NisusAI: Be a Generative AI Developer

Name: NisusAI: Be a Generative AI Developer
Rating: 4.3 (49 reviews)

Building AI Assistants: Complete Guide to Document Uploading, Prompt Writing, Model Selection, and Parameter Tuning

Created byTeam Nisus

Last updated 9/2024

English

What you'll learn

Build custom AI assistants on NisusAI without coding, integrating them seamlessly into business processes.
Create effective and secure prompts to enhance AI accuracy and minimize risks.
Manage and optimize AI models, integrating them into systems via NisusAI.
Test and optimize AI performance, ensuring high-quality AI solutions.

Course content

6 sections • 21 lectures • 29m total length

Welcome to NisusAI: Course Overview0:28
Students will understand the course structure, objectives, and how NisusAI can benefit their business operations.
What is Generative AI and Why It Matters0:49
Students will grasp the fundamentals of Generative AI, its applications, and its importance in modern business environments.
What is an Assistant? How to Create One0:37
Students will learn what an AI assistant is and the basic steps involved in creating one using NisusAI.

Understanding Key Terminologies2:18
Students will understand key AI and machine learning terminologies critical for effective use of the NisusAI platform.
What is Vector DB?0:39
Students will learn about Vector DB and its role in managing and retrieving data efficiently within AI systems.
What is Semantic Search?0:36
Students will grasp the concept of Semantic Search and how it enhances data search accuracy in AI-driven systems.
What is RAG and How Does It Work?1:02
Students will understand RAG (Retrieval-Augmented Generation) and its operational mechanisms in AI applications.
Introduction to Document Splitting Module1:40
Students will be introduced to the Document Splitting Module and understand its purpose in managing large documents.

What Are Actions and Why Are They Important?2:05
Actions are tasks that NisusAI performs to complete specific jobs step by step. They help automate processes, saving you time and reducing manual effort. Actions ensure that every task is done in the correct order, improving efficiency and accuracy.
How Actions Work: An Overview1:06
Actions are managed by the LLM, which organizes tasks in sequence. The system processes one action at a time or in parallel, ensuring smooth and efficient workflow execution.

What is a Prompt? Creating Effective Prompts1:32
Students will understand what prompts are and learn techniques to create effective prompts for AI assistants.
Introduction to the Prompt Interface1:33
Students will become familiar with the Prompt Management Interface, enabling them to navigate and use it effectively.
Understanding Model Parameters2:00
Students will learn about the different model parameters and how to adjust them to optimize AI responses.
Key Considerations for LLM Prompt Interactions1:48
Students will learn best practices for interacting with LLMs through prompts to maximize their effectiveness.
How to Create and Save a Prompt with NisusAI2:43
Students will learn the process of saving prompts within the platform, ensuring they can reuse effective prompts later.
Testing and Editing Prompts with NisusAI2:41
Students will understand how to test and refine prompts, enhancing their effectiveness in AI assistant interactions.

How Does an LLM Work?1:42
Students will understand the functioning of Large Language Models (LLMs) and their role in AI-driven tasks.
How to Build an Assistant2:24
Students will gain the skills needed to build a functional AI assistant using NisusAI’s tools and features.
How to Create and Deploy an Assistant with NisusAI1:14
Students will learn the step-by-step process to deploy an AI assistant, making it operational for end-users.
Modifying Assistant Deployment with NisusAI0:29
Students will gain the ability to adjust and refine AI assistant deployments based on performance and user feedback.
Connect with Assistant via NisusAI0:25
Students will learn how to securely share their AI assistants with others using the NisusAI platform.

Requirements

There are no prerequisites or prior experience required to take this course. It is designed for beginners, making it accessible to anyone interested in learning to build AI assistants on NisusAI. All you need is a computer and an internet connection to get started!

Description

In this course, you will learn how to build your very own AI assistant by combining key concepts and techniques. Whether you're just starting out or looking to deepen your knowledge, this course will guide you step by step through the process of developing a functional and intelligent AI assistant.

We will begin by teaching you how to upload and structure documents so that the model can understand and use the information effectively. You’ll learn how to break down large amounts of data into manageable pieces that an AI model can process.

Next, we will cover prompt writing, which is essential for guiding the AI assistant in how to respond to user interactions. You'll learn how to craft effective prompts that instruct the model to behave like a helpful assistant.

We'll also dive into model selection—choosing the right model is crucial for building an assistant tailored to specific tasks. You’ll explore different models, understand their strengths, and see how to select the one that best suits your project.

Finally, we’ll focus on parameter tuning, where you’ll adjust the model’s settings to optimize its performance. You'll learn how to control creativity, accuracy, and response style to ensure the AI assistant works just the way you want.

By the end of the course, you will have all the knowledge and tools needed to build and refine a fully functional AI assistant that can assist users effectively in various tasks.

Who this course is for:

This course is designed for professionals, developers, and tech enthusiasts who want to build and manage custom AI assistants without coding. It's ideal for those looking to integrate AI solutions into business processes, enhance their skills in AI model management, and stay ahead in the rapidly evolving field of generative AI. Whether you're in tech, business, or just passionate about AI, this course will provide you with the tools and knowledge to succeed.

NisusAI: Be a Generative AI Developer

What you'll learn

Explore related topics

Course content

Introduction to NisusAI3 lectures • 2min

Documents5 lectures • 6min

Actions2 lectures • 3min

Prompts6 lectures • 12min

Assistants5 lectures • 6min

Project and Certification0

Requirements

Description

Who this course is for: