diff --git a/application/app.py b/application/app.py
index 348a578c..5defcc7d 100644
--- a/application/app.py
+++ b/application/app.py
@@ -94,7 +94,7 @@ app.config['CELERY_BROKER_URL'] = os.getenv("CELERY_BROKER_URL")
 app.config['CELERY_RESULT_BACKEND'] = os.getenv("CELERY_RESULT_BACKEND")
 app.config['MONGO_URI'] = os.getenv("MONGO_URI")
 celery = Celery()
-celery.config_from_object(celeryconfig)
+celery.config_from_object('celeryconfig')
 mongo = MongoClient(app.config['MONGO_URI'])
 db = mongo["docsgpt"]
 vectors_collection = db["vectors"]
diff --git a/extensions/web-widget/README.md b/extensions/web-widget/README.md
new file mode 100644
index 00000000..09c200eb
--- /dev/null
+++ b/extensions/web-widget/README.md
@@ -0,0 +1,25 @@
+# Chat Widget
+
+A simple chat widget that can be easily integrated into any website.
+
+## Installation
+
+1. Host the `widget.html`, `styles.css`, and `script.js` files from the `src` folder on your own server or a Content Delivery Network (CDN). Make sure to note the URLs for these files.
+
+2. Update the URLs in the `dist/chat-widget.js` file to match the locations of your hosted files:
+
+   ```javascript
+   fetch("https://your-server-or-cdn.com/path/to/widget.html"),
+   fetch("https://your-server-or-cdn.com/path/to/styles.css"),
+   fetch("https://your-server-or-cdn.com/path/to/script.js"),
+    ```
+   
+3. Host the `dist/chat-widget.js` file on your own server or a Content Delivery Network (CDN). Make sure to note the URL for this file.
+
+
+##Integration
+
+To integrate the chat widget into a website, add the following script tag to the HTML file, replacing URL_TO_CHAT_WIDGET_JS with the actual URL of your hosted chat-widget.js file:
+```javascript
+<script src="URL_TO_CHAT_WIDGET_JS"></script>
+```
\ No newline at end of file
diff --git a/extensions/web-widget/dist/chat-widget.js b/extensions/web-widget/dist/chat-widget.js
new file mode 100644
index 00000000..ebef2581
--- /dev/null
+++ b/extensions/web-widget/dist/chat-widget.js
@@ -0,0 +1,41 @@
+(async function () {
+  // Fetch the HTML, CSS, and JavaScript from your server or CDN
+  const [htmlRes, jsRes] = await Promise.all([
+    fetch("https://s3-eu-west-2.amazonaws.com/arc53data/widget.html"),
+    // fetch("https://s3-eu-west-2.amazonaws.com/arc53data/tailwind.css"),
+    fetch("https://s3-eu-west-2.amazonaws.com/arc53data/script.js"),
+  ]);
+
+  const html = await htmlRes.text();
+  //const css = await cssRes.text();
+  const js = await jsRes.text();
+
+  // create a new link element
+  const link = document.createElement("link");
+
+  //set the rel, href, type, and integrity attributes
+  link.rel = "stylesheet";
+  link.href = "https://cdn.tailwindcss.com/";
+  link.type = "text/css";
+  link.integrity = "sha384-PDOmVviaTm8N1W35y1NSmo80w6GPaGhbDuOBAF/5hRffaeGc6yOwIo1qAt4gqLGA%";
+
+  // get the document head and append the link element to it
+  // document.head.appendChild(link);
+
+
+
+  // Create a style element for the CSS
+  // const style = document.createElement("style");
+  // style.innerHTML = css;
+  // document.head.appendChild(style);
+
+  // Create a container for the chat widget and inject the HTML
+  const chatWidgetContainer = document.createElement("div");
+  chatWidgetContainer.innerHTML = html;
+  document.body.appendChild(chatWidgetContainer);
+
+  // Execute the JavaScript code
+  const script = document.createElement("script");
+  script.innerHTML = js;
+  document.body.appendChild(script);
+})();
diff --git a/extensions/web-widget/dist/output.css b/extensions/web-widget/dist/output.css
new file mode 100644
index 00000000..c4c688ba
--- /dev/null
+++ b/extensions/web-widget/dist/output.css
@@ -0,0 +1,807 @@
+/*
+! tailwindcss v3.3.1 | MIT License | https://tailwindcss.com
+*/
+
+/*
+1. Prevent padding and border from affecting element width. (https://github.com/mozdevs/cssremedy/issues/4)
+2. Allow adding a border to an element by just adding a border-width. (https://github.com/tailwindcss/tailwindcss/pull/116)
+*/
+
+*,
+::before,
+::after {
+  box-sizing: border-box;
+  /* 1 */
+  border-width: 0;
+  /* 2 */
+  border-style: solid;
+  /* 2 */
+  border-color: #e5e7eb;
+  /* 2 */
+}
+
+::before,
+::after {
+  --tw-content: '';
+}
+
+/*
+1. Use a consistent sensible line-height in all browsers.
