diff --git a/.eslintrc.json b/.eslintrc.json
new file mode 100644
index 0000000..ea782d7
--- /dev/null
+++ b/.eslintrc.json
@@ -0,0 +1,3 @@
+{
+  "extends": "next/core-web-vitals"
+}
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..be9d92d
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,39 @@
+# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
+
+# dependencies
+/node_modules
+/.pnp
+.pnp.js
+
+# testing
+/coverage
+
+# next.js
+/.next/
+/out/
+
+# production
+/build
+
+# misc
+.DS_Store
+*.pem
+
+# debug
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+.pnpm-debug.log*
+
+# local env files
+.env*.local
+.env
+docs.json
+embedding.json
+
+# vercel
+.vercel
+
+# typescript
+*.tsbuildinfo
+next-env.d.ts
diff --git a/.prettierrc b/.prettierrc
new file mode 100644
index 0000000..3fdc523
--- /dev/null
+++ b/.prettierrc
@@ -0,0 +1,6 @@
+{
+  "trailingComma": "all",
+  "singleQuote": true,
+  "printWidth": 80,
+  "tabWidth": 2
+}
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..02bfdbb
--- /dev/null
+++ b/README.md
@@ -0,0 +1,187 @@
+# GPT-4 & LangChain - Create a ChatGPT Chatbot for Your PDF Files
+
+Use the new GPT-4 api to build a chatGPT chatbot for multiple Large PDF files.
+
+Tech stack used includes LangChain, Pinecone, Typescript, Openai, and Next.js. LangChain is a framework that makes it easier to build scalable AI/LLM apps and chatbots. Pinecone is a vectorstore for storing embeddings and your PDF in text to later retrieve similar docs.
+
+The visual guide of this repo and tutorial is in the `visual guide` folder.
+
+**If you run into errors, please review the troubleshooting section further down this page.**
+
+## Development
+
+1. Make sure you have installed node and yarn
+
+[Node installation](https://nodejs.org/en/download)
+
+Yarn installation in your terminal after installing node
+
+`npm install -g yarn`
+
+Check that both are installed.
+
+```
+node -v
+yarn -v
+```
+
+Node must be at least version 18.x.x
+
+Clone the repo
+
+2. Install packages
+
+```
+yarn install
+```
+
+You should see a `node_modules` folder afterwards.
+
+3. In the `config` folder, replace the `PINECONE_NAME_SPACE` with a `namespace` where you'd like to store your embeddings on Pinecone when you run `npm run ingest` manually or use the `api/ingest` via uploading on the frontend. This namespace will later be used for queries and retrieval.
+
+---
+
+## If you want to "ingest" manually
+
+---
+
+Set up your `.env` file and insert credentials
+
+- Copy `.env.example` into `.env`
+  Your `.env` file should look like this:
+
+```
+OPENAI_API_KEY=
+
+PINECONE_API_KEY=
+PINECONE_ENVIRONMENT=
+
+PINECONE_INDEX_NAME=
+
+```
+
+- Visit [openai](https://help.openai.com/en/articles/4936850-where-do-i-find-my-secret-api-key) to retrieve API keys and insert into your `.env` file.
+- Visit [pinecone](https://pinecone.io/) to create and retrieve your API keys, and also retrieve your environment and index name from the dashboard.
+
+### Convert your PDF files to embeddings
+
+**This repo can load multiple PDF files**
+
+1. Inside `docs` folder, add your pdf files or folders that contain pdf files.
+
+2. Run the script `npm run ingest` to 'ingest' and embed your docs. If you run into errors troubleshoot below.
+
+3. Check Pinecone dashboard to verify your namespace and vectors have been added.
+
+**You can also manually ingest other file types by adding more loaders to the `DirectoryLoader`**
+
+### Chat with your docs
+
+Run `npm run dev` to load `localhost:3000`, then visit the `Chatbot` page to chat with your docs.
+
+---
+
+## If you want to "ingest" via the UI upload
+
+---
+
+If you would prefer to use the UI upload in `upload` page, you don't need to `.env` file.
+
+First, run `npm run dev` to load `localhost:3000`, then click on `Add credentials` to input your key credentials. Then click `Save.`
+
+Drag or upload a file into the upload area and then click `upload`. You should then be redirected to the chatbot.
+
+## Adapting for your use case
+
+In `utils/makechain.ts` chain change the `QA_PROMPT` prompt for your own usecase. Change `modelName` in `OpenAI` to `gpt-4`, if you have access `gpt-4` api.
+
+## Troubleshooting
+
+**General errors**
+
+- Make sure you're running the latest Node version. Run `node -v`
+- Make sure you're using the same versions of LangChain and Pinecone as this repo.
+- Check that you've created an `.env` file that contains your valid (and working) API keys, environment and index name.
+- If you change `modelName` in `OpenAI` note that you need access to `gpt-4` for it to work.
+- Make sure you have access to `gpt-4` if you decide to use it. Test your openAI keys outside the repo and make sure it works and that you have enough API credits.
+- Your pdf file is corrupted and cannot be parsed.
+
+**Pinecone errors**
+
+- Make sure your pinecone dashboard `environment` and `index` matches the one in the `pinecone.ts` and `.env` files.
+- Check that you've set the vector dimensions to `1536`.
+- Make sure your pinecone namespace is in lowercase.
+- Pinecone indexes of users on the Starter(free) plan are deleted after 7 days of inactivity. To prevent this, send an API request to Pinecone to reset the counter.
+- Retry from scratch with a new Pinecone index and cloned repo.
+
+## Deployment
+
+## Key files
+
+`config/fileuploadconfig.ts`: Controls to the maxfilesize and maxnumberfiles allowed per upload. These settings are preconfigured for Vercel serveless function limits.
+
+`utils/extractTextFromFiles.ts`: handles the logic for 'loading' various file types.
+
+`utils/manualPDFLoader.ts`: this file is used for the manual ingest process run in `ingest-data.ts`
+
+`utils/customPDFLoader`: The PDF 'loader' that parses the uploaded files into LangChain `Documents`. Modify the `metadata` as required.
+
+`utils/formidable.ts`: Responsible for parsing uploading files.
+
+`utils/makechain.ts`: Logic responsible for combining question to standalone question, retrieving relevant docs and then outputting a final result. Change the `OpenAIChat` `modelName` to `gpt-3.5-turbo` if you don't have access to `gpt-4`. Modify the `QA_Prompt` for your use case.
+
+`utils/pinecone-client.ts`: The pinecone client that takes credentials from the UI.
+
+`utils/pinecone-local-client.ts`: The pinecone client that uses the credentials from the `.env` file.
+
+`api/ingest.ts`: Api route responsible for 'ingesting' the uploaded files.
+
+`api/ingest-url.ts`: Api route responsible for 'ingesting' uploaded url.
+
+`api/delete-namespace.ts`: Api route responsible for delete the specified namespace from the index. Use the `pinecone-local-client.ts`
+
+`api/chat.ts`: Api route responsible for the 'chat' process, including retrieval of relevant documents.
+
+`pages/credentials.tsx`: Main page for uploading credentials from the UI.
+
+`components/FileUploadArea.tsx`: The file upload drop area. Modify the accepted files here as well the number of files allowed and max file size.
+
+`public`: In the public folder you can change the default images of bot and user. Make sure to change the file names in the frontend `components/chat.tsx` as well:
+
+For example:
+
+```
+<Image
+    key={index}
+    src="/bot-image.png" //change this to your new image name in public folder
+
+```
+
+## Deployment
+
+**Please note that eslint and typescript errors are ignored in the `next.config.js` file by default. If you would like to throw errors during production build remove these configs**
+
+There are a couple of high-level options for deploying your app:
+
+a.
+Deploying to a VM or container
+Persistent filesystem means you can save and load files from disk
+Always-running process means you can cache some things in memory
+You can support long-running requests, such as WebSockets
+
+b.
+Deploying to a serverless environment
+No persistent filesystem means you can load files from disk, but not save them for later
+Cold start means you can't cache things in memory and expect them to be cached between requests
+Function timeouts mean you can't support long-running requests, such as WebSockets
+Some other considerations include:
+
+Options:
+
+- [Vercel](https://vercel.com/docs/concepts/deployments/overview)
+- [Fly.io](https://fly.io/)
+- [Render](https://render.com/docs/deploy-to-render)
+
+## Credits
+
+[chat-langchainjs](https://github.com/sullivan-sean/chat-langchainjs/tree/main)
diff --git a/components/Chat.tsx b/components/Chat.tsx
new file mode 100644
index 0000000..9ece5da
--- /dev/null
+++ b/components/Chat.tsx
@@ -0,0 +1,171 @@
+import styles from '@/styles/Home.module.css';
+import {
+  Accordion,
+  AccordionContent,
+  AccordionItem,
+  AccordionTrigger,
+} from '@/components/ui/accordion';
+import ReactMarkdown from 'react-markdown';
+import Image from 'next/image';
+import LoadingDots from './ui/loadingdots';
+import { Document } from 'langchain/document';
+import { Message } from '@/types/chat';
+import { ChatBotSettings } from './ChatBotSettings';
+
+interface ChatProps {
+  chatMessages: (
+    | Message
+    | {
+        type: string;
+        message: string;
+        sourceDocs: Document[] | undefined;
+      }
+  )[];
+  loading: boolean;
+  textAreaRef: React.RefObject<HTMLTextAreaElement>;
+  handleSubmit: (e: React.FormEvent<HTMLFormElement>) => void;
+  handleEnter: (e: React.KeyboardEvent<HTMLTextAreaElement>) => void;
+  setQuery: React.Dispatch<React.SetStateAction<string>>;
+  query: string;
+  sourceDocs?: Document[];
+  messageListRef: React.RefObject<HTMLDivElement>;
+}
+
+export function Chat({
+  chatMessages,
+  loading,
+  textAreaRef,
+  handleSubmit,
+  handleEnter,
+  setQuery,
+  query,
+  messageListRef,
+}: ChatProps) {
+  return (
+    <>
+      <div className="flex flex-col">
+        <div className="space-y-2">
+          <ChatBotSettings />
+        </div>
+        <div className={styles.cloud}>
+          <div ref={messageListRef} className={styles.messagelist}>
+            {chatMessages.map((message, index) => {
+              let icon;
+              let className;
+              if (message.type === 'apiMessage') {
+                icon = (
+                  <Image
+                    key={index}
+                    src="/bot-image.png"
+                    alt="AI"
+                    width="40"
+                    height="40"
+                    className={styles.boticon}
+                    priority
+                  />
+                );
+                className = styles.apimessage;
+              } else {
+                icon = (
+                  <Image
+                    key={index}
+                    src="/usericon.png"
+                    alt="Me"
+                    width="30"
+                    height="30"
+                    className={styles.usericon}
+                    priority
+                  />
+                );
+                // The latest message sent by the user will be animated while waiting for a response
+                className =
+                  loading && index === chatMessages.length - 1
+                    ? styles.usermessagewaiting
+                    : styles.usermessage;
+              }
+              return (
+                <>
+                  <div key={`chatMessage-${index}`} className={className}>
+                    {icon}
+                    <div className={styles.markdownanswer}>
+                      <ReactMarkdown linkTarget="_blank">
+                        {message.message}
+                      </ReactMarkdown>
+                    </div>
+                  </div>
+                  {message.sourceDocs && (
+                    <div className="p-5" key={`sourceDocsAccordion-${index}`}>
+                      <Accordion type="single" collapsible className="flex-col">
+                        {message.sourceDocs.map((doc, index) => (
+                          <div key={`sourceDoc-${index}`}>
+                            <AccordionItem value={`item-${index}`}>
+                              <AccordionTrigger>
+                                <h3>Source {index + 1}</h3>
+                              </AccordionTrigger>
+                              <AccordionContent>
+                                <ReactMarkdown linkTarget="_blank">
+                                  {doc.pageContent}
+                                </ReactMarkdown>
+                                <p className="mt-2">
+                                  <b>Source:</b> {doc.metadata.source}
+                                </p>
+                              </AccordionContent>
+                            </AccordionItem>
+                          </div>
+                        ))}
+                      </Accordion>
+                    </div>
+                  )}
+                </>
+              );
+            })}
+          </div>
+        </div>
+        <div className={styles.center}>
+          <div className={styles.cloudform}>
+            <form onSubmit={handleSubmit}>
+              <textarea
+                disabled={loading}
+                onKeyDown={handleEnter}
+                ref={textAreaRef}
+                autoFocus={false}
+                rows={1}
+                maxLength={512}
+                id="userInput"
+                name="userInput"
+                placeholder={
+                  loading
+                    ? 'Waiting for response...'
+                    : 'What is this document about?'
+                }
+                value={query}
+                onChange={(e) => setQuery(e.target.value)}
+                className={styles.textarea}
+              />
+              <button
+                type="submit"
+                disabled={loading}
+                className={styles.generatebutton}
+              >
+                {loading ? (
+                  <div className={styles.loadingwheel}>
+                    <LoadingDots color="#000" />
+                  </div>
+                ) : (
+                  // Send icon SVG in input field
+                  <svg
+                    viewBox="0 0 20 20"
+                    className={styles.svgicon}
+                    xmlns="http://www.w3.org/2000/svg"
+                  >
+                    <path d="M10.894 2.553a1 1 0 00-1.788 0l-7 14a1 1 0 001.169 1.409l5-1.429A1 1 0 009 15.571V11a1 1 0 112 0v4.571a1 1 0 00.725.962l5 1.428a1 1 0 001.17-1.408l-7-14z"></path>
+                  </svg>
+                )}
+              </button>
+            </form>
+          </div>
+        </div>
+      </div>
+    </>
+  );
+}
diff --git a/components/ChatBotSettings.tsx b/components/ChatBotSettings.tsx
new file mode 100644
index 0000000..8925889
--- /dev/null
+++ b/components/ChatBotSettings.tsx
@@ -0,0 +1,138 @@
+import { Button } from '@/components/ui/button';
+import { useEffect, useState } from 'react';
+import { Credentials } from './Credentials';
+import {
+  Dialog,
+  DialogContent,
+  DialogDescription,
+  DialogFooter,
+  DialogHeader,
+  DialogTitle,
+  DialogTrigger,
+} from '@/components/ui/dialog';
+import { useToast } from '@/hooks/use-toast';
+import { useCredentialsCookie } from '@/context/credentials-context';
+import { useRouter } from 'next/router';
+import { Loader2 } from 'lucide-react';
+
+export function ChatBotSettings() {
+  const [isOpen, setIsOpen] = useState(false);
+  const [loading, setLoading] = useState<boolean>(false);
+  const { cookieValue } = useCredentialsCookie();
+  const { toast } = useToast();
+  const router = useRouter();
+
+  useEffect(() => {
+    if (router.pathname === '/chatbot') {
+      setIsOpen(true);
+    }
+  }, [router.pathname]);
+
+  //event type is React.MouseEvent<HTMLButtonElement, MouseEvent>
+
+  const handleUploadClick = (e: React.MouseEvent<HTMLButtonElement>) => {
+    e.preventDefault();
+    router.push('/');
+  };
+
+  function hasMissingCredentials() {
+    return (
+      !cookieValue ||
+      !cookieValue.openaiApiKey ||
+      !cookieValue.pineconeApiKey ||
+      !cookieValue.pineconeEnvironment ||
+      !cookieValue.pineconeIndex
+    );
+  }
+
+  const handleNameSpaceDeletion = async () => {
+    if (hasMissingCredentials()) {
+      toast({
+        title: 'Please enter your credentials',
+        description: 'You need to enter your API keys to upload files.',
+        variant: 'destructive',
+      });
+      return;
+    }
+
+    setLoading(true);
+
+    try {
+      const response = await fetch('/api/delete-namespace', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+        },
+
+        body: JSON.stringify({
+          credentials: cookieValue,
+        }),
+      });
+
+      const data = await response.json();
+      console.log('data', data);
+
+      if (data.error) {
+        toast({
+          title: 'Something went wrong',
+          description: data.error,
+          variant: 'destructive',
+        });
+        setLoading(false);
+        return;
+      }
+
+      toast({
+        title: 'Success',
+        description: 'Your namespace has been deleted',
+        variant: 'default',
+      });
+      setLoading(false);
+      setIsOpen(false);
+      router.push('/');
+    } catch (error) {
+      setLoading(false);
+      console.log('error', error);
+    }
+  };
+
+  return (
+    <>
+      <div className="space-x-2">
+        <Dialog open={isOpen} onOpenChange={(open) => setIsOpen(open)}>
+          <DialogTrigger asChild>
+            <Button variant="outline">Modify Files </Button>
+          </DialogTrigger>
+          <DialogContent className="sm:max-w-[425px]">
+            <DialogHeader>
+              <DialogTitle>Upload or Delete Files</DialogTitle>
+              <DialogDescription>
+                <b className="font-bold">
+                  If you do not need to upload or delete files, you can close
+                  this window.
+                </b>
+                <br></br>
+                Make sure you have already uploaded a file or website url before
+                using the chat. If not, click {'upload new document'}.<br></br>
+                <br />
+                If you have already uploaded but prefer to use a new file or
+                website url, please click {'delete document'} first before
+                re-uploading.
