Upload folder using huggingface_hub

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+assets/cover.png filter=lfs diff=lfs merge=lfs -text

.gitignore

@@ -0,0 +1,129 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/

CODE_OF_CONDUCT.md

@@ -0,0 +1,128 @@
+# Contributor Covenant Code of Conduct
+
+## Our Pledge
+
+We as members, contributors, and leaders pledge to make participation in our
+community a harassment-free experience for everyone, regardless of age, body
+size, visible or invisible disability, ethnicity, sex characteristics, gender
+identity and expression, level of experience, education, socio-economic status,
+nationality, personal appearance, race, religion, or sexual identity
+and orientation.
+
+We pledge to act and interact in ways that contribute to an open, welcoming,
+diverse, inclusive, and healthy community.
+
+## Our Standards
+
+Examples of behavior that contributes to a positive environment for our
+community include:
+
+* Demonstrating empathy and kindness toward other people
+* Being respectful of differing opinions, viewpoints, and experiences
+* Giving and gracefully accepting constructive feedback
+* Accepting responsibility and apologizing to those affected by our mistakes,
+  and learning from the experience
+* Focusing on what is best not just for us as individuals, but for the
+  overall community
+
+Examples of unacceptable behavior include:
+
+* The use of sexualized language or imagery, and sexual attention or
+  advances of any kind
+* Trolling, insulting or derogatory comments, and personal or political attacks
+* Public or private harassment
+* Publishing others' private information, such as a physical or email
+  address, without their explicit permission
+* Other conduct which could reasonably be considered inappropriate in a
+  professional setting
+
+## Enforcement Responsibilities
+
+Community leaders are responsible for clarifying and enforcing our standards of
+acceptable behavior and will take appropriate and fair corrective action in
+response to any behavior that they deem inappropriate, threatening, offensive,
+or harmful.
+
+Community leaders have the right and responsibility to remove, edit, or reject
+comments, commits, code, wiki edits, issues, and other contributions that are
+not aligned to this Code of Conduct, and will communicate reasons for moderation
+decisions when appropriate.
+
+## Scope
+
+This Code of Conduct applies within all community spaces, and also applies when
+an individual is officially representing the community in public spaces.
+Examples of representing our community include using an official e-mail address,
+posting via an official social media account, or acting as an appointed
+representative at an online or offline event.
+
+## Enforcement
+
+Instances of abusive, harassing, or otherwise unacceptable behavior may be
+reported to the community leaders responsible for enforcement at
+.
+All complaints will be reviewed and investigated promptly and fairly.
+
+All community leaders are obligated to respect the privacy and security of the
+reporter of any incident.
+
+## Enforcement Guidelines
+
+Community leaders will follow these Community Impact Guidelines in determining
+the consequences for any action they deem in violation of this Code of Conduct:
+
+### 1. Correction
+
+**Community Impact**: Use of inappropriate language or other behavior deemed
+unprofessional or unwelcome in the community.
+
+**Consequence**: A private, written warning from community leaders, providing
+clarity around the nature of the violation and an explanation of why the
+behavior was inappropriate. A public apology may be requested.
+
+### 2. Warning
+
+**Community Impact**: A violation through a single incident or series
+of actions.
+
+**Consequence**: A warning with consequences for continued behavior. No
+interaction with the people involved, including unsolicited interaction with
+those enforcing the Code of Conduct, for a specified period of time. This
+includes avoiding interactions in community spaces as well as external channels
+like social media. Violating these terms may lead to a temporary or
+permanent ban.
+
+### 3. Temporary Ban
+
+**Community Impact**: A serious violation of community standards, including
+sustained inappropriate behavior.
+
+**Consequence**: A temporary ban from any sort of interaction or public
+communication with the community for a specified period of time. No public or
+private interaction with the people involved, including unsolicited interaction
+with those enforcing the Code of Conduct, is allowed during this period.
+Violating these terms may lead to a permanent ban.
+
+### 4. Permanent Ban
+
+**Community Impact**: Demonstrating a pattern of violation of community
+standards, including sustained inappropriate behavior,  harassment of an
+individual, or aggression toward or disparagement of classes of individuals.
+
+**Consequence**: A permanent ban from any sort of public interaction within
+the community.
+
+## Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage],
+version 2.0, available at
+https://www.contributor-covenant.org/version/2/0/code_of_conduct.html.
+
+Community Impact Guidelines were inspired by [Mozilla's code of conduct
+enforcement ladder](https://github.com/mozilla/diversity).
+
+[homepage]: https://www.contributor-covenant.org
+
+For answers to common questions about this code of conduct, see the FAQ at
+https://www.contributor-covenant.org/faq. Translations are available at
+https://www.contributor-covenant.org/translations.

LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2023 Jacek Lipiec
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

README.md

@@ -1,12 +1,12 @@
----
-title: Chatgpt4all Webui
-emoji: ⚡
-colorFrom: indigo
-colorTo: pink
-sdk: gradio
-sdk_version: 6.0.1
-app_file: app.py
-pinned: false
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# chatgpt4all-webui
+
+![Example of running application.](https://user-images.githubusercontent.com/1686874/230095540-ec5bd114-0a0f-4928-82c1-e0af97d57684.png)
+
+## How to run
+
+In client: `cd client && npm ci && npm run start`  
+In server: `cd server && ./prepare.sh && ./start.sh`
+
+## Acknowledgements
+
+Based on [ChatGPT4All](https://github.com/nomic-ai/gpt4all)

client/.gitignore

@@ -0,0 +1,23 @@
+# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
+
+# dependencies
+/node_modules
+/.pnp
+.pnp.js
+
+# testing
+/coverage
+
+# production
+/build
+
+# misc
+.DS_Store
+.env.local
+.env.development.local
+.env.test.local
+.env.production.local
+
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*

client/README.md

@@ -0,0 +1,46 @@
+# Getting Started with Create React App
+
+This project was bootstrapped with [Create React App](https://github.com/facebook/create-react-app).
+
+## Available Scripts
+
+In the project directory, you can run:
+
+### `npm start`
+
+Runs the app in the development mode.\
+Open [http://localhost:3000](http://localhost:3000) to view it in the browser.
+
+The page will reload if you make edits.\
+You will also see any lint errors in the console.
+
+### `npm test`
+
+Launches the test runner in the interactive watch mode.\
+See the section about [running tests](https://facebook.github.io/create-react-app/docs/running-tests) for more information.
+
+### `npm run build`
+
+Builds the app for production to the `build` folder.\
+It correctly bundles React in production mode and optimizes the build for the best performance.
+
+The build is minified and the filenames include the hashes.\
+Your app is ready to be deployed!
+
+See the section about [deployment](https://facebook.github.io/create-react-app/docs/deployment) for more information.
+
+### `npm run eject`
+
+**Note: this is a one-way operation. Once you `eject`, you can’t go back!**
+
+If you aren’t satisfied with the build tool and configuration choices, you can `eject` at any time. This command will remove the single build dependency from your project.
+
+Instead, it will copy all the configuration files and the transitive dependencies (webpack, Babel, ESLint, etc) right into your project so you have full control over them. All of the commands except `eject` will still work, but they will point to the copied scripts so you can tweak them. At this point you’re on your own.
+
+You don’t have to ever use `eject`. The curated feature set is suitable for small and middle deployments, and you shouldn’t feel obligated to use this feature. However we understand that this tool wouldn’t be useful if you couldn’t customize it when you are ready for it.
+
+## Learn More
+
+You can learn more in the [Create React App documentation](https://facebook.github.io/create-react-app/docs/getting-started).
+
+To learn React, check out the [React documentation](https://reactjs.org/).

client/package.json

@@ -0,0 +1,47 @@
+{
+  "name": "gp4all-client",
+  "version": "0.1.0",
+  "private": true,
+  "dependencies": {
+    "@fluentui/react-components": "^9.35.1",
+    "@testing-library/jest-dom": "^5.16.5",
+    "@testing-library/react": "^13.4.0",
+    "@testing-library/user-event": "^13.5.0",
+    "@types/jest": "^27.5.2",
+    "@types/node": "^16.18.23",
+    "@types/react": "^18.0.33",
+    "@types/react-dom": "^18.0.11",
+    "langchain": "^0.0.170",
+    "react": "^18.2.0",
+    "react-bootstrap": "^2.7.2",
+    "react-dom": "^18.2.0",
+    "react-scripts": "5.0.1",
+    "typescript": "^4.9.5",
+    "uuid": "^9.0.1",
+    "web-vitals": "^2.1.4"
+  },
+  "scripts": {
+    "start": "react-scripts start",
+    "build": "react-scripts build",
+    "test": "react-scripts test",
+    "eject": "react-scripts eject"
+  },
+  "eslintConfig": {
+    "extends": [
+      "react-app",
+      "react-app/jest"
+    ]
+  },
+  "browserslist": {
+    "production": [
+      ">0.2%",
+      "not dead",
+      "not op_mini all"
+    ],
+    "development": [
+      "last 1 chrome version",
+      "last 1 firefox version",
+      "last 1 safari version"
+    ]
+  }
+}

