aws-sdk-natural-language

A ChatGPT plugin that enables you to use AWS with natural language.

Note: This is not an AWS product. This is an open source project enabling ChatGPT to use AWS.

Notice

This project is on hold (for now). After successfully code-generating just the Amazon S3 service openapi.yaml file, I realized that OpenAI applies the same limit on the length of the file as it does to normal text input, which is 8K tokens as of 07/02/2023. This corresponds to roughly 50 APIs, which is not enough to do anything meaningful with AWS' 200+ services.

This project will resume once the token limit increases to a more reasonable amount!

Architecture

Instructions

To run this yourself, you will need access to ChatGPT plugins.

Clone the repository and run vercel. Configure the deployment to your vercel account.

After it's deployed, go to ChatGPT and select the "Plugins" dropdown. Go to "Plugin store" --> "Develop your own plugin" and paste the URL of the Vercel deployment.

Start a new chat and enable the plugin you've just installed. First, you must provide your credentials to the plugin. After that, you can start making requests. Note only a few operations are supported at this time.

Note as of 04/30/23 the plugin URL is required to be HTTPS. If that requirement ever becomes less strict, you could run the server locally using python ./api/index.py and point ChatGPT to localhost:5000 instead of the Vercel deployment.

Sample Discussion

Creating a bucket and uploading an object

Human: Access Key ID: REDACTED Secret Access Key: REDACTED

ChatGPT: Great! I am now authenticated with your AWS account. How can I assist you with AWS services today?

Human: Can you make a bucket "matas-plugin-test-bucket"

ChatGPT: The S3 bucket "matas-plugin-test-bucket" has been successfully created. Is there anything else you would like me to do with AWS services?

Human: Can you tell me the number of objects currently in that bucket

ChatGPT: The S3 bucket "matas-plugin-test-bucket" currently contains 0 objects. Is there anything else you would like me to do with AWS services?

Human: Can you Base64 encode the text "Hello, ChatGPT!" and upload that to the bucket with the key "hello-chatgpt"

ChatGPT: The text "Hello, ChatGPT!" has been successfully Base64 encoded and uploaded to the S3 bucket "matas-plugin-test-bucket" with the key "hello-chatgpt". Is there anything else you would like me to do with AWS services?

Human: What is the number of objects in the bucket now?

ChatGPT: The S3 bucket "matas-plugin-test-bucket" currently contains 1 object with the key "hello-chatgpt". Is there anything else you would like me to do with AWS services?

Human: Can you get that object and display the contents?

ChatGPT: The content of the object with the key "hello-chatgpt" in the S3 bucket "matas-plugin-test-bucket" is "Hello, ChatGPT!". Is there anything else you would like me to do with AWS services?

Future

Currently only a handful of S3 operations are supported:

• CreateBucket
• ListObjects
• PutObject
• GetObject
• DeleteObject

In the near future I plan to support every AWS service by code-generating ai-plugin.json, openapi.yaml, and the Flask server.