+              </DialogDescription>
+            </DialogHeader>
+            <DialogFooter>
+              <Button type="button" onClick={handleNameSpaceDeletion}>
+                {loading && <Loader2 className="mr-2 h-4 w-4 animate-spin" />}
+                Delete document
+              </Button>
+              <Button type="button" onClick={handleUploadClick}>
+                Upload new document
+              </Button>
+            </DialogFooter>
+          </DialogContent>
+        </Dialog>
+        <Credentials />
+      </div>
+    </>
+  );
+}
diff --git a/components/Credentials.tsx b/components/Credentials.tsx
new file mode 100644
index 0000000..bb27218
--- /dev/null
+++ b/components/Credentials.tsx
@@ -0,0 +1,143 @@
+import React, { useEffect, useState } from 'react';
+import { useCredentialsCookie } from '@/context/credentials-context';
+import * as DialogPrimitive from '@radix-ui/react-dialog';
+import { FileKey } from 'lucide-react';
+import { Button } from '@/components/ui/button';
+import {
+  Dialog,
+  DialogContent,
+  DialogDescription,
+  DialogHeader,
+  DialogTitle,
+  DialogTrigger,
+} from '@/components/ui/dialog';
+import { Input } from '@/components/ui/input';
+import { Label } from '@/components/ui/label';
+
+export function Credentials() {
+  const { cookieValue, setAndSaveCookieValue } = useCredentialsCookie() as any;
+  const [openaiApiKey, setOpenaiApiKey] = useState(cookieValue.openaiApiKey);
+  const [pineconeEnvironment, setPineconeEnvironment] = useState(
+    cookieValue.pineconeEnvironment,
+  );
+  const [pineconeIndex, setPineconeIndex] = useState(cookieValue.pineconeIndex);
+  const [pineconeApiKey, setPineconeApiKey] = useState(
+    cookieValue.pineconeApiKey,
+  );
+
+  useEffect(() => {
+    if (cookieValue) {
+      setOpenaiApiKey(cookieValue.openaiApiKey);
+      setPineconeEnvironment(cookieValue.pineconeEnvironment);
+      setPineconeIndex(cookieValue.pineconeIndex);
+      setPineconeApiKey(cookieValue.pineconeApiKey);
+    }
+  }, [cookieValue]);
+
+  const handleOpenaiApiKeyChange = (e: React.ChangeEvent<HTMLInputElement>) => {
+    setOpenaiApiKey(e.target.value);
+  };
+  const handlePineconeEnvironmentChange = (
+    e: React.ChangeEvent<HTMLInputElement>,
+  ) => {
+    setPineconeEnvironment(e.target.value);
+  };
+  const handlePineconeIndexChange = (
+    e: React.ChangeEvent<HTMLInputElement>,
+  ) => {
+    setPineconeIndex(e.target.value);
+  };
+  const handlePineconeApiKeyChange = (
+    e: React.ChangeEvent<HTMLInputElement>,
+  ) => {
+    console.log('e.target.value', e.target.value);
+
+    setPineconeApiKey(e.target.value);
+  };
+
+  const handleSaveCredentials = () => {
+    setAndSaveCookieValue({
+      openaiApiKey,
+      pineconeEnvironment,
+      pineconeIndex,
+      pineconeApiKey,
+    });
+  };
+
+  return (
+    <Dialog>
+      <DialogTrigger asChild>
+        <Button variant="outline">
+          <FileKey className="mr-2 h-4 w-4" />
+          Add Your Credentials to Use the App
+        </Button>
+      </DialogTrigger>
+      <DialogContent className="sm:max-w-[625px]">
+        <DialogHeader>
+          <DialogTitle>Add credentials to use the App</DialogTitle>
+          <DialogDescription>
+            Your credentials are required to make API calls to OpenAI and
+            Pinecone. They will be saved in browser cookie and expire in 7 days,
+            but your data will never be stored anywhere in the server.
+          </DialogDescription>
+        </DialogHeader>
+        <div className="grid gap-4 py-4">
+          <div className="grid grid-cols-4 items-center gap-4">
+            <Label htmlFor="openai-api-key" className="text-right">
+              OpenAI API Key
+            </Label>
+            <Input
+              id="openai-api-key"
+              value={openaiApiKey}
+              placeholder="sk-***************************"
+              className="col-span-3"
+              onChange={handleOpenaiApiKeyChange}
+            />
+          </div>
+
+          <div className="grid grid-cols-4 items-center gap-4">
+            <Label htmlFor="pinecone-api-key" className="text-right">
+              Pinecone API Key
+            </Label>
+            <Input
+              id="pinecone-api-key"
+              value={pineconeApiKey}
+              placeholder="*****-****-****"
+              className="col-span-3"
+              onChange={handlePineconeApiKeyChange}
+            />
+          </div>
+
+          <div className="grid grid-cols-4 items-center gap-4">
+            <Label htmlFor="pinecone-environment" className="text-right">
+              Pinecone Environment
+            </Label>
+            <Input
+              id="pinecone-environment"
+              value={pineconeEnvironment}
+              placeholder="Insert your pinecone environment"
+              className="col-span-3"
+              onChange={handlePineconeEnvironmentChange}
+            />
+          </div>
+
+          <div className="grid grid-cols-4 items-center gap-4">
+            <Label htmlFor="pinecone-index" className="text-right">
+              Pinecone Index Name
+            </Label>
+            <Input
+              id="pinecone-index"
+              value={pineconeIndex}
+              placeholder="Insert your pinecone index"
+              className="col-span-3"
+              onChange={handlePineconeIndexChange}
+            />
+          </div>
+        </div>
+        <DialogPrimitive.Close asChild>
+          <Button onClick={handleSaveCredentials}>Save changes</Button>
+        </DialogPrimitive.Close>
+      </DialogContent>
+    </Dialog>
+  );
+}
diff --git a/components/FileUploadArea.tsx b/components/FileUploadArea.tsx
new file mode 100644
index 0000000..c3c43b7
--- /dev/null
+++ b/components/FileUploadArea.tsx
@@ -0,0 +1,160 @@
+import { useDropzone } from 'react-dropzone';
+import { useCallback } from 'react';
+import { Button } from '@/components/ui/button';
+import { Loader2 } from 'lucide-react';
+import { useToast } from '@/hooks/use-toast';
+
+interface FileUploadAreaProps {
+  setFiles: (files: any) => void;
+  isUploading: boolean;
+  handleFileUpload: () => void;
+  files: any;
+  maxFileSizeMB: number;
+  maxNumFiles: number;
+}
+
+export function FileUploadArea({
+  setFiles,
+  isUploading,
+  handleFileUpload,
+  files,
+  maxFileSizeMB,
+  maxNumFiles,
+}: FileUploadAreaProps) {
+  console.log('files', files);
+
+  const { toast } = useToast();
+  const onDrop = useCallback((acceptedFiles: any, fileRejections: any) => {
+    if (fileRejections.length > 0) {
+      switch (fileRejections[0].errors[0].code) {
+        case 'file-too-large':
+          toast({
+            title: 'File size too large',
+            description: `Please upload file(s) smaller than ${maxFileSizeMB}MB`,
+            variant: 'destructive',
+          });
+          break;
+        case 'too-many-files':
+          toast({
+            title: 'Too many files',
+            description: `Please upload a maximum of ${maxNumFiles} files`,
+            variant: 'destructive',
+          });
+          break;
+        case 'file-invalid-type':
+          toast({
+            title: 'Invalid file type',
+            description: 'Please upload a valid file type',
+            variant: 'destructive',
+          });
+          break;
+        default:
+          toast({
+            title: 'Error',
+            description: 'Please try again',
+            variant: 'destructive',
+          });
+          break;
+      }
+    } else {
+      setFiles(acceptedFiles);
+    }
+  }, []);
+
+  const maxFileSize = maxFileSizeMB * 1024 * 1024;
+
+  const { getRootProps, getInputProps, isDragActive, fileRejections } =
+    useDropzone({
+      onDrop,
+      accept: {
+        'application/pdf': ['.pdf'],
+        'text/plain': ['.txt', '.md'],
+        'application/vnd.openxmlformats-officedocument.wordprocessingml.document':
+          ['.docx'],
+        'text/csv': ['.csv'],
+      },
+      maxFiles: maxNumFiles,
+      maxSize: maxFileSize,
+      validator: (file: any) => {
+        console.log('file size', file);
+        if (file.size > maxFileSize) {
+          return {
+            code: 'file-too-large',
+            message: `File is too large, total max size allowed is ${maxFileSizeMB}MB`,
+          };
+        }
+        return null;
+      },
+    });
+
+  /**
+   * Uncomment this to see the fileRejectionItems for debugging
+   */
+  // const fileRejectionItems = fileRejections.map(({ file, errors }) => {
+  //   console.log('file', file);
+
+  //   return (
+  //     <li key={file.path}>
+  //       {file.path} - {file.size} bytes
+  //       <ul>
+  //         {errors.map((e) => (
+  //           <li key={e.code}>
+  //             {e.message}
+  //             {e.code}
+  //           </li>
+  //         ))}
+  //       </ul>
+  //     </li>
+  //   );
+  // });
+
+  return (
+    <div className="flex flex-col items-start gap-2 min-w-[400px]">
+      <h2 className="mt-10 scroll-m-20 pb-2 text-lg font-semibold tracking-tight transition-colors first:mt-0">
+        Upload one or more files
+      </h2>
+      <div
+        className="w-full rounded-md border border-slate-200 p-0 dark:border-slate-700"
+        {...getRootProps()}
+      >
+        {/* <h4>{fileRejectionItems}</h4> */}
+        <div className="flex min-h-[150px] cursor-pointer items-center justify-center p-10 hover:bg-gray-100">
+          <input {...getInputProps()} />
+          {files ? (
+            <ul>
+              {files.map((file: any) => (
+                <li key={file.name} className="space-y-2">
+                  *{file.name}*
+                </li>
+              ))}
+            </ul>
+          ) : (
+            <>
+              {isDragActive ? (
+                <p>Drop the files here ...</p>
+              ) : (
+                <p>
+                  Drag and drop file(s) here, or click to select files.
+                  <br />
+                  Accepts .pdf, .txt, .md, .docx, .csv, .json
+                  <br></br>(max 3 files & 4MB total upload size)
+                </p>
+              )}
+            </>
+          )}
+        </div>
+      </div>
+      <Button
+        type="button"
+        onClick={handleFileUpload}
+        disabled={
+          !files || isUploading
+          // hasMissingCredentials()
+        }
+      >
+        {isUploading && <Loader2 className="mr-2 h-4 w-4 animate-spin" />}
+        Upload
+      </Button>
+    </div>
+  );
+}
diff --git a/components/WebsiteUrlUpload.tsx b/components/WebsiteUrlUpload.tsx
new file mode 100644
index 0000000..90a087c
--- /dev/null
+++ b/components/WebsiteUrlUpload.tsx
@@ -0,0 +1,63 @@
+import { Button } from '@/components/ui/button';
+import { Input } from '@/components/ui/input';
+import { urlPattern } from '@/utils/helpers';
+import { Loader2 } from 'lucide-react';
+import { useCredentialsCookie } from '@/context/credentials-context';
+
+interface WebUploadProps {
+  handleUrlUpload: () => void;
+  isUploadingUrl: boolean;
+  handleUrlChange: (e: React.ChangeEvent<HTMLInputElement>) => void;
+  url: string;
+}
+
+export function WebUpload({
+  handleUrlUpload,
+  isUploadingUrl,
+  handleUrlChange,
+  url,
+}: WebUploadProps) {
+  const { cookieValue } = useCredentialsCookie();
+
+  const handleEnter = (e: any) => {
+    if (e.key === 'Enter') {
+      handleUrlUpload();
+    }
+  };
+
+  const hasMissingCredentials = () => {
+    return (
+      !cookieValue?.openaiApiKey ||
+      !cookieValue?.pineconeApiKey ||
+      !cookieValue?.pineconeEnvironment ||
+      !cookieValue?.pineconeIndex
+    );
+  };
+  return (
+    <div className="max-w-md w-full mt-10">
+      <h2 className="mt-10 scroll-m-20 border-b border-b-slate-100 pb-2 text-lg font-semibold tracking-tight transition-colors first:mt-0 dark:border-b-slate-300">
+        Insert a Website Url
+      </h2>
+      <div className="flex w-fullitems-center space-x-2">
+        <Input
+          type="text"
+          placeholder="https://openai.com/blog/chatgpt"
+          className="w-full"
+          onChange={handleUrlChange}
+          value={url}
+        />
+        <Button
+          type="button"
+          onClick={handleUrlUpload}
+          disabled={
+            isUploadingUrl || url.length === 0 || !urlPattern.test(url)
+            // hasMissingCredentials()
+          }
+        >
+          {isUploadingUrl && <Loader2 className="mr-2 h-4 w-4 animate-spin" />}
+          Search
+        </Button>
+      </div>
+    </div>
+  );
+}
diff --git a/components/layout.tsx b/components/layout.tsx
new file mode 100644
index 0000000..fff76e6
--- /dev/null
+++ b/components/layout.tsx
@@ -0,0 +1,42 @@
+import Link from 'next/link';
+
+interface LayoutProps {
+  children?: React.ReactNode;
+}
+
+export default function Layout({ children }: LayoutProps) {
+  return (
+    <div className="mx-auto flex flex-col space-y-4">
+      <header className="container sticky top-0 z-40 bg-white">
+        <div className="h-16 border-b border-b-slate-200 py-4">
+          <nav className="flex ml-4 pl-6 mr-4 pr-6 justify-between">
+            <div className="space-x-6">
+              <Link href="/" className="hover:text-slate-600 cursor-pointer">
+                Upload
+              </Link>
+              <Link
+                href="/chatbot"
+                className="hover:text-slate-600 cursor-pointer"
+              >
+                ChatBot
+              </Link>
+            </div>
+            <div>
+              <Link
+                href="/about"
+                className="underline-offset-4 underline hover:text-slate-600 cursor-pointer"
+              >
+                How it works
+              </Link>
+            </div>
+          </nav>
+        </div>
+      </header>
+      <div>
+        <main className="flex w-full flex-1 flex-col overflow-hidden">
+          {children}
+        </main>
+      </div>
+    </div>
+  );
+}
diff --git a/components/ui/accordion.tsx b/components/ui/accordion.tsx
new file mode 100644
index 0000000..00524f5
--- /dev/null
+++ b/components/ui/accordion.tsx
@@ -0,0 +1,61 @@
+import * as React from 'react';
+import * as AccordionPrimitive from '@radix-ui/react-accordion';
+import { ChevronDown } from 'lucide-react';
+
+import { cn } from '@/utils/cn';
+
+const Accordion = AccordionPrimitive.Root;
+
+const AccordionItem = React.forwardRef<
+  React.ElementRef<typeof AccordionPrimitive.Item>,
+  React.ComponentPropsWithoutRef<typeof AccordionPrimitive.Item>
+>(({ className, ...props }, ref) => (
+  <AccordionPrimitive.Item
+    ref={ref}
+    className={cn(
+      'border-b border-b-slate-200 dark:border-b-slate-700',
+      className,
+    )}
+    {...props}
+  />
+));
+AccordionItem.displayName = 'AccordionItem';
+
+const AccordionTrigger = React.forwardRef<
+  React.ElementRef<typeof AccordionPrimitive.Trigger>,
+  React.ComponentPropsWithoutRef<typeof AccordionPrimitive.Trigger>
+>(({ className, children, ...props }, ref) => (
+  <AccordionPrimitive.Header className="flex">
+    <AccordionPrimitive.Trigger
+      ref={ref}
+      className={cn(
+        'flex flex-1 items-center justify-between py-4 font-medium transition-all hover:underline [&[data-state=open]>svg]:rotate-180',
+        className,
+      )}
+      {...props}
+    >
+      {children}
+      <ChevronDown className="h-4 w-4 transition-transform duration-200" />
+    </AccordionPrimitive.Trigger>
+  </AccordionPrimitive.Header>
+));
+AccordionTrigger.displayName = AccordionPrimitive.Trigger.displayName;
+
+const AccordionContent = React.forwardRef<
+  React.ElementRef<typeof AccordionPrimitive.Content>,
+  React.ComponentPropsWithoutRef<typeof AccordionPrimitive.Content>
+>(({ className, children, ...props }, ref) => (
