ChatGPT is useful for generating answers to generic questions, but it often responds with inaccurate answers when asked questions about your custom data, document, website, or knowledge base.
One way to try to solve this problem is to copy and paste your data into the chat interface for ChatGPT to use as ‘context’ to answer the question. But you’ll hit a new roadblock: there’s a limit on how much text you can input.
This roadblock is overwhelming and frustrating because the vast majority of valuable data contains much more text than this limit, plus the process of copy-pasting is tedious.
Even if you figure out how to use OpenAI’s api there’s still a lot more to figure out: how to use ChatGPT on various large file formats and data sets? How to split the text to retain meaning and overcome OpenAI’s limits? How to manage costs without breaking the bank? How to optimize prompts to retrieve accurate responses and avoid hallucinations? How to launch a production-ready chat application for users? How to store and manage embeddings? And more.
At this point, It’s easy to give up on building your dream AI chatbot that could save you and your business a significant amount of time and money, and set it apart from competition, but there’s a solution…
Build a MVP for Your AI Chatbot In 2 Weeks
Recently, a new open source tool & framework called LangChain emerged on the AI scene as a solution to this ‘limit’ problem (and many other roadblocks covered in this program).
Whether your data is stored in PDF & CSV files, SQL, a website, APIs or other file formats, LangChain makes the process of building AI applications like a chatbot much easier and quicker to build.
Even if you’re a beginner, by the end of the program you’ll be equipped with a solid foundational knowledge of the current AI capabilities for your work and business, alongside the basic skills and tools to create a simple, well-functioning chatbot application for your custom data.
Enrolled students work for a variety of corporations ranging from leading investment and consulting firms to major educational institutions, including...
You’ll also learn the step-by-step process I used to build…
A simple GPT-4 'Warren Buffett' financial analyst chatbot to 'chat' with and analyze multiple PDF files (~1000 pages) across Tesla’s 10-k annual reports (2020-2022)
...And a 56-page PDF supreme court legal case.
Who is this for…
- This program is suitable for beginners in AI and programming including founders, teams, consultants, and developers looking to build an AI chatbot for their data.
- Ideally, you should already have a use case in mind.
What you’ll learn…
- How to use the new ChatGPT api (GPT-3.5 and GPT-4) to build an AI chatbot for your data and specific industry.
- How to question and answer multiple PDF files, csv, and other popular document file formats using LangChainAI in any length.
- How to workaround OpenAI’s token and context limits.
- How to create, manage, and optimize prompts for more accurate responses.
- How to integrate AI with your database and third-party APIs.
- How to manage data privacy.
- How to deploy a production ready AI application.
- How to store and manage your embeddings and documents.
- How to calculate and manage the cost of your embeddings.
- How to track key insights about your OpenAI traffic.
- How to show the source documents as chatbot results.
What you’ll get…
- 4 pre-recorded workshops covering step-by-step guidance on how to build an AI-powered chatbot (delivered by Mayo).
- Access to question & answer sessions with AI chatbot experts on optimal strategies and best practices.
- Optional assignments to help you complete your MVP chatbot faster.
- Curated resources including visual guides and templates to simplify and understand complex concepts.
- Unlimited lifetime access to the course material.
- 30-day money back guarantee.
- And more!
Here's what students are saying...
"From the outset, Mayo demonstrated expertise and commitment to ensuring our success. Our team faced several blockers during the initial stages of an integration, and Mayo's in-depth understanding of Langchain was instrumental in helping us overcome. This knowledge has not only better equipped our team to leverage the technology but has also allowed us to plan and strategize more effectively for upcoming projects. "
President/Director of AI at iSolutions
"I started simple by feeding it a 2022 financial report for one of my clients and asking a few questions about revenue growth and expenses. Certainly made it easy to get answers out of a 120+ page doc."
Partner at Fused
"I never thought I could understand coding, but your extra links are AWESOME for a guy like me who is a Civil Engineer great at Excel formulas but not confident doing coding...the value I have received so far has been outstanding."
Senior Engineer & Consultant
Senior Product Designer
SEO and Marketing specialist
"Managed to set it up properly...Honestly I'm not even a technical person and it was easy to do."
(Watch the preview below)
Meet the Instructor and Panelists
AI engineer and LangChainAI contributor
Head of Technology @ Chroma
CEO @ LangChainAI
CEO @ ChatBase
Tech Lead. PhD Stanford
Technical founder; 2 prior exits; previously Amazon, Microsoft
Bioinformatics Analyst at Geisinger
Deep Learning and NLP Practitioner
Frequently Asked Questions
What is the program about?
This program is designed to teach you the fundamentals of how AI chatbots like ChatGPT work and how to build one for your own custom data. The program includes 4 workshops, Q&A sessions with AI experts, and lifetime access to recordings.
Do I need prior experience in AI or programming to join the program?
Whilst having some programming background would be helpful, the program is designed to cater to complete beginners. The workshops will guide you through the process step-by-step, providing visual guides and templates to make it easy to understand.
Will the program cover working with large databases and CSV files?
Yes, this is covered on the higher tier through a mix of Q+A SQL sessions and a bonus tutorial.
What is the production-ready "starter kit" and how do I get access?
The AI chatbot starter kit is a done for you solution that includes a complete codebase to help you quickly and easily "chat" with large PDF files. Here's a demo.
How do I manage token limitations and optimize prompts for better accuracy?
During the program, we will cover strategies for managing token limitations and optimizing prompts to improve the accuracy of AI chatbot responses. We'll discuss techniques such as prompt engineering, context management, and breaking down large texts into smaller chunks to ensure efficient and effective interactions with your chatbot.
How will the program handle data privacy and security?
The program will address data privacy and security concerns, including best practices for handling sensitive data, ensuring compliance with data protection regulations, and discussing options for local deployment and open source solutions to maintain data confidentiality.
Will the program cover working with different languages and non-English content?
The primary focus of the program will be on English content, however there are add-on customisation solutions available for multilingual use cases.
Do I have to deploy my MVP in 2 weeks?
Not necessarily. However, I would recommend that you pace yourself over a few weeks as you consume the content to avoid information overload and paralysis.
Can I use this program to build a chatbot for a specific industry or use case?
Yes, the program will teach you how to create domain-specific chatbots tailored to your industry or specific use case, such as legal, finance, healthcare, customer support, or education.
Can I get reimbursed by my company?
Most companies appreciate if employees want to improve their skills and are happy to pay for programs like this one. To help you get a reimbursement, a drafted email request and proposal template will be provided to you after purchase.
I work full-time, what is the expected time commitment?
The program is self paced and designed for full-time professionals. In total (if you aim to complete this in 2 weeks), the commitment is 4-5 hours a week of your time.
Will this program help me with my professional development and career?
The program will equip you with the fundamental knowledge of AI capabilities and basic skills to create AI chatbots to improve any organisation’s internal processes, which should unlock new job opportunities and boost your career.
How long will I have access to the content?
You have lifetime access to watch anytime.
What is the cancellation policy?
Once you make a payment, you're entitled to a 100% refund provided you have completed the entire course material in its entirety and didn't find it useful.
How is this program different from free online content?
First, the content in this program is focused on providing an in-depth "first principles" understanding of how things work under the hood so you can adapt easier to your use case regardless of "hype".
Second, the program combines content with community technical support to improve the odds of your success.
I have more questions, who do I contact?
Send me a message at [email protected]
30-Day Money Back Guarantee
If you complete all lessons and content of the program in its entirety and didn't find it useful, I think you should get your money back. Just send a message and you'll get 100% of your money back within 30 days post purchase. All that is required is evidence you have completed all the modules (100%).