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FourthBrain Workshop

Mastering LangChain:

Build Functional RAG Applications

A LIVE workshop for engineers, developers, and data scientists on unleashing the power of functional RAG by diving into Langchain's capabilities. Supercharge your generative AI applications by integrating with OpenAI tools and deploying your app. 

  • Date: Tuesday March 5th
  • Time: 9am-3pm PT
  • Cost: $500  |  $1500 for teams
Register Now

With the popularity of LLM-powered applications like ChatGPT, many are eager to build similar private tools for their own data.  In this workshop, we will show you how to do that using the LangChain framework.

In this workshop you will learn to use LangChain for prompt engineering, how to leverage vector databases, and how to build an index. You'll also learn to integrate multiple documents and how to chain requests, culminating in a complete end-to-end project.

As industries adapt to take advantage of AI, businesses around the world are realizing that AI implementation will soon be essential to remain competitive and up-to-date.

Business leaders face the biggest challenge of not knowing how to begin. This workshop, exclusively for executives, directors, and decision-makers, has been designed to help them come up with concrete next steps to create a roadmap for incorporating AI into their businesses.

Key Outcomes

Build a prompt chain using LangChain

Use vector databases and create an index

Build a final project with multiple documents

Workshop Schedule

This workshop is hands-on and interactive. Participants are expected to come ready to build!

  • Overview of the LLM stack including OpenAI, ChromaDB, and LangChain
  • LangChain infrastructure overview
  • Building prompts chains
  • Setting up vector databases to search PDFs
  • Building an index with LangChain
Download the Syllabus

This workshop is for you if:

You want to use tools like ChatGPT for your own proprietary data

You are eager to build applications with LLMs and have some experience with ML modeling

You are a strong Python coder and have experience building basic ML models like classifiers. Experience with APIs and deployment is strongly encouraged but not required. 

How to Prepare

Create a Google Colab Account

We suggest you work in Google Colab for fine-tuning, so you should have a paid account. 

Get Familiar with LangChain

You don't need to be an expert, but start learning the LangChain framework. 

Many employers offer reimbursement for programs like ours. Check out our tips for getting reimbursed.

"67% of companies saw revenue increase due to AI adoption"

- McKinsey Tech Trends Outlook 2022

Register Here

Our next session will be on Tuesday March 5th. 

Part of a group? Register your team of 2-4 people here!

FAQs

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About FourthBrain

FourthBrain's mission is to bring more people into the growing fields of Machine Learning and Artificial Intelligence through flexible education programs. We equip leaders with the skills to lead organizations towards AI maturity, and support engineers, developers, and data scientists to make an impact in this field.
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About Andrew Ng

Featured Speaker: Dr. Andrew Ng

Dr. Andrew Ng is a globally recognized leader in AI. He is the Founder of DeepLearning.AI and Founder and CEO of Landing AI, and an Advisor to FourthBrain. 

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AI-First Mindset For Leaders

This class was designed to give company decision-makers at various levels, the AI understanding they need to lead from the front. The curriculum has been crafted to fill knowledge gaps for leaders experiencing any of the following:
  • You're struggling to figure out how AI can impact your organization
  • You want to stay ahead of the curve with AI technology, but aren't sure how to start
  • Your organization is experimenting with AI, but has not seen any real business impact from it
  • Your organization has some valuable models, but they are not fully integrated into daily operations