+  <AccordionPrimitive.Content
+    ref={ref}
+    className={cn(
+      'data-[state=open]:animate-accordion-down data-[state=closed]:animate-accordion-up overflow-hidden text-sm transition-all',
+      className,
+    )}
+    {...props}
+  >
+    <div className="pt-0 pb-4">{children}</div>
+  </AccordionPrimitive.Content>
+));
+AccordionContent.displayName = AccordionPrimitive.Content.displayName;
+
+export { Accordion, AccordionItem, AccordionTrigger, AccordionContent };
diff --git a/components/ui/button.tsx b/components/ui/button.tsx
new file mode 100644
index 0000000..7557be3
--- /dev/null
+++ b/components/ui/button.tsx
@@ -0,0 +1,53 @@
+import * as React from 'react';
+import { VariantProps, cva } from 'class-variance-authority';
+
+import { cn } from '@/utils/cn';
+
+const buttonVariants = cva(
+  'inline-flex items-center justify-center rounded-md text-sm font-medium transition-colors focus:outline-none focus:ring-2 focus:ring-slate-400 focus:ring-offset-2 dark:hover:bg-slate-800 dark:hover:text-slate-100 disabled:opacity-50 dark:focus:ring-slate-400 disabled:pointer-events-none dark:focus:ring-offset-slate-900 data-[state=open]:bg-slate-100 dark:data-[state=open]:bg-slate-800',
+  {
+    variants: {
+      variant: {
+        default:
+          'bg-slate-900 text-white hover:bg-slate-700 dark:bg-slate-50 dark:text-slate-900',
+        destructive:
+          'bg-red-500 text-white hover:bg-red-600 dark:hover:bg-red-600',
+        outline:
+          'bg-transparent border border-slate-200 hover:bg-slate-100 dark:border-slate-700 dark:text-slate-100',
+        subtle:
+          'bg-slate-100 text-slate-900 hover:bg-slate-200 dark:bg-slate-700 dark:text-slate-100',
+        ghost:
+          'bg-transparent hover:bg-slate-100 dark:hover:bg-slate-800 dark:text-slate-100 dark:hover:text-slate-100 data-[state=open]:bg-transparent dark:data-[state=open]:bg-transparent',
+        link: 'bg-transparent underline-offset-4 hover:underline text-slate-900 dark:text-slate-100 hover:bg-transparent dark:hover:bg-transparent',
+      },
+      size: {
+        default: 'h-10 py-2 px-4',
+        sm: 'h-9 px-2 rounded-md',
+        lg: 'h-11 px-8 rounded-md',
+      },
+    },
+    defaultVariants: {
+      variant: 'default',
+      size: 'default',
+    },
+  },
+);
+
+export interface ButtonProps
+  extends React.ButtonHTMLAttributes<HTMLButtonElement>,
+    VariantProps<typeof buttonVariants> {}
+
+const Button = React.forwardRef<HTMLButtonElement, ButtonProps>(
+  ({ className, variant, size, ...props }, ref) => {
+    return (
+      <button
+        className={cn(buttonVariants({ variant, size, className }))}
+        ref={ref}
+        {...props}
+      />
+    );
+  },
+);
+Button.displayName = 'Button';
+
+export { Button, buttonVariants };
diff --git a/components/ui/command.tsx b/components/ui/command.tsx
new file mode 100644
index 0000000..f5b7a71
--- /dev/null
+++ b/components/ui/command.tsx
@@ -0,0 +1,158 @@
+'use client';
+
+import * as React from 'react';
+import { DialogProps } from '@radix-ui/react-dialog';
+import { Command as CommandPrimitive, useCommandState } from 'cmdk';
+import { ChevronsUpDown, Search } from 'lucide-react';
+
+import { cn } from '@/utils/cn';
+import { Dialog, DialogContent } from '@/components/ui/dialog';
+
+const Command = React.forwardRef<
+  React.ElementRef<typeof CommandPrimitive>,
+  React.ComponentPropsWithoutRef<typeof CommandPrimitive>
+>(({ className, ...props }, ref) => (
+  <CommandPrimitive
+    ref={ref}
+    className={cn(
+      'flex h-full w-full flex-col overflow-hidden rounded-lg bg-white dark:bg-slate-800',
+      className,
+    )}
+    {...props}
+  />
+));
+Command.displayName = CommandPrimitive.displayName;
+
+interface CommandDialogProps extends DialogProps {}
+
+const CommandDialog = ({ children, ...props }: CommandDialogProps) => {
+  return (
+    <Dialog {...props}>
+      <DialogContent className="overflow-hidden p-0 shadow-2xl [&_[dialog-overlay]]:bg-red-100">
+        <Command className="[&_[cmdk-group]]:px-2 [&_[cmdk-group-heading]]:px-2 [&_[cmdk-group-heading]]:font-medium [&_[cmdk-group-heading]]:text-slate-500 [&_[cmdk-item]]:px-2 [&_[cmdk-item]]:py-3 [&_[cmdk-input]]:h-12 [&_[cmdk-item]_svg]:h-5 [&_[cmdk-item]_svg]:w-5 [&_[cmdk-input-wrapper]_svg]:h-5 [&_[cmdk-input-wrapper]_svg]:w-5 [&_[cmdk-group]_+[cmdk-group]]:pt-0">
+          {children}
+        </Command>
+      </DialogContent>
+    </Dialog>
+  );
+};
+
+const CommandInput = React.forwardRef<
+  React.ElementRef<typeof CommandPrimitive.Input>,
+  React.ComponentPropsWithoutRef<typeof CommandPrimitive.Input>
+>(({ className, ...props }, ref) => (
+  <div
+    className="flex items-center border-b border-b-slate-100 px-4 dark:border-b-slate-700"
+    cmdk-input-wrapper=""
+  >
+    <Search className="mr-2 h-4 w-4 shrink-0 opacity-50" />
+    <CommandPrimitive.Input
+      ref={ref}
+      className={cn(
+        'flex h-11 w-full rounded-md bg-transparent py-3 text-sm outline-none placeholder:text-slate-400 disabled:cursor-not-allowed disabled:opacity-50 dark:text-slate-50',
+        className,
+      )}
+      {...props}
+    />
+  </div>
+));
+
+CommandInput.displayName = CommandPrimitive.Input.displayName;
+
+const CommandList = React.forwardRef<
+  React.ElementRef<typeof CommandPrimitive.List>,
+  React.ComponentPropsWithoutRef<typeof CommandPrimitive.List>
+>(({ className, ...props }, ref) => (
+  <CommandPrimitive.List
+    ref={ref}
+    className={cn('max-h-[300px] overflow-y-auto overflow-x-hidden', className)}
+    {...props}
+  />
+));
+
+CommandList.displayName = CommandPrimitive.List.displayName;
+
+const CommandEmpty = React.forwardRef<
+  React.ElementRef<typeof CommandPrimitive.Empty>,
+  React.ComponentPropsWithoutRef<typeof CommandPrimitive.Empty>
+>((props, ref) => (
+  <CommandPrimitive.Empty
+    ref={ref}
+    className="py-6 text-center text-sm"
+    {...props}
+  />
+));
+
+CommandEmpty.displayName = CommandPrimitive.Empty.displayName;
+
+const CommandGroup = React.forwardRef<
+  React.ElementRef<typeof CommandPrimitive.Group>,
+  React.ComponentPropsWithoutRef<typeof CommandPrimitive.Group>
+>(({ className, ...props }, ref) => (
+  <CommandPrimitive.Group
+    ref={ref}
+    className={cn(
+      'overflow-hidden py-3 px-2 text-slate-700 dark:text-slate-400 [&_[cmdk-group-heading]]:px-2 [&_[cmdk-group-heading]]:pb-1.5 [&_[cmdk-group-heading]]:text-sm [&_[cmdk-group-heading]]:font-semibold [&_[cmdk-group-heading]]:text-slate-900 [&_[cmdk-group-heading]]:dark:text-slate-300',
+      className,
+    )}
+    {...props}
+  />
+));
+
+CommandGroup.displayName = CommandPrimitive.Group.displayName;
+
+const CommandSeparator = React.forwardRef<
+  React.ElementRef<typeof CommandPrimitive.Separator>,
+  React.ComponentPropsWithoutRef<typeof CommandPrimitive.Separator>
+>(({ className, ...props }, ref) => (
+  <CommandPrimitive.Separator
+    ref={ref}
+    className={cn('-mx-1 h-px bg-slate-100 dark:bg-slate-700', className)}
+    {...props}
+  />
+));
+CommandSeparator.displayName = CommandPrimitive.Separator.displayName;
+
+const CommandItem = React.forwardRef<
+  React.ElementRef<typeof CommandPrimitive.Item>,
+  React.ComponentPropsWithoutRef<typeof CommandPrimitive.Item>
+>(({ className, ...props }, ref) => (
+  <CommandPrimitive.Item
+    ref={ref}
+    className={cn(
+      'relative flex cursor-default select-none items-center rounded-md py-1.5 px-2 text-sm font-medium outline-none aria-selected:bg-slate-100 data-[disabled]:pointer-events-none data-[disabled]:opacity-50 dark:aria-selected:bg-slate-700',
+      className,
+    )}
+    {...props}
+  />
+));
+
+CommandItem.displayName = CommandPrimitive.Item.displayName;
+
+const CommandShortcut = ({
+  className,
+  ...props
+}: React.HTMLAttributes<HTMLSpanElement>) => {
+  return (
+    <span
+      className={cn(
+        'ml-auto text-xs tracking-widest text-slate-500',
+        className,
+      )}
+      {...props}
+    />
+  );
+};
+CommandShortcut.displayName = 'CommandShortcut';
+
+export {
+  Command,
+  CommandDialog,
+  CommandInput,
+  CommandList,
+  CommandEmpty,
+  CommandGroup,
+  CommandItem,
+  CommandShortcut,
+  CommandSeparator,
+};
diff --git a/components/ui/dialog.tsx b/components/ui/dialog.tsx
new file mode 100644
index 0000000..a67a1a3
--- /dev/null
+++ b/components/ui/dialog.tsx
@@ -0,0 +1,128 @@
+import * as React from 'react';
+import * as DialogPrimitive from '@radix-ui/react-dialog';
+import { X } from 'lucide-react';
+
+import { cn } from '@/utils/cn';
+
+const Dialog = DialogPrimitive.Root;
+
+const DialogTrigger = DialogPrimitive.Trigger;
+
+const DialogPortal = ({
+  className,
+  children,
+  ...props
+}: DialogPrimitive.DialogPortalProps) => (
+  <DialogPrimitive.Portal className={cn(className)} {...props}>
+    <div className="fixed inset-0 z-50 flex items-start justify-center sm:items-center">
+      {children}
+    </div>
+  </DialogPrimitive.Portal>
+);
+DialogPortal.displayName = DialogPrimitive.Portal.displayName;
+
+const DialogOverlay = React.forwardRef<
+  React.ElementRef<typeof DialogPrimitive.Overlay>,
+  React.ComponentPropsWithoutRef<typeof DialogPrimitive.Overlay>
+>(({ className, children, ...props }, ref) => (
+  <DialogPrimitive.Overlay
+    className={cn(
+      'fixed inset-0 z-50 bg-black/50 backdrop-blur-sm transition-all duration-100 data-[state=closed]:animate-out data-[state=open]:fade-in data-[state=closed]:fade-out',
+      className,
+    )}
+    {...props}
+    ref={ref}
+  />
+));
+DialogOverlay.displayName = DialogPrimitive.Overlay.displayName;
+
+const DialogContent = React.forwardRef<
+  React.ElementRef<typeof DialogPrimitive.Content>,
+  React.ComponentPropsWithoutRef<typeof DialogPrimitive.Content>
+>(({ className, children, ...props }, ref) => (
+  <DialogPortal>
+    <DialogOverlay />
+    <DialogPrimitive.Content
+      ref={ref}
+      className={cn(
+        'fixed z-50 grid w-full gap-4 rounded-b-lg bg-white p-6 animate-in data-[state=open]:fade-in-90 data-[state=open]:slide-in-from-bottom-10 sm:max-w-lg sm:rounded-lg sm:zoom-in-90 data-[state=open]:sm:slide-in-from-bottom-0',
+        'dark:bg-slate-900',
+        className,
+      )}
+      {...props}
+    >
+      {children}
+      <DialogPrimitive.Close className="absolute top-4 right-4 rounded-sm opacity-70 transition-opacity hover:opacity-100 focus:outline-none focus:ring-2 focus:ring-slate-400 focus:ring-offset-2 disabled:pointer-events-none data-[state=open]:bg-slate-100 dark:focus:ring-slate-400 dark:focus:ring-offset-slate-900 dark:data-[state=open]:bg-slate-800">
+        <X className="h-4 w-4" />
+        <span className="sr-only">Close</span>
+      </DialogPrimitive.Close>
+    </DialogPrimitive.Content>
+  </DialogPortal>
+));
+DialogContent.displayName = DialogPrimitive.Content.displayName;
+
+const DialogHeader = ({
+  className,
+  ...props
+}: React.HTMLAttributes<HTMLDivElement>) => (
+  <div
+    className={cn(
+      'flex flex-col space-y-2 text-center sm:text-left',
+      className,
+    )}
+    {...props}
+  />
+);
+DialogHeader.displayName = 'DialogHeader';
+
+const DialogFooter = ({
+  className,
+  ...props
+}: React.HTMLAttributes<HTMLDivElement>) => (
+  <div
+    className={cn(
+      'flex flex-col-reverse sm:flex-row sm:justify-end sm:space-x-2',
+      className,
+    )}
+    {...props}
+  />
+);
+DialogFooter.displayName = 'DialogFooter';
+
+const DialogTitle = React.forwardRef<
+  React.ElementRef<typeof DialogPrimitive.Title>,
+  React.ComponentPropsWithoutRef<typeof DialogPrimitive.Title>
+>(({ className, ...props }, ref) => (
+  <DialogPrimitive.Title
+    ref={ref}
+    className={cn(
+      'text-lg font-semibold text-slate-900',
+      'dark:text-slate-50',
+      className,
+    )}
+    {...props}
+  />
+));
+DialogTitle.displayName = DialogPrimitive.Title.displayName;
+
+const DialogDescription = React.forwardRef<
+  React.ElementRef<typeof DialogPrimitive.Description>,
+  React.ComponentPropsWithoutRef<typeof DialogPrimitive.Description>
+>(({ className, ...props }, ref) => (
+  <DialogPrimitive.Description
+    ref={ref}
+    className={cn('text-sm text-slate-500', 'dark:text-slate-400', className)}
+    {...props}
+  />
+));
+DialogDescription.displayName = DialogPrimitive.Description.displayName;
+
+export {
+  Dialog,
+  DialogTrigger,
+  DialogContent,
+  DialogHeader,
+  DialogFooter,
+  DialogTitle,
+  DialogDescription,
+};
diff --git a/components/ui/input.tsx b/components/ui/input.tsx
new file mode 100644
index 0000000..cdf3994
--- /dev/null
+++ b/components/ui/input.tsx
@@ -0,0 +1,24 @@
+import * as React from 'react';
+
+import { cn } from '@/utils/cn';
+
+export interface InputProps
+  extends React.InputHTMLAttributes<HTMLInputElement> {}
+
+const Input = React.forwardRef<HTMLInputElement, InputProps>(
+  ({ className, ...props }, ref) => {
+    return (
+      <input
+        className={cn(
+          'flex h-10 w-full rounded-md border border-slate-300 bg-transparent py-2 px-3 text-sm placeholder:text-slate-400 focus:outline-none focus:ring-2 focus:ring-slate-400 focus:ring-offset-2 disabled:cursor-not-allowed disabled:opacity-50 dark:border-slate-700 dark:text-slate-50 dark:focus:ring-slate-400 dark:focus:ring-offset-slate-900',
+          className,
+        )}
+        ref={ref}
+        {...props}
+      />
+    );
+  },
+);
+Input.displayName = 'Input';
+
+export { Input };
diff --git a/components/ui/label.tsx b/components/ui/label.tsx
new file mode 100644
index 0000000..294515c
--- /dev/null
+++ b/components/ui/label.tsx
@@ -0,0 +1,23 @@
+'use client';
+
+import * as React from 'react';
+import * as LabelPrimitive from '@radix-ui/react-label';
+
+import { cn } from '@/utils/cn';
+
+const Label = React.forwardRef<
+  React.ElementRef<typeof LabelPrimitive.Root>,
+  React.ComponentPropsWithoutRef<typeof LabelPrimitive.Root>
+>(({ className, ...props }, ref) => (
+  <LabelPrimitive.Root
+    ref={ref}
+    className={cn(
+      'text-sm font-medium leading-none peer-disabled:cursor-not-allowed peer-disabled:opacity-70',
+      className,
+    )}
+    {...props}
+  />
+));
+Label.displayName = LabelPrimitive.Root.displayName;
+
+export { Label };
diff --git a/components/ui/loadingdots.tsx b/components/ui/loadingdots.tsx
new file mode 100644
index 0000000..87564f5
--- /dev/null
+++ b/components/ui/loadingdots.tsx
@@ -0,0 +1,23 @@
+import styles from '@/styles/loading-dots.module.css';
+
+const LoadingDots = ({
+  color = '#000',
+  style = 'small',
+}: {
+  color: string;
+  style: string;
+}) => {
+  return (
+    <span className={style == 'small' ? styles.loading2 : styles.loading}>
+      <span style={{ backgroundColor: color }} />
+      <span style={{ backgroundColor: color }} />
+      <span style={{ backgroundColor: color }} />
+    </span>
+  );
+};
+
+export default LoadingDots;
+
+LoadingDots.defaultProps = {
+  style: 'small',
+};
diff --git a/components/ui/progress.tsx b/components/ui/progress.tsx
new file mode 100644
index 0000000..ae5e992
--- /dev/null
+++ b/components/ui/progress.tsx
@@ -0,0 +1,26 @@
+import * as React from 'react';
+import * as ProgressPrimitive from '@radix-ui/react-progress';
+
+import { cn } from '@/utils/cn';
+
+const Progress = React.forwardRef<
+  React.ElementRef<typeof ProgressPrimitive.Root>,
+  React.ComponentPropsWithoutRef<typeof ProgressPrimitive.Root>
+>(({ className, value, ...props }, ref) => (
+  <ProgressPrimitive.Root
+    ref={ref}
+    className={cn(
+      'relative h-4 w-full overflow-hidden rounded-full bg-slate-200 dark:bg-slate-800',
+      className,
+    )}
+    {...props}
+  >
+    <ProgressPrimitive.Indicator
+      className="h-full w-full flex-1 bg-slate-900 transition-all dark:bg-slate-400"
+      style={{ transform: `translateX(-${100 - (value || 0)}%)` }}
+    />
+  </ProgressPrimitive.Root>
