changeset 38:cf9caa4abc3e

[Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
author MrJuneJune <me@mrjunejune.com>
date Mon, 01 Dec 2025 20:35:56 -0800
parents fb9bcd3145cb
children 6639f5389f47
files .hgignore love/README.md love/docker-compose.yml love/epi/Dockerfile love/epi/README.md love/epi/eslint.config.js love/epi/index.html love/epi/package-lock.json love/epi/package.json love/epi/public/vite.svg love/epi/src/assets/react.svg love/epi/src/atoms/chatAtoms.ts love/epi/src/atoms/composerAtom.ts love/epi/src/components/ChatUI/ChatUI.tsx love/epi/src/components/ChatUI/Composer.tsx love/epi/src/components/ChatUI/MessageContainer.tsx love/epi/src/components/ChatUI/MessageItem.tsx love/epi/src/components/Sidebar/Sidebar.tsx love/epi/src/hooks/useChat.ts love/epi/src/hooks/useChatWebsocket.ts love/epi/src/hooks/useComposer.ts love/epi/src/index.css love/epi/src/main.tsx love/epi/src/routeTree.gen.ts love/epi/src/router.tsx love/epi/src/routes/__root.tsx love/epi/src/routes/chat/$chatId.tsx love/epi/src/routes/chat/index.tsx love/epi/src/routes/index.tsx love/epi/src/utils/index.ts love/epi/tsconfig.app.json love/epi/tsconfig.json love/epi/tsconfig.node.json love/epi/vite.config.ts love/pdf-mcp/Dockerfile love/pdf-mcp/html_to_pdf.py love/pdf-mcp/main.py love/pdf-mcp/pdf-mcp.py love/pdf-mcp/requirements.txt love/pdf-mcp/static/56a5f997/img/0.3&auto=format&fit=crop&w=1000&q=80 love/pdf-mcp/static/56a5f997/img/1.jpeg love/pdf-mcp/static/56a5f997/img/10.3&auto=format&fit=crop&w=1000&q=80 love/pdf-mcp/static/56a5f997/img/11.jpeg love/pdf-mcp/static/56a5f997/img/12.3&auto=format&fit=crop&w=1000&q=80 love/pdf-mcp/static/56a5f997/img/13.jpeg love/pdf-mcp/static/56a5f997/img/14.3&auto=format&fit=crop&w=1000&q=80 love/pdf-mcp/static/56a5f997/img/2.3&auto=format&fit=crop&w=1000&q=80 love/pdf-mcp/static/56a5f997/img/3.jpeg love/pdf-mcp/static/56a5f997/img/4.3&auto=format&fit=crop&w=1000&q=80 love/pdf-mcp/static/56a5f997/img/5.jpeg love/pdf-mcp/static/56a5f997/img/6.3&auto=format&fit=crop&w=1000&q=80 love/pdf-mcp/static/56a5f997/img/7.jpeg love/pdf-mcp/static/56a5f997/img/8.3&auto=format&fit=crop&w=1000&q=80 love/pdf-mcp/static/56a5f997/img/9.jpeg love/pdf-mcp/static/56a5f997/index.html love/pdf-mcp/templates/reveal_template.html love/poppy/Dockerfile love/poppy/README.md love/poppy/apis/router.py love/poppy/apis/schemas.py love/poppy/db/models.py love/poppy/main.py love/poppy/poppy.db love/poppy/requirements.txt love/poppy/utils/database.py love/poppy/utils/logger.py love/poppy/utils/models.py love/poppy/utils/redis.py
diffstat 68 files changed, 9180 insertions(+), 1 deletions(-) [+]
line wrap: on
line diff
--- a/.hgignore	Mon Dec 01 20:22:47 2025 -0800
+++ b/.hgignore	Mon Dec 01 20:35:56 2025 -0800
@@ -26,4 +26,8 @@
 
 # Python
 **/venv/**
-__pycache__/
+**/__pycache__/**
+.ruff_cache/
+
+# Keys and stuff
+.env
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/README.md	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,26 @@
+# AI (Love)
+
+This is where I create AI chat bot. Code goes like below
+
+- Epi
+  - FE repo
+  - Vite and tanstack routers
+  - Mostly using tailswind
+
+- Poppy
+  - BE repo
+  - python with fastAPI
+
+Code is pretty much self explanatory.
+
+## How to start
+
+`docker-compose up` or `docker compose up`
+
+I don't really use the redis anymore, but I can see that being an improvement if there is more than 2000 RPS, but it will never get there so it should be fine.
+
+## TODO
+
+- proper chain of thoughts?