+2. Prevent adjustments of font size after orientation changes in iOS.
+3. Use a more readable tab size.
+4. Use the user's configured `sans` font-family by default.
+5. Use the user's configured `sans` font-feature-settings by default.
+6. Use the user's configured `sans` font-variation-settings by default.
+*/
+
+html {
+  line-height: 1.5;
+  /* 1 */
+  -webkit-text-size-adjust: 100%;
+  /* 2 */
+  -moz-tab-size: 4;
+  /* 3 */
+  -o-tab-size: 4;
+     tab-size: 4;
+  /* 3 */
+  font-family: ui-sans-serif, system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, "Noto Sans", sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Noto Color Emoji";
+  /* 4 */
+  font-feature-settings: normal;
+  /* 5 */
+  font-variation-settings: normal;
+  /* 6 */
+}
+
+/*
+1. Remove the margin in all browsers.
+2. Inherit line-height from `html` so users can set them as a class directly on the `html` element.
+*/
+
+body {
+  margin: 0;
+  /* 1 */
+  line-height: inherit;
+  /* 2 */
+}
+
+/*
+1. Add the correct height in Firefox.
+2. Correct the inheritance of border color in Firefox. (https://bugzilla.mozilla.org/show_bug.cgi?id=190655)
+3. Ensure horizontal rules are visible by default.
+*/
+
+hr {
+  height: 0;
+  /* 1 */
+  color: inherit;
+  /* 2 */
+  border-top-width: 1px;
+  /* 3 */
+}
+
+/*
+Add the correct text decoration in Chrome, Edge, and Safari.
+*/
+
+abbr:where([title]) {
+  -webkit-text-decoration: underline dotted;
+          text-decoration: underline dotted;
+}
+
+/*
+Remove the default font size and weight for headings.
+*/
+
+h1,
+h2,
+h3,
+h4,
+h5,
+h6 {
+  font-size: inherit;
+  font-weight: inherit;
+}
+
+/*
+Reset links to optimize for opt-in styling instead of opt-out.
+*/
+
+a {
+  color: inherit;
+  text-decoration: inherit;
+}
+
+/*
+Add the correct font weight in Edge and Safari.
+*/
+
+b,
+strong {
+  font-weight: bolder;
+}
+
+/*
+1. Use the user's configured `mono` font family by default.
+2. Correct the odd `em` font sizing in all browsers.
+*/
+
+code,
+kbd,
+samp,
+pre {
+  font-family: ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace;
+  /* 1 */
+  font-size: 1em;
+  /* 2 */
+}
+
+/*
+Add the correct font size in all browsers.
+*/
+
+small {
+  font-size: 80%;
+}
+
+/*
+Prevent `sub` and `sup` elements from affecting the line height in all browsers.
+*/
+
+sub,
+sup {
+  font-size: 75%;
+  line-height: 0;
+  position: relative;
+  vertical-align: baseline;
+}
+
+sub {
+  bottom: -0.25em;
+}
+
+sup {
+  top: -0.5em;
+}
+
+/*
+1. Remove text indentation from table contents in Chrome and Safari. (https://bugs.chromium.org/p/chromium/issues/detail?id=999088, https://bugs.webkit.org/show_bug.cgi?id=201297)
+2. Correct table border color inheritance in all Chrome and Safari. (https://bugs.chromium.org/p/chromium/issues/detail?id=935729, https://bugs.webkit.org/show_bug.cgi?id=195016)
+3. Remove gaps between table borders by default.
+*/
+
+table {
+  text-indent: 0;
+  /* 1 */
+  border-color: inherit;
+  /* 2 */
+  border-collapse: collapse;
+  /* 3 */
+}
+
+/*
+1. Change the font styles in all browsers.
