From 8d0029dbfee65f1b1868b3ec00962ecbfcb66741 Mon Sep 17 00:00:00 2001
From: gurveervirk <gurveervirk.15517@gmail.com>
Date: Fri, 23 Aug 2024 12:13:46 +0530
Subject: [PATCH] initial commit

---
 .gitignore                                |     7 +
 README.md                                 |    33 +
 app/.gitignore                            |    29 +
 app/README.md                             |    70 +
 app/package-lock.json                     | 18742 ++++++++++++++++++++
 app/package.json                          |    46 +
 app/public/TiChat.png                     |   Bin 0 -> 1109101 bytes
 app/public/favicon.ico                    |   Bin 0 -> 3870 bytes
 app/public/index.html                     |    44 +
 app/public/logo192.png                    |   Bin 0 -> 5347 bytes
 app/public/logo512.png                    |   Bin 0 -> 9664 bytes
 app/public/manifest.json                  |    25 +
 app/public/robots.txt                     |     3 +
 app/src/App.css                           |    39 +
 app/src/App.js                            |    44 +
 app/src/App.test.js                       |     8 +
 app/src/components/ChatArea.js            |   257 +
 app/src/components/Code.js                |    33 +
 app/src/components/LeftPanel.js           |   144 +
 app/src/components/UseWindowDimensions.js |    21 +
 app/src/index.css                         |   129 +
 app/src/index.js                          |    19 +
 app/src/logo.svg                          |     1 +
 app/src/reportWebVitals.js                |    13 +
 app/src/setupTests.js                     |     5 +
 tichat/main.py                            |   307 +
 tichat/requirements.txt                   |    11 +
 tichat/web/.gitkeep                       |     0
 28 files changed, 20030 insertions(+)
 create mode 100644 .gitignore
 create mode 100644 README.md
 create mode 100644 app/.gitignore
 create mode 100644 app/README.md
 create mode 100644 app/package-lock.json
 create mode 100644 app/package.json
 create mode 100644 app/public/TiChat.png
 create mode 100644 app/public/favicon.ico
 create mode 100644 app/public/index.html
 create mode 100644 app/public/logo192.png
 create mode 100644 app/public/logo512.png
 create mode 100644 app/public/manifest.json
 create mode 100644 app/public/robots.txt
 create mode 100644 app/src/App.css
 create mode 100644 app/src/App.js
 create mode 100644 app/src/App.test.js
 create mode 100644 app/src/components/ChatArea.js
 create mode 100644 app/src/components/Code.js
 create mode 100644 app/src/components/LeftPanel.js
 create mode 100644 app/src/components/UseWindowDimensions.js
 create mode 100644 app/src/index.css
 create mode 100644 app/src/index.js
 create mode 100644 app/src/logo.svg
 create mode 100644 app/src/reportWebVitals.js
 create mode 100644 app/src/setupTests.js
 create mode 100644 tichat/main.py
 create mode 100644 tichat/requirements.txt
 create mode 100644 tichat/web/.gitkeep

diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..bec6690
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,7 @@
+tichat/dist
+tichat/cert
+tichat/web/build
+tichat/main.spec
+tichat/TiChatInstaller.exe
+tichat/settings.json
+tichat/installer_script.iss
\ No newline at end of file
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..cd80a43
--- /dev/null
+++ b/README.md
@@ -0,0 +1,33 @@
+# TiChat
+
+<div align="center">
+  <img height="400" width="400" alt="gurveervirk/ToK" src="https://github.com/gurveervirk/TiChat/blob/main/app/public/TiChat.png">
+</div>
+
+This project is a *Simple*, *high quality*, *ChatGPT-esque*, *extensible RAG application*, that makes use of AI models and indices to query documents and retrieve better-informed responses from the models. It allows you to upload your documents that can be used to answer any corresponding queries. It automatically stores your chats for future usage.
+
+## Prerequisites
+
+This app has a single dependency that needs to be installed separately:
+- [Ollama](https://ollama.com/download) for quick and easy model download, serving as well as automatic and smart device loading
+
+This app makes use of TiDB vector store. For quick setup, head over to [TiDB Cloud](https://tidbcloud.com/) and sign up for a free account.
+
+Get the connection string for your database (default: 'test'), after generating the password. Also, download the CA certificate to your system.
+
+## Getting Started
+
+1) Go to the Releases page, and download the latest TiChatInstaller.exe. 
+2) Run it and follow the steps to complete the installation.
+3) Go to the installation directory (default: "C:\Program Files (x86)\ToK"), and make the following changes to settings.json:
+    - *connectionString* to the connection string for your TiDB cloud account, with ssl_ca = full path to your installed CA cert
+
+**Done! You can now run the application.**
+
+## Usage
+
+Start the app from desktop or start menu after completing the above tasks.
+
+The app allows the user to simply chat with the bot, if the checkbox is left unchecked, or use the index created with the uploaded documents for better-informed responses.
+
+Upload documents using the top right button.
diff --git a/app/.gitignore b/app/.gitignore
new file mode 100644
index 0000000..b51df86
--- /dev/null
+++ b/app/.gitignore
@@ -0,0 +1,29 @@
+# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
+
+# dependencies
+/node_modules
+/.pnp
+.pnp.js
+
+# testing
+/coverage
+
+# production
+/build
+/dist
+
+# misc
+.DS_Store
+.env.local
+.env.development.local
+.env.test.local
+.env.production.local
+
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+
+settings.json
+prev_msgs
+old_first_working_sessions
+storage
\ No newline at end of file
diff --git a/app/README.md b/app/README.md
new file mode 100644
index 0000000..58beeac
--- /dev/null
+++ b/app/README.md
@@ -0,0 +1,70 @@
+# 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 your browser.
+
+The page will reload when you make changes.\
+You may 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/).