+));
+Progress.displayName = ProgressPrimitive.Root.displayName;
+
+export { Progress };
diff --git a/components/ui/skeleton.tsx b/components/ui/skeleton.tsx
new file mode 100644
index 0000000..6945a98
--- /dev/null
+++ b/components/ui/skeleton.tsx
@@ -0,0 +1,15 @@
+import { cn } from '@/utils/cn';
+
+interface SkeletonProps extends React.HTMLAttributes<HTMLDivElement> {}
+
+export function Skeleton({ className, ...props }: SkeletonProps) {
+  return (
+    <div
+      className={cn(
+        'h-5 w-2/5 animate-pulse rounded-lg bg-slate-100',
+        className,
+      )}
+      {...props}
+    />
+  );
+}
diff --git a/components/ui/textarea.tsx b/components/ui/textarea.tsx
new file mode 100644
index 0000000..c3f29fa
--- /dev/null
+++ b/components/ui/textarea.tsx
@@ -0,0 +1,23 @@
+import * as React from 'react';
+import { cn } from '@/utils/cn';
+
+export interface TextareaProps
+  extends React.TextareaHTMLAttributes<HTMLTextAreaElement> {}
+
+const Textarea = React.forwardRef<HTMLTextAreaElement, TextareaProps>(
+  ({ className, ...props }, ref) => {
+    return (
+      <textarea
+        className={cn(
+          'flex h-20 w-full rounded-md border border-slate-300 bg-transparent py-2 px-3 text-sm placeholder:text-slate-400 focus:outline-none focus:ring-2 focus:ring-slate-400 focus:ring-offset-2 disabled:cursor-not-allowed disabled:opacity-50 dark:border-slate-700 dark:text-slate-50 dark:focus:ring-slate-400 dark:focus:ring-offset-slate-900',
+          className,
+        )}
+        ref={ref}
+        {...props}
+      />
+    );
+  },
+);
+Textarea.displayName = 'Textarea';
+
+export { Textarea };
diff --git a/components/ui/toast.tsx b/components/ui/toast.tsx
new file mode 100644
index 0000000..95f1eea
--- /dev/null
+++ b/components/ui/toast.tsx
@@ -0,0 +1,127 @@
+import * as React from 'react';
+import * as ToastPrimitives from '@radix-ui/react-toast';
+import { VariantProps, cva } from 'class-variance-authority';
+import { X } from 'lucide-react';
+import { cn } from '../../utils/cn';
+
+const ToastProvider = ToastPrimitives.Provider;
+
+const ToastViewport = React.forwardRef<
+  React.ElementRef<typeof ToastPrimitives.Viewport>,
+  React.ComponentPropsWithoutRef<typeof ToastPrimitives.Viewport>
+>(({ className, ...props }, ref) => (
+  <ToastPrimitives.Viewport
+    ref={ref}
+    className={cn(
+      'fixed top-0 z-[100] flex max-h-screen w-full flex-col-reverse p-4 sm:top-auto sm:bottom-0 sm:right-0 sm:flex-col md:max-w-[420px]',
+      className,
+    )}
+    {...props}
+  />
+));
+ToastViewport.displayName = ToastPrimitives.Viewport.displayName;
+
+const toastVariants = cva(
+  'data-[swipe=move]:transition-none grow-1 group relative pointer-events-auto flex w-full items-center justify-between space-x-4 overflow-hidden rounded-md border p-6 pr-8 shadow-lg transition-all data-[swipe=move]:translate-x-[var(--radix-toast-swipe-move-x)] data-[swipe=cancel]:translate-x-0 data-[swipe=end]:translate-x-[var(--radix-toast-swipe-end-x)] data-[state=open]:animate-in data-[state=closed]:animate-out data-[swipe=end]:animate-out data-[state=closed]:fade-out-80 data-[state=open]:slide-in-from-top-full data-[state=open]:sm:slide-in-from-bottom-full mt-4 data-[state=closed]:slide-out-to-right-full dark:border-slate-700 last:mt-0 sm:last:mt-4',
+  {
+    variants: {
+      variant: {
+        default:
+          'bg-white border-slate-200 dark:bg-slate-800 dark:border-slate-700',
+        destructive:
+          'group destructive bg-red-600 text-white border-red-600 dark:border-red-600',
+      },
+    },
+    defaultVariants: {
+      variant: 'default',
+    },
+  },
+);
+
+const Toast = React.forwardRef<
+  React.ElementRef<typeof ToastPrimitives.Root>,
+  React.ComponentPropsWithoutRef<typeof ToastPrimitives.Root> &
+    VariantProps<typeof toastVariants>
+>(({ className, variant, ...props }, ref) => {
+  return (
+    <ToastPrimitives.Root
+      ref={ref}
+      className={cn(toastVariants({ variant }), className)}
+      {...props}
+    />
+  );
+});
+Toast.displayName = ToastPrimitives.Root.displayName;
+
+const ToastAction = React.forwardRef<
+  React.ElementRef<typeof ToastPrimitives.Action>,
+  React.ComponentPropsWithoutRef<typeof ToastPrimitives.Action>
+>(({ className, ...props }, ref) => (
+  <ToastPrimitives.Action
+    ref={ref}
+    className={cn(
+      'inline-flex h-8 shrink-0 items-center justify-center rounded-md border border-slate-200 bg-transparent px-3 text-sm font-medium transition-colors hover:bg-slate-100 focus:outline-none focus:ring-2 focus:ring-slate-400 focus:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 group-[.destructive]:border-red-100 group-[.destructive]:hover:border-slate-50 group-[.destructive]:hover:bg-red-100 group-[.destructive]:hover:text-red-600 group-[.destructive]:focus:ring-red-400 group-[.destructive]:focus:ring-offset-red-600 dark:border-slate-700 dark:text-slate-100 dark:hover:bg-slate-700 dark:hover:text-slate-100 dark:focus:ring-slate-400 dark:focus:ring-offset-slate-900 dark:data-[state=open]:bg-slate-800',
+      className,
+    )}
+    {...props}
+  />
+));
+ToastAction.displayName = ToastPrimitives.Action.displayName;
+
+const ToastClose = React.forwardRef<
+  React.ElementRef<typeof ToastPrimitives.Close>,
+  React.ComponentPropsWithoutRef<typeof ToastPrimitives.Close>
+>(({ className, ...props }, ref) => (
+  <ToastPrimitives.Close
+    ref={ref}
+    className={cn(
+      'absolute top-2 right-2 rounded-md p-1 text-slate-500 opacity-0 transition-opacity hover:text-slate-900 focus:opacity-100 focus:outline-none focus:ring-2 group-hover:opacity-100 group-[.destructive]:text-red-300 group-[.destructive]:hover:text-red-50 group-[.destructive]:focus:ring-red-400 group-[.destructive]:focus:ring-offset-red-600 dark:hover:text-slate-50',
+      className,
+    )}
+    toast-close=""
+    {...props}
+  >
+    <X className="h-4 w-4" />
+  </ToastPrimitives.Close>
+));
+ToastClose.displayName = ToastPrimitives.Close.displayName;
+
+const ToastTitle = React.forwardRef<
+  React.ElementRef<typeof ToastPrimitives.Title>,
+  React.ComponentPropsWithoutRef<typeof ToastPrimitives.Title>
+>(({ className, ...props }, ref) => (
+  <ToastPrimitives.Title
+    ref={ref}
+    className={cn('text-sm font-semibold', className)}
+    {...props}
+  />
+));
+ToastTitle.displayName = ToastPrimitives.Title.displayName;
+
+const ToastDescription = React.forwardRef<
+  React.ElementRef<typeof ToastPrimitives.Description>,
+  React.ComponentPropsWithoutRef<typeof ToastPrimitives.Description>
+>(({ className, ...props }, ref) => (
+  <ToastPrimitives.Description
+    ref={ref}
+    className={cn('text-sm opacity-90', className)}
+    {...props}
+  />
+));
+ToastDescription.displayName = ToastPrimitives.Description.displayName;
+
+type ToastProps = React.ComponentPropsWithoutRef<typeof Toast>;
+
+type ToastActionElement = React.ReactElement<typeof ToastAction>;
+
+export {
+  type ToastProps,
+  type ToastActionElement,
+  ToastProvider,
+  ToastViewport,
+  Toast,
+  ToastTitle,
+  ToastDescription,
+  ToastClose,
+  ToastAction,
+};
diff --git a/components/ui/toaster.tsx b/components/ui/toaster.tsx
new file mode 100644
index 0000000..3aa457d
--- /dev/null
+++ b/components/ui/toaster.tsx
@@ -0,0 +1,34 @@
+import { useToast } from '@/hooks/use-toast';
+
+import {
+  Toast,
+  ToastClose,
+  ToastDescription,
+  ToastProvider,
+  ToastTitle,
+  ToastViewport,
+} from '@/components/ui/toast';
+
+export function Toaster() {
+  const { toasts } = useToast();
+
+  return (
+    <ToastProvider>
+      {toasts.map(function ({ id, title, description, action, ...props }) {
+        return (
+          <Toast key={id} {...props}>
+            <div className="grid gap-1">
+              {title && <ToastTitle>{title}</ToastTitle>}
+              {description && (
+                <ToastDescription>{description}</ToastDescription>
+              )}
+            </div>
+            {action}
+            <ToastClose />
+          </Toast>
+        );
+      })}
+      <ToastViewport />
+    </ToastProvider>
+  );
+}
diff --git a/config/fileuploadconfig.ts b/config/fileuploadconfig.ts
new file mode 100644
index 0000000..5e10f84
--- /dev/null
+++ b/config/fileuploadconfig.ts
@@ -0,0 +1,7 @@
+const max_file_size_mb = 4;
+const max_num_files_upload = 3;
+
+export const file_upload_config = {
+  max_file_size_mb,
+  max_num_files_upload,
+};
diff --git a/config/pinecone.ts b/config/pinecone.ts
new file mode 100644
index 0000000..964fa58
--- /dev/null
+++ b/config/pinecone.ts
@@ -0,0 +1,14 @@
+/**
+ * Change the namespace to the namespace on Pinecone you'd like to store your embeddings.
+ */
+
+// if (!process.env.PINECONE_INDEX_NAME) {
+//   throw new Error('Missing Pinecone index name in .env file');
+// }
+
+const PINECONE_INDEX_NAME = process.env.PINECONE_INDEX_NAME ?? '';
+
+// your "ingestion" will use this namespace
+const PINECONE_NAME_SPACE = 'langchain-repo'; //namespace is optional for your vectors
+
+export { PINECONE_NAME_SPACE, PINECONE_INDEX_NAME };
diff --git a/context/credentials-context.tsx b/context/credentials-context.tsx
new file mode 100644
index 0000000..2fbc55b
--- /dev/null
+++ b/context/credentials-context.tsx
@@ -0,0 +1,68 @@
+import { createContext, useContext, useEffect, useState } from 'react';
+import cookies from 'js-cookie';
+
+const credentials_cookie_key = 'credentials';
+
+type Credentials = {
+  openaiApiKey: string;
+  pineconeEnvironment: string;
+  pineconeIndex: string;
+  pineconeApiKey: string;
+};
+
+type CredentialsCookieContextType = {
+  cookieValue: Credentials | null;
+  setAndSaveCookieValue: (value: Credentials) => void;
+};
+
+type CredentialsCookieProviderProps = {
+  children: React.ReactNode;
+};
+
+const initialCredentials = {
+  openaiApiKey: '',
+  pineconeEnvironment: '',
+  pineconeIndex: '',
+  pineconeApiKey: '',
+};
+
+const CredentailsCookieContext = createContext<CredentialsCookieContextType>({
+  cookieValue: null,
+  setAndSaveCookieValue: () => {},
+});
+
+export function CredentialsCookieProvider({
+  children,
+}: CredentialsCookieProviderProps) {
+  const [cookieValue, setCookieValue] = useState(initialCredentials);
+
+  useEffect(() => {
+    const valuesFromCookie = cookies.get(credentials_cookie_key);
+
+    if (valuesFromCookie) {
+      try {
+        const parsedValue = JSON.parse(valuesFromCookie);
+        setCookieValue(parsedValue);
+      } catch (error) {
+        console.error('Error parsing cookie value:', error);
+      }
+    }
+  }, []);
+
+  const setAndSaveCookieValue = (value: any) => {
+    cookies.set(credentials_cookie_key, JSON.stringify(value), { expires: 7 });
+    setCookieValue(value);
+  };
+
+  return (
+    <CredentailsCookieContext.Provider
+      value={{ cookieValue, setAndSaveCookieValue }}
+    >
+      {children}
+    </CredentailsCookieContext.Provider>
+  );
+}
+
+export function useCredentialsCookie() {
+  return useContext(CredentailsCookieContext);
+}
diff --git a/declarations/pdf-parse.d.ts b/declarations/pdf-parse.d.ts
new file mode 100644
index 0000000..73ebea6
--- /dev/null
+++ b/declarations/pdf-parse.d.ts
@@ -0,0 +1,5 @@
+declare module 'pdf-parse/lib/pdf-parse.js' {
+  import pdf from 'pdf-parse';
+
+  export default pdf;
+}
diff --git a/hooks/use-toast.ts b/hooks/use-toast.ts
new file mode 100644
index 0000000..a375d8b
--- /dev/null
+++ b/hooks/use-toast.ts
@@ -0,0 +1,187 @@
+import * as React from 'react';
+
+import { ToastActionElement, type ToastProps } from '@/components/ui/toast';
+
+const TOAST_LIMIT = 1;
+const TOAST_REMOVE_DELAY = 1000;
+
+type ToasterToast = ToastProps & {
+  id: string;
+  title?: React.ReactNode;
+  description?: React.ReactNode;
+  action?: ToastActionElement;
+};
+
+const actionTypes = {
+  ADD_TOAST: 'ADD_TOAST',
+  UPDATE_TOAST: 'UPDATE_TOAST',
+  DISMISS_TOAST: 'DISMISS_TOAST',
+  REMOVE_TOAST: 'REMOVE_TOAST',
+} as const;
+
+let count = 0;
+
+function genId() {
+  count = (count + 1) % Number.MAX_VALUE;
+  return count.toString();
+}
+
+type ActionType = typeof actionTypes;
+
+type Action =
+  | {
+      type: ActionType['ADD_TOAST'];
+      toast: ToasterToast;
+    }
+  | {
+      type: ActionType['UPDATE_TOAST'];
+      toast: Partial<ToasterToast>;
+    }
+  | {
+      type: ActionType['DISMISS_TOAST'];
+      toastId?: ToasterToast['id'];
+    }
+  | {
+      type: ActionType['REMOVE_TOAST'];
+      toastId?: ToasterToast['id'];
+    };
+
+interface State {
+  toasts: ToasterToast[];
+}
+
+const toastTimeouts = new Map<string, ReturnType<typeof setTimeout>>();
+
+const addToRemoveQueue = (toastId: string) => {
+  if (toastTimeouts.has(toastId)) {
+    return;
+  }
+
+  const timeout = setTimeout(() => {
+    toastTimeouts.delete(toastId);
+    dispatch({
+      type: 'REMOVE_TOAST',
+      toastId: toastId,
+    });
+  }, TOAST_REMOVE_DELAY);
+
+  toastTimeouts.set(toastId, timeout);
+};
+
+export const reducer = (state: State, action: Action): State => {
+  switch (action.type) {
+    case 'ADD_TOAST':
+      return {
+        ...state,
+        toasts: [action.toast, ...state.toasts].slice(0, TOAST_LIMIT),
+      };
+
+    case 'UPDATE_TOAST':
+      return {
+        ...state,
+        toasts: state.toasts.map((t) =>
+          t.id === action.toast.id ? { ...t, ...action.toast } : t,
+        ),
+      };
+
+    case 'DISMISS_TOAST':
+      const { toastId } = action;
+
+      // ! Side effects ! - This could be extracted into a dismissToast() action,
+      // but I'll keep it here for simplicity
+      if (toastId) {
+        addToRemoveQueue(toastId);
+      } else {
+        state.toasts.forEach((toast) => {
+          addToRemoveQueue(toast.id);
+        });
+      }
+
+      return {
+        ...state,
+        toasts: state.toasts.map((t) =>
+          t.id === toastId || toastId === undefined
+            ? {
+                ...t,
+                open: false,
+              }
+            : t,
+        ),
+      };
+    case 'REMOVE_TOAST':
+      if (action.toastId === undefined) {
+        return {
+          ...state,
+          toasts: [],
+        };
+      }
+      return {
+        ...state,
+        toasts: state.toasts.filter((t) => t.id !== action.toastId),
+      };
+  }
+};
+
+const listeners: Array<(state: State) => void> = [];
+
+let memoryState: State = { toasts: [] };
+
+function dispatch(action: Action) {
+  memoryState = reducer(memoryState, action);
+  listeners.forEach((listener) => {
+    listener(memoryState);
+  });
+}
+
+interface Toast extends Omit<ToasterToast, 'id'> {}
+
+function toast({ ...props }: Toast) {
+  const id = genId();
+
+  const update = (props: ToasterToast) =>
+    dispatch({
+      type: 'UPDATE_TOAST',
+      toast: { ...props, id },
+    });
+  const dismiss = () => dispatch({ type: 'DISMISS_TOAST', toastId: id });
+
+  dispatch({
+    type: 'ADD_TOAST',
+    toast: {
+      ...props,
+      id,
+      open: true,
+      onOpenChange: (open) => {
+        if (!open) dismiss();
+      },
+    },
+  });
+
+  return {
+    id: id,
+    dismiss,
+    update,
+  };
+}
+
+function useToast() {
+  const [state, setState] = React.useState<State>(memoryState);
+
+  React.useEffect(() => {
+    listeners.push(setState);
+    return () => {
+      const index = listeners.indexOf(setState);
+      if (index > -1) {
+        listeners.splice(index, 1);
+      }
+    };
+  }, [state]);
+
+  return {
+    ...state,
+    toast,
+    dismiss: (toastId?: string) => dispatch({ type: 'DISMISS_TOAST', toastId }),
+  };
+}
+
+export { useToast, toast };
diff --git a/license.md b/license.md
new file mode 100644
index 0000000..f83a470
--- /dev/null
+++ b/license.md
@@ -0,0 +1,44 @@
+# Sienna AI Chatbot License
+
+Sienna AI grants you an on-going, non-exclusive license to use the Sienna AI Chatbot for PDF and other documents.