client/public/index.html

@@ -0,0 +1,43 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="utf-8" />
+    <link rel="icon" href="%PUBLIC_URL%/favicon.ico" />
+    <meta name="viewport" content="width=device-width, initial-scale=1" />
+    <meta name="theme-color" content="#000000" />
+    <meta
+      name="description"
+      content="Web site created using create-react-app"
+    />
+    <link rel="apple-touch-icon" href="%PUBLIC_URL%/logo192.png" />
+    <!--
+      manifest.json provides metadata used when your web app is installed on a
+      user's mobile device or desktop. See https://developers.google.com/web/fundamentals/web-app-manifest/
+    -->
+    <link rel="manifest" href="%PUBLIC_URL%/manifest.json" />
+    <!--
+      Notice the use of %PUBLIC_URL% in the tags above.
+      It will be replaced with the URL of the `public` folder during the build.
+      Only files inside the `public` folder can be referenced from the HTML.
+
+      Unlike "/favicon.ico" or "favicon.ico", "%PUBLIC_URL%/favicon.ico" will
+      work correctly both with client-side routing and a non-root public URL.
+      Learn how to configure a non-root public URL by running `npm run build`.
+    -->
+    <title>React App</title>
+  </head>
+  <body>
+    <noscript>You need to enable JavaScript to run this app.</noscript>
+    <div id="root"></div>
+    <!--
+      This HTML file is a template.
+      If you open it directly in the browser, you will see an empty page.
+
+      You can add webfonts, meta tags, or analytics to this file.
+      The build step will place the bundled scripts into the <body> tag.
+
+      To begin the development, run `npm start` or `yarn start`.
+      To create a production bundle, use `npm run build` or `yarn build`.
+    -->
+  </body>
+</html>

client/public/manifest.json

@@ -0,0 +1,25 @@
+{
+  "short_name": "React App",
+  "name": "Create React App Sample",
+  "icons": [
+    {
+      "src": "favicon.ico",
+      "sizes": "64x64 32x32 24x24 16x16",
+      "type": "image/x-icon"
+    },
+    {
+      "src": "logo192.png",
+      "type": "image/png",
+      "sizes": "192x192"
+    },
+    {
+      "src": "logo512.png",
+      "type": "image/png",
+      "sizes": "512x512"
+    }
+  ],
+  "start_url": ".",
+  "display": "standalone",
+  "theme_color": "#000000",
+  "background_color": "#ffffff"
+}

client/public/robots.txt

@@ -0,0 +1,3 @@
+# https://www.robotstxt.org/robotstxt.html
+User-agent: *
+Disallow:

client/src/App.css

@@ -0,0 +1,53 @@
+.App {
+  text-align: center;
+}
+
+.App-logo {
+  height: 40vmin;
+  pointer-events: none;
+}
+.sub {
+  color: #282c34;
+  font-style: italic;
+}
+
+.cap {
+  font-weight: bold;
+  text-transform: uppercase;
+}
+
+@media (prefers-reduced-motion: no-preference) {
+  .App-logo {
+    animation: App-logo-spin infinite 20s linear;
+  }
+}
+
+.App-header {
+  background-color: #282c34;
+  min-height: 100vh;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  font-size: calc(10px + 2vmin);
+  color: white;
+}
+
+.App-link {
+  color: #61dafb;
+}
+
+@keyframes App-logo-spin {
+  from {
+    transform: rotate(0deg);
+  }
+
+  to {
+    transform: rotate(360deg);
+  }
+}
+
+.css-fix {
+  white-space: pre-wrap;
+  /* or pre-line */
+}

client/src/App.test.tsx

@@ -0,0 +1,9 @@
+import React from 'react';
+import { render, screen } from '@testing-library/react';
+import App from './App';
+
+test('renders learn react link', () => {
+  render(<App />);
+  const linkElement = screen.getByText(/learn react/i);
+  expect(linkElement).toBeInTheDocument();
+});