+2. Remove the margin in Firefox and Safari.
+3. Remove default padding in all browsers.
+*/
+
+button,
+input,
+optgroup,
+select,
+textarea {
+  font-family: inherit;
+  /* 1 */
+  font-size: 100%;
+  /* 1 */
+  font-weight: inherit;
+  /* 1 */
+  line-height: inherit;
+  /* 1 */
+  color: inherit;
+  /* 1 */
+  margin: 0;
+  /* 2 */
+  padding: 0;
+  /* 3 */
+}
+
+/*
+Remove the inheritance of text transform in Edge and Firefox.
+*/
+
+button,
+select {
+  text-transform: none;
+}
+
+/*
+1. Correct the inability to style clickable types in iOS and Safari.
+2. Remove default button styles.
+*/
+
+button,
+[type='button'],
+[type='reset'],
+[type='submit'] {
+  -webkit-appearance: button;
+  /* 1 */
+  background-color: transparent;
+  /* 2 */
+  background-image: none;
+  /* 2 */
+}
+
+/*
+Use the modern Firefox focus style for all focusable elements.
+*/
+
+:-moz-focusring {
+  outline: auto;
+}
+
+/*
+Remove the additional `:invalid` styles in Firefox. (https://github.com/mozilla/gecko-dev/blob/2f9eacd9d3d995c937b4251a5557d95d494c9be1/layout/style/res/forms.css#L728-L737)
+*/
+
+:-moz-ui-invalid {
+  box-shadow: none;
+}
+
+/*
+Add the correct vertical alignment in Chrome and Firefox.
+*/
+
+progress {
+  vertical-align: baseline;
+}
+
+/*
+Correct the cursor style of increment and decrement buttons in Safari.
+*/
+
+::-webkit-inner-spin-button,
+::-webkit-outer-spin-button {
+  height: auto;
+}
+
+/*
+1. Correct the odd appearance in Chrome and Safari.
+2. Correct the outline style in Safari.
+*/
+
+[type='search'] {
+  -webkit-appearance: textfield;
+  /* 1 */
+  outline-offset: -2px;
+  /* 2 */
+}
+
+/*
+Remove the inner padding in Chrome and Safari on macOS.
+*/
+
+::-webkit-search-decoration {
+  -webkit-appearance: none;
+}
+
+/*
+1. Correct the inability to style clickable types in iOS and Safari.
+2. Change font properties to `inherit` in Safari.
+*/
+
+::-webkit-file-upload-button {
+  -webkit-appearance: button;
+  /* 1 */
+  font: inherit;
+  /* 2 */
+}
+
+/*
+Add the correct display in Chrome and Safari.
+*/
+
+summary {
+  display: list-item;
+}
+
+/*
+Removes the default spacing and border for appropriate elements.
+*/
+
+blockquote,
+dl,
+dd,
+h1,
+h2,
+h3,
+h4,
+h5,
+h6,
+hr,
+figure,
+p,
+pre {
+  margin: 0;
+}
+
+fieldset {
+  margin: 0;
+  padding: 0;
+}
+
+legend {
+  padding: 0;
+}
+
+ol,
+ul,
+menu {
+  list-style: none;
+  margin: 0;
+  padding: 0;
+}
+
+/*
+Prevent resizing textareas horizontally by default.
+*/
+
+textarea {
+  resize: vertical;
+}
+
+/*
+1. Reset the default placeholder opacity in Firefox. (https://github.com/tailwindlabs/tailwindcss/issues/3300)
+2. Set the default placeholder color to the user's configured gray 400 color.
+*/
+
+input::-moz-placeholder, textarea::-moz-placeholder {
+  opacity: 1;
+  /* 1 */
+  color: #9ca3af;
+  /* 2 */
+}
+
+input::placeholder,
+textarea::placeholder {
+  opacity: 1;
+  /* 1 */
+  color: #9ca3af;
+  /* 2 */
+}
+
+/*
+Set the default cursor for buttons.
+*/
+
+button,
+[role="button"] {
+  cursor: pointer;
+}
+
+/*
+Make sure disabled buttons don't get the pointer cursor.
+*/
+
+:disabled {
+  cursor: default;
+}
+
+/*
+1. Make replaced elements `display: block` by default. (https://github.com/mozdevs/cssremedy/issues/14)
+2. Add `vertical-align: middle` to align replaced elements more sensibly by default. (https://github.com/jensimmons/cssremedy/issues/14#issuecomment-634934210)
+   This can trigger a poorly considered lint error in some tools but is included by design.