+
+The license grants permission to one individual (the Licensee) to access and use the Sienna AI Chatbot.
+
+## You can:
+
+1. Use the Sienna AI Chatbot to create unlimited End Products.
+2. Modify the Sienna AI Chatbot to create derivative components and templates. Those components and templates are subject to this license.
+3. Use the Sienna AI Chatbot to create unlimited End Products for unlimited Clients.
+4. Use the Sienna AI Chatbot to create End Products where the End Product is sold to End Users.
+
+## You cannot:
+
+1. Re-distribute the Sienna AI Chatbot or derivatives of the Sienna AI Chatbot separately from an End Product, neither in code nor as design assets.
+2. Share your access to the Sienna AI Chatbot with any other individuals.
+3. Use the Sienna AI Chatbot to produce anything that may be deemed by Sienna AI, in their sole and absolute discretion, to be competitive or in conflict with the business of Sienna AI.
+
+## Example usage
+
+Examples of usage allowed by the license:
+
+- Creating a personal website by yourself.
+- Creating a website or web application for a client that will be owned by that client.
+- Creating a commercial SaaS application (like an invoicing app for example) where end users have to pay a fee to use the application.
+- Creating a commercial self-hosted web application that is sold to end users for a one-time fee.
+
+Examples of usage not allowed by the license:
+
+- Creating a version of Sienna AI chatbot starter and making it available for sale.
+- Sharing the codebase with individuals and organizations outside of the purchasing entity.
+
+In simple terms, use Sienna AI Chatbot for anything you like as long as it doesn't compete with Sienna AI Chatbot starter kit or shares it as a free resource.
+
+## Enforcement
+
+If you are found to be in violation of the license blatantly, Sienna AI reserves the right to pursue legal remedies for any unauthorized use of the Sienna AI Chatbot outside the scope of this license.
+
+## Liability
+
+Sienna AI’s liability to you for costs, damages, or other losses arising from your use of the Sienna AI Chatbot — including third-party claims against you — is limited to a refund of your license fee. Sienna AI may not be held liable for any consequential damages related to your use of the Sienna AI Chatbot.
+
+This Agreement is governed by the laws of the United Kingdom. Legal proceedings related to this Agreement may only be brought in the courts of the United Kingdom. You agree to service of process at the e-mail address on your original enrollment.
diff --git a/next.config.js b/next.config.js
new file mode 100644
index 0000000..68f1ac9
--- /dev/null
+++ b/next.config.js
@@ -0,0 +1,24 @@
+/** @type {import('next').NextConfig} */
+const nextConfig = {
+  reactStrictMode: true,
+  swcMinify: true,
+  webpack(config) {
+    config.experiments = { ...config.experiments, topLevelAwait: true };
+    return config;
+  },
+  compiler: {
+    removeConsole: process.env.NODE_ENV === 'production',
+  },
+  eslint: {
+    // Warning: This allows production builds to successfully complete even if
+    // your project has ESLint errors.
+    ignoreDuringBuilds: true,
+  },
+  typescript: {
+    // Warning: This allows production builds to successfully complete even if
+    // your project has TypeScript errors.
+    ignoreBuildErrors: true,
+  },
+};
+
+export default nextConfig;
diff --git a/package.json b/package.json
new file mode 100644
index 0000000..cc469bd
--- /dev/null
+++ b/package.json
@@ -0,0 +1,66 @@
+{
+  "name": "gpt4-chatgpt-starter",
+  "version": "0.2.0",
+  "private": true,
+  "author": "Mayooear<twitter:@mayowaoshin>",
+  "type": "module",
+  "scripts": {
+    "dev": "next dev",
+    "build": "next build",
+    "start": "next start",
+    "type-check": "tsc --noEmit",
+    "lint": "eslint --ignore-path .gitignore \"**/*.+(ts|js|tsx)\"",
+    "format": "prettier --ignore-path .gitignore \"**/*.+(ts|js|tsx)\" --write",
+    "ingest": "tsx -r dotenv/config scripts/ingest-data.ts"
+  },
+  "dependencies": {
+    "@pinecone-database/pinecone": "0.0.12",
+    "@radix-ui/react-accordion": "^1.1.1",
+    "@radix-ui/react-label": "^2.0.1",
+    "@radix-ui/react-progress": "^1.0.2",
+    "@radix-ui/react-toast": "^1.1.3",
+    "@types/d3-dsv": "2.0.0",
+    "@types/flat": "^5.0.2",
+    "@types/formidable": "^2.0.5",
+    "@types/html-to-text": "^9.0.0",
+    "@types/js-cookie": "^3.0.3",
+    "@types/pdf-parse": "^1.1.1",
+    "cheerio": "^1.0.0-rc.12",
+    "class-variance-authority": "^0.5.1",
+    "clsx": "^1.2.1",
+    "cmdk": "^0.2.0",
+    "d3-dsv": "2.0.0",
+    "dotenv": "^16.0.3",
+    "flat": "^5.0.2",
+    "formidable": "^2.1.1",
+    "html-to-text": "^9.0.5",
+    "js-cookie": "^3.0.1",
+    "langchain": "0.0.54",
+    "lucide-react": "^0.131.0",
+    "mammoth": "^1.5.1",
+    "next": "13.2.3",
+    "pdf-parse": "1.1.1",
+    "react": "18.2.0",
+    "react-dom": "18.2.0",
+    "react-dropzone": "^14.2.3",
+    "react-markdown": "^8.0.5",
+    "tailwind-merge": "^1.10.0"
+  },
+  "devDependencies": {
+    "@types/node": "^18.14.6",
+    "@types/react": "^18.0.28",
+    "@types/react-dom": "^18.0.11",
+    "@typescript-eslint/parser": "^5.54.0",
+    "autoprefixer": "^10.4.13",
+    "eslint": "8.35.0",
+    "eslint-config-next": "13.2.3",
+    "postcss": "^8.4.21",
+    "prettier": "^2.8.4",
+    "tailwindcss": "^3.2.7",
+    "tsx": "^3.12.3",
+    "typescript": "^4.9.5"
+  },
+  "engines": {
+    "node": ">=18"
+  }
+}
diff --git a/pages/_app.tsx b/pages/_app.tsx
new file mode 100644
index 0000000..1ed71db
--- /dev/null
+++ b/pages/_app.tsx
@@ -0,0 +1,17 @@
+import '@/styles/base.css';
+import type { AppProps } from 'next/app';
+import { Toaster } from '@/components/ui/toaster';
+import { CredentialsCookieProvider } from '@/context/credentials-context';
+
+function MyApp({ Component, pageProps }: AppProps) {
+  return (
+    <>
+      <CredentialsCookieProvider>
+        <Component {...pageProps} />
+        <Toaster />
+      </CredentialsCookieProvider>
+    </>
+  );
+}
+
+export default MyApp;
diff --git a/pages/_document.tsx b/pages/_document.tsx
new file mode 100644
index 0000000..af63210
--- /dev/null
+++ b/pages/_document.tsx
@@ -0,0 +1,13 @@
+import { Html, Head, Main, NextScript } from "next/document";
+
+export default function Document() {
+  return (
+    <Html lang="en">
+      <Head />
+      <body>
+        <Main />
+        <NextScript />
+      </body>
+    </Html>
+  );
+}
diff --git a/pages/about.tsx b/pages/about.tsx
new file mode 100644
index 0000000..8bfb22e
--- /dev/null
+++ b/pages/about.tsx
@@ -0,0 +1,98 @@
+import React, { useState } from 'react';
+import Link from 'next/link';
+import Layout from '@/components/layout';
+import { Credentials } from '@/components/Credentials';
+
+export default function About() {
+  return (
+    <Layout>
+      <section className="max-w-lg mx-auto py-6">
+        <div className="flex flex-col items-start gap-2 ">
+          <h2 className="mt-10 scroll-m-20 pb-2 text-2xl font-semibold tracking-tight transition-colors first:mt-0">
+            How it works
+          </h2>
+          <div>
+            <h3 className="mt-10 scroll-m-20 pb-2 text-xl font-semibold tracking-tight transition-colors first:mt-0">
+              Credentials
+            </h3>
+            <p className="my-2">
+              This starterkit app is powered by OpenAI and Pinecone to generate
+              completions and embeddings, so you can {'chat'} with your
+              document(s).
+              <br></br>
+              <br></br>
+              Both require your API keys to work. Your API keys will not be
+              saved on the server, they will be stored in browser cookies for 7
+              days.
+            </p>
+            <Credentials />
+          </div>
+
+          <div className="mt-3">
+            <h3 className="mt-10 scroll-m-20 pb-2 text-xl font-semibold tracking-tight transition-colors first:mt-0">
+              Instructions to add credentials
+            </h3>
+            <ol className="p-4">
+              <li>
+                1. Get your Open AI Keys from{' '}
+                <Link
+                  className="cursor-pointer text-blue-500 hover:text-blue-700 hover:underline"
+                  href="https://platform.openai.com/account/api-keys"
+                  target="_blank"
+                  rel="noreferrer"
+                >
+                  Open AI
+                </Link>
+              </li>
+              <li>
+                2. Create a Pinecone account, then get your API key, Pinecone
+                environment and index name.{' '}
+                <Link
+                  className="cursor-pointer text-blue-500 hover:text-blue-700 hover:underline"
+                  href="https://app.pinecone.io/"
+                  target="_blank"
+                  rel="noreferrer"
+                >
+                  Pinecone Sign Up.
+                </Link>
+              </li>
+            </ol>
+          </div>
+          <div>
+            <h3 className="mt-10 scroll-m-20 pb-2 text-xl font-semibold tracking-tight transition-colors first:mt-0">
+              Navigation
+            </h3>
+            <div className="my-2">
+              <ul>
+                <li>
+                  <b>Upload</b>: The upload page allows you to upload one or
+                  more files include .txt, .md, .docx, .csv, and .pdf.
+                </li>{' '}
+                <li>
+                  <b>Chatbot</b>: The chatbot page allows you to chat with your
+                  document. Please make sure you have uploaded a document first.{' '}
+                </li>
+              </ul>
+            </div>
+          </div>
+          <div>
+            <h3 className="mt-10 scroll-m-20 pb-2 text-xl font-semibold tracking-tight transition-colors first:mt-0">
+              Limitations
+            </h3>
+            <p className="my-2">
+              Due to Vercel serverless functions limitations, the app is limited
+              to only 3 file uploads at a time and a total of 4MB file size
+              upload.
+              <br></br>
+              <br></br>
+              In addition, the app inserts embeddings into only one pinecone
+              namespace by default called {`pdf-starter`}. If you want to add
+              new files after uploading, you will first need to delete the old
+              one or modify the hardcoded namespace.
+            </p>
+          </div>
+        </div>
+      </section>
+    </Layout>
+  );
+}
diff --git a/pages/api/chat.ts b/pages/api/chat.ts
new file mode 100644
index 0000000..ca8df79
--- /dev/null
+++ b/pages/api/chat.ts
@@ -0,0 +1,56 @@
+import type { NextApiRequest, NextApiResponse } from 'next';
+import { OpenAIEmbeddings } from 'langchain/embeddings/openai';
+import { PineconeStore } from 'langchain/vectorstores/pinecone';
+import { makeChain } from '@/utils/makechain';
+import { PINECONE_NAME_SPACE } from '@/config/pinecone';
+import { createPineconeIndex } from '@/utils/pinecone-client';
+
+export default async function handler(
+  req: NextApiRequest,
+  res: NextApiResponse,
+) {
+  const { question, history, credentials } = req.body;
+
+  //only accept post requests
+  if (req.method !== 'POST') {
+    res.status(405).json({ error: 'Method not allowed' });
+    return;
+  }
+
+  // OpenAI recommends replacing newlines with spaces for best results
+  const sanitizedQuestion = question.trim().replaceAll('\n', ' ');
+
+  try {
+    const index = await createPineconeIndex({
+      pineconeApiKey: credentials.pineconeApiKey,
+      pineconeEnvironment: credentials.pineconeEnvironment,
+      pineconeIndexName: credentials.pineconeIndex,
+    });
+
+    /* create vectorstore*/
+    const vectorStore = await PineconeStore.fromExistingIndex(
+      new OpenAIEmbeddings({
+        openAIApiKey: credentials.openaiApiKey,
+      }),
+      {
+        pineconeIndex: index,
+        textKey: 'text',
+        namespace: PINECONE_NAME_SPACE,
+      },
+    );
+
+    //create chain
+    const chain = makeChain(vectorStore, credentials.openaiApiKey);
+    //Ask a question
+    const response = await chain.call({
+      question: sanitizedQuestion,
+      chat_history: history || [],
+    });
+
+    console.log('response', response);
+    res.status(200).json(response);
+  } catch (error: any) {
+    console.log('error', error);
+    res.status(500).json({ error: error.message || 'Something went wrong' });
+  }
+}
diff --git a/pages/api/delete-namespace.ts b/pages/api/delete-namespace.ts
new file mode 100644
index 0000000..d95871b
--- /dev/null
+++ b/pages/api/delete-namespace.ts
@@ -0,0 +1,46 @@
+import type { NextApiRequest, NextApiResponse } from 'next';
+import { PINECONE_NAME_SPACE } from '@/config/pinecone';
+import { createPineconeIndex } from '@/utils/pinecone-client';
+
+interface DeleteRequest {
+  ids?: Array<string>;
+  deleteAll?: boolean;
+  namespace?: string;
+  filter?: object;
+}
+
+interface DeleteOperationRequest {
+  deleteRequest: DeleteRequest;
+}
+
+export default async function handler(
+  req: NextApiRequest,
+  res: NextApiResponse,
+) {
+  if (req.method !== 'POST') {
+    res.status(405).json({ error: 'Method not allowed' });
+    return;
+  }
+  const { credentials } = req.body;
+
+  console.log('credentials', credentials);
+
+  try {
+    const index = await createPineconeIndex({
+      pineconeApiKey: credentials.pineconeApiKey,
+      pineconeEnvironment: credentials.pineconeEnvironment,
+      pineconeIndexName: credentials.pineconeIndex,
+    });
+
+    await index._deleteRaw({
+      deleteRequest: {
+        deleteAll: true,
+        namespace: PINECONE_NAME_SPACE,
+      },
+    });
+    res.status(200).json({ message: 'delete successful' });
+  } catch (error: any) {
+    console.log('error', error);
+    res.status(500).json({ error: error.message || 'Something went wrong' });
+  }
+}
diff --git a/pages/api/ingest-url.ts b/pages/api/ingest-url.ts
new file mode 100644
index 0000000..c1cdfb8
--- /dev/null
+++ b/pages/api/ingest-url.ts
@@ -0,0 +1,56 @@
+import type { NextApiRequest, NextApiResponse } from 'next';
+import { OpenAIEmbeddings } from 'langchain/embeddings/openai';
+import { RecursiveCharacterTextSplitter } from 'langchain/text_splitter';
+import { createPineconeIndex } from '@/utils/pinecone-client';
+import { PINECONE_NAME_SPACE } from '@/config/pinecone';
+import { PineconeStore } from 'langchain/vectorstores/pinecone';
+import { extractTextFromWebsiteUrl } from '@/utils/extractTextFromWebsiteUrl';
+
+export default async function handler(
+  req: NextApiRequest,
+  res: NextApiResponse,
+) {
+  const { credentials, url } = req.body;
+
+  console.log('url', url, 'credentials', credentials);
+
+  //only accept post requests
+  if (req.method !== 'POST') {
+    res.status(405).json({ error: 'Method not allowed' });
+    return;
+  }
+  try {
+    const rawDocs = await extractTextFromWebsiteUrl(url);
+
+    //change chunk size and overlap to get different results
+    const textSplitter = new RecursiveCharacterTextSplitter({
+      chunkSize: 500,
+      chunkOverlap: 20,
+    });
+
+    const docs = await textSplitter.splitDocuments(rawDocs);
+
+    // /*create and store the embeddings in the vectorStore*/
+    const embeddings = new OpenAIEmbeddings({
+      openAIApiKey: credentials.openaiApiKey,
+    });
+
+    const index = await createPineconeIndex({
+      pineconeApiKey: credentials.pineconeApiKey,
+      pineconeEnvironment: credentials.pineconeEnvironment,
+      pineconeIndexName: credentials.pineconeIndex,
+    });
+
+    await PineconeStore.fromDocuments(docs, embeddings, {
+      pineconeIndex: index,
+      namespace: PINECONE_NAME_SPACE,
+      textKey: 'text',
+    });
+
+    res.status(200).json({ rawDocs });
+  } catch (e: any) {
+    res.status(500).json({ error: e.message || 'Unknown error.' });
+  } finally {
+    res.end();
+  }
+}
diff --git a/pages/api/ingest.ts b/pages/api/ingest.ts
new file mode 100644
index 0000000..938ceef
--- /dev/null
+++ b/pages/api/ingest.ts
@@ -0,0 +1,111 @@
+import type { NextApiRequest, NextApiResponse } from 'next';
+import formidable from 'formidable';
+import { OpenAIEmbeddings } from 'langchain/embeddings/openai';
+import { RecursiveCharacterTextSplitter } from 'langchain/text_splitter';
+import { PineconeStore } from 'langchain/vectorstores/pinecone';
+import { fileConsumer, formidablePromise } from '@/utils/formidable';
+import { createPineconeIndex } from '@/utils/pinecone-client';
+import { PINECONE_NAME_SPACE } from '@/config/pinecone';
+import extractTextFromFile from '@/utils/extractTextFromFiles';
+
+const formidableConfig = {
+  keepExtensions: true,
+  maxFileSize: 4_500_000, // 4.5MB vercel limit
+  maxFieldsSize: 1_000_000, // 1MB
+  maxFields: 7,
+  allowEmptyFiles: false,
+  multiples: true, // if input uses HTML5 multiple attribute, the 'files' array will contain multiple files. Same as the fields.