+
+### Code Splitting
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/code-splitting](https://facebook.github.io/create-react-app/docs/code-splitting)
+
+### Analyzing the Bundle Size
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/analyzing-the-bundle-size](https://facebook.github.io/create-react-app/docs/analyzing-the-bundle-size)
+
+### Making a Progressive Web App
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/making-a-progressive-web-app](https://facebook.github.io/create-react-app/docs/making-a-progressive-web-app)
+
+### Advanced Configuration
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/advanced-configuration](https://facebook.github.io/create-react-app/docs/advanced-configuration)
+
+### Deployment
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/deployment](https://facebook.github.io/create-react-app/docs/deployment)
+
+### `npm run build` fails to minify
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify](https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify)
diff --git a/app/package-lock.json b/app/package-lock.json
new file mode 100644
index 0000000..1565979
--- /dev/null
+++ b/app/package-lock.json
@@ -0,0 +1,18742 @@
+{
+  "name": "tok",
+  "version": "0.1.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "tok",
+      "version": "0.1.0",
+      "dependencies": {
+        "@testing-library/jest-dom": "^5.17.0",
+        "@testing-library/react": "^13.4.0",
+        "@testing-library/user-event": "^13.5.0",
+        "autoprefixer": "^10.4.19",
+        "bootstrap": "^5.3.3",
+        "bootstrap-icons": "^1.11.3",
+        "markdown-to-jsx": "^7.4.7",
+        "postcss": "^8.4.38",
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+      }
+    },
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diff --git a/app/package.json b/app/package.json
new file mode 100644
index 0000000..97160e2
--- /dev/null
+++ b/app/package.json
@@ -0,0 +1,46 @@
+{
+  "name": "tichat",
+  "version": "0.1.0",
+  "private": true,
+  "main": "public/main.js",
+  "dependencies": {
+    "@testing-library/jest-dom": "^5.17.0",
+    "@testing-library/react": "^13.4.0",
+    "@testing-library/user-event": "^13.5.0",
+    "autoprefixer": "^10.4.19",
+    "bootstrap": "^5.3.3",
+    "bootstrap-icons": "^1.11.3",
+    "markdown-to-jsx": "^7.4.7",
+    "postcss": "^8.4.38",
+    "react": "^18.3.1",
+    "react-copy-to-clipboard": "^5.1.0",
+    "react-dom": "^18.3.1",
+    "react-scripts": "5.0.1",
+    "react-syntax-highlighter": "^15.5.0",
+    "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"
+    ]
+  }
+}
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diff --git a/app/public/index.html b/app/public/index.html
new file mode 100644
index 0000000..00ee675
--- /dev/null
+++ b/app/public/index.html
@@ -0,0 +1,44 @@
+<!DOCTYPE html>
+<html lang="en" >
+  <head>
+    <meta charset="utf-8" />
+    <link rel="icon" href="TiChat.png" />
+    <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>TiChat</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`.
+    -->
+  </script>
+  </body>
+</html>
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b{|{}U^kRn2wo}j7|0ATu<;8xA7zX}7|B6mN

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HcmV?d00001

diff --git a/app/public/manifest.json b/app/public/manifest.json
new file mode 100644
index 0000000..080d6c7
--- /dev/null
+++ b/app/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"
+}
diff --git a/app/public/robots.txt b/app/public/robots.txt
new file mode 100644
index 0000000..e9e57dc
--- /dev/null
+++ b/app/public/robots.txt
@@ -0,0 +1,3 @@
+# https://www.robotstxt.org/robotstxt.html
+User-agent: *
+Disallow:
diff --git a/app/src/App.css b/app/src/App.css
new file mode 100644
index 0000000..ee69a99
--- /dev/null
+++ b/app/src/App.css
@@ -0,0 +1,39 @@
+/* src/styles.css */
+.App {
+  text-align: center;
+}
+
+.App-logo {
+  height: 40vmin;
+  pointer-events: none;
+}
+
+@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);
+  }
+}
\ No newline at end of file
diff --git a/app/src/App.js b/app/src/App.js
new file mode 100644
index 0000000..160819a
--- /dev/null
+++ b/app/src/App.js
@@ -0,0 +1,44 @@
+import React, { useState } from 'react';
+import ChatArea from './components/ChatArea';
+import LeftPanel from './components/LeftPanel';
+import UseWindowDimensions from './components/UseWindowDimensions';
+
+function App() {
+  const isSmall = UseWindowDimensions();
+  const [isSidebarCollapsed, setIsSidebarCollapsed] = useState(false);
+  const [chatStarted, setChatStarted] = useState(false); // State to manage chat started state
+  const [messages, setMessages] = useState([]);
+
+  const toggleSidebarCollapse = () => {
+    setIsSidebarCollapsed(!isSidebarCollapsed);
+  };
+
+  return (
+    <div className="container-fluid vh-100">
+      <div className="row vh-100">
+        <div className="col-auto bg-light justify-content-center align-items-center">
+          <LeftPanel isSidebarCollapsed={isSidebarCollapsed} toggleSidebarCollapse={toggleSidebarCollapse} setMessages={setMessages} setChatStarted={setChatStarted}/>
+        </div>
+        <div className="col ps-0 d-flex justify-content-center align-items-center h-100">
+          <button
+              className="btn btn-primary-outline ms-1 w-5 h-25"
+              onClick={toggleSidebarCollapse}
+              type='button'
+              data-bs-toggle={isSmall ? "offcanvas" : ""}
+              data-bs-target={isSmall ? "#sidebar" : ""}
+            >
+            { isSmall ? <i className="bi bi-three-dots-vertical"></i> :
+            isSidebarCollapsed ? (
+              <i className="bi bi-chevron-compact-right"></i>
+            ) : (
+              <i className="bi bi-chevron-compact-left"></i>
+            )}
+          </button>
+          <ChatArea messages={messages} setMessages={setMessages} chatStarted={chatStarted} setChatStarted={setChatStarted}/>
+        </div>
+      </div>
+    </div>
+  );
+}
+
+export default App;
diff --git a/app/src/App.test.js b/app/src/App.test.js
new file mode 100644
index 0000000..1f03afe
--- /dev/null
+++ b/app/src/App.test.js
@@ -0,0 +1,8 @@
+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();
+});
diff --git a/app/src/components/ChatArea.js b/app/src/components/ChatArea.js
new file mode 100644
index 0000000..faad0d7
--- /dev/null
+++ b/app/src/components/ChatArea.js
@@ -0,0 +1,257 @@
+import React, { useState, useEffect, useRef } from 'react';
+import { Tooltip } from 'bootstrap';
+import Markdown from 'markdown-to-jsx';
+import Code from './Code';
+
+function ChatArea({messages, setMessages, chatStarted, setChatStarted}) {
+  const [greeting, setGreeting] = useState('');
+  const [inputText, setInputText] = useState('');
+  const [isSending, setIsSending] = useState(false); // State to manage sending state
+  const [useQueryEngine, setUseQueryEngine] = useState(false); // State to manage query engine checkbox
+  const [isUploading, setIsUploading] = useState(false);
+  const messagesEndRef = useRef(null);
+
+  useEffect(() => {
+    const tooltipTriggerList = document.querySelectorAll('[data-bs-toggle="tooltip"]');
+    const tooltipList = [...tooltipTriggerList].map(tooltipTriggerEl => new Tooltip(tooltipTriggerEl));
+    return () => {
+      tooltipList.map(t => t.dispose());
+    };
+  });
+
+  useEffect(() => {
+    // Get the current hour
+    const currentHour = new Date().getHours();
+    // Determine the appropriate greeting based on the time of day
+    let greetingMessage = '';