+*/
+
+img,
+svg,
+video,
+canvas,
+audio,
+iframe,
+embed,
+object {
+  display: block;
+  /* 1 */
+  vertical-align: middle;
+  /* 2 */
+}
+
+/*
+Constrain images and videos to the parent width and preserve their intrinsic aspect ratio. (https://github.com/mozdevs/cssremedy/issues/14)
+*/
+
+img,
+video {
+  max-width: 100%;
+  height: auto;
+}
+
+/* Make elements with the HTML hidden attribute stay hidden by default */
+
+[hidden] {
+  display: none;
+}
+
+*, ::before, ::after {
+  --tw-border-spacing-x: 0;
+  --tw-border-spacing-y: 0;
+  --tw-translate-x: 0;
+  --tw-translate-y: 0;
+  --tw-rotate: 0;
+  --tw-skew-x: 0;
+  --tw-skew-y: 0;
+  --tw-scale-x: 1;
+  --tw-scale-y: 1;
+  --tw-pan-x:  ;
+  --tw-pan-y:  ;
+  --tw-pinch-zoom:  ;
+  --tw-scroll-snap-strictness: proximity;
+  --tw-ordinal:  ;
+  --tw-slashed-zero:  ;
+  --tw-numeric-figure:  ;
+  --tw-numeric-spacing:  ;
+  --tw-numeric-fraction:  ;
+  --tw-ring-inset:  ;
+  --tw-ring-offset-width: 0px;
+  --tw-ring-offset-color: #fff;
+  --tw-ring-color: rgb(59 130 246 / 0.5);
+  --tw-ring-offset-shadow: 0 0 #0000;
+  --tw-ring-shadow: 0 0 #0000;
+  --tw-shadow: 0 0 #0000;
+  --tw-shadow-colored: 0 0 #0000;
+  --tw-blur:  ;
+  --tw-brightness:  ;
+  --tw-contrast:  ;
+  --tw-grayscale:  ;
+  --tw-hue-rotate:  ;
+  --tw-invert:  ;
+  --tw-saturate:  ;
+  --tw-sepia:  ;
+  --tw-drop-shadow:  ;
+  --tw-backdrop-blur:  ;
+  --tw-backdrop-brightness:  ;
+  --tw-backdrop-contrast:  ;
+  --tw-backdrop-grayscale:  ;
+  --tw-backdrop-hue-rotate:  ;
+  --tw-backdrop-invert:  ;
+  --tw-backdrop-opacity:  ;
+  --tw-backdrop-saturate:  ;
+  --tw-backdrop-sepia:  ;
+}
+
+::backdrop {
+  --tw-border-spacing-x: 0;
+  --tw-border-spacing-y: 0;
+  --tw-translate-x: 0;
+  --tw-translate-y: 0;
+  --tw-rotate: 0;
+  --tw-skew-x: 0;
+  --tw-skew-y: 0;
+  --tw-scale-x: 1;
+  --tw-scale-y: 1;
+  --tw-pan-x:  ;
+  --tw-pan-y:  ;
+  --tw-pinch-zoom:  ;
+  --tw-scroll-snap-strictness: proximity;
+  --tw-ordinal:  ;
+  --tw-slashed-zero:  ;
+  --tw-numeric-figure:  ;
+  --tw-numeric-spacing:  ;
+  --tw-numeric-fraction:  ;
+  --tw-ring-inset:  ;
+  --tw-ring-offset-width: 0px;
+  --tw-ring-offset-color: #fff;
+  --tw-ring-color: rgb(59 130 246 / 0.5);
+  --tw-ring-offset-shadow: 0 0 #0000;
+  --tw-ring-shadow: 0 0 #0000;
+  --tw-shadow: 0 0 #0000;
+  --tw-shadow-colored: 0 0 #0000;
+  --tw-blur:  ;
+  --tw-brightness:  ;
+  --tw-contrast:  ;
+  --tw-grayscale:  ;
+  --tw-hue-rotate:  ;
+  --tw-invert:  ;
+  --tw-saturate:  ;
+  --tw-sepia:  ;
+  --tw-drop-shadow:  ;
+  --tw-backdrop-blur:  ;
+  --tw-backdrop-brightness:  ;
+  --tw-backdrop-contrast:  ;
+  --tw-backdrop-grayscale:  ;
+  --tw-backdrop-hue-rotate:  ;
+  --tw-backdrop-invert:  ;
+  --tw-backdrop-opacity:  ;
+  --tw-backdrop-saturate:  ;
+  --tw-backdrop-sepia:  ;
+}
+
+.fixed {
+  position: fixed;
+}
+
+.absolute {
+  position: absolute;
+}
+
+.relative {
+  position: relative;
+}
+
+.inset-y-0 {
+  top: 0px;
+  bottom: 0px;
+}
+
+.bottom-5 {
+  bottom: 1.25rem;
+}
+
+.left-5 {
+  left: 1.25rem;
+}
+
+.right-2 {
+  right: 0.5rem;
+}
+
+.z-50 {
+  z-index: 50;
+}
+
+.m-0 {
+  margin: 0px;
+}
+
+.-mx-2 {
+  margin-left: -0.5rem;
+  margin-right: -0.5rem;
+}
+
+.mt-1 {
+  margin-top: 0.25rem;
+}
+
+.flex {
+  display: flex;