+};
+
+const endBuffers: {
+  [filename: string]: Buffer;
+} = {};
+
+// Disable the default body parser to handle file uploads
+export const config = { api: { bodyParser: false } };
+
+export default async function handler(
+  req: NextApiRequest,
+  res: NextApiResponse,
+) {
+  //only accept post requests
+  if (req.method !== 'POST') {
+    res.status(405).json({ error: 'Method not allowed' });
+    return;
+  }
+  try {
+    const { fields, files } = await formidablePromise(req, {
+      ...formidableConfig,
+      // @ts-ignore
+      fileWriteStreamHandler: (file: any) => fileConsumer(file, endBuffers),
+    });
+
+    console.log('files', files);
+
+    function extractValue(value: any) {
+      if (Array.isArray(value)) {
+        return value[0];
+      }
+      return value;
+    }
+
+    const openaiApiKey = extractValue(fields['openai-api-key']);
+    const pineconeEnvironment = extractValue(fields['pinecone-environment']);
+    const pineconeIndex = extractValue(fields['pinecone-index']);
+    const pineconeApiKey = extractValue(fields['pinecone-api-key']);
+
+    let fileUp;
+
+    if (Array.isArray(files.files) && files.files.length > 1) {
+      fileUp = Object.values(files)[0];
+      console.log('fileUp', fileUp);
+    } else {
+      fileUp = Object.values(files);
+      console.log('fileUp', fileUp);
+    }
+
+    const docs = await Promise.all(
+      (fileUp as any[]).map(async (fileObj: any, idx) => {
+        const fileData = endBuffers[fileObj.newFilename];
+        console.log('fileobj', fileObj.mimetype, idx);
+
+        const rawDocs = await extractTextFromFile({
+          fileData: fileData,
+          filetype: fileObj.mimetype,
+          filename: fileObj.originalFilename ?? '',
+        });
+        // console.log(rawDocs);
+
+        const textSplitter = new RecursiveCharacterTextSplitter({
+          chunkSize: 1000,
+          chunkOverlap: 200,
+        });
+        return await textSplitter.splitDocuments(rawDocs);
+      }),
+    );
+    const flatDocs = docs.flat();
+
+    /*create and store the embeddings in the vectorStore*/
+    const embeddings = new OpenAIEmbeddings({
+      openAIApiKey: openaiApiKey,
+    });
+
+    const index = await createPineconeIndex({
+      pineconeApiKey: pineconeApiKey,
+      pineconeEnvironment: pineconeEnvironment,
+      pineconeIndexName: pineconeIndex,
+    });
+
+    await PineconeStore.fromDocuments(flatDocs, embeddings, {
+      pineconeIndex: index,
+      namespace: PINECONE_NAME_SPACE,
+      textKey: 'text',
+    });
+
+    res.status(200).json({ message: 'successfully ingested' });
+  } catch (e: any) {
+    res.status(500).json({ error: e.message || 'Unknown error.' });
+  } finally {
+    res.end();
+  }
+}
diff --git a/pages/chatbot.tsx b/pages/chatbot.tsx
new file mode 100644
index 0000000..e762846
--- /dev/null
+++ b/pages/chatbot.tsx
@@ -0,0 +1,170 @@
+import { useRef, useState, useEffect, useMemo } from 'react';
+import Layout from '@/components/layout';
+import styles from '@/styles/Home.module.css';
+import { Message } from '@/types/chat';
+import { useToast } from '@/hooks/use-toast';
+import { useCredentialsCookie } from '@/context/credentials-context';
+import { Chat } from '@/components/Chat';
+import { Document } from 'langchain/document';
+
+export default function ChatBot() {
+  const [query, setQuery] = useState<string>('');
+  const [loading, setLoading] = useState<boolean>(false);
+  const [messageState, setMessageState] = useState<{
+    messages: Message[];
+    history: [string, string][];
+    sourceDocs?: Document[];
+  }>({
+    messages: [
+      {
+        message: 'Hi, what would you like to learn?',
+        type: 'apiMessage',
+      },
+    ],
+    history: [],
+    sourceDocs: [],
+  });
+
+  const { messages, history, sourceDocs } = messageState;
+
+  const { toast } = useToast();
+  const { cookieValue } = useCredentialsCookie();
+
+  const messageListRef = useRef<HTMLDivElement>(null);
+  const textAreaRef = useRef<HTMLTextAreaElement>(null);
+
+  useEffect(() => {
+    textAreaRef.current?.focus();
+  }, []);
+
+  function hasMissingCredentials() {
+    return (
+      !cookieValue ||
+      !cookieValue.openaiApiKey ||
+      !cookieValue.pineconeApiKey ||
+      !cookieValue.pineconeEnvironment ||
+      !cookieValue.pineconeIndex
+    );
+  }
+
+  //handle form submission
+  async function handleSubmit(e: any) {
+    e.preventDefault();
+
+    if (hasMissingCredentials()) {
+      toast({
+        title: 'Please enter your credentials',
+        description:
+          'You need to enter your API keys to chat. Visit the "How it works" page.',
+        variant: 'destructive',
+      });
+      return;
+    }
+
+    if (!query) {
+      alert('Please input a question');
+      return;
+    }
+
+    const question = query.trim();
+
+    setMessageState((state) => ({
+      ...state,
+      messages: [
+        ...state.messages,
+        {
+          type: 'userMessage',
+          message: question,
+        },
+      ],
+    }));
+
+    setLoading(true);
+    setQuery('');
+
+    try {
+      const response = await fetch('/api/chat', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+        },
+        body: JSON.stringify({
+          question,
+          credentials: cookieValue,
+          history,
+        }),
+      });
+      const data = await response.json();
+      console.log('data', data);
+
+      if (data.error) {
+        toast({
+          title: 'Something went wrong',
+          description: data.error,
+          variant: 'destructive',
+        });
+      } else {
+        setMessageState((state) => ({
+          ...state,
+          messages: [
+            ...state.messages,
+            {
+              type: 'apiMessage',
+              message: data.text,
+              sourceDocs: data.sourceDocuments,
+            },
+          ],
+          history: [...state.history, [question, data.text]],
+        }));
+      }
+      console.log('messageState', messageState);
+
+      setLoading(false);
+
+      //scroll to bottom
+      messageListRef.current?.scrollTo(0, messageListRef.current.scrollHeight);
+    } catch (error) {
+      setLoading(false);
+      console.log('error', error);
+    }
+  }
+
+  //prevent empty submissions
+  const handleEnter = (e: any) => {
+    if (e.key === 'Enter' && query) {
+      handleSubmit(e);
+    } else if (e.key == 'Enter') {
+      e.preventDefault();
+    }
+  };
+
+  return (
+    <>
+      <Layout>
+        <div className="mx-auto flex flex-col gap-4">
+          <h1 className="text-2xl font-bold leading-[1.1] tracking-tighter text-center">
+            Chat With Your Docs
+          </h1>
+          <main className={styles.main}>
+            <Chat
+              chatMessages={messages}
+              handleSubmit={handleSubmit}
+              handleEnter={handleEnter}
+              textAreaRef={textAreaRef}
+              query={query}
+              setQuery={setQuery}
+              loading={loading}
+              sourceDocs={sourceDocs}
+              messageListRef={messageListRef}
+            />
+          </main>
+        </div>
+        <footer className="m-auto">
+          <a href="https://twitter.com/mayowaoshin">
+            Powered by LangChainAI. Demo built by Mayo (Twitter: @mayowaoshin).
+          </a>
+        </footer>
+      </Layout>
+    </>
+  );
+}
diff --git a/pages/index.tsx b/pages/index.tsx
new file mode 100644
index 0000000..1271495
--- /dev/null
+++ b/pages/index.tsx
@@ -0,0 +1,343 @@
+import { useRef, useState, useEffect, useMemo } from 'react';
+import Layout from '@/components/layout';
+import styles from '@/styles/Home.module.css';
+import { Message } from '@/types/chat';
+import { useToast } from '@/hooks/use-toast';
+import { useCredentialsCookie } from '@/context/credentials-context';
+import { Chat } from '@/components/Chat';
+import { Document } from 'langchain/document';
+import { FileUploadArea } from '@/components/FileUploadArea';
+import { urlPattern } from '@/utils/helpers';
+import { WebUpload } from '@/components/WebsiteUrlUpload';
+import { Credentials } from '@/components/Credentials';
+import { file_upload_config } from '@/config/fileuploadconfig';
+import { useRouter } from 'next/router';
+
+export default function Home() {
+  const [query, setQuery] = useState<string>('');
+  const [loading, setLoading] = useState<boolean>(false);
+  const [files, setFiles] = useState(null);
+  const [isUploading, setIsUploading] = useState(false);
+  const [isUploadingUrl, setIsUploadingUrl] = useState(false);
+  const [url, setUrl] = useState<string>('');
+  const [showChat, setShowChat] = useState<boolean>(false);
+  const [messageState, setMessageState] = useState<{
+    messages: Message[];
+    history: [string, string][];
+    sourceDocs?: Document[];
+  }>({
+    messages: [
+      {
+        message: 'Hi, what would you like to learn?',
+        type: 'apiMessage',
+      },
+    ],
+    history: [],
+    sourceDocs: [],
+  });
+
+  const { messages, history, sourceDocs } = messageState;
+
+  const router = useRouter();
+  const { toast } = useToast();
+  const { cookieValue } = useCredentialsCookie();
+
+  const messageListRef = useRef<HTMLDivElement>(null);
+  const textAreaRef = useRef<HTMLTextAreaElement>(null);
+
+  useEffect(() => {
+    textAreaRef.current?.focus();
+  }, []);
+
+  function hasMissingCredentials() {
+    return (
+      !cookieValue ||
+      !cookieValue.openaiApiKey ||
+      !cookieValue.pineconeApiKey ||
+      !cookieValue.pineconeEnvironment ||
+      !cookieValue.pineconeIndex
+    );
+  }
+
+  //handle file upload
+  async function handleFileUpload() {
+    if (!cookieValue || hasMissingCredentials()) {
+      toast({
+        title: 'Please enter your credentials',
+        description:
+          'You need to enter your API keys to upload files. Visit the "How it works" page',
+        variant: 'destructive',
+      });
+      return;
+    }
+
+    setIsUploading(true);
+
+    toast({
+      title: 'Uploading files',
+      description: 'Please wait while we upload your files',
+      variant: 'default',
+    });
+
+    const formData = new FormData();
+    formData.append('openai-api-key', cookieValue.openaiApiKey);
+    formData.append('pinecone-api-key', cookieValue.pineconeApiKey);
+    formData.append('pinecone-environment', cookieValue.pineconeEnvironment);
+    formData.append('pinecone-index', cookieValue.pineconeIndex);
+    Array.from(files || []).forEach((file) => {
+      formData.append('files', file);
+    });
+
+    try {
+      const response = await fetch('/api/ingest', {
+        method: 'POST',
+        body: formData,
+      });
+      const data = await response.json();
+      console.log('data', data);
+
+      if (data.error) {
+        toast({
+          title: 'Something went wrong',
+          description: data.error,
+          variant: 'destructive',
+        });
+        setIsUploading(false);
+      } else {
+        toast({
+          title: 'Your files have been uploaded successfully',
+          variant: 'default',
+        });
+        router.push('/chatbot');
+      }
+    } catch (error: any) {
+      console.log(error);
+      toast({
+        title: 'Something went wrong, please try again',
+        description: error.message || '',
+        variant: 'destructive',
+      });
+      setIsUploading(false);
+    }
+    setIsUploading(false);
+  }
+
+  //handle form submission for chat
+  async function handleSubmit(e: any) {
+    e.preventDefault();
+
+    if (hasMissingCredentials()) {
+      toast({
+        title: 'Please enter your credentials',
+        description:
+          'You need to enter your API keys to chat. Visit the "How it works" page',
+        variant: 'destructive',
+      });
+      return;
+    }
+
+    if (!query) {
+      alert('Please input a question');
+      return;
+    }
+
+    const question = query.trim();
+
+    setMessageState((state) => ({
+      ...state,
+      messages: [
+        ...state.messages,
+        {
+          type: 'userMessage',
+          message: question,
+        },
+      ],
+    }));
+
+    setLoading(true);
+    setQuery('');
+
+    try {
+      const response = await fetch('/api/chat', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+        },
+        body: JSON.stringify({
+          question,
+          credentials: cookieValue,
+          history,
+        }),
+      });
+      const data = await response.json();
+      console.log('data', data);
+
+      if (data.error) {
+        toast({
+          title: 'Something went wrong',
+          description: data.error,
+          variant: 'destructive',
+        });
+      } else {
+        setMessageState((state) => ({
+          ...state,
+          messages: [
+            ...state.messages,
+            {
+              type: 'apiMessage',
+              message: data.text,
+              sourceDocs: data.sourceDocuments,
+            },
+          ],
+          history: [...state.history, [question, data.text]],
+        }));
+      }
+      console.log('messageState', messageState);
+
+      setLoading(false);
+
+      //scroll to bottom
+      messageListRef.current?.scrollTo(0, messageListRef.current.scrollHeight);
+    } catch (error) {
+      setLoading(false);
+      console.log('error', error);
+    }
+  }
+
+  //handle web url submission
+  async function handleUrlUpload() {
+    if (hasMissingCredentials()) {
+      toast({
+        title: 'Please enter your credentials',
+        description:
+          'You need to enter your API keys to upload your url. Visit the "How it works" page',
+        variant: 'destructive',
+      });
+      return;
+    }
+
+    if (url.length === 0) {
+      toast({
+        title: 'Error',
+        description: 'URL is required',
+        variant: 'destructive',
+      });
+      return;
+    }
+
+    if (!urlPattern.test(url)) {
+      toast({
+        title: 'Error',
+        description: 'Invalid URL',
+        variant: 'destructive',
+      });
+      return;
+    }
+    const urlInput = url.trim();
+
+    setIsUploadingUrl(true);
+    setUrl(urlInput);
+
+    try {
+      const response = await fetch('/api/ingest-url', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+        },
+        body: JSON.stringify({
+          url: urlInput,
+          credentials: cookieValue,
+        }),
+      });
+      const data = await response.json();
+      if (data.error) {
+        toast({
+          title: 'Something went wrong',
+          description: data.error,
+          variant: 'destructive',
+        });
+        setIsUploadingUrl(false);
+      } else {
+        toast({
+          title: 'Your website url has been uploaded successfully',
+        });
+        router.push('/chatbot');
+      }
+    } catch (error: any) {
+      console.log(error);
+      toast({
+        title: 'Something went wrong, please try again',
+        description: error.message || '',
+        variant: 'destructive',
+      });
+      setIsUploadingUrl(false);
+    }
+
+    setUrl('');
+  }
+
+  //prevent empty submissions
+  const handleEnter = (e: any) => {
+    if (e.key === 'Enter' && query) {
+      handleSubmit(e);
+    } else if (e.key == 'Enter') {
+      e.preventDefault();
+    }
+  };
+
+  const handleUrlChange = (e: React.ChangeEvent<HTMLInputElement>) => {
+    setUrl(e.target.value);
+  };
+
+  return (
+    <>
+      <Layout>
+        <div className="mx-auto flex flex-col gap-4">
+          <h1 className="text-2xl font-bold leading-[1.1] tracking-tighter text-center">
+            Chat With Your Docs
+          </h1>
+          <Credentials />
+          <main className={styles.main}>
+            <>
+              <FileUploadArea
+                setFiles={setFiles}
+                isUploading={isUploading}
+                handleFileUpload={handleFileUpload}
+                files={files}
+                maxFileSizeMB={file_upload_config.max_file_size_mb}
+                maxNumFiles={file_upload_config.max_num_files_upload}
+              />
+              <h1 className="mt-5 scroll-m-20 border-b border-b-slate-100 pb-2 text-lg font-semibold tracking-tight transition-colors first:mt-0 dark:border-b-slate-300">
+                OR...
+              </h1>
+              <WebUpload
+                handleUrlUpload={handleUrlUpload}
+                isUploadingUrl={isUploadingUrl}
+                handleUrlChange={handleUrlChange}
+                url={url}
+              />
+            </>
+            {/* =            {showChat && (
+              <Chat
+                chatMessages={messages}
+                handleSubmit={handleSubmit}
+                handleEnter={handleEnter}
+                textAreaRef={textAreaRef}
+                query={query}
+                setQuery={setQuery}
+                loading={loading}
+                sourceDocs={sourceDocs}
+                messageListRef={messageListRef}
+              />
+            )} */}
+          </main>
+        </div>
+        <footer className="m-auto">
+          <a href="https://twitter.com/mayowaoshin">
+            Powered by LangChainAI. Demo built by Mayo (Twitter: @mayowaoshin).