+    if (currentHour < 12) {
+      greetingMessage = 'Good morning!';
+    } else if (currentHour < 18) {
+      greetingMessage = 'Good afternoon!';
+    } else {
+      greetingMessage = 'Good evening!';
+    }
+    setGreeting(greetingMessage);
+  }, [messages]);
+
+  const handleInputChange = (e) => {
+    setInputText(e.target.value);
+  };
+
+  const handleSubmit = async (e) => {
+    e.preventDefault();
+    if (inputText.trim() === '') return;
+
+    setIsSending(true); // Start sending state
+    const newMessage = {
+        id: messages.length + 1,
+        sender: 'user',
+        text: inputText.trim(),
+    };
+
+    setMessages([...messages, newMessage]);
+
+    try {
+        const response = await fetch('http://127.0.0.1:5000/api/query', {
+            method: 'POST',
+            headers: {
+                'Content-Type': 'application/json',
+            },
+            body: JSON.stringify({ query: inputText.trim(), useQueryEngine: useQueryEngine }),
+        });
+
+        if (!response.ok) {
+            throw new Error('Failed to query the engine');
+        }
+
+        // Process streaming response
+        const reader = response.body.getReader();
+        const decoder = new TextDecoder();
+        let botMessage = '';
+
+        // Create a new bot message and add it to the messages array
+        const botMessageId = messages.length + 2;
+        setMessages((prevMessages) => [
+            ...prevMessages,
+            {
+                id: botMessageId,
+                sender: 'bot',
+                text: '', // Initialize with an empty message
+            },
+        ]);
+
+        while (true) {
+            const { value, done } = await reader.read();
+            if (done) break;
+
+            // Decode the chunk and append to botMessage
+            const chunk = decoder.decode(value, { stream: true });
+            botMessage += chunk;
+
+            // Update bot message progressively
+            setMessages((prevMessages) =>
+                prevMessages.map((msg) =>
+                    msg.id === botMessageId
+                        ? { ...msg, text: botMessage }
+                        : msg
+                )
+            );
+        }
+
+        // Once complete, update the state as required
+        setIsSending(false); // End sending state
+        setChatStarted(true); // Set chat started state
+
+    } catch (error) {
+        console.error('Error querying the engine:', error);
+        setIsSending(false); // End sending state on error
+    }
+
+    setInputText('');
+  };
+
+
+  // Prompts related to planning and creating
+  const prompts = [
+    "How can I plan a trip?",
+    "What are some ideas for a personal project?",
+    "Can you help me with time management tips?",
+    "How do I create a budget?",
+  ];
+
+  const handleUpload = async (e) => {
+    setIsUploading(true);
+    const files = e.target.files;
+    const formData = new FormData();
+    for (let i = 0; i < files.length; i++) {
+      formData.append('files', files[i]);
+    }
+
+    try {
+      const response = await fetch('http://127.0.0.1:5000/api/add_new_documents', {
+        method: 'POST',
+        body: formData,
+      });
+
+      if (!response.ok) {
+        throw new Error('Failed to upload documents');
+      }
+
+      console.log('Documents uploaded successfully');
+    } catch (error) {
+      console.error('Error uploading documents:', error);
+    }
+    finally {
+      setIsUploading(false);
+    }
+  };
+
+  return (
+    <div className="d-flex flex-column h-100 px-4 mx-auto" style={{ width: '50em', overflow: 'auto' }}>
+      <div className="tr-container">
+        <div>
+        <label htmlFor="file-upload" className="btn btn-outline-danger" data-bs-toggle="tooltip" title="Upload documents">
+          { isUploading ? <i className="bi bi-pause-fill"></i> : <i className="bi bi-upload"></i> }
+        </label>
+        <input
+          type="file"
+          id="file-upload"
+          className="visually-hidden"
+          multiple
+          onChange={handleUpload}
+          disabled={isUploading}
+        />
+        </div>
+      </div>
+      <div className="flex-grow-1 overflow-auto d-flex flex-column justify-content-center align-items-center h-100">
+      {messages.length === 0 ? (
+          <div className="text-center">
+            <p className="fs-2 fw-bold text-danger"><img className='img-fluid circular-image mb-2' src="TiChat.png" alt="Logo" /><br/>{greeting} How can I help you?</p>
+          </div>
+        ) : (
+          <div className="message-container">
+            {messages.map((message) => (
+              <div
+                key={message.id}
+                className={`message ${message.sender === 'user' ? 'user-message ms-auto me-3' : 'bot-message me-auto ms-3'} ${chatStarted && message.id === messages.length ? 'is-latest' : ''}`}
+              >
+                {message.sender === 'bot' ? (
+                  <Markdown options={{
+                    overrides: {
+                      code: {
+                        component: props => {
+                          const { className, children } = props;
+                          // Check if the className starts with "lang-"
+                          if (className && className.startsWith("lang-")) {
+                            // Render the Code component or any other component you desire
+                            return <Code {...props} className={props.className.replace(/lang/g, 'language')}>{children}</Code>;
+                          } else {
+                            // Render the default code element if the class name doesn't match
+                            return <code {...props}>{children}</code>;
+                          }
+                        }
+                      }
+                    }
+                  }}>
+                    {message.text}
+                  </Markdown>
+                ) : (
+                  <span>{message.text}</span>
+                )}
+              </div>
+            ))}
+          </div>
+        )}
+        <div ref={messagesEndRef} />
+      </div>
+      {messages.length === 0 && <div className="prompts d-flex flex-wrap justify-content-center">
+        {prompts.map((prompt, index) => (
+          <div className='slide-in-down mb-2 mx-1'>
+            <button className="btn btn-outline-danger w-100 px-2 text-left" onClick={() => {
+              setInputText(prompt);
+              handleSubmit(new Event('submit'));
+            }}>
+              {prompt}
+            </button>
+          </div>
+        ))}
+      </div>}
+      <form onSubmit={handleSubmit} className="pb-3">
+        <div className="input-group shadow-sm rounded-pill">
+          <div className="input-group-text" data-bs-toggle="tooltip" title="Enable Index Querying">
+            <input
+              className="form-check-input mt-0"
+              type="checkbox"
+              id="useQueryEngine"
+              checked={useQueryEngine}
+              onChange={() => setUseQueryEngine(!useQueryEngine)}
+              style={{ backgroundColor: useQueryEngine ? 'rgb(180, 0, 0)' : '', borderColor: useQueryEngine ? 'red' : 'rgb(255, 133, 133)', boxShadow: 'none' }} // Change background color when checked
+            />
+          </div>
+          <textarea
+            value={inputText}
+            onChange={handleInputChange}
+            className="form-control border-end-0"
+            placeholder="Type your message..."