+}
+
+.hidden {
+  display: none;
+}
+
+.w-full {
+  width: 100%;
+}
+
+.flex-1 {
+  flex: 1 1 0%;
+}
+
+.transform {
+  transform: translate(var(--tw-translate-x), var(--tw-translate-y)) rotate(var(--tw-rotate)) skewX(var(--tw-skew-x)) skewY(var(--tw-skew-y)) scaleX(var(--tw-scale-x)) scaleY(var(--tw-scale-y));
+}
+
+.items-center {
+  align-items: center;
+}
+
+.justify-center {
+  justify-content: center;
+}
+
+.gap-2 {
+  gap: 0.5rem;
+}
+
+.divide-y > :not([hidden]) ~ :not([hidden]) {
+  --tw-divide-y-reverse: 0;
+  border-top-width: calc(1px * calc(1 - var(--tw-divide-y-reverse)));
+  border-bottom-width: calc(1px * var(--tw-divide-y-reverse));
+}
+
+.rounded-md {
+  border-radius: 0.375rem;
+}
+
+.rounded-b {
+  border-bottom-right-radius: 0.25rem;
+  border-bottom-left-radius: 0.25rem;
+}
+
+.border {
+  border-width: 1px;
+}
+
+.bg-transparent {
+  background-color: transparent;
+}
+
+.bg-gradient-to-br {
+  background-image: linear-gradient(to bottom right, var(--tw-gradient-stops));
+}
+
+.from-gray-100\/80 {
+  --tw-gradient-from: rgb(243 244 246 / 0.8) var(--tw-gradient-from-position);
+  --tw-gradient-from-position:  ;
+  --tw-gradient-to: rgb(243 244 246 / 0)  var(--tw-gradient-from-position);
+  --tw-gradient-to-position:  ;
+  --tw-gradient-stops: var(--tw-gradient-from), var(--tw-gradient-to);
+}
+
+.via-white {
+  --tw-gradient-via-position:  ;
+  --tw-gradient-to: rgb(255 255 255 / 0)  var(--tw-gradient-to-position);
+  --tw-gradient-to-position:  ;
+  --tw-gradient-stops: var(--tw-gradient-from), #fff var(--tw-gradient-via-position), var(--tw-gradient-to);
+}
+
+.to-white {
+  --tw-gradient-to: #fff var(--tw-gradient-to-position);
+  --tw-gradient-to-position:  ;
+}
+
+.p-3 {
+  padding: 0.75rem;
+}
+
+.px-2 {
+  padding-left: 0.5rem;
+  padding-right: 0.5rem;
+}
+
+.px-5 {
+  padding-left: 1.25rem;
+  padding-right: 1.25rem;
+}
+
+.py-3 {
+  padding-top: 0.75rem;
+  padding-bottom: 0.75rem;
+}
+
+.pl-5 {
+  padding-left: 1.25rem;
+}
+
+.pr-8 {
+  padding-right: 2rem;
+}
+
+.font-sans {
+  font-family: ui-sans-serif, system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, "Noto Sans", sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Noto Color Emoji";
+}
+
+.text-sm {
+  font-size: 0.875rem;
+  line-height: 1.25rem;
+}
+
+.text-xs {
+  font-size: 0.75rem;
+  line-height: 1rem;
+}
+
+.font-bold {
+  font-weight: 700;
+}
+
+.text-gray-400 {
+  --tw-text-opacity: 1;
+  color: rgb(156 163 175 / var(--tw-text-opacity));
+}
+
+.text-gray-600 {
+  --tw-text-opacity: 1;
+  color: rgb(75 85 99 / var(--tw-text-opacity));
+}
+
+.text-gray-700 {
+  --tw-text-opacity: 1;
+  color: rgb(55 65 81 / var(--tw-text-opacity));
+}
+
+.text-gray-800 {
+  --tw-text-opacity: 1;
+  color: rgb(31 41 55 / var(--tw-text-opacity));
+}
+
+.shadow {
+  --tw-shadow: 0 1px 3px 0 rgb(0 0 0 / 0.1), 0 1px 2px -1px rgb(0 0 0 / 0.1);
+  --tw-shadow-colored: 0 1px 3px 0 var(--tw-shadow-color), 0 1px 2px -1px var(--tw-shadow-color);
+  box-shadow: var(--tw-ring-offset-shadow, 0 0 #0000), var(--tw-ring-shadow, 0 0 #0000), var(--tw-shadow);
+}
+
+.backdrop-blur-sm {
+  --tw-backdrop-blur: blur(4px);
