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OpenAI Assistants with OpenAI Python API

4h 13m 2s
English
Paid

Learn how to use the OpenAI Assistants API with clear, hands-on examples. This course shows you how to build and manage AI assistants with the OpenAI Python SDK. You will write code, test ideas, and understand how each part of the system works.

What You Will Learn

Create Assistants

You will learn how to make Assistants with GPT‑3.5 or GPT‑4. You will set options, add tools like Code Interpreter and Retrieval, and build simple custom helpers such as a math tutor.

Work with Threads

You will see how Threads store each user session. You will create new Threads, send messages, and manage the flow of a long chat. You will learn how token limits affect your design.

Add and Manage Messages

You will practice adding text and file messages to a Thread. You will also learn how the API handles different file types.

Run the Assistant

You will run the Assistant to process messages. You will learn how tools trigger during a run and how to manage context for better speed and lower cost.

Track Run Status

You will check run states, wait for completion, and read the final response. This helps you build smooth and clear user flows.

Use and Build Tools

You will use built‑in tools and also create your own with Function Calling. You will test how each tool changes the Assistant's behavior.

Handle Files and Objects

You will learn how to upload and use files. You will also explore the main API objects: Assistants, Threads, Messages, Runs, and Run Steps.

Manage Runs and Threads

You will handle run lifecycles, status checks, and thread locks. You will also learn patterns for safe and clean message flow.

Data Access and Limits

You will understand access rules, authorization steps, and current API limits that may affect your app.

Tool Deep Dive

You will study Code Interpreter, Retrieval, and Function Calling. You will learn what each tool can do and how to decide when to use them.

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#1: Course Curriculum Overview
All Course Lessons (23)
#Lesson TitleDurationAccess
1
Course Curriculum Overview Demo
03:27
2
OpenAI Account Setup
15:35
3
Messages and Parameters
13:36
4
Chat Completion Exercise
01:44
5
Chat Completion Exercise - Solution Code Along
05:55
6
How do Assistants Work?
11:34
7
Understanding LLM Assistant and Motivations
08:47
8
Assistants, Threads, and Messages
08:23
9
Runs
11:59
10
Assistant Workflow
26:12
11
Assistant Exercise
03:41
12
Assistant Exercise - Solution Code Along
08:47
13
How Knowledge Retrieval Works
10:14
14
Single File in Message
18:16
15
File with Code Interpreter
20:16
16
Multiple Files with Assistant
15:40
17
Assistant Knowledge Retrieval - Exercise Overview
02:19
18
Assistant Knowledge Retrieval - Exercise Solution Code Along
10:21
19
Understanding Function Calling with Assistants
09:58
20
Converting Python Function to JSON Request
18:46
21
Function Calling with an Assistant
14:11
22
Assistant with Function Calling - Exercise Overview
02:22
23
Assistant with Function Calling - Exercise Solution
10:59
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