+            style={{ boxShadow: 'none', padding: '15px 20px' }} // Remove default box-shadow
+          />
+          <button
+            type="submit"
+            className="btn btn-danger border-start-0 px-3 border-end-0"
+            data-bs-toggle="tooltip"
+            title="Send Message"
+            disabled={inputText.trim() === '' || isSending} // Disable button during sending or if input is empty
+          >
+            {isSending ? (
+              <i className="bi bi-pause-fill"></i>
+            ) : (
+              <i className="bi bi-arrow-up"></i>
+            )}
+          </button>
+        </div>
+      </form>
+    </div>
+  );
+}
+
+export default ChatArea;
diff --git a/app/src/components/Code.js b/app/src/components/Code.js
new file mode 100644
index 0000000..ab39c44
--- /dev/null
+++ b/app/src/components/Code.js
@@ -0,0 +1,33 @@
+import { useEffect, useState } from 'react';
+import {CopyToClipboard} from 'react-copy-to-clipboard';
+import SyntaxHighlighter from 'react-syntax-highlighter';
+import { gradientDark } from 'react-syntax-highlighter/dist/esm/styles/hljs';
+
+const Code = ({ children, language }) => {
+  const [copied, setCopied] = useState(false);
+  useEffect(() => {
+    const timer = setTimeout(() => {
+      setCopied(false)
+    }, 1000)
+    return () => clearTimeout(timer)
+  }, [copied])
+
+  return (
+    <div className="code">
+      <CopyToClipboard text={children} onCopy={() => setCopied(true)}>
+        <button>
+          {copied ? <i className="bi bi-clipboard-check"></i> : <i className="bi bi-clipboard"></i>}
+        </button>
+      </CopyToClipboard>
+      <SyntaxHighlighter
+        language={language}
+        style={gradientDark}
+        customStyle={{borderRadius: '10px'}}
+      >
+        {children}
+      </SyntaxHighlighter>
+    </div>
+  )
+}
+
+export default Code;
\ No newline at end of file
diff --git a/app/src/components/LeftPanel.js b/app/src/components/LeftPanel.js
new file mode 100644
index 0000000..4ed2242
--- /dev/null
+++ b/app/src/components/LeftPanel.js
@@ -0,0 +1,144 @@
+import React, { useState, useEffect } from 'react';
+import UseWindowDimensions from './UseWindowDimensions';
+import { Tooltip } from 'bootstrap';
+
+function LeftPanel({isSidebarCollapsed, setChatStarted, setMessages}) {
+  const [sessionTitles, setSessionTitles] = useState([]);
+  const [selectedSession, setSelectedSession] = useState('');
+  const isSmall = UseWindowDimensions();
+
+  useEffect(() => {
+    // Fetch session titles when the component mounts
+    fetch('http://127.0.0.1:5000/api/history')
+      .then(response => response.json())
+      .then(data => setSessionTitles(data))
+      .catch(error => console.error('Error fetching session titles:', error));
+  }, []);
+
+  useEffect(() => {
+    const tooltipTriggerList = document.querySelectorAll('[data-bs-toggle="tooltip"]');
+    const tooltipList = [...tooltipTriggerList].map(tooltipTriggerEl => new Tooltip(tooltipTriggerEl));
+    return () => {
+      tooltipList.map(t => t.dispose());
+    };
+  });
+
+  useEffect(() => {
+    const storedSession = sessionStorage.getItem('selectedSession');
+    if (storedSession) {
+      setSelectedSession(storedSession);
+      fetch('http://127.0.0.1:5000/api/choose_chat_history', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json'
+        },
+        body: JSON.stringify({ filename: storedSession })
+      }).then(response => {
+        if (!response.ok) {
+          throw new Error('Failed to select session');
+        }
+        return response.json();
+      })
+      .then(data => {
+        setMessages(() => {
+          let nextId = 1; // Start id from 1
+          const newMessages = [];
+          for (let i = 1; i < data.length; i++) {
+            newMessages.push(
+              { id: nextId++, sender: 'user', text: data[i].query },
+              { id: nextId++, sender: 'bot', text: data[i].response }
+            );
+          }
+          return newMessages;
+        });
+      });
+    }
+  }, []);
+
+  const handleSessionSelect = (mapping) => {
+    fetch('http://127.0.0.1:5000/api/choose_chat_history', {
+      method: 'POST',
+      headers: {
+        'Content-Type': 'application/json'
+      },
+      body: JSON.stringify({ filename: mapping })
+    })
+      .then(response => {
+        if (!response.ok) {
+          throw new Error('Failed to select session');
+        }
+        return response.json();
+      })
+      .then(data => {
+        setSelectedSession(mapping);
+        setChatStarted(false);
+        sessionStorage.setItem('selectedSession', mapping);
+        setMessages(() => {
+          let nextId = 1; // Start id from 1
+          const newMessages = [];
+          for (let i = 1; i < data.length; i++) {
+            newMessages.push(
+              { id: nextId++, sender: 'user', text: data[i].query },
+              { id: nextId++, sender: 'bot', text: data[i].response }
+            );
+          }
+          return newMessages;
+        });
+      })
+      .catch(error => {
+        console.error('Error selecting session:', error);
+      });
+  };
+
+  
+  return (
+    <div id='sidebar' className={`${isSmall ? 'offcanvas offcanvas-start' : 'collapse collapse-horizontal'} ${isSidebarCollapsed ? (isSmall ? 'show' : 'hide') : (isSmall ? 'hide' : 'show')} h-100`} tabIndex={isSmall ? '-1' : ''} style={isSmall ? {} : { width: '15rem' }} data-bs-backdrop="false">
+      <div className="d-flex flex-column h-100">
+        {isSmall ? 
