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hangj11 / jobot

The AI That Does Everything

Home Page:https://jobot.jovian.com

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Jobot - The AI That Does Everything*

This repository contains the source code for Jobot, a general purpose, programmable & extensible AI being developed by Jovian, using state of the art machine learning models and APIs. Follow the development of Jobot here: https://howtobuildanai.com

Abilities

Jobot has (or will soon have) the following abilities:

  • ✅ Intelligence (powered by GPT-3.5/4)
  • ✅ Skills (preconfigured prompts)
  • ⬜️ Memory
    • ✅ Conversations (database)
    • ⬜️ Knowledge Base (embeddings)
  • ⬜️ Hearing (powered by Whisper)
  • ⬜️ Speech (powered by Neural2)
  • ⬜️ Creativitiy (powered by DALL-E 2)
  • ⬜️ Vision (powered by GPT-4)

Users will also be able to create and publish their own skills (see examples) for various use cases.

Interfaces

Jobot is (or will be) accessible to users in the following ways:

  • ✅ Web Application
  • ✅ REST API
  • ⬜️ Discord Bot
  • ⬜️ Slack Bot
  • ⬜️ WhatsApp Bot
  • ⬜️ iOS & Android App
  • ⬜️ VS Code Extension
  • ⬜️ Voice Assistant
  • ⬜️ and much more...

Developers will also be able to build their own applications using Jobot's REST API. Starter templates will be provided for building various types of applications using Jobot.

Tech Stack

Jobot uses the following technology stack:

This is not an exhaustive list, please check the source code for a full list of dependencies.

Contributing

Jobot is completely open-source and we welcome all forms of contributions from the community. Here's how you can contribute to Jobot:

API Access

Aside from the web app, you can access Jobot via the following API endpoints to build your own AI-powered applications:

Send OTP to Email

Use this endpoint generate a per-user API key. It sends an OTP to a user's email for generating an API key.

API endpoint: https://jobot.jovian.com/api/auth/send-otp

Method: POST

Request Body (JSON):

{
    "email": string
}

Response:

{
    "message": "Verification code sent"
}

Verify OTP & Generate API Key

Use this endpoint to verify the OTP entered by the user and generate an API key that you can use for future requests.

API endpoint: https://jobot.jovian.com/api/auth/verify-otp

Method: POST

Request Body (JSON):

{
    "email": string,
    "code": string
}

Response:

{
  "apiKey": {
    "key": "2211cf69-36bc-4c6d-9081-ae06a03fd235",
    "user_id": "1234",
    "name": "API Key - Thu Sep 30 2021 11:51:50 GMT-0700 (Pacific Daylight Time)",
  }
}

Use the key in the Authorization header for endpoints requiring user authentication.

Chat Completions

Use this to send messages to the ChatGPT API and get back a response. Include an authorization header with a valid Jobot API key. It's identical to OpenAI's chat completions API.

Request:

POST https://jobot.jovian.com/api/chat
Content-Type: application/json
Authorization: Bearer API_KEY

{
  "model": "gpt-3.5-turbo",
  "messages": [
    {
      "role": "user",
      "content": "Hi there!"
    }
  ],
  "stream": false
}

If stream is true, the response will be streamed token by token.

Response:

HTTP/1.1 200 OK
Content-Type: application/json
Access-Control-Allow-Origin: *
Access-Control-Allow-Methods: OPTIONS,GET,POST
Access-Control-Allow-Headers: x-requested-with,content-type

{
  "id": "cmpl-2yV4sKhw1JDD9Nf28XNuKlEJ",
  "object": "text_completion",
  "created": 1644693056,
  "model": "text-davinci-002",
  "choices": [
    {
      "text": "Hello! How can I assist you today?",
      "index": 0,
      "logprobs": null,
      "finish_reason": "stopped"
    }
  ]
}

List Conversations

This endpoint gets all the conversations for a particular user using their API key.

Method: GET

ENDPOINT: https://jobot.jovian.com/api/conversations

Headers: "Authorization" : "Bearer USER_API_KEY"

Response:

{
  "data": [
    {
      "id": "03df7fd8-bbb6-4443-8bc8-a3c40fb88356",
      "title": "Conversation Title",
      "created_at": "2022-02-13T06:20:03.978988Z",
      "user_id": "2c337d5f-3fa3-4fc0-a1d1-2934d35757df",
      "messages": [
        {
          "id": "2c0ad242-d122-4a10-b247-2bacfc11a591",
          "conversation_id": "03df7fd8-bbb6-4443-8bc8-a3c40fb88356",
          "created_at": "2022-02-13T06:20:03.986683Z",
          "role": "user",
          "content": "Hello World"
        },
        {
          "id": "7f9afb1d-f388-44db-8d99-82016c9b114d",
          "conversation_id": "03df7fd8-bbb6-4443-8bc8-a3c40fb88356",
          "created_at": "2022-02-13T06:20:04.572231Z",
          "role": "assistant",
          "content": "Hola"
        }
      ]
    }
    // more conversations
  ]
}

Create Conversation

This endpoint creates a new conversation for a particular user. The request body contains an array of messages and a title.

