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Skolo Online
#chatgpt #chatgptbot #openai
Create a Custom ChatGPT using Your Own Data, Redis Search OpenAI Cookbook Chatbot-Kickstarter
Welcome to our comprehensive tutorial to create a customized ChatGPT Bot driven by your data, Redis Search, and the OpenAI Cookbook! This step-bystep guide will take you through the entire process beginning with the setting up of your Redis Stack server with Docker and integrating your ChatGPT model into a Python Flask application.
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The most useful links:
Starter Code: https://github.com/skolo-online/build-chatgpt-with-own-data
Get OpenAI API Key: https://platform.openai.com/account/api-keys
OpenAI ChatGPT Documentation: https://platform.openai.com/docs/guides/chat/introduction
Chatbot Kickstarter: https://github.com/openai/openai-cookbook/tree/main/apps/chatbot-kickstarter
Chatbot Notebook: https://github.com/openai/openai-cookbook/blob/main/apps/chatbot-kickstarter/powering_your_products_with_chatgpt_and_your_data.ipynb
Install Redis on Linux: https://redis.io/docs/stack/get-started/install/linux/
Install Docker on Linux: https://www.digitalocean.com/community/tutorials/how-to-install-and-use-docker-on-ubuntu-20-04
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On this clip, we will discuss:
Introduction: Take a look at an overview of the technology and tools we’ll be using, including ChatGPT, Redis Search, OpenAI Cookbook, Docker, and Python Flask.
Configuring the Redis Stack server with Docker Discover how easy it is to set up a Redis Stack server using Docker an extremely popular containerization system.
Installing a Redis Server in an online server: Learn the steps to setup your own Redis Stack server on an online server. It will also provide an alternative method to deploy the project you are working on.
Create a Redis Search index This guide will help you understand the steps of creating a search engine in Redis, which will efficiently store and manage your data.
Incorporating documents into the index How to include your data for inclusion in Redis Search. Redis Search index, preparing it to be used by the ChatGPT bot.
Searching for information: Learn the best ways to execute various searches on you Redis Search index, ensuring you have the ability to retrieve efficiently all the information required to address user questions.
Using ChatGPT to answer questions with results from the index: This tutorial will show you how to connect your ChatGPT model with Redis Search. Redis Search index, enabling your chatbots to provide precise and appropriate responses, based on your information.
Incorporating the search into ChatGPT within the Python Flask application: In this last step, we’ll teach you how to seamlessly integrate your Redis-powered ChatGPT bot with an existing Python Flask application, creating an interactive and complete chatbot experience.
At the conclusion of this instructional course, you’ll’ve obtained the information and tools required to build a distinctive personal ChatGPT chatbot, adapted for your unique data and usage. Even if you’re an experienced AI creator or novice, this tutorial will give you all the information and assistance that you require to be successful in building your very individual ChatGPT bot.
Join us on this exciting adventure and discover the complete potential of custom chatbot creation through Redis Search and ChatGPT!”
Don’t forget to like, share and join our channel for additional instructions and tips within the realm of AI and chatbots!
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Timestamps:
00:07:20 Chatbot Kickstarter Github
00:19:37 config.py file, set up the constants
00:36.49 databse.py file
01:39:56 transformers.py file
The project’s requirements are installed at 00:45:32 (requirements.txt)
01:51:32 Install Docker on your VPS
03:57:06 Create Redis Stack Server in your VPS
01:04:42 Create the primary notebook.py file
01:54:55 Test the functions in notebook.py file
02:17.31 Test Final Application
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Learn more on Skolo Online
https://skolo.online
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#chatgpt #chatgptbot #openai
Have a professional build your Web Application
https://tati.digital
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Video length:
2:23:59
Category:
Science & Technology
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