Python AI Agent Tutorial - Build a Coding Assistant w/ RAG & LangChain
In this video, I'll be showing you how to build your own custom AI agent within Python using Retrieval Augmented Generation (RAG) and LangChain. Even if you're an intermediate Python user, this tutorial will be easy to follow as I demonstrate how to query information and then make an AI agent that acts as a coding or Github assistant in less than an hour.
If you want to land a developer job check out my program with CourseCareers: https://techwithtim.net/dev
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Chapters (12)
| Overview
0:32
| Demo
3:04
| Installation/Setup
6:13
| API Keys/Tokens
8:37
| Astra DB Database Setup
11:50
| OpenAI API Key
12:52
| Fetching GitHub Issues
22:43
| Connecting to a Vector Store Database (RAG)
29:15
| Adding Documents to The Vector Store
36:25
| Writing the Agent
43:06
| Creating a Note Tool
45:41
| Running The Agent
Playlist
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A* Path Finding Algorithm(Visualization)
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Python Programming Tutorial #1 - Variables and Data Types
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Python Programming Tutorial #2 - Basic Operators and Input
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Python Programming Tutorial #3 - Conditions
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Python Programming Tutorial #4 - IF/ELIF/ELSE
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Python Programming Tutorial #5 - Chained Conditionals and Nested Statements
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Python Programming Tutorial #6 - For Loops
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Python Programming Tutorial #7 - While Loops
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Python Programming Tutorial #8 - Lists and Tuples
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Python Programming Tutorial #9 - Iteration by Item (For Loops Continued...)
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Python Programming Tutorial #10 - String Methods
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How to Overclock a NVIDIA GPU
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Python Programming Tutorial #11 - Slice Operator
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Python Programming Tutorial #12 - Functions
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Python Programming Tutorial #13 - How to Read a Text File
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Python Programming Tutorial #14 - Writing to a Text File
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Python Programming Tutorial #15 - Using .count() and .find()
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Python Programming Tutorial #16 - Introduction to Modular Programming
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Python Programming Tutorial #17 - Optional Parameters
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Python Programming Tutorial #18 - Try and Except (Python Error Handling)
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Python Programming Tutorial #19 - Global vs Local Variables
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How to Use a Disposable Email Service (Prevent Spam)
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Python Programming Tutorial #20 - Classes and Objects
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Cool VBS Script to Prank Your Friends!
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What is NEO? How to Create and Use a NEO Wallet
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How to Encrypt and Hide Your Files - Windows 10/8
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How to Mine Ethereum - For Beginners [EASY]
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How to Overclock an AMD GPU
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Best GPU'S For Mining Ethereum (2018)
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Recursion and Memoization Tutorial Python
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Ethereum Mining Rig - Hardware Guide
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How to Cool Down Your GPU Using Only Software! (Super-Easy)
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Pygame Tutorial #1 - Basic Movement and Key Presses
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How to Install Pygame (Windows 8/10)
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How to Trade Your Cryptocurrency (Bitcoin, Ethereum etc.) For Cash!
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Common Ethereum Mining Issues and FIXES
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Mining ETHEREUM With a Gaming PC - How Much MONEY $$$?
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How to Mine Ethereum 2018 - WORKING (Super-Easy)
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How to Use Ethermine - Ethereum Mining Pool
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Pygame Tutorial #3 - Character Animation & Sprites
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Pygame Tutorial #4 - Optimization & OOP
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OBS Studio Tutorial - Best OBS Settings
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Linear Search Algorithm - Python Example and Code
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Make Any Mic Sound AMAZING! (WITH OBS)
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Binary Search Algorithm - Python Example & Code
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Pygame Tutorial #5 - Projectiles
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Pygame Game - Mini Golf
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Why Your GPU is Slow at Mining Ethereum
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Pygame Tutorial - Projectile Motion (Part 1)
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Pygame Tutorial - Projectile Motion (Part 2)
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Pygame Tutorial #6 - Enemies
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Pygame Tutorial #7 - Collision and Hit Boxes
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How to Cool Down Your GPU While Mining - Eth, Zcash...
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Pygame Tutorial #8 - Scoring and Health Bars
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Cloud Mining vs. Hardware Mining - 2018
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How to Install Pygame on Mac OSX (Fast-Simple)
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Pygame Tutorial #9 - Sound Effects, Music & More Collision
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Pygame Tutorial #10 - Finishing Touches & Next Steps
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