+        <div className="offcanvas-header">
+          <button type="button" className="btn-close" data-bs-dismiss="offcanvas" aria-label="Close"></button>
+        </div> : ''}
+        <div className="py-3 d-flex justify-content-center align-items-center">
+          <button
+            className={`btn btn-danger d-block ${isSmall ? 'w-75' : 'w-100'}`}
+            onClick={() => {
+              setMessages([]);
+              setSelectedSession('');
+              sessionStorage.removeItem('selectedSession');
+              fetch('http://localhost:5000/api/new_chat')
+                .then(response => { console.log('New chat started:', response); })
+              
+              fetch('http://127.0.0.1:5000/api/history')
+              .then(response => response.json())
+              .then(data => setSessionTitles(data))
+              .catch(error => console.error('Error fetching session titles:', error));
+            }}
+          >
+            <i class="bi bi-chat-text"></i> New Chat
+          </button>
+        </div>
+        <div className="py-3 flex-grow-1 d-flex flex-column justify-content-center align-items-center">
+            {sessionTitles.length > 0 ? (
+              sessionTitles.map((mapping, index) => (
+                <div className="w-100">
+                  <button
+                    key={index}
+                    className={`btn btn-outline-dark d-block ${selectedSession && selectedSession === mapping[1] ? 'active' : ''} mb-1`}
+                    onClick={() => handleSessionSelect(mapping[1])}
+                    style={{ overflow: 'hidden', textOverflow: 'ellipsis', width: '100%', whiteSpace: 'nowrap'}}
+                    data-bs-toggle="tooltip" title={mapping[0]}
+                  >
+                    {mapping[0]}
+                  </button>
+                </div>
+              ))
+            ) : (
+              "No previous sessions found"
+            )}
+        </div>
+      </div>
+    </div>
+  );
+}
+
+export default LeftPanel;
diff --git a/app/src/components/UseWindowDimensions.js b/app/src/components/UseWindowDimensions.js
new file mode 100644
index 0000000..b38637a
--- /dev/null
+++ b/app/src/components/UseWindowDimensions.js
@@ -0,0 +1,21 @@
+import { useState, useEffect } from 'react';
+
+function getWindowDimensions() {
+  const { innerWidth: width } = window;
+  return width;
+}
+
+export default function UseWindowDimensions() {
+  const [windowDimensions, setWindowDimensions] = useState(getWindowDimensions());
+
+  useEffect(() => {
+    function handleResize() {
+      setWindowDimensions(getWindowDimensions());
+    }
+
+    window.addEventListener('resize', handleResize);
+    return () => window.removeEventListener('resize', handleResize);
+  }, []);
+
+  return windowDimensions < 1120;
+}
diff --git a/app/src/index.css b/app/src/index.css
new file mode 100644
index 0000000..96f30ed
--- /dev/null
+++ b/app/src/index.css
@@ -0,0 +1,129 @@
+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;
+  height: 100vh;
+  background-color: whitesmoke;
+}
+
+/* code {
+  font-family: source-code-pro, Menlo, Monaco, Consolas, 'Courier New',
+    monospace;
+} */
+
+.form-control:focus{
+  border-color: black !important;
+  box-shadow: 0 0 0 0.01rem gray !important;
+}
+
+.btn-close{
+  --bs-btn-close-focus-shadow: 0 0 0 0.25rem black;
+}
+
+.nav-link.active {
+  font-weight: bold;
+}
+
+.nav-link:hover {
+  color: black;
+  font-weight: 500;
+}
+
+.nav-link{
+  color: black;
+}
+
+.btn-primary-outline {
+  background-color: transparent;
+}
+
+.input-group-text{
+  background-color: white;
+}
+
+.form-check-input:checked {
+  background-color: black;
+  border-color: gainsboro;
+  color: black;
+}
+
+.form-check-input:focus {
+  box-shadow: 0 0 0 .25rem gainsboro;
+}
+
+.tr-container {
+  position: fixed;
+  top: 10px;
+  right: 10px;
+  z-index: 1025; /* Make sure the z-index is higher than other elements */
+}
+
+.modal-backdrop {
+  z-index: 900;
+}
+
+.custom-invalid-feedback{
+  width: 100%;
+  margin-top: .25rem;
+  font-size: .875em;
+  color: #dc3545;
+}
+
+.message-container {
+  margin-top: 1em;
+  height: 100%;
+  max-width: 100%;
+  overflow-y: scroll;
+}
+
+.message {
+  max-width: 95%;
+  width: max-content;
+  margin-bottom: 10px;
+  padding: 10px;
+  border-radius: 10px;
+  word-wrap: break-word;
+  -webkit-transition: all 2s;
+  transition:all 2s;
+}
+
+.user-message {
+  background-color: gainsboro;
+  color: rgb(180, 0, 0);
+}
+
+.bot-message {
+  background-color: rgb(180, 0, 0);
+  color: gainsboro;
+  width: 100%;
+}
+
+.tooltip-inner {
+  background-color: rgb(180, 0, 0) !important;
+  color: #fff ;
+}
+
+@keyframes slideInDown {
+  from {
+    transform: translateY(100%);
+    opacity: 0;
+  }
+  to {
+    transform: translateY(0);
+    opacity: 1;
+  }
+}
+
+.slide-in-down {
+  animation: slideInDown 0.75s ease-out forwards; /* Adjust duration and timing function as needed */
+}
+
+.circular-image {