+  -webkit-backdrop-filter: var(--tw-backdrop-blur) var(--tw-backdrop-brightness) var(--tw-backdrop-contrast) var(--tw-backdrop-grayscale) var(--tw-backdrop-hue-rotate) var(--tw-backdrop-invert) var(--tw-backdrop-opacity) var(--tw-backdrop-saturate) var(--tw-backdrop-sepia);
+          backdrop-filter: var(--tw-backdrop-blur) var(--tw-backdrop-brightness) var(--tw-backdrop-contrast) var(--tw-backdrop-grayscale) var(--tw-backdrop-hue-rotate) var(--tw-backdrop-invert) var(--tw-backdrop-opacity) var(--tw-backdrop-saturate) var(--tw-backdrop-sepia);
+}
+
+.transition {
+  transition-property: color, background-color, border-color, text-decoration-color, fill, stroke, opacity, box-shadow, transform, filter, -webkit-backdrop-filter;
+  transition-property: color, background-color, border-color, text-decoration-color, fill, stroke, opacity, box-shadow, transform, filter, backdrop-filter;
+  transition-property: color, background-color, border-color, text-decoration-color, fill, stroke, opacity, box-shadow, transform, filter, backdrop-filter, -webkit-backdrop-filter;
+  transition-timing-function: cubic-bezier(0.4, 0, 0.2, 1);
+  transition-duration: 150ms;
+}
+
+.delay-200 {
+  transition-delay: 200ms;
+}
+
+.duration-300 {
+  transition-duration: 300ms;
+}
+
+.hover\:bg-gray-100:hover {
+  --tw-bg-opacity: 1;
+  background-color: rgb(243 244 246 / var(--tw-bg-opacity));
+}
+
+.focus\:outline-none:focus {
+  outline: 2px solid transparent;
+  outline-offset: 2px;
+}
+
+@media (prefers-color-scheme: dark) {
+  .dark\:divide-gray-700 > :not([hidden]) ~ :not([hidden]) {
+    --tw-divide-opacity: 1;
+    border-color: rgb(55 65 81 / var(--tw-divide-opacity));
+  }
+
+  .dark\:border-gray-700 {
+    --tw-border-opacity: 1;
+    border-color: rgb(55 65 81 / var(--tw-border-opacity));
+  }
+
+  .dark\:from-gray-900\/80 {
+    --tw-gradient-from: rgb(17 24 39 / 0.8) var(--tw-gradient-from-position);
+    --tw-gradient-from-position:  ;
+    --tw-gradient-to: rgb(17 24 39 / 0)  var(--tw-gradient-from-position);
+    --tw-gradient-to-position:  ;
+    --tw-gradient-stops: var(--tw-gradient-from), var(--tw-gradient-to);
+  }
+
+  .dark\:via-gray-900 {
+    --tw-gradient-via-position:  ;
+    --tw-gradient-to: rgb(17 24 39 / 0)  var(--tw-gradient-to-position);
+    --tw-gradient-to-position:  ;
+    --tw-gradient-stops: var(--tw-gradient-from), #111827 var(--tw-gradient-via-position), var(--tw-gradient-to);
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+
+  .dark\:to-gray-900 {
+    --tw-gradient-to: #111827 var(--tw-gradient-to-position);
+    --tw-gradient-to-position:  ;
+  }
+
+  .dark\:text-gray-200 {
+    --tw-text-opacity: 1;
+    color: rgb(229 231 235 / var(--tw-text-opacity));
+  }
+
+  .dark\:text-gray-300 {
+    --tw-text-opacity: 1;
+    color: rgb(209 213 219 / var(--tw-text-opacity));
+  }
+
+  .dark\:text-gray-500 {
+    --tw-text-opacity: 1;
+    color: rgb(107 114 128 / var(--tw-text-opacity));
+  }
+
+  .dark\:text-white {
+    --tw-text-opacity: 1;
+    color: rgb(255 255 255 / var(--tw-text-opacity));
+  }
+
+  .dark\:hover\:bg-gray-800\/70:hover {
+    background-color: rgb(31 41 55 / 0.7);
+  }
+}
+
+@media (min-width: 768px) {
+  .md\:pl-0 {
+    padding-left: 0px;
+  }
+}
\ No newline at end of file
diff --git a/extensions/web-widget/index.html b/extensions/web-widget/index.html
new file mode 100644
index 00000000..896f4ec4
--- /dev/null