+          </a>
+        </footer>
+      </Layout>
+    </>
+  );
+}
diff --git a/postcss.config.cjs b/postcss.config.cjs
new file mode 100644
index 0000000..a1b36d2
--- /dev/null
+++ b/postcss.config.cjs
@@ -0,0 +1,6 @@
+module.exports = {
+  plugins: {
+    tailwindcss: {},
+    autoprefixer: {},
+  },
+};
diff --git a/public/bot-image.png b/public/bot-image.png
new file mode 100644
index 0000000..eddc752
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diff --git a/public/favicon.ico b/public/favicon.ico
new file mode 100644
index 0000000..718d6fe
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diff --git a/public/usericon.png b/public/usericon.png
new file mode 100644
index 0000000..a797c31
Binary files /dev/null and b/public/usericon.png differ
diff --git a/scripts/ingest-data.ts b/scripts/ingest-data.ts
new file mode 100644
index 0000000..89a1f64
--- /dev/null
+++ b/scripts/ingest-data.ts
@@ -0,0 +1,57 @@
+import { RecursiveCharacterTextSplitter } from 'langchain/text_splitter';
+import { OpenAIEmbeddings } from 'langchain/embeddings/openai';
+import { PineconeStore } from 'langchain/vectorstores/pinecone';
+import { pinecone } from '@/utils/pinecone-local-client';
+import { PINECONE_INDEX_NAME, PINECONE_NAME_SPACE } from '@/config/pinecone';
+import { DirectoryLoader } from 'langchain/document_loaders';
+import { ManualPDFLoader } from '@/utils/manualPDFLoader';
+
+/* Name of directory to retrieve your files from */
+const filePath = 'docs';
+
+export const run = async () => {
+  try {
+    /*load raw docs from the all files in the directory */
+    /**
+     * Insert other loaders for different file types in a similar format
+     *
+     * For example:
+     * ".docx": (path:string) => new ManualDocxLoader(path),
+     */
+    const directoryLoader = new DirectoryLoader(filePath, {
+      '.pdf': (path: string) => new ManualPDFLoader(path),
+    });
+
+    // const loader = new PDFLoader(filePath);
+    const rawDocs = await directoryLoader.load();
+
+    /* Split text into chunks */
+    const textSplitter = new RecursiveCharacterTextSplitter({
+      chunkSize: 1000,
+      chunkOverlap: 200,
+    });
+
+    const docs = await textSplitter.splitDocuments(rawDocs);
+    console.log('split docs', docs);
+
+    console.log('creating vector store...');
+    /*create and store the embeddings in the vectorStore*/
+    const embeddings = new OpenAIEmbeddings();
+    const index = pinecone.Index(PINECONE_INDEX_NAME); //change to your own index name
+
+    //embed the PDF documents
+    await PineconeStore.fromDocuments(docs, embeddings, {
+      pineconeIndex: index,
+      namespace: PINECONE_NAME_SPACE,
+      textKey: 'text',
+    });
+  } catch (error) {
+    console.log('error', error);
+    throw new Error('Failed to ingest your data');
+  }
+};
+
+(async () => {
+  await run();
+  console.log('ingestion complete');
+})();
diff --git a/styles/Home.module.css b/styles/Home.module.css
new file mode 100644
index 0000000..8c2e915
--- /dev/null
+++ b/styles/Home.module.css
@@ -0,0 +1,262 @@
+.main {
+  display: flex;
+  flex-direction: column;
+  justify-content: space-between;
+  align-items: center;
+  padding: 2rem;
+}
+
+.header {
+  width: auto;
+}
+
+.header p {
+  text-align: center;
+}
+
+.cloudform {
+  position: relative;
+}
+
+.textarea {
+  position: relative;
+  resize: none;
+  font-size: 1.1rem;
+  padding: 1rem 2rem 1rem 2rem;
+  width: 75vw;
+  border-radius: 0.5rem;
+  border: 1px solid #d9d9e3;
+  background: #ffffff;
+  color: #000;
+  outline: none;
+}
+
+.textarea:disabled {
+  opacity: 0.5;
+}
+
+.textarea:focus {
+  outline: none;
+  border-color: #6b7280;
+  box-shadow: 0 0 0 3px rgba(156, 163, 175, 0.5);
+}
+
+.textarea::placeholder {
+  color: #6b7280;
+}
+
+.generatebutton {
+  position: absolute;
+  top: 0.87rem;
+  right: 1rem;
+  color: rgb(165, 162, 162);
+  background: none;
+  padding: 0.3rem;
+  border: none;
+  display: flex;
+}
+
+.loadingwheel {
+  position: absolute;
+  top: 0.2rem;
+  right: 0.25rem;
+}
+
+.svgicon {
+  transform: rotate(90deg);
+  width: 1.2em;
+  height: 1.2em;
+  fill: currentColor;
+}
+
+.generatebutton:hover {
+  background: #e4575726;
+  border-radius: 0.2rem;
+}
+
+.generatebutton:disabled {
+  opacity: 0.9;
+  cursor: not-allowed;
+  background: none;
+}
+
+.messagelist {
+  width: 100%;
+  height: 100%;
+  overflow-y: scroll;
+  border-radius: 0.5rem;
+}
+
+.messagelistloading {
+  display: flex;
+  width: 100%;
+  justify-content: center;
+  margin-top: 1rem;
+}
+
+.usermessage {
+  background: #ffffff;
+  padding: 1.5rem;
+  color: #000;
+}
+
+.usermessagewaiting {
+  padding: 1.5rem;
+  color: #000;
+  background: linear-gradient(to left, #07080938, #1a1c2024, #07080936);
+  background-size: 200% 200%;
+  background-position: -100% 0;
+  animation: loading-gradient 2s ease-in-out infinite;
+  animation-direction: alternate;
+  animation-name: loading-gradient;
+}
+
+@keyframes loading-gradient {
+  0% {
+    background-position: -100% 0;
+  }
+  100% {
+    background-position: 100% 0;
+  }
+}
+
+.apimessage {
+  background: #f9fafb;
+  padding: 1.5rem;
+  color: #000;
+  animation: fadein 0.5s;
+}
+
+@keyframes fadein {
+  from {
+    opacity: 0;
+  }
+  to {
+    opacity: 1;
+  }
+}
+
+.apimessage,
+.usermessage,
+.usermessagewaiting {
+  display: flex;
+}
+
+.markdownanswer {
+  line-height: 1.75;
+}
+
+.markdownanswer a:hover {
+  opacity: 0.8;
+}
+
+.markdownanswer a {
+  color: #b13a3a;
+  font-weight: 500;
+}
+
+.markdownanswer code {
+  color: #15cb19;
+  font-weight: 500;
+  white-space: pre-wrap !important;
+}
+
+.markdownanswer ol,
+.markdownanswer ul {
+  margin: 1rem;
+}
+
+.boticon,
+.usericon {
+  margin-right: 1rem;
+  border-radius: 0.1rem;
+  height: 100%;
+}
+
+.markdownanswer h1,
+.markdownanswer h2,
+.markdownanswer h3 {
+  font-size: inherit;
+}
+
+.center {
+  display: flex;
+  justify-content: center;
+  align-items: center;
+  position: relative;
+  padding: 2rem 0;
+  flex-direction: column;
+}
+
+.cloud {
+  width: 75vw;
+  height: 65vh;
+  background: #ffffff;
+  border-radius: 0.5rem;
+  border: 1px solid #d9d9e3;
+  display: flex;
+  justify-content: center;
+  align-items: center;
+}
+
+.pointsnormal {
+  width: 90%;
+  height: 90%;
+}
+
+.pointsdim {
+  width: 90%;
+  height: 90%;
+  opacity: 0.25;
+}
+
+.footer {
+  color: #5f6368;
+  font-size: 0.8rem;
+  margin: 1.5rem;
+}
+
+.footer a {
+  font-weight: 500;
+  color: #7a7d81;
+}
+
+.footer a:hover {
+  opacity: 0.8;
+}
+
+/* Mobile optimization */
+@media (max-width: 600px) {
+  .main {
+    padding: 1rem;
+    max-height: 90vh;
+  }
+
+  .cloud {
+    width: 22rem;
+    height: 28rem;
+  }
+  .textarea {
+    width: 22rem;
+  }
+  .topnav {
+    border: 1px solid black;
+    align-items: center;
+    padding: 0.85rem 0.75rem 0.85rem 0.75rem;
+  }
+
+  .navlogo {
+    font-size: 1.25rem;
+    width: 20rem;
+  }
+
+  .markdownanswer code {
+    white-space: pre-wrap !important;
+  }
+
+  .footer {
+    font-size: 0.7rem;
+    width: 100%;
+    text-align: center;
+  }
+}
diff --git a/styles/base.css b/styles/base.css
new file mode 100644
index 0000000..04b35af
--- /dev/null
+++ b/styles/base.css
@@ -0,0 +1,3 @@
+@tailwind base;
+@tailwind components;
+@tailwind utilities;
diff --git a/styles/chrome-bug.css b/styles/chrome-bug.css
new file mode 100644
index 0000000..b83c6c9
--- /dev/null
+++ b/styles/chrome-bug.css
@@ -0,0 +1,12 @@
+/**
+ * Chrome has a bug with transitions on load since 2012!
+ *
+ * To prevent a "pop" of content, you have to disable all transitions until
+ * the page is done loading.
+ *
+ * https://lab.laukstein.com/bug/input
+ * https://twitter.com/timer150/status/1345217126680899584
+ */
+body.loading * {
+  transition: none !important;
+}
diff --git a/styles/loading-dots.module.css b/styles/loading-dots.module.css
new file mode 100644
index 0000000..be337be
--- /dev/null
+++ b/styles/loading-dots.module.css
@@ -0,0 +1,69 @@
+.loading {
+  display: inline-flex;
+  align-items: center;
+}
+
+.loading .spacer {
+  margin-right: 2px;
+}
+
+.loading span {
+  animation-name: blink;
+  animation-duration: 1.4s;
+  animation-iteration-count: infinite;
+  animation-fill-mode: both;
+  width: 5px;
+  height: 5px;
+  border-radius: 50%;
+  display: inline-block;
+  margin: 0 1px;
+}
+
+.loading span:nth-of-type(2) {
+  animation-delay: 0.2s;
+}
+
+.loading span:nth-of-type(3) {
+  animation-delay: 0.4s;
+}
+
+.loading2 {
+  display: inline-flex;
+  align-items: center;
+}
+
+.loading2 .spacer {
+  margin-right: 2px;
+}
+
+.loading2 span {
+  animation-name: blink;
+  animation-duration: 1.4s;
+  animation-iteration-count: infinite;
+  animation-fill-mode: both;
+  width: 4px;
+  height: 4px;
+  border-radius: 50%;
+  display: inline-block;
+  margin: 0 1px;
+}
+
+.loading2 span:nth-of-type(2) {
+  animation-delay: 0.2s;
+}
+
+.loading2 span:nth-of-type(3) {
+  animation-delay: 0.4s;
+}
+
+@keyframes blink {
+  0% {
+    opacity: 0.2;
+  }
+  20% {
+    opacity: 1;
+  }
+  100% {
+    opacity: 0.2;
+  }
+}
diff --git a/tailwind.config.cjs b/tailwind.config.cjs
new file mode 100644
index 0000000..b737e07
--- /dev/null
+++ b/tailwind.config.cjs
@@ -0,0 +1,12 @@
+/** @type {import('tailwindcss').Config} */
+module.exports = {
+  darkMode: 'class',
+  content: [
+    './app/**/*.{js,ts,jsx,tsx}',
+    './pages/**/*.{js,ts,jsx,tsx}',
+    './components/**/*.{js,ts,jsx,tsx}',
+  ],
+  theme: {
+    extend: {},
+  },
+};
diff --git a/tsconfig.json b/tsconfig.json
new file mode 100644
index 0000000..7ffe20c
--- /dev/null
+++ b/tsconfig.json
@@ -0,0 +1,30 @@
+{
+  "compilerOptions": {
+    "target": "es2020",
+    "lib": ["dom", "dom.iterable", "esnext"],
+    "allowJs": true,
+    "skipLibCheck": true,
+    "strict": true,
+    "outDir": "dist",
+    "forceConsistentCasingInFileNames": true,
+    "noEmit": true,
+    "esModuleInterop": true,
+    "module": "esnext",
+    "moduleResolution": "node",
+    "resolveJsonModule": true,
+    "isolatedModules": true,
+    "jsx": "preserve",
+    "incremental": true,
+    "baseUrl": ".",
+    "plugins": [
+      {
+        "name": "next"
+      }
+    ],
+    "paths": {
+      "@/*": ["./*"]
+    }
+  },
+  "include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", ".next/types/**/*.ts"],
+  "exclude": ["node_modules"]
+}
diff --git a/types/chat.ts b/types/chat.ts
new file mode 100644
index 0000000..a864b09
--- /dev/null
+++ b/types/chat.ts
@@ -0,0 +1,8 @@
+import { Document } from 'langchain/document';
+
+export type Message = {
+  type: 'apiMessage' | 'userMessage';
+  message: string;
+  isStreaming?: boolean;
+  sourceDocs?: Document[];
+};
diff --git a/types/misc.ts b/types/misc.ts
new file mode 100644
index 0000000..cae2104
--- /dev/null
+++ b/types/misc.ts
@@ -0,0 +1,8 @@
+import { BasePromptTemplate } from 'langchain/dist';
+
+interface qaChainParams {
+  prompt?: BasePromptTemplate;
+  combineMapPrompt?: BasePromptTemplate;
+  combinePrompt?: BasePromptTemplate;
+  type?: string;
+}
diff --git a/types/pinecone.ts b/types/pinecone.ts
new file mode 100644
index 0000000..79fb873
--- /dev/null
+++ b/types/pinecone.ts
@@ -0,0 +1,5 @@
+export type CreatePineconeIndexArgs = {
+  pineconeApiKey: string;
+  pineconeEnvironment?: string;
+  pineconeIndexName: string;
+};
diff --git a/utils/cn.ts b/utils/cn.ts
new file mode 100644
index 0000000..359cc2a
--- /dev/null
+++ b/utils/cn.ts
@@ -0,0 +1,6 @@
+import { ClassValue, clsx } from 'clsx';
+import { twMerge } from 'tailwind-merge';
+
+export function cn(...inputs: ClassValue[]) {
+  return twMerge(clsx(inputs));
+}
diff --git a/utils/customPDFLoader.ts b/utils/customPDFLoader.ts
new file mode 100644
index 0000000..51cde66
--- /dev/null
+++ b/utils/customPDFLoader.ts
@@ -0,0 +1,18 @@
+import { Document } from 'langchain/document';
+
+export async function customPDFLoader(
+  raw: Buffer,
+  filename: string = '',
+): Promise<Document[]> {
+  const { default: pdf } = await import('pdf-parse/lib/pdf-parse.js');
+  const parsed = await pdf(raw);
+  return [
+    new Document({
+      pageContent: parsed.text,
+      metadata: {
+        source: filename,
+        pdf_numpages: parsed.numpages,
+      },
+    }),
+  ];
+}
diff --git a/utils/extractTextFromFiles.ts b/utils/extractTextFromFiles.ts
new file mode 100644
index 0000000..63b3e15
--- /dev/null
+++ b/utils/extractTextFromFiles.ts
@@ -0,0 +1,67 @@
+import { Document } from 'langchain/document';
+import { customPDFLoader } from './customPDFLoader';
+import { TextLoader } from 'langchain/document_loaders/fs/text';
+import { DocxLoader } from 'langchain/document_loaders/fs/docx';
+import { JSONLoader } from 'langchain/document_loaders/fs/json';
+import { CSVLoader } from 'langchain/document_loaders/fs/csv';
+
+export default async function extractTextFromFile({
+  fileData,
+  filetype,
+  filename,
+}: {
+  fileData: Buffer;
+  filetype: string | null;
+  filename: string;
+}): Promise<Document[]> {
+  console.log('extractTextFromFile', filetype, filename);
+
+  if (!filetype) {
+    throw new Error('Unkown file type');
+  }
+
+  let text: string;
+  let metadata: Record<string, any> = {};
+  let result: Document[] = [];
+  // Handle different file types using different modules
+  switch (filetype) {
+    case 'application/pdf':
+      // use custom pdf loader (no need for blob)
+      const pdfDocs = await customPDFLoader(fileData, filename);
+      result = pdfDocs;
+      break;
+    case 'application/vnd.openxmlformats-officedocument.wordprocessingml.document': // i.e. docx file
+      // use blob to load pdf
+      const docxBlob = new Blob([fileData], {
+        type: 'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
+      });
+      const docxLoader = new DocxLoader(docxBlob);
+      const docxDoc = await docxLoader.load();
+      result = docxDoc;
+      break;
+    // case for json
+    case 'application/json':
+      const jsonBlob = new Blob([fileData], { type: 'application/json' });
+      const jsonLoader = new JSONLoader(jsonBlob);
+      const jsonDoc = await jsonLoader.load();
+      result = jsonDoc;
+      break;
+    case 'text/markdown':
+    case 'text/csv':
+      const csvBlob = new Blob([fileData], { type: 'text/csv' });
+      const csvLoader = new CSVLoader(csvBlob);
+      const csvDoc = await csvLoader.load();
+      result = csvDoc;
+      break;
+    case 'text/plain':
+      const textBlob = new Blob([fileData], { type: 'text/plain' });
+      const textLoader = new TextLoader(textBlob);
+      const textDoc = await textLoader.load();
+      result = textDoc;
+      break;
+    default:
+      throw new Error('Unsupported file type: ${filetype}');
+  }
+
+  return result;
+}
diff --git a/utils/extractTextFromWebsiteUrl.ts b/utils/extractTextFromWebsiteUrl.ts
new file mode 100644
index 0000000..2da2a40
--- /dev/null
+++ b/utils/extractTextFromWebsiteUrl.ts
@@ -0,0 +1,10 @@
+import { Document } from 'langchain/document';
+import { CheerioWebBaseLoader } from 'langchain/document_loaders/web/cheerio';
+
+export async function extractTextFromWebsiteUrl(
+  url: string,
+): Promise<Document[]> {
+  const loader = new CheerioWebBaseLoader(url);
+  const docs = await loader.load();
+  return docs;
+}
diff --git a/utils/formidable.ts b/utils/formidable.ts
new file mode 100644
index 0000000..1e345f1
--- /dev/null
+++ b/utils/formidable.ts
@@ -0,0 +1,50 @@
+import { Writable } from 'stream';
+import type { NextApiRequest } from 'next';
+import type { File } from 'formidable';
+import formidable, { IncomingForm } from 'formidable';
+
+export const formidablePromise = (
+  req: NextApiRequest,
+  opts?: Parameters<typeof formidable>[0],
+): Promise<{ fields: formidable.Fields; files: formidable.Files }> => {
+  return new Promise((accept, reject) => {
+    const form = formidable(opts);
+
+    form.parse(req, (err, fields, files) => {
+      if (err) {
+        return reject(err);
+      }
+      return accept({ fields, files });
+    });
+  });
+};
+
+export const fileConsumer = (
+  file: File,
+  endBuffers: {
+    [filename: string]: Buffer;
+  },
+) => {
+  console.log('fileConsumer:', file.newFilename, file);
+
+  const chunks: any = [];
+
+  const writable = new Writable({
+    write: (chunk, _enc, next) => {
+      chunks.push(chunk);
+      next();
+    },
+    destroy() {
+      endBuffers = {};
+    },
+    final(cb) {
+      const buffer = Buffer.concat(chunks);
+      endBuffers[file.newFilename] = buffer;
+      console.log('fileConsumer:', file.newFilename, endBuffers);
+
+      cb();
+    },
+  });
+
+  return writable;
+};
diff --git a/utils/helpers.ts b/utils/helpers.ts
new file mode 100644
index 0000000..8d9adf0
--- /dev/null
+++ b/utils/helpers.ts
@@ -0,0 +1,9 @@
+export const urlPattern = new RegExp(
+  '^(https?:\\/\\/)?' + // protocol
+    '((([a-z\\d]([a-z\\d-]*[a-z\\d])*)\\.)+[a-z]{2,}|' + // domain name
+    '((\\d{1,3}\\.){3}\\d{1,3}))' + // OR ip (v4) address
+    '(\\:\\d+)?(\\/[-a-z\\d%_.~+]*)*' + // port and path
+    '(\\?[;&a-z\\d%_.~+=-]*)?' + // query string
+    '(\\#[-a-z\\d_]*)?$',
+  'i',
+);
diff --git a/utils/logClass.ts b/utils/logClass.ts
new file mode 100644
index 0000000..64cdcbf
--- /dev/null
+++ b/utils/logClass.ts
@@ -0,0 +1,48 @@
+//example of extending a class to log for errors
+//overridethe method causing the error
+
+import { PineconeStore as OriginalPineconeStore } from 'langchain/vectorstores/pinecone';
+import { Document } from 'langchain/document';
+import { OpenAIEmbeddings } from 'langchain/embeddings';
+import type { VectorOperationsApi } from '@pinecone-database/pinecone/dist/pinecone-generated-ts-fetch';
+
+type PineconeMetadata = Record<string, any>;
+
+export interface PineconeLibArgs {
+  pineconeIndex: VectorOperationsApi;
+  textKey?: string;
+  namespace?: string;
+  filter?: PineconeMetadata;
+}
+
+export class PineconeStore extends OriginalPineconeStore {
+  textKey: string;
+
+  namespace?: string;
+
+  pineconeIndex: VectorOperationsApi;
+
+  filter?: PineconeMetadata;
+
+  constructor(embeddings: OpenAIEmbeddings, args: PineconeLibArgs) {
+    super(embeddings, args);
+
+    this.embeddings = embeddings;
+    this.namespace = args.namespace;
+    this.pineconeIndex = args.pineconeIndex;
+    this.textKey = args.textKey ?? 'text';
+    this.filter = args.filter;
+  }
+  async addVectors(
+    vectors: number[][],
+    documents: Document[],
+    ids?: string[],
+  ): Promise<void> {
+    console.log('vectors', vectors);
+    console.log('documents', documents);
+    console.log('ids', ids);
+
+    // Call the original addVectors method with the provided data
+    return super.addVectors(vectors, documents, ids);
+  }
+}
diff --git a/utils/makechain.ts b/utils/makechain.ts
new file mode 100644
index 0000000..848fb91
--- /dev/null
+++ b/utils/makechain.ts
@@ -0,0 +1,40 @@
+import { OpenAI } from 'langchain/llms/openai';
+import { PineconeStore } from 'langchain/vectorstores/pinecone';
+import { ConversationalRetrievalQAChain } from 'langchain/chains';
+
+const CONDENSE_PROMPT = `Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question.
