Documentation Buddy

Documentation Buddy is a Telegram chatbot powered by GPT and OpenAI. You can upload PDF and other documents, the bot will learn from them and you can ask it questions.

Useful in a variety of situations where you have too much information to learn and need a quick reference guide!

Requirements

Your own OpenAI account and API Key
A Pinecone account and API Key (for embeddings)
Somewhere s3-like to save files (for re-indexing if needed)
A Telegram key from BotFather

Optional Requirements:

If you don't use the DigitalOcean one-click deploy then you will also need to run OpenAIs embeddings project separately. You can get it from here. If you do this then set the env variable EMBEDDINGS_URL to match. If you use the Deploy to DigitalOcean button below then this will be deployed for you as the memory component.
A DigitalOcean account if you want to deploy directly to DigitalOceans App Platform. If you don't already have one, you can sign up here.

Getting Started

Create a new Telegram bot with BotFather. Step-by-step guide here.
You will get a token from BotFather that looks like this: 4839574812:AAFD39kkdpWt3ywyRZergyOLMaJhac60qc. You will use this for the TELEGRAM_TOKEN env variable later.
Create a Pinecone account. This is used to store the embeddings data of the uploaded documents.
Get a Pinecone API key from the settings pages. You will use this for the PINECONE_API_KEY env variable. The index will be created automatically later so you don't need to do anything else.
Create a Digital Ocean Space (or other s3 like storage). This is used to store the documents uploaded in case they need to be reindexed later.
Click the button below to deploy directly as a Digital Ocean App. This is a simple step-by-step process that takes <5 minutes.
On the Environment Variables page of the Digital Ocean App creation process, replace the default values with the values you've generated.
The app should start automatically and connect to the Telegram API
Open a chat in Telegram with the bot you created, and try chatting to it!

Deploying the App

Click this button to deploy the app to the DigitalOcean App Platform. If you are not logged in, you will be prompted to log in with your DigitalOcean account.

When you get to the "Review" section of the deploy, make sure to set the plan to Basic as it will default to Pro. The chat component should run fine on a $5/mo sized instance, and the memory component will probably be fine at $5 also, but much faster at $10/mo.

Environment Variables

You'll need to add these to the DigitalOcean app env variables.

Key	Default	Description
OPEN_AI_MODEL	"gpt-3.5-turbo"	The AI model that the assistant will use to reply. GPT-3.5-Turbo will be good enough for most cases
OPEN_AI_KEY		Your OpenAI API Key
TELEGRAM_TOKEN		The token you get from BotFather
BEARER_TOKEN		Set this to a randomly generated string
STORAGE_NAME		The name of the s3 storage bucket eg. "doc-buddy"
STORAGE_URL		The url of the s3 bucket eg. https://sfo3.digitaloceanspaces.com/
STORAGE_KEY		The API key of the s3 bucket
STORAGE_SECRET		The Secret key of the s3 bucket
DATASTORE	pinecone
PINECONE_API_KEY		Your Pinecone API key
PINECONE_ENVIRONMENT		The envrinment of your Pinecone index eg. "northamerica-northeast1-gcp"
PINECONE_INDEX		The name of your Pinecone index eg. "doc-buddy-memory"

Usage - uploading documentation

Simply upload a doc to the Telegram chat and doc buddy will learn the contents of that document.

Customizing the assistant

You can edit the prompt that is given to the assistant in the prompt.md file.

Sponsor

Sponsored by Ellie - Your AI Email assistant. Ellie learns from your writing style and crafts replies as if they were written by you!

mtbhuskies/doc-buddy