM

    Program Director

Open session

Thinking in Graphs, Reasoning with Gemini!

  • Bhavesh Bhatt

    N/A

    Lead AI Engineer

Open session

Building a Semantic Cache for Agentic AI: Practical workshop on reducing cost & latency

  • Bhavana Giri

    Redis

    Developer Advocate

Open session

Build a Zero-Cost AI Agent in Your Browser

  • Aishwarya Mathuria

    Adobe

    Computer Scientist

  • Nishant Thakur

    Adobe

    Senior Computer Scientist

Open session

Bypassing the GPU Tax: Smart Layer-7 Routing with Small Language Models (SLMs)

  • Sagar Utekar

    CrowdStrike

    SRE

Open session

Recursive Language Models: Scaling infinitely beyond the Context Window

  • Jayita Bhattacharyya

    Domyn

    Member of Technical Staff