client/src/App.tsx

@@ -0,0 +1,211 @@
+import React, { useState, useRef, useEffect } from 'react';
+import './App.css';
+import { Ollama } from "langchain/llms/ollama";
+import { v4 as uuidv4 } from 'uuid';
+import { FluentProvider, teamsDarkTheme, Button  } from '@fluentui/react-components';
+import {
+  Body1,
+  Caption1,
+} from "@fluentui/react-components";
+import {
+  makeStyles,
+  shorthands,
+  Input,
+  Label,
+  useId,
+  Field,
+  RadioGroup,
+  Radio,
+  Spinner,
+  Avatar,
+  Toaster,
+  useToastController,
+  Toast,
+  ToastBody, ToastTitle,
+  ToastIntent, Card, CardHeader, CardPreview
+} from "@fluentui/react-components";
+
+const createUniqueId = (): string => {
+  return uuidv4()
+}
+
+interface RequestResponse {date: Date, query: string, response: string[]}
+
+function App() {
+  const toasterId = useId("toaster");
+  const { dispatchToast } = useToastController(toasterId);
+  const error = (data: string) => dispatchToast(
+    <Toast>
+      <ToastTitle>Error</ToastTitle>
+      <ToastBody subtitle="Subtitle">{data}</ToastBody>
+    </Toast>,
+    { intent: "error" }
+  );
+
+
+  const ollamaClient = OllamaClient()
+  const {sendMessage, clearHistory, chatHistory, deleteId} = OllamaApi(ollamaClient)
+
+  function onSubmit(e: any) {
+    e.preventDefault();
+
+    const form = e.target;
+    // if (form.checkValidity() === false) {
+    //   return;
+    // }
+
+    if(sendMessage === undefined) error("!")
+
+    sendMessage?.(form.prompt.value as string)
+  }
+
+  function clear() {
+    clearHistory?.()
+  }
+
+  // @ts-ignore
+  const deleteRow = (id: string) =>  deleteId?.(id)
+
+  const history = () => {
+    return Object.keys(chatHistory ?? {})
+    .map(key => ({key, value: chatHistory?.[key]}))
+    .sort((a: {key: string, value: RequestResponse | undefined}, b: {key: string, value: RequestResponse | undefined}) => (b.value?.date.getTime() ?? 0) - (a.value?.date.getTime() ?? 0))
+    .map(({key, value}: {key: string, value: RequestResponse | undefined}) => {
+      return  (<>
+      <Card key={key} style={{padding: "1rem", background:"var(--colorNeutralBackground2)"}}>
+      <CardHeader style={{padding: "1rem", background:"var(--colorNeutralBackground3)"}}
+        header={<>
+          <div style={{display: "flex", justifyContent: "space-between", width:"100%"}}><span>{value?.query}</span><Button onClick={() => deleteRow(key)}>Delete</Button></div>
+          </>}
+        description={<Caption1>{key}</Caption1>}
+      />
+      <CardPreview  style={{padding: "1rem"}} >
+        <div style={{whiteSpace: "pre-line"}}>{value?.response.join("")}</div>
+      </CardPreview>
+      </Card>
+      </>
+    )
+    })
+  }
+
+  const ModelPicker = () => <div>Model picker</div>
+  const Prompt = () =>{
+    return (
+    <div>
+      <form onSubmit={onSubmit}>
+    <Label htmlFor="prompt">
+        Sample input
+      </Label>
+      <Input id="prompt" />
+      <Button type="submit">Send</Button>
+      </form>
+  </div>
+  )
+  }
+
+  return (
+    <FluentProvider style={{width: "100%", height: "100%"}} theme={teamsDarkTheme}>
+    <div style={{padding: "1rem", width: "100%", maxHeight:"100%", height: "100%", overflow: "hidden", background: "var(--colorNeutralBackground1)", display:"grid", gridTemplateRows: "3rem minmax(0, 1fr) 1rem"}}>
+      <div><ModelPicker/></div>
+      <div style={{overflowY: "scroll"}}>{history()}</div>
+      <div><Prompt/></div>
+  </div>
+  
+  <Toaster toasterId={toasterId} />
+  </FluentProvider>
+  );
+}
+
+export default App;
+
+const OllamaClient = () => {
+  // setup client
+  // TODO: Variable model
+  // TODO: Variable URL
+  const [state, setState] = useState<Ollama | undefined>(undefined);
+  useEffect(() => {
+    setState(new Ollama({
+      baseUrl: "http://localhost:11434",
+      model: "mistral-openorca"
+    }))
+  }, []);
+
+  return state
+}
+
+const OllamaApi = (client: Ollama | undefined) => {
+  const [chatHistory, setChatHistory] = useState<{[key: string]: RequestResponse}>({});
+  
+  if(!client) return {}
+
+  const clearHistory = () => setChatHistory({})
+  const appendChunk = (chunk: string, id: string) => {
+    setChatHistory(previous => {
+      if(!previous[id]) return previous
+      const previousForId = {...previous[id]}
+      if(previousForId === undefined) throw new Error("State should never be empty when applying chunks")
+      previousForId.response = [...previousForId.response, chunk] 
+
+      const newState = {...previous}
+      newState[id] = previousForId
+      return newState
+    })
+  }
+  const createRequestState = (query: string) => {
+    const request: RequestResponse = {
+      date: new Date(),
+      query,
+      response: [] as string[]
+    }
+
+    const id = createUniqueId()
+
+    setChatHistory(previous => {
+      const p = {...previous}
+      p[id] = request
+      return p
+    })
+
+    return id
+  }
+
+  const sendMessage = (prompt: string) => {
+    const id = createRequestState(prompt)
+    client.stream(prompt).then(rb => {
+      const reader = rb.getReader()
+      return new ReadableStream({
+        start(controller) {
+          // The following function handles each data chunk
+          function push() {
+            // "done" is a Boolean and value a "Uint8Array"
+            reader.read().then(({ done, value }) => {
+              // If there is no more data to read
+              if (done) {
+                console.log("done", done);
+                // controller.close();
+                return;
+              }
+              // Get the data and send it to the browser via the controller
+              controller.enqueue(value);
+              // Check chunks by logging to the console
+              appendChunk(value, id)
+              // console.log(done, value);
+              push();
+            });
+          }
+  
+          push();
+        },
+      });
+    })
+  }
+
+  const deleteId = (id: string) => setChatHistory(chatHistory => {
+    const newChatHistroy = {...chatHistory}
+    delete newChatHistroy[id]
+
+    return newChatHistroy
+  }) 
+  
+  return {sendMessage, clearHistory, chatHistory, deleteId}
+}

