add a profile photo for chatbot, styling fixes, add button to reset session, load an epub instead of our github vector embeddings

package-lock.json

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     },
+    "node_modules/xml2js": {
+      "version": "0.6.2",
+      "resolved": "https://registry.npmjs.org/xml2js/-/xml2js-0.6.2.tgz",
+      "integrity": "sha512-T4rieHaC1EXcES0Kxxj4JWgaUQHDk+qwHcYOCFHfiwKz7tOVPLq7Hjq9dM1WCMhylqMEfP7hMcOIChvotiZegA==",
+      "dependencies": {
+        "sax": ">=0.6.0",
+        "xmlbuilder": "~11.0.0"
+      },
+      "engines": {
+        "node": ">=4.0.0"
+      }
+    },
+    "node_modules/xmlbuilder": {
+      "version": "11.0.1",
+      "resolved": "https://registry.npmjs.org/xmlbuilder/-/xmlbuilder-11.0.1.tgz",
+      "integrity": "sha512-fDlsI/kFEx7gLvbecc0/ohLG50fugQp8ryHzMTuW9vSa1GJ0XYWKnhsUx7oie3G98+r56aTQIUB4kht42R3JvA==",
+      "engines": {
+        "node": ">=4.0"
+      }
+    },
     "node_modules/y18n": {
       "version": "5.0.8",
       "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",

package.json

@@ -50,6 +50,7 @@
     "@dimforge/rapier3d-compat": "^0.11.2",
     "@langchain/anthropic": "^0.3.1",
     "@langchain/community": "^0.3.1",
+    "@langchain/core": "^0.2.34",
     "@langchain/openai": "^0.3.0",
     "@langchain/textsplitters": "^0.1.0",
     "@tensorflow-models/universal-sentence-encoder": "^1.3.3",
@@ -57,7 +58,9 @@
     "@threlte/core": "^7.3.1",
     "@threlte/extras": "^8.11.5",
     "@threlte/rapier": "^2.0.1",
+    "epub2": "^3.0.2",
     "fuse.js": "^7.0.0",
+    "html-to-text": "^9.0.5",
     "marked": "^12.0.2",
     "mdsvex": "^0.11.2",
     "three": "^0.159.0"

src/app.d.ts

@@ -3,11 +3,13 @@
 declare global {
 	namespace App {
 		// interface Error {}
-		// interface Locals {}
+		interface Locals {
+			sessionId: string;
+		}
 		// interface PageData {}
 		// interface PageState {}
 		// interface Platform {}
 	}
 }
 
-export {};
+export { };

src/lib/store.ts

@@ -1,5 +1,26 @@
 import { writable } from 'svelte/store';
 import type { SearchResult } from './utils/search';
+import type { HumanMessage, AIMessage, SystemMessage } from '@langchain/core/messages';
 
 const initArray: SearchResult[] = [];
 export const searchResults = writable(initArray);
+
+export type ChatHistory = (HumanMessage | AIMessage | SystemMessage)[];
+
+const chatHistories: Record<string, ChatHistory> = {};
+
+export const chatStore = writable(chatHistories);
+
+export function getChatHistory(sessionId: string): ChatHistory {
+	return chatHistories[sessionId] || [];
+}
+
+export function setChatHistory(sessionId: string, history: ChatHistory): void {
+	chatHistories[sessionId] = history;
+	chatStore.set(chatHistories);
+}
+
+export function clearChatHistory(sessionId: string): void {
+	chatHistories[sessionId] = [];
+	chatStore.set(chatHistories);
+}

src/routes/ai/+page.svelte

@@ -1,11 +1,10 @@
 <script lang="ts">
 	import '../../app.css';
 	import type { SearchResult } from '$lib/utils/search';
-	import { searchResults } from '$lib/store';
+	import { searchResults, type ChatHistory } from '$lib/store';
 	import { onMount } from 'svelte';
 	import { marked } from 'marked';
 	import { HumanMessage, AIMessage } from '@langchain/core/messages';
-	import type { ChatHistory } from '../api/ai/+server';
 	import { PUBLIC_LOAD_DUMMY_HISTORY } from '$env/static/public';
 