Endpoint: https://jobot.jovian.com/api/conversations

Method: POST

Headers:

  • "Authorization" : "Bearer USER_API_KEY"
  • "Content-Type" : "application/json"

Sample Request:

{
  "messages": [
    {
      "role": "system",
      "content": "You are Jobot, a helpful assistant developed by Jovian"
    },
    {
      "role": "user",
      "content": "Hello, who are you?"
    }
  ],
  "title": "Sample Conversation Title"
}

Sample Response:

{
  "data": {
    "created_at": "2023-05-03T11:07:04.447375+00:00",
    "user_id": "b3079791-9e64-4344-9049-f8de47a0f0e7",
    "title": "What is FreeCodeCamp?",
    "id": "db245948-4010-4104-afba-bbe5f3514a73",
    "messages": [
      {
        "id": "c0318588-0e60-45c8-9996-acfdbf359dc1",
        "created_at": "2023-05-03T11:07:04.519493+00:00",
        "role": "system",
        "content": "You are Jobot, a helpful and verstaile AI created by Jovian using state-of the art ML models and APIs."
      },
      {
        "id": "ab33a56c-4672-46ae-85cf-c22bc337a26f",
        "created_at": "2023-05-03T11:07:04.519493+00:00",
        "role": "user",
        "content": "What is FreeCodeCamp?"
      },
      {
        "id": "c806fa20-3964-40b9-b422-0852b6a2a3c1",
        "created_at": "2023-05-03T11:07:04.519493+00:00",
        "role": "assistant",
        "content": "FreeCodeCamp is a non-profit organization that offers free coding courses to anyone interested in learning web development."
      }
    ]
  }
}

Retrieve Conversation Messages

Endpoint: https://jobot.jovian.com/api/conversations/:conversation

Method: GET

Headers:

  • "Authorization" : "Bearer USER_API_KEY"

Sample Response:

{
  "data": {
    "created_at": "2023-05-03T11:07:04.447375+00:00",
    "user_id": "b3079791-9e64-4344-9049-f8de47a0f0e7",
    "title": "What is FreeCodeCamp?",
    "id": "db245948-4010-4104-afba-bbe5f3514a73",
    "messages": [
      {
        "id": "c0318588-0e60-45c8-9996-acfdbf359dc1",
        "created_at": "2023-05-03T11:07:04.519493+00:00",
        "role": "system",
        "content": "You are Jobot, a helpful and verstaile AI created by Jovian using state-of the art ML models and APIs."
      },
      {
        "id": "ab33a56c-4672-46ae-85cf-c22bc337a26f",
        "created_at": "2023-05-03T11:07:04.519493+00:00",
        "role": "user",
        "content": "What is FreeCodeCamp?"
      },
      {
        "id": "c806fa20-3964-40b9-b422-0852b6a2a3c1",
        "created_at": "2023-05-03T11:07:04.519493+00:00",
        "role": "assistant",
        "content": "FreeCodeCamp is a non-profit organization that offers free coding courses to anyone interested in learning web development."
      }
    ]
  }
}

Update Conversation

Use this to add new messages to an existing conversation.

Endpoint: https://jobot.jovian.com/api/conversations/:conversation

Method: GET

Headers:

  • "Authorization" : "Bearer USER_API_KEY"
  • "Content-Type" : "application/json"

Sample Request:

POST /api/conversations/1
Authorization: Bearer eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9...
Content-Type: application/json

{
    "messages": [
        {
            "role": "user",
            "content": "Hello again!"
        }
    ]
}

Sample Response:

{
  "data": {
    "created_at": "2023-05-03T11:07:04.447375+00:00",
    "user_id": "b3079791-9e64-4344-9049-f8de47a0f0e7",
    "title": "What is FreeCodeCamp?",
    "id": "db245948-4010-4104-afba-bbe5f3514a73",
    "messages": [
      {
        "id": "c0318588-0e60-45c8-9996-acfdbf359dc1",
        "created_at": "2023-05-03T11:07:04.519493+00:00",
        "role": "system",
        "content": "You are Jobot, a helpful and verstaile AI created by Jovian using state-of the art ML models and APIs."
      },
      {
        "id": "ab33a56c-4672-46ae-85cf-c22bc337a26f",
        "created_at": "2023-05-03T11:07:04.519493+00:00",
        "role": "user",
        "content": "What is FreeCodeCamp?"
      },
      {
        "id": "c806fa20-3964-40b9-b422-0852b6a2a3c1",
        "created_at": "2023-05-03T11:07:04.519493+00:00",
        "role": "assistant",
        "content": "FreeCodeCamp is a non-profit organization that offers free coding courses to anyone interested in learning web development."
      }
    ]
  }
}

Retrieve Skills

GET https://jobot.jovian.com/api/skills (unauthenticated): Provides a list of all available skills as JSON