client/src/index.css

@@ -0,0 +1,18 @@
+body {
+  margin: 0;
+  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen',
+    'Ubuntu', 'Cantarell', 'Fira Sans', 'Droid Sans', 'Helvetica Neue',
+    sans-serif;
+  -webkit-font-smoothing: antialiased;
+  -moz-osx-font-smoothing: grayscale;
+}
+
+code {
+  font-family: source-code-pro, Menlo, Monaco, Consolas, 'Courier New',
+    monospace;
+}
+
+body, #root, html {
+  width: 100%;
+  height: 100%;
+}

client/src/index.tsx

@@ -0,0 +1,20 @@
+import React from 'react';
+import ReactDOM from 'react-dom/client';
+import './index.css';
+import App from './App';
+import reportWebVitals from './reportWebVitals';
+import 'bootstrap/dist/css/bootstrap.min.css';
+
+const root = ReactDOM.createRoot(
+  document.getElementById('root') as HTMLElement
+);
+root.render(
+  <React.StrictMode>
+    <App />
+  </React.StrictMode>
+);
+
+// If you want to start measuring performance in your app, pass a function
+// to log results (for example: reportWebVitals(console.log))
+// or send to an analytics endpoint. Learn more: https://bit.ly/CRA-vitals
+reportWebVitals();

client/src/react-app-env.d.ts

@@ -0,0 +1 @@
+/// <reference types="react-scripts" />

client/src/reportWebVitals.ts

@@ -0,0 +1,15 @@
+import { ReportHandler } from 'web-vitals';
+
+const reportWebVitals = (onPerfEntry?: ReportHandler) => {
+  if (onPerfEntry && onPerfEntry instanceof Function) {
+    import('web-vitals').then(({ getCLS, getFID, getFCP, getLCP, getTTFB }) => {
+      getCLS(onPerfEntry);
+      getFID(onPerfEntry);
+      getFCP(onPerfEntry);
+      getLCP(onPerfEntry);
+      getTTFB(onPerfEntry);
+    });
+  }
+};
+
+export default reportWebVitals;

client/src/setupTests.ts

@@ -0,0 +1,5 @@
+// jest-dom adds custom jest matchers for asserting on DOM nodes.
+// allows you to do things like:
+// expect(element).toHaveTextContent(/react/i)
+// learn more: https://github.com/testing-library/jest-dom
+import '@testing-library/jest-dom';