+
+Chat History:
+{chat_history}
+Follow Up Input: {question}
+Standalone question:`;
+
+// change to your own 'system' prompt
+const QA_PROMPT = `You are an AI assistant providing helpful advice. Use the following pieces of context to answer the question at the end.
+If you don't know the answer based on the context below, just say "Hmm, I'm not sure." DO NOT try to make up an answer.
+If the question is not related to the context, politely respond that you are tuned to only answer questions that are related to the context.
+
+{context}
+
+Question: {question}
+Helpful answer in markdown:`;
+
+export const makeChain = (vectorstore: PineconeStore, openaiApiKey: string) => {
+  const model = new OpenAI({
+    temperature: 0, // increase temepreature to get more creative answers
+    modelName: 'gpt-3.5-turbo',
+    openAIApiKey: openaiApiKey, //change this to gpt-4 if you have access to the api
+  });
+
+  const chain = ConversationalRetrievalQAChain.fromLLM(
+    model,
+    vectorstore.asRetriever(),
+    {
+      qaTemplate: QA_PROMPT,
+      questionGeneratorTemplate: CONDENSE_PROMPT,
+      returnSourceDocuments: true, //The number of source documents returned is 4 by default
+    },
+  );
+
+  return chain;
+};
diff --git a/utils/manualPDFLoader.ts b/utils/manualPDFLoader.ts
new file mode 100644
index 0000000..51b7bd1
--- /dev/null
+++ b/utils/manualPDFLoader.ts
@@ -0,0 +1,61 @@
+import { Document } from 'langchain/document';
+import { readFile } from 'fs/promises';
+import { BaseDocumentLoader } from 'langchain/document_loaders';
+
+export abstract class BufferLoader extends BaseDocumentLoader {
+  constructor(public filePathOrBlob: string | Blob) {
+    super();
+  }
+
+  protected abstract parse(
+    raw: Buffer,
+    metadata: Document['metadata'],
+  ): Promise<Document[]>;
+
+  public async load(): Promise<Document[]> {
+    let buffer: Buffer;
+    let metadata: Record<string, string>;
+    if (typeof this.filePathOrBlob === 'string') {
+      buffer = await readFile(this.filePathOrBlob);
+      metadata = { source: this.filePathOrBlob };
+    } else {
+      buffer = await this.filePathOrBlob
+        .arrayBuffer()
+        .then((ab) => Buffer.from(ab));
+      metadata = { source: 'blob', blobType: this.filePathOrBlob.type };
+    }
+    return this.parse(buffer, metadata);
+  }
+}
+
+export class ManualPDFLoader extends BufferLoader {
+  public async parse(
+    raw: Buffer,
+    metadata: Document['metadata'],
+  ): Promise<Document[]> {
+    const { pdf } = await PDFLoaderImports();
+    const parsed = await pdf(raw);
+    return [
+      new Document({
+        pageContent: parsed.text,
+        metadata: {
+          ...metadata,
+          pdf_numpages: parsed.numpages,
+        },
+      }),
+    ];
+  }
+}
+
+async function PDFLoaderImports() {
+  try {
+    // the main entrypoint has some debug code that we don't want to import
+    const { default: pdf } = await import('pdf-parse/lib/pdf-parse.js');
+    return { pdf };
+  } catch (e) {
+    console.error(e);
+    throw new Error(
+      'Failed to load pdf-parse. Please install it with eg. `npm install pdf-parse`.',
+    );
+  }
+}
diff --git a/utils/openai-client.ts b/utils/openai-client.ts
new file mode 100644
index 0000000..378c6c3
--- /dev/null
+++ b/utils/openai-client.ts
@@ -0,0 +1,9 @@
+import { OpenAI } from 'langchain/llms/openai';
+
+if (!process.env.OPENAI_API_KEY) {
+  throw new Error('Missing OpenAI Credentials');
+}
+
+export const openai = new OpenAI({
+  temperature: 0,
+});
diff --git a/utils/pinecone-client.ts b/utils/pinecone-client.ts
new file mode 100644
index 0000000..9d165c8
--- /dev/null
+++ b/utils/pinecone-client.ts
@@ -0,0 +1,31 @@
+/**
+ * This pinecone client is used in your api routes via the Frontend UI
+ */
+
+import { PineconeClient } from '@pinecone-database/pinecone';
+import { CreatePineconeIndexArgs } from '@/types/pinecone';
+
+//use this client in api routes
+export const createPineconeIndex = async ({
+  pineconeApiKey,
+  pineconeEnvironment,
+  pineconeIndexName,
+}: CreatePineconeIndexArgs) => {
+  const pinecone = new PineconeClient();
+
+  // console.log('pineconeApiKey', pineconeApiKey);
+  // console.log('pineconeEnvironment', pineconeEnvironment);
+  // console.log('pineconeIndexName', pineconeIndexName);
+  // console.log('pinecone', pinecone);
+
+  await pinecone.init({
+    apiKey: pineconeApiKey ?? '',
+    environment: pineconeEnvironment ?? '', //this is in the pinecone dashboard
+  });
+
+  const index = pinecone.Index(pineconeIndexName);
+
+  console.log('index', index);
+
+  return index;
+};
diff --git a/utils/pinecone-local-client.ts b/utils/pinecone-local-client.ts
new file mode 100644
index 0000000..b58974f
--- /dev/null
+++ b/utils/pinecone-local-client.ts
@@ -0,0 +1,27 @@
+/**
+ * This pinecone client is used in your manual ingestion script
+ */
+
+import { PineconeClient } from '@pinecone-database/pinecone';
+
+if (!process.env.PINECONE_ENVIRONMENT || !process.env.PINECONE_API_KEY) {
+  throw new Error('Pinecone environment or api key vars missing');
+}
+
+async function initPinecone() {
+  try {
+    const pinecone = new PineconeClient();
+
+    await pinecone.init({
+      environment: process.env.PINECONE_ENVIRONMENT ?? '', //this is in the dashboard
+      apiKey: process.env.PINECONE_API_KEY ?? '',
+    });
+
+    return pinecone;
+  } catch (error) {
+    console.log('error', error);
+    throw new Error('Failed to initialize Pinecone Client');
+  }
+}
+
+export const pinecone = await initPinecone();
diff --git a/yarn.lock b/yarn.lock
new file mode 100644
index 0000000..a709107
--- /dev/null
+++ b/yarn.lock
@@ -0,0 +1,4194 @@
+# THIS IS AN AUTOGENERATED FILE. DO NOT EDIT THIS FILE DIRECTLY.
+# yarn lockfile v1
+
+
+"@anthropic-ai/sdk@^0.4.3":
+  version "0.4.3"
+  resolved "https://registry.yarnpkg.com/@anthropic-ai/sdk/-/sdk-0.4.3.tgz#372878ad2b86b7e10e047eafd781e3aea69f8a80"
+  integrity sha512-SZrlXvjUUYT9rPmSzlTtmVk1OjVNpkCzILRluhiYwNcxXfQyvPJDi0CI6PyymygcgtqEF5EVqhKmC/PtPsNEIw==
+  dependencies:
+    "@fortaine/fetch-event-source" "^3.0.6"
+    cross-fetch "^3.1.5"
+
+"@babel/runtime@^7.13.10", "@babel/runtime@^7.20.7":
+  version "7.21.0"
+  resolved "https://registry.npmjs.org/@babel/runtime/-/runtime-7.21.0.tgz"
+  integrity sha512-xwII0//EObnq89Ji5AKYQaRYiW/nZ3llSv29d49IuxPhKbtJoLP+9QUUZ4nVragQVtaVGeZrpB+ZtG/Pdy/POw==
+  dependencies:
+    regenerator-runtime "^0.13.11"
+
+"@dqbd/tiktoken@^1.0.4":
+  version "1.0.6"
+  resolved "https://registry.yarnpkg.com/@dqbd/tiktoken/-/tiktoken-1.0.6.tgz#96bfd0a4909726c61551a8c783493f01841bd163"
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+
+"@esbuild-kit/cjs-loader@^2.4.2":
+  version "2.4.2"
+  resolved "https://registry.npmjs.org/@esbuild-kit/cjs-loader/-/cjs-loader-2.4.2.tgz"
+  integrity sha512-BDXFbYOJzT/NBEtp71cvsrGPwGAMGRB/349rwKuoxNSiKjPraNNnlK6MIIabViCjqZugu6j+xeMDlEkWdHHJSg==
+  dependencies:
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+    get-tsconfig "^4.4.0"
+
+"@esbuild-kit/core-utils@^3.0.0":
+  version "3.1.0"
+  resolved "https://registry.npmjs.org/@esbuild-kit/core-utils/-/core-utils-3.1.0.tgz"
+  integrity sha512-Uuk8RpCg/7fdHSceR1M6XbSZFSuMrxcePFuGgyvsBn+u339dk5OeL4jv2EojwTN2st/unJGsVm4qHWjWNmJ/tw==
+  dependencies:
+    esbuild "~0.17.6"
+    source-map-support "^0.5.21"
+
+"@esbuild-kit/esm-loader@^2.5.5":
+  version "2.5.5"
+  resolved "https://registry.npmjs.org/@esbuild-kit/esm-loader/-/esm-loader-2.5.5.tgz"
+  integrity sha512-Qwfvj/qoPbClxCRNuac1Du01r9gvNOT+pMYtJDapfB1eoGN1YlJ1BixLyL9WVENRx5RXgNLdfYdx/CuswlGhMw==
+  dependencies:
+    "@esbuild-kit/core-utils" "^3.0.0"
+    get-tsconfig "^4.4.0"
+
+"@esbuild/android-arm64@0.17.15":
+  version "0.17.15"
+  resolved "https://registry.yarnpkg.com/@esbuild/android-arm64/-/android-arm64-0.17.15.tgz#893ad71f3920ccb919e1757c387756a9bca2ef42"
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+
+"@esbuild/android-arm@0.17.15":
+  version "0.17.15"
+  resolved "https://registry.yarnpkg.com/@esbuild/android-arm/-/android-arm-0.17.15.tgz#143e0d4e4c08c786ea410b9a7739779a9a1315d8"
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+
+"@esbuild/android-x64@0.17.15":
+  version "0.17.15"
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+
+"@esbuild/darwin-arm64@0.17.15":
+  version "0.17.15"
+  resolved "https://registry.yarnpkg.com/@esbuild/darwin-arm64/-/darwin-arm64-0.17.15.tgz#2e88e79f1d327a2a7d9d06397e5232eb0a473d61"
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+
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+  version "0.17.15"
+  resolved "https://registry.yarnpkg.com/@esbuild/darwin-x64/-/darwin-x64-0.17.15.tgz#9384e64c0be91388c57be6d3a5eaf1c32a99c91d"
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+
+"@esbuild/freebsd-arm64@0.17.15":
+  version "0.17.15"
+  resolved "https://registry.yarnpkg.com/@esbuild/freebsd-arm64/-/freebsd-arm64-0.17.15.tgz#2ad5a35bc52ebd9ca6b845dbc59ba39647a93c1a"
+  integrity sha512-Xk9xMDjBVG6CfgoqlVczHAdJnCs0/oeFOspFap5NkYAmRCT2qTn1vJWA2f419iMtsHSLm+O8B6SLV/HlY5cYKg==
+
+"@esbuild/freebsd-x64@0.17.15":
+  version "0.17.15"
+  resolved "https://registry.yarnpkg.com/@esbuild/freebsd-x64/-/freebsd-x64-0.17.15.tgz#b513a48446f96c75fda5bef470e64d342d4379cd"
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+
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+  resolved "https://registry.yarnpkg.com/@esbuild/linux-arm64/-/linux-arm64-0.17.15.tgz#9697b168175bfd41fa9cc4a72dd0d48f24715f31"
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+
+"@esbuild/linux-arm@0.17.15":
+  version "0.17.15"
+  resolved "https://registry.yarnpkg.com/@esbuild/linux-arm/-/linux-arm-0.17.15.tgz#5b22062c54f48cd92fab9ffd993732a52db70cd3"
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+
+"@esbuild/linux-ia32@0.17.15":
+  version "0.17.15"
+  resolved "https://registry.yarnpkg.com/@esbuild/linux-ia32/-/linux-ia32-0.17.15.tgz#eb28a13f9b60b5189fcc9e98e1024f6b657ba54c"
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+
+"@esbuild/linux-loong64@0.17.15":
+  version "0.17.15"
+  resolved "https://registry.yarnpkg.com/@esbuild/linux-loong64/-/linux-loong64-0.17.15.tgz#32454bdfe144cf74b77895a8ad21a15cb81cfbe5"
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+
+"@esbuild/linux-mips64el@0.17.15":
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