+++ b/extensions/web-widget/index.html
@@ -0,0 +1,12 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  <title>Chat Widget Test</title>
+    <link href="dist/output.css" rel="stylesheet">
+</head>
+<body>
+  <script src="dist/chat-widget.js"></script>
+</body>
+</html>
diff --git a/extensions/web-widget/package-lock.json b/extensions/web-widget/package-lock.json
new file mode 100644
index 00000000..af23ce53
--- /dev/null
+++ b/extensions/web-widget/package-lock.json
@@ -0,0 +1,1002 @@
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+}
diff --git a/extensions/web-widget/package.json b/extensions/web-widget/package.json
new file mode 100644
index 00000000..9034d153
--- /dev/null
+++ b/extensions/web-widget/package.json
@@ -0,0 +1,15 @@
+{
+  "name": "web-widget",
+  "version": "1.0.0",
+  "description": "",
+  "main": "index.js",
+  "scripts": {
+    "test": "echo \"Error: no test specified\" && exit 1"
+  },
+  "keywords": [],
+  "author": "",
+  "license": "ISC",
+  "devDependencies": {
+    "tailwindcss": "^3.3.1"
+  }
+}
diff --git a/extensions/web-widget/src/html/widget.html b/extensions/web-widget/src/html/widget.html
new file mode 100644
index 00000000..c5b9a191
--- /dev/null
+++ b/extensions/web-widget/src/html/widget.html
@@ -0,0 +1,58 @@
+<div id="docsgpt-widget" class="dark fixed bottom-5 left-5 pl-5 md:pl-0 z-50">
+<style>
+  @keyframes dotBounce {
+    0%, 80%, 100% {
+      transform: translateY(0);
+    }
+    40% {
+      transform: translateY(-5px);
+    }
+  }
+
+  .dot-animation {
+    display: inline-block;
+    animation: dotBounce 1s infinite ease-in-out;
+  }
+
+  .delay-200 {
+    animation-delay: 200ms;
+  }
+
+  .delay-400 {
+    animation-delay: 400ms;
+  }
+</style>
+
+
+<div class="divide-y dark:divide-gray-700 rounded-md border dark:border-gray-700 bg-gradient-to-br from-gray-100/80 via-white to-white dark:from-gray-900/80 dark:via-gray-900 dark:to-gray-900 font-sans shadow backdrop-blur-sm" style="width: 18rem; transform: translateY(0%) translateZ(0px);"><div>
+    <div class="flex items-center gap-2 p-3">
+        <div id="docsgpt-init-message" class="flex-1">
+            <h3 class="text-sm font-bold text-gray-700 dark:text-gray-200">Looking for help with documentation?</h3>
+            <p class="mt-1 text-xs text-gray-400 dark:text-gray-500">DocsGPT AI assistant will help you with docs</p>
+        </div>
+        <div id="docsgpt-answer" class="hidden">
+            <p class="mt-1 text-xs text-gray-600 dark:text-gray-300">Come cool  answer</p>
+        </div>
+
+    </div>
+</div>
+    <div class="w-full">
+        <button id="ask-docsgpt" class="flex w-full justify-center px-5 py-3 text-sm text-gray-800 font-bold dark:text-white transition duration-300 hover:bg-gray-100 rounded-b dark:hover:bg-gray-800/70">
+            Ask DocsGPT
+        </button>
+
+        <form id="docsgpt-chat-form" class="relative w-full m-0 hidden" style="opacity: 1;" data-projection-id="1">
+            <input id="docsgpt-chat-input" type="text" class="w-full bg-transparent px-5 py-3 pr-8 text-sm text-gray-700 dark:text-white focus:outline-none" placeholder="What do you want to do?" value="">
+            <button class="absolute inset-y-0 right-2 -mx-2 px-2" type="submit" style="opacity: 0;" data-projection-id="2">