client/tsconfig.json

@@ -0,0 +1,26 @@
+{
+  "compilerOptions": {
+    "target": "es5",
+    "lib": [
+      "dom",
+      "dom.iterable",
+      "esnext"
+    ],
+    "allowJs": true,
+    "skipLibCheck": true,
+    "esModuleInterop": true,
+    "allowSyntheticDefaultImports": true,
+    "strict": true,
+    "forceConsistentCasingInFileNames": true,
+    "noFallthroughCasesInSwitch": true,
+    "module": "esnext",
+    "moduleResolution": "node",
+    "resolveJsonModule": true,
+    "isolatedModules": true,
+    "noEmit": true,
+    "jsx": "react-jsx"
+  },
+  "include": [
+    "src"
+  ]
+}

server/.gitignore

@@ -0,0 +1,169 @@
+*.jsonl
+*tar.gz
+ckpts**
+wandb
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+
+
+# vs code
+.vscode
+*.bin

server/prepare.sh

@@ -0,0 +1,5 @@
+#!/usr/bin/env bash
+
+python3 -m venv env
+. ./env/bin/activate
+pip3 install -r requirements.txt

server/prompt_parser.py

@@ -0,0 +1,55 @@
+import sys
+from tqdm import tqdm
+from pathlib import Path
+from loguru import logger
+import platform
+from nomic.gpt4all import GPT4All
+try:
+    import torch
+except ImportError:
+    torch = None
+    pass
+
+class GPT4AllWeb(GPT4All):
+    def prompt_callback(self, prompt, callback, write_to_stdout = False):
+        """
+        Write a prompt to the bot and return the response.
+        """
+        bot = self.bot
+        continuous_session = self.bot is not None
+        if not continuous_session:
+            logger.warning("Running one-off session. For continuous sessions, use a context manager: `with GPT4All() as bot: bot.prompt('a'), etc.`")
+            self.open()
+        bot.stdin.write(prompt.encode('utf-8'))
+        bot.stdin.write(b"\n")
+        bot.stdin.flush()
+        return_value = self._parse_to_prompt_callback(callback, write_to_stdout)
+        if not continuous_session:
+            self.close()
+        return return_value
+
+    def __print(c):
+        sys.stdout.write(c)
+        sys.stdout.flush()
+
+    def _parse_to_prompt_callback(self, callback, write_to_stdout = True):
+        bot_says = ['']
+        point = b''
+        bot = self.bot
+        while True:
+            point += bot.stdout.read(1)
+            try:
+                character = point.decode("utf-8")
+                if character == "\f": # We've replaced the delimiter character with this.
+                    return "\n".join(bot_says)
+                if character == "\n":
+                    bot_says.append('')
+                    callback('\n')
+                else:
+                    bot_says[-1] += character
+                    callback(character)
+                point = b''
+
+            except UnicodeDecodeError:
+                if len(point) > 4:
+                    point = b''

server/requirements.txt

@@ -0,0 +1,4 @@
+nomic
+websockets
+loguru
+nest_asyncio

server/server.py

@@ -0,0 +1,42 @@
+import asyncio
+import sys
+from websockets.server import serve
+import json
+from prompt_parser import GPT4AllWeb
+import nest_asyncio
+import uuid
+
+nest_asyncio.apply()
+    
+host="localhost"
+port=8765
+
+event_loop = asyncio.get_event_loop()
+message_loop = asyncio.new_event_loop()
+
+async def main():
+    print("Starting server: " +host + ":" +str(port))
+    bot = GPT4AllWeb(model="gpt4all-lora-unfiltered-quantized")
+    bot.open()
+    async def echo(websocket):
+        async for message in websocket:
+            print("Received message " + str(message))
+            m=json.loads(message)
+            if (m["type"] == 'prompt'):
+                correlation_id=f'{uuid.uuid4()}'
+                async def send_coroutine(prompt, payload, type, correlation_id):
+                    sys.stdout.write(payload)
+                    sys.stdout.flush()
+                    response = {"type": type, "payload": payload, "correlationId": correlation_id, "prompt": prompt}
+                    await websocket.send(json.dumps(response))
+                callback = lambda x:message_loop.run_until_complete(send_coroutine(m["prompt"], x, 'response', correlation_id))
+                bot.prompt_callback(m["prompt"], callback = callback)
+    print("Bot opened")
+    async with serve(echo, host, port):
+        try:
+            await event_loop.create_future()  # run forever
+        finally:
+            print('closing event loop')
+            event_loop.close()
+
+asyncio.run(main())

server/start.sh

@@ -0,0 +1,3 @@
+#!/usr/bin/env bash
+
+python3 server.py