Retrieve a User's Skills

GET https://jobot.jovian.com/api/:username/skills (uauthneticated): Provides a list of skills provided by a user as JSON

Retrieve a Single Skill

GET https://jobot.jovian.com/api/:username/:skill (authenticated): Use it to get the details for a specific skill

Start Conversation for a Skill

Use it to send input data and messages to a specific skill

POST https://jobot.jovian.com/api/:username/:skill (authenticated)

Authentication Headers: Create an API key at https://jobot.jovian.com/account and include it as an "Authorization" header with value "Bearer API_KEY"

Request Body: (similar to OpenAI chat completions but can include an inputData key for initial inputs that are used to create system and user prompt)

{
  "inputData": {
    "topic": "NextJS",
    "difficulty": "Medium"
  },
  "messages": [
    {
      "role": "assistant",
      "content": "What is the purpose of the `_app.js` file in a Next.js project?\n\na) It is used for server-side rendering of the entire application\nb) It is used to customize the `App` component used by Next.js\nc) It is used to configure the routing of the Next.js application\nd) It is used to define the endpoints of the application's API\n\nPlease answer with the corresponding letter of the correct option."
    },
    {
      "role": "user",
      "content": "D. Who are you?"
    }
  ]
}

Response Body (similar to OpenAI chat completions):

{
  "id": "chatcmpl-79anDx2EENOfDIFmieHWkaJwR7Bwu",
  "object": "chat.completion",
  "created": 1682520739,
  "model": "gpt-3.5-turbo-0301",
  "usage": {
    "prompt_tokens": 327,
    "completion_tokens": 33,
    "total_tokens": 360
  },
  "choices": [
    {
      "message": {
        "role": "assistant",
        "content": "I am Jobot, an AI assistant created by Jovian. My purpose is to help users test their understanding of a topic by asking them multiple choice questions."
      },
      "finish_reason": "stop",
      "index": 0
    }
  ]
}

Apart from the web app, you can interact with Jobot via a REST API. The following endpoints are supported:

Deployment

Follow these steps to deploy your own copy of Jobot the Vercel:

  1. Fork this repostory to get your own copy of the source code

  2. Sign up on https://platform.openai.com and generate an Open API Key

  3. Sign up on Supabase and set up a new project

    Confirm Signup:

<h2>Confirm your signup</h2>

<p>Enter this code to sign up:</p>
<p>{{ .Token }}</p>

Magic Link:

<h2>Verification Code</h2>

<p>Enter this verification code:</p>
<p>{{ .Token }}</p>
  1. Create tables on the Supabase Dashboard:

To create the required database setup, you can go to your supabase account, click left on 'SQL Editor' and click on 'New query'.

In the empty screen paste the contents of the file 'ddl/ddl.sql', and then click on 'RUN'. Now the tables will be created as well as all the row level policies.

The structure created looks like:

Alternatively, you can create each table manually yourself

image

image

profiles table:

Name Description Data Type Format
id No description uuid uuid
username No description character varying varchar
first_name No description character varying varchar
last_name No description character varying varchar
avatar_url No description character varying varchar

skills table:

Name Description Data Type Format
id No description bigint int8
created_at No description timestamp with time zone timestamptz
updated_at No description timestamp with time zone timestamptz
user_id References the users's ID from auth.users uuid uuid
slug No description character varying varchar
title No description character varying varchar
description No description character varying varchar
system_prompt No description character varying varchar
user_prompt No description character varying varchar
inputs No description jsonb jsonb

  1. Sign up on Vercel and deploy Jobot's NextJS application

  2. (Optional) Connect a custom domain (e.g. https://jobot.dev ) to your Vercel project.

Development

After you've deployed your own copy of Jobot, follow these additional steps to develop Jobot:

  1. Clone your repository to your computer or open it online using GitHub Codespaces

  2. Open the repository on VS Code, launch the terminal, and run these commands:

    cd jobot-web     # enter NextJS project
npm install      # install dependencies
npm run dev      # run development server

    You should now be able to open up the application in a new browser tab and interact with it.

  3. Create a file .env.local inside the jobot-web folder and add proper values for the following enviroment variables:

    NEXT_PUBLIC_SUPABASE_URL=xxx
NEXT_PUBLIC_SUPABASE_ANON_KEY=xxx
OPENAI_API_KEY=xxx

  4. Make any desired code changes and the development server should refresh the application automatically

  5. Stage, commit, and push your changes back to the GitHub repository when ready

  6. If you've set up a Vercel project, any changes made to the main branch of your repository will get pushed automatically

NOTE: If you'd like to contribute your changes back to the original repository https://github.com/jovianhq/jobot, please create a pull request from your fork. We welcome community contributions to Jobot!

Check out our course for a deatailed walkthrough of the codebase: https://howotobuildanai.com

Disclaimer

* Jobot can't do "everything" just yet, but it soon will. 😉

About

The AI That Does Everything

https://jobot.jovian.com

License:MIT License

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