+
+            </button>
+        </form>
+        <p id="docsgpt-chat-processing" class="hidden flex w-full justify-center px-5 py-3 text-sm text-gray-800 font-bold dark:text-white transition duration-300 rounded-b animate-fadeIn animate-2s">
+          Processing<span class="dot-animation">.</span><span class="dot-animation delay-200">.</span><span class="dot-animation delay-400">.</span>
+        </p>
+
+
+
+    </div>
+</div>
+</div>
\ No newline at end of file
diff --git a/extensions/web-widget/src/input.css b/extensions/web-widget/src/input.css
new file mode 100644
index 00000000..bd6213e1
--- /dev/null
+++ b/extensions/web-widget/src/input.css
@@ -0,0 +1,3 @@
+@tailwind base;
+@tailwind components;
+@tailwind utilities;
\ No newline at end of file
diff --git a/extensions/web-widget/src/js/script.js b/extensions/web-widget/src/js/script.js
new file mode 100644
index 00000000..56c9fe95
--- /dev/null
+++ b/extensions/web-widget/src/js/script.js
@@ -0,0 +1,56 @@
+const API_ENDPOINT = "http://localhost:5001/api/answer"; // Replace with your API endpoint
+
+const widgetInitMessage = document.getElementById("docsgpt-init-message");
+const widgetAnswerMessage = document.getElementById("docsgpt-answer");
+const widgetAnswerMessageP = widgetAnswerMessage.querySelector("p");
+const askDocsGPTButton = document.getElementById("ask-docsgpt");
+const chatInput = document.getElementById("docsgpt-chat-input");
+const chatForm = document.getElementById("docsgpt-chat-form");
+const chatProcessing = document.getElementById("docsgpt-chat-processing");
+
+async function sendMessage(message) {
+  const requestData = {
+    "question": message,
+    "active_docs": "default",
+    "api_key": "token",
+    "embeddings_key": "token",
+    "model": "default",
+    "history": null,
+  }
+  const response = await fetch(API_ENDPOINT, {
+    method: "POST",
+    headers: { "Content-Type": "application/json" },
+    body: JSON.stringify(requestData),
+  });
+  const data = await response.json();
+  return data.answer;
+}
+
+askDocsGPTButton.addEventListener("click", () => {
+  askDocsGPTButton.classList.add("hidden");
+  chatForm.classList.remove("hidden");
+  chatForm.focus();
+  widgetInitMessage.classList.remove("hidden");
+  widgetAnswerMessage.classList.add("hidden");
+
+
+});
+
+chatForm.addEventListener("submit", async (e) => {
+  e.preventDefault();
+  const message = chatInput.value.trim();
+  if (!message) return;
+
+  chatInput.value = "";
+  chatForm.classList.add("hidden");
+  chatProcessing.classList.remove("hidden");
+
+const reply = await sendMessage(message);
+chatProcessing.classList.add("hidden");
+
+// inside <p> tag
+widgetAnswerMessageP.innerHTML = reply;
+widgetAnswerMessage.classList.remove("hidden");
+widgetInitMessage.classList.add("hidden");
+askDocsGPTButton.classList.remove("hidden");
+});
\ No newline at end of file
diff --git a/extensions/web-widget/tailwind.config.js b/extensions/web-widget/tailwind.config.js
new file mode 100644
index 00000000..351d0342
--- /dev/null
+++ b/extensions/web-widget/tailwind.config.js
@@ -0,0 +1,10 @@
+/** @type {import('tailwindcss').Config} */
+module.exports = {
+  content: ["./src/**/*.{html,js}"],
+  theme: {
+    extend: {},
+  },
+  plugins: [],
+}
+
+