+  width: 100px;
+  height: 100px;
+  border-radius: 50%; /* This makes the image circular */
+  overflow: hidden; /* This hides any content outside of the circular area */
+}
diff --git a/app/src/index.js b/app/src/index.js
new file mode 100644
index 0000000..d5b4d3f
--- /dev/null
+++ b/app/src/index.js
@@ -0,0 +1,19 @@
+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.css';
+import "bootstrap-icons/font/bootstrap-icons.css";
+
+const root = ReactDOM.createRoot(document.getElementById('root'));
+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();
diff --git a/app/src/logo.svg b/app/src/logo.svg
new file mode 100644
index 0000000..9dfc1c0
--- /dev/null
+++ b/app/src/logo.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 841.9 595.3"><g fill="#61DAFB"><path d="M666.3 296.5c0-32.5-40.7-63.3-103.1-82.4 14.4-63.6 8-114.2-20.2-130.4-6.5-3.8-14.1-5.6-22.4-5.6v22.3c4.6 0 8.3.9 11.4 2.6 13.6 7.8 19.5 37.5 14.9 75.7-1.1 9.4-2.9 19.3-5.1 29.4-19.6-4.8-41-8.5-63.5-10.9-13.5-18.5-27.5-35.3-41.6-50 32.6-30.3 63.2-46.9 84-46.9V78c-27.5 0-63.5 19.6-99.9 53.6-36.4-33.8-72.4-53.2-99.9-53.2v22.3c20.7 0 51.4 16.5 84 46.6-14 14.7-28 31.4-41.3 49.9-22.6 2.4-44 6.1-63.6 11-2.3-10-4-19.7-5.2-29-4.7-38.2 1.1-67.9 14.6-75.8 3-1.8 6.9-2.6 11.5-2.6V78.5c-8.4 0-16 1.8-22.6 5.6-28.1 16.2-34.4 66.7-19.9 130.1-62.2 19.2-102.7 49.9-102.7 82.3 0 32.5 40.7 63.3 103.1 82.4-14.4 63.6-8 114.2 20.2 130.4 6.5 3.8 14.1 5.6 22.5 5.6 27.5 0 63.5-19.6 99.9-53.6 36.4 33.8 72.4 53.2 99.9 53.2 8.4 0 16-1.8 22.6-5.6 28.1-16.2 34.4-66.7 19.9-130.1 62-19.1 102.5-49.9 102.5-82.3zm-130.2-66.7c-3.7 12.9-8.3 26.2-13.5 39.5-4.1-8-8.4-16-13.1-24-4.6-8-9.5-15.8-14.4-23.4 14.2 2.1 27.9 4.7 41 7.9zm-45.8 106.5c-7.8 13.5-15.8 26.3-24.1 38.2-14.9 1.3-30 2-45.2 2-15.1 0-30.2-.7-45-1.9-8.3-11.9-16.4-24.6-24.2-38-7.6-13.1-14.5-26.4-20.8-39.8 6.2-13.4 13.2-26.8 20.7-39.9 7.8-13.5 15.8-26.3 24.1-38.2 14.9-1.3 30-2 45.2-2 15.1 0 30.2.7 45 1.9 8.3 11.9 16.4 24.6 24.2 38 7.6 13.1 14.5 26.4 20.8 39.8-6.3 13.4-13.2 26.8-20.7 39.9zm32.3-13c5.4 13.4 10 26.8 13.8 39.8-13.1 3.2-26.9 5.9-41.2 8 4.9-7.7 9.8-15.6 14.4-23.7 4.6-8 8.9-16.1 13-24.1zM421.2 430c-9.3-9.6-18.6-20.3-27.8-32 9 .4 18.2.7 27.5.7 9.4 0 18.7-.2 27.8-.7-9 11.7-18.3 22.4-27.5 32zm-74.4-58.9c-14.2-2.1-27.9-4.7-41-7.9 3.7-12.9 8.3-26.2 13.5-39.5 4.1 8 8.4 16 13.1 24 4.7 8 9.5 15.8 14.4 23.4zM420.7 163c9.3 9.6 18.6 20.3 27.8 32-9-.4-18.2-.7-27.5-.7-9.4 0-18.7.2-27.8.7 9-11.7 18.3-22.4 27.5-32zm-74 58.9c-4.9 7.7-9.8 15.6-14.4 23.7-4.6 8-8.9 16-13 24-5.4-13.4-10-26.8-13.8-39.8 13.1-3.1 26.9-5.8 41.2-7.9zm-90.5 125.2c-35.4-15.1-58.3-34.9-58.3-50.6 0-15.7 22.9-35.6 58.3-50.6 8.6-3.7 18-7 27.7-10.1 5.7 19.6 13.2 40 22.5 60.9-9.2 20.8-16.6 41.1-22.2 60.6-9.9-3.1-19.3-6.5-28-10.2zM310 490c-13.6-7.8-19.5-37.5-14.9-75.7 1.1-9.4 2.9-19.3 5.1-29.4 19.6 4.8 41 8.5 63.5 10.9 13.5 18.5 27.5 35.3 41.6 50-32.6 30.3-63.2 46.9-84 46.9-4.5-.1-8.3-1-11.3-2.7zm237.2-76.2c4.7 38.2-1.1 67.9-14.6 75.8-3 1.8-6.9 2.6-11.5 2.6-20.7 0-51.4-16.5-84-46.6 14-14.7 28-31.4 41.3-49.9 22.6-2.4 44-6.1 63.6-11 2.3 10.1 4.1 19.8 5.2 29.1zm38.5-66.7c-8.6 3.7-18 7-27.7 10.1-5.7-19.6-13.2-40-22.5-60.9 9.2-20.8 16.6-41.1 22.2-60.6 9.9 3.1 19.3 6.5 28.1 10.2 35.4 15.1 58.3 34.9 58.3 50.6-.1 15.7-23 35.6-58.4 50.6zM320.8 78.4z"/><circle cx="420.9" cy="296.5" r="45.7"/><path d="M520.5 78.1z"/></g></svg>
\ No newline at end of file
diff --git a/app/src/reportWebVitals.js b/app/src/reportWebVitals.js
new file mode 100644
index 0000000..5253d3a
--- /dev/null
+++ b/app/src/reportWebVitals.js
@@ -0,0 +1,13 @@
+const reportWebVitals = onPerfEntry => {
+  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;
diff --git a/app/src/setupTests.js b/app/src/setupTests.js
new file mode 100644
index 0000000..8f2609b
--- /dev/null
+++ b/app/src/setupTests.js
@@ -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';
diff --git a/tichat/main.py b/tichat/main.py
new file mode 100644
index 0000000..79f23ab
--- /dev/null
+++ b/tichat/main.py
@@ -0,0 +1,307 @@
+import os
+os.environ["TIKTOKEN_CACHE_DIR"] = 'tiktoken_cache'
+
+from flask import Flask, jsonify, request, send_from_directory
+from flask_cors import CORS
+from flaskwebgui import FlaskUI
+from tempfile import TemporaryDirectory
+from llama_index.llms.ollama import Ollama
+from llama_index.embeddings.fastembed import FastEmbedEmbedding
+from llama_index.vector_stores.tidbvector import TiDBVectorStore
+from llama_index.core.prompts import ChatMessage
+from llama_index.core.memory import ChatMemoryBuffer
+from llama_index.core import Settings, VectorStoreIndex, SimpleDirectoryReader, StorageContext
+import json
+import traceback
+import subprocess
+
+app = Flask(__name__, static_folder='web/build', static_url_path='/')
+ollama_process = None
+CORS(app)
+
+def start_services():
+    global ollama_process
+    try:
+        # Start Ollama
+        ollama_process = subprocess.Popen(["ollama", "serve"], stdout=subprocess.PIPE, stderr=subprocess.PIPE)
+        print("Starting Ollama...")