 	let searchResultsValue: SearchResult[] = [];
@@ -86,6 +85,22 @@
 			loading = false;
 		}
 	}
+
+	async function handleNewSession() {
+		try {
+			const response = await fetch('/api/ai/new-session', { method: 'POST' });
+			if (response.ok) {
+				const historyResponse = await fetch('/api/ai');
+				const data = await historyResponse.json();
+				chatHistory = data.chatHistory || [];
+				query = '';
+			} else {
+				console.error('Failed to start new session');
+			}
+		} catch (error) {
+			console.error('Error starting new session:', error);
+		}
+	}
 </script>
 
 <svelte:head>
@@ -93,13 +108,29 @@
 </svelte:head>
 
 {#if searchResultsValue.length === 0}
-	<div class="flex-grow flex-col overflow-auto p-4">
+	<div class="flex-grow flex-col overflow-auto p-4 my-2 bg-base-200">
+		<div class="flex flex-col items-center gap-4">
+			<div class="avatar">
+				<div class="ring-primary ring-offset-base-100 w-64 rounded-full ring ring-offset-2">
+					<img src="/imgs/ai/profile.jpg" alt="Portrait of an orange tabby cat reading a book" />
+				</div>
+			</div>
+			<span>
+				This lil guy just finished reading <a
+					class="link link-primary"
+					href="https://bookshop.org/p/books/a-history-of-tea-the-life-and-times-of-the-world-s-favorite-beverage-laura-c-martin/11044690"
+					target="_blank"
+				>
+					A History of Tea
+				</a>, so ask 'em anything about the book.
+			</span>
+		</div>
 		<div class="space-y-4">
 			{#each chatHistory as message}
 				{@const { role, content } = getRoleAndContent(message)}
 				{#if role === 'human'}
 					<div class="chat chat-end">
-						<div class="chat-bubble chat-bubble-primary">
+						<div class="chat-bubble chat-bubble-primary prose">
 							{@html renderMarkdown(content)}
 						</div>
 					</div>
@@ -112,30 +143,29 @@
 		</div>
 
 		{#if loading}
-			<div class="mt-4">
+			<div class="mt-4 flex flex-col items-center justify-center">
 				<span class="loading loading-dots loading-lg"></span>
+				<span>This may take a minute; streaming is still a work in progress.</span>
 			</div>
 		{/if}
 		<form on:submit|preventDefault={handleSubmit} class="mt-4 flex-col">
 			<label class="form-control">
-				<div class="label">
-					<span class="label-text">
-						Querying the Authenticator <a
-							href="https://git.silentsilas.com/silentsilas/Authenticator"
-							target="_blank"
-							class="link-primary">repository</a
-						>
-					</span>
-				</div>
 				<textarea
 					bind:value={query}
 					class="textarea textarea-bordered h-24"
 					placeholder="Type your message here..."
 				></textarea>
 			</label>
-			<button type="submit" class="btn btn-block btn-primary mt-2" disabled={loading}>
+			<button type="submit" class="btn btn-block btn-primary mt-4" disabled={loading}>
 				Send
 			</button>
+			<button
+				type="button"
+				class="btn btn-block btn-error btn-outline mt-2"
+				on:click={handleNewSession}
+			>
+				New Session
+			</button>
 		</form>
 	</div>
 {/if}

src/routes/api/ai/+server.ts

@@ -1,47 +1,34 @@
 import { json } from '@sveltejs/kit';
-import { FaissStore } from '@langchain/community/vectorstores/faiss';
-import { OpenAIEmbeddings } from '@langchain/openai';
 import { ChatAnthropic } from '@langchain/anthropic';
 import { RunnableSequence, RunnablePassthrough } from '@langchain/core/runnables';
 import { StringOutputParser } from '@langchain/core/output_parsers';
 import { ChatPromptTemplate } from '@langchain/core/prompts';
-import { join } from 'path';
+import { HumanMessage, AIMessage } from '@langchain/core/messages';
-import { HumanMessage, AIMessage, SystemMessage } from '@langchain/core/messages';
 import type { RequestEvent } from '@sveltejs/kit';
-
+import { EPubLoader } from "@langchain/community/document_loaders/fs/epub";
-const chatHistories: Record<string, ChatHistory> = {};
+import { join } from 'path';
-
+import { getChatHistory, setChatHistory } from '$lib/store';
-type VectorDocument = {
-	pageContent: string;
-};
-
-const formatDocumentsAsString = (documents: VectorDocument[]) => {
-	return documents.map((doc) => doc.pageContent).join('\n\n');
-};
-
-export type ChatHistory = HumanMessage[] | AIMessage[] | SystemMessage[];
 
