Building an AI Agent for Project Notes With OpenAI Assistants API
In this video, I take you through the process of creating a simple AI assistant using the OpenAI Assistants API to optimize your note taking in. The AI agent is designed to help you organize and query project notes, gather insights, and boost productivity without taking over the actual creative process of writing the notes. Let's dive into the nitty-gritty details, from setting up a vector store for document embeddings, to implementing tools like file search and code interpreter for efficient note management. If you're into AI and productivity hacks I think this tutorial will give you some coo…
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Chapters (24)
Introduction and Project Overview
0:22
Project Vision: Building the AI Note Assistant
0:30
Outlining the Project Structure
1:24
Conceptualizing the AI System
2:08
Automation and OpenAI Assistant API
2:34
Implementation Plan and Vector Store Setup
3:42
Understanding Vector Stores and Embeddings
4:47
Preparing to Query the Vector Store
5:59
Overview of the Assistant Creation Steps
7:45
Preparing the Environment for Development
8:48
Organizing the Notes for the Project
11:02
Setting Up Dependencies and Environment
12:17
Extracting Links from Obsidian Notes
14:58
Scraping Data with Beautiful Soup and Requests
21:24
Utilizing Wget for PDF Downloads
26:05
Setting Up the AI Agent with OpenAI API
27:58
Uploading Files to the Vector Store
31:04
Creating and Configuring the AI Assistant
34:02
Testing the Assistant in the OpenAI Platform
37:14
Running Queries and Validating Assistant Responses
42:18
Enhancing the Assistant with a Code Interpreter
46:44
Implementing a File Download Feature
52:07
Running and Managing Threads and Messages
57:10
Downloading Generated Files
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