+        print("Ollama started successfully")
+
+    except Exception as e:
+        print("Error starting services: ", e)
+        traceback.print_exc()
+        exit(1)
+
+# Function to create the prev_msgs directory if it doesn't exist
+def create_directory_if_not_exists(directory):
+    if not os.path.exists(directory):
+        os.makedirs(directory)
+
+# Load settings from file
+def load_settings():
+    try:
+        with open('settings.json', 'r') as f:
+            return json.load(f)
+    except FileNotFoundError:
+        print("The settings file doesn't exist. Creating a new one...")
+        settings = {"username": "", "password": "", "uri": ""}
+        with open('settings.json', 'w+') as f:
+            json.dump(settings, f)
+        return settings
+
+# Initialize global variables
+def initialize_globals():
+    global llm, tidbvec, vector_index, storage_context, chat_engine, memory
+
+    try:
+        settings = load_settings()
+
+        # Initialize the embed model
+        embed_model = FastEmbedEmbedding(model_name="mixedbread-ai/mxbai-embed-large-v1")
+        Settings.embed_model = embed_model
+        llm = Ollama(model="mistral:instruct", request_timeout=120.0, base_url="http://localhost:11434")
+        Settings.llm = llm
+        Settings.chunk_size = 512
+        Settings.chunk_overlap = 50
+
+        # Initialize LLM
+        print("LLM initialized successfully")
+
+        # Initialize TiDB vector store and other components
+        VECTOR_TABLE_NAME = "default"
+        tidbvec = TiDBVectorStore(
+            connection_string=settings["connectionString"],
+            table_name=VECTOR_TABLE_NAME,
+            distance_strategy="cosine",
+            vector_dimension=1024,
+            drop_existing_table=False
+        )
+        vector_index = VectorStoreIndex.from_vector_store(vector_store=tidbvec)
+        storage_context = StorageContext.from_defaults(vector_store=tidbvec)
+        memory = ChatMemoryBuffer.from_defaults(token_limit=4096)
+        chat_engine = vector_index.as_chat_engine(chat_mode="condense_plus_context", llm=llm,
+            context_prompt=(
+                "You are a chatbot, who needs to answer questions, preferably using the provided context"
+                "Here are the relevant documents for the context:\n"
+                "{context_str}"
+                "\nInstruction: Use the previous chat history, or the context above, to interact and help the user."
+            ), memory=memory, verbose=True, similarity_top_k=7
+        )
+        print("Vector store and chat engine initialized successfully")
+
+    except Exception as e:
+        print("Initialization error: ", e)
+        traceback.print_exc()
+
+# Functions for session management
+def get_session_number():
+    return len([name for name in os.listdir('prev_msgs') if os.path.isfile(os.path.join('prev_msgs', name))])
+
+def start_new_session():
+    session_num = get_session_number() + 1
+    session_filename = os.path.join("prev_msgs", f"session_{session_num}.json")
+    with open(session_filename, "w") as session_file:
+        json.dump([], session_file)
+    return session_filename
+
+def save_to_session(session, data):
+    with open(session, "r+") as session_file:
+        session_data = json.load(session_file)
+        session_data.append(data)
+        session_file.seek(0)
+        json.dump(session_data, session_file)
+        session_file.truncate()
+
+current_session = None
+
+@app.route('/api/query', methods=['POST'])
+def query():
+    try:
+        global current_session
+        cur_session = current_session
+        data = request.json
+        query = data.get('query')
+        use_chat_engine = data.get('useQueryEngine', False)
+        bot_message = ""
+        if query is None:
+            return jsonify({"error": "Query parameter missing"}), 400
+
+        # Start the appropriate engine
+        if use_chat_engine:
+            if chat_engine is None:
+                return jsonify({"error": "Query engine not initialized"}), 500
+            memory.put(ChatMessage.from_str(content=query))
+            response_generator = chat_engine.stream_chat(query).response_gen
+        else:
+            if llm is None:
+                return jsonify({"error": "LLM not initialized"}), 500
+            memory.put(ChatMessage.from_str(content=query))
+            response_generator = llm.stream_chat(memory.get_all())
+
+        def generate_response():
+            nonlocal bot_message
+            nonlocal cur_session
+            global current_session
+            nonlocal use_chat_engine
+
+            try:
+                for res in response_generator:
+                    if not use_chat_engine: 
+                        res = res.delta
+                    yield res
+                    bot_message += res
+                # Store the complete message
+                data_to_save = {"query": query, "response": bot_message}
+
+                if cur_session is None:
+                    current_session = start_new_session()
+                    cur_session = current_session
+                    # Generate title for the session
+                    prompt = f'`{query}`\n\nGenerate a short and crisp title pertaining to the above query, in quotes'
+                    title_response = llm.complete(prompt).text.strip()
+                    title = {"title": title_response.split('"')[1]}
+                    save_to_session(cur_session, title)
+
+                if not use_chat_engine:
+                    memory.put(ChatMessage.from_str(content=bot_message, role='assistant'))
+
+                save_to_session(cur_session, data_to_save)
+
+            except Exception as e:
+                print(f"Error streaming response: {e}")
+                yield "[ERROR] Something went wrong. Please try again later."