 export async function POST({ request, locals }: RequestEvent): Promise<Response> {
 	const { query } = await request.json();
 	const sessionId = locals.sessionId;
 
-	if (!chatHistories[sessionId]) {
+	const chatHistory = getChatHistory(sessionId);
-		chatHistories[sessionId] = [];
-	}
-	const chatHistory = chatHistories[sessionId];
 
-	const directory = join(process.cwd(), 'vectorstore');
+	const directory = join(process.cwd(), 'static/book.epub');
-	const embeddings = new OpenAIEmbeddings();
+	const loader = new EPubLoader(directory);
-	const vectorStore = await FaissStore.load(directory, embeddings);
+	const docs = await loader.load();
-	const vectorStoreRetriever = vectorStore.asRetriever();
+
+	const context = docs.map(doc => doc.pageContent).join('\n\n');
 
 	const model = new ChatAnthropic({
 		modelName: 'claude-3-5-sonnet-20240620',
-		anthropicApiKey: process.env.ANTHROPIC_API_KEY
+		anthropicApiKey: process.env.ANTHROPIC_API_KEY,
 	});
 
 	const SYSTEM_TEMPLATE = `Use the following pieces of context to answer the question at the end.
 If you don't know the answer, just say that you don't know, don't try to make up an answer.
+Always format your response in markdown.
 
 ----------------
 
@@ -59,7 +46,7 @@ Question:
 
 	const chain = RunnableSequence.from([
 		{
-			context: vectorStoreRetriever.pipe(formatDocumentsAsString),
+			context: () => context,
 			question: new RunnablePassthrough(),
 		},
 		prompt,
@@ -72,11 +59,13 @@ Question:
 	chatHistory.push(new HumanMessage({ content: query }));
 	chatHistory.push(new AIMessage({ content: answer }));
 
+	setChatHistory(sessionId, chatHistory);
+
 	return json({ response: answer, chatHistory });
 }
 
 export async function GET({ locals }): Promise<Response> {
 	const sessionId = locals.sessionId;
-	const chatHistory = chatHistories[sessionId] || [];
+	const chatHistory = getChatHistory(sessionId);
 	return json({ chatHistory });
 }

src/routes/api/ai/new-session/+server.ts

@@ -0,0 +1,8 @@
+import type { RequestEvent } from '@sveltejs/kit';
+import { clearChatHistory } from '$lib/store';
+
+export async function POST({ locals }: RequestEvent) {
+	const sessionId = locals.sessionId;
+	clearChatHistory(sessionId);
+	return new Response(null, { status: 204 });
+}

src/routes/projects/+page.svelte

@@ -34,13 +34,12 @@
 				'An experiment with 3D vector math for a rudimentary simulation of gravity. You can change the strength of the gravity in the Controls menu.'
 		},
 		{
-			title: 'Animation Editor',
+			title: 'Tea Guru',
-			path: '/editor',
+			path: '/ai',
-			source:
+			source: 'https://git.silentsilas.com/silentsilas/playground/src/branch/main/src/routes/ai',
-				'https://git.silentsilas.com/silentsilas/playground/src/branch/main/src/routes/editor',
 			position: [4, -2, -4],
 			description:
-				'A 3D animation editor via Theatre.js. This is used internally by me for other ThreeJS projects.'
+				'A chatbot trained on an in-depth book about tea. Ask it about anything related to tea!'
 		},
 		{
 			title: 'Headbang',