+
+        return app.response_class(generate_response(), mimetype='text/plain')
+
+    except Exception as e:
+        print(e)
+        traceback.print_exc()
+        return jsonify({"error": str(e)}), 500
+
+@app.route('/api/history', methods=['GET'])
+def get_chat_history():
+    session_titles = []
+    for filename in os.listdir("prev_msgs"):
+        if filename.endswith(".json"):
+            with open(os.path.join("prev_msgs", filename), 'r') as file:
+                session_data = json.load(file)
+                if session_data:
+                    session_titles.append([session_data[0].get('title'), filename])
+    return jsonify(session_titles)
+
+@app.route('/api/choose_chat_history', methods=['POST'])
+def choose_chat_history():
+    selected_filename = request.json.get('filename')
+    if selected_filename is None:
+        return jsonify({"error": "Filename parameter missing"}), 400
+
+    session_file = None
+    for filename in os.listdir("prev_msgs"):
+        if filename == selected_filename and filename.endswith(".json"):
+            with open(os.path.join("prev_msgs", filename), 'r') as file:
+                session_data = json.load(file)
+                if session_data:
+                    session_file = session_data
+                    global current_session
+                    current_session = os.path.join("prev_msgs", filename)
+                    break
+    
+    if session_file is None:
+        return jsonify({"error": "Session not found"}), 404
+    
+    global memory
+    memory = ChatMemoryBuffer.from_defaults(token_limit=4096)
+    for data in session_file[1:]:
+        memory.put(ChatMessage.from_str(content=data['query']))
+        memory.put(ChatMessage.from_str(content=data['response'], role='assistant'))
+
+    global chat_engine
+    chat_engine = vector_index.as_chat_engine(chat_mode="condense_plus_context", llm=llm,
+        context_prompt=(
+            "You are a chatbot, who needs to answer questions, preferably using the provided context"
+            "Here are the relevant documents for the context:\n"
+            "{context_str}"
+            "\nInstruction: Use the previous chat history, or the context above, to interact and help the user."
+        ), memory=memory, verbose=True, similarity_top_k=7
+    )
+    return jsonify(session_file)
+
+@app.route('/api/add_new_documents', methods=['POST'])
+def add_new_documents():
+    print('Adding new documents')
+    try:
+        # Create a temporary directory to store files
+        with TemporaryDirectory() as temp_folder:
+            if 'files' not in request.files:
+                return jsonify({"error": "No files provided"}), 400
+            
+            files = request.files.getlist('files')
+            for file in files:
+                file_path = os.path.join(temp_folder, file.filename)
+                file.save(file_path)
+            
+            # Read documents from the temporary directory
+            documents = SimpleDirectoryReader(temp_folder).load_data()
+            
+            global vector_index
+            global chat_engine
+            vector_index = vector_index.from_documents(documents, show_progress=True, storage_context=storage_context)
+            chat_engine = vector_index.as_chat_engine(chat_mode="condense_plus_context", llm=llm,
+                context_prompt=(
+                    "You are a chatbot, who needs to answer questions, preferably using the provided context"
+                    "Here are the relevant documents for the context:\n"
+                    "{context_str}"
+                    "\nInstruction: Use the previous chat history, or the context above, to interact and help the user."
+                ), memory=memory, verbose=True, similarity_top_k=7
+            )
+            return jsonify({"success": "Documents added successfully"}), 200
+    except Exception as e:
+        print(e)
+        traceback.print_exc()
+        return jsonify({"error": str(e)}), 500
+
+@app.route('/api/new_chat', methods=['GET'])
+def new_chat():
+    global current_session
+    current_session = None
+    global memory
+    memory = ChatMemoryBuffer.from_defaults(token_limit=4096)
+    global chat_engine
+    chat_engine = vector_index.as_chat_engine(chat_mode="condense_plus_context", llm=llm,
+        context_prompt=(
+            "You are a chatbot, who needs to answer questions, preferably using the provided context"
+            "Here are the relevant documents for the context:\n"
+            "{context_str}"
+            "\nInstruction: Use the previous chat history, or the context above, to interact and help the user."
+        ), memory=memory, verbose=True, similarity_top_k=7
+    )
+    return jsonify({"message": "New chat session started"})
+
+@app.route('/')
+def index():
+    return send_from_directory(app.static_folder, 'index.html')
+
+# Initialize Flask
+def start_flask_app():
+    ui.run()
+
+def cleanup():
+    global ollama_process
+    
+    # Terminate the ollama process if it exists
+    if ollama_process:
+        ollama_process.terminate()
+
+if __name__ == '__main__':
+    chrome_path = "C:\\Program Files\\Google\\Chrome\\Application\\chrome.exe"
+    browser_path = chrome_path if os.path.exists(chrome_path) else None
+
+    ui = FlaskUI(app=app, server="flask", width=1280, height=720, port=5000, on_shutdown=cleanup, browser_path=browser_path) # Change width and height as needed
+    try:
+        create_directory_if_not_exists('prev_msgs')
+        start_services()
+        initialize_globals()
+        start_flask_app()
+        
+    finally:
+        ollama_process.terminate()
diff --git a/tichat/requirements.txt b/tichat/requirements.txt
new file mode 100644
index 0000000..a8cc7cc
--- /dev/null
+++ b/tichat/requirements.txt
@@ -0,0 +1,11 @@
+transformers== 4.40.1
+fastembed==0.3.4
+flaskwebgui==1.1.3
+flask==3.0.0
+flask_cors==4.0.0
+mysqlclient==2.2.4
+llama-index-vector-stores-tidbvector==0.1.2
+llama-index-embeddings-fastembed==0.1.7
+llama-index-llms-ollama==0.2.2
+llama-index-readers-file==0.1.20
+llama-index-core==0.10.34
\ No newline at end of file
diff --git a/tichat/web/.gitkeep b/tichat/web/.gitkeep
new file mode 100644
index 0000000..e69de29