+- maybe expose the mcp
+- use local LLM. I wonder if I can get free API keys that I can use with threshold vlaues.
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/docker-compose.yml	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,48 @@
+version: '3.9'
+
+services:
+  frontend:
+    build:
+      context: ./epi
+      dockerfile: Dockerfile
+    ports:
+      - "5173:5173"
+    volumes:
+      - ./epi:/app
+      - /app/node_modules
+    environment:
+      - NODE_ENV=development
+      - VITE_API_BASE_URL=http://localhost:8000 
+    command: npm run dev -- --host 0.0.0.0 --port 5173
+    depends_on:
+      - backend
+
+  backend:
+    build:
+      context: ./poppy
+      dockerfile: Dockerfile
+    ports:
+      - "8000:8000"
+    volumes:
+      - ./poppy:/app
+    environment:
+      - REDIS_URL=redis://redis:6379/0 
+      - ASYNC_DATABASE_URL=sqlite+aiosqlite:///./poppy.db
+      - SYNC_DATABASE_URL=sqlite:///./poppy.db
+      - XAI_API_KEY=NO_API
+      - PYTHONUNBUFFERED=1
+    command: >
+      uvicorn main:app --host 0.0.0.0 --port 8000 --reload --reload-exclude "*.pyc" --reload-exclude "__pycache__" --reload-exclude "logs" --reload-exclude "media"
+    depends_on:
+      - redis
+
+  redis:
+    image: redis:7-alpine
+    ports:
+      - "7777:6379"
+    command: redis-server --appendonly yes
+    volumes:
+      - redis-data:/data
+
+volumes:
+  redis-data:
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/Dockerfile	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,17 @@
+FROM node:20-alpine
+
+WORKDIR /app
+
+# Copy package files
+COPY package*.json ./
+
+# Install dependencies
+RUN npm install
+
+# Copy source code
+COPY . .
+
+EXPOSE 3000
+
+# npm run dev is overridden in docker-compose
+CMD ["npm", "run", "dev", "--", "--host", "0.0.0.0"]
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/README.md	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,75 @@
+# React + TypeScript + Vite
+
+This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
+
+Currently, two official plugins are available:
+
+- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Babel](https://babeljs.io/) (or [oxc](https://oxc.rs) when used in [rolldown-vite](https://vite.dev/guide/rolldown)) for Fast Refresh
+- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh
+
+## React Compiler
+
+The React Compiler is enabled on this template. See [this documentation](https://react.dev/learn/react-compiler) for more information.
+
+Note: This will impact Vite dev & build performances.
+
+## Expanding the ESLint configuration
+
+If you are developing a production application, we recommend updating the configuration to enable type-aware lint rules:
+
+```js
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      // Other configs...
+
+      // Remove tseslint.configs.recommended and replace with this
+      tseslint.configs.recommendedTypeChecked,
+      // Alternatively, use this for stricter rules
+      tseslint.configs.strictTypeChecked,
+      // Optionally, add this for stylistic rules
+      tseslint.configs.stylisticTypeChecked,
+
+      // Other configs...
+    ],
+    languageOptions: {
+      parserOptions: {
+        project: ['./tsconfig.node.json', './tsconfig.app.json'],
+        tsconfigRootDir: import.meta.dirname,
+      },
+      // other options...
+    },
+  },
+])
+```
+
+You can also install [eslint-plugin-react-x](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-x) and [eslint-plugin-react-dom](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-dom) for React-specific lint rules:
+
+```js
+// eslint.config.js
+import reactX from 'eslint-plugin-react-x'
+import reactDom from 'eslint-plugin-react-dom'
+
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      // Other configs...
+      // Enable lint rules for React
+      reactX.configs['recommended-typescript'],
+      // Enable lint rules for React DOM
+      reactDom.configs.recommended,
+    ],
+    languageOptions: {
+      parserOptions: {
+        project: ['./tsconfig.node.json', './tsconfig.app.json'],
+        tsconfigRootDir: import.meta.dirname,
+      },
+      // other options...
+    },
+  },
+])
+```
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/eslint.config.js	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,37 @@
+import js from '@eslint/js'
+import globals from 'globals'
+import reactHooks from 'eslint-plugin-react-hooks'
+import reactRefresh from 'eslint-plugin-react-refresh'
+import tseslint from 'typescript-eslint'
+import { defineConfig, globalIgnores } from 'eslint/config'
+
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      js.configs.recommended,
+      tseslint.configs.recommended,
+      reactHooks.configs.flat.recommended,
+      reactRefresh.configs.vite,
+    ],
+    languageOptions: {
+      ecmaVersion: 2020,
+      globals: globals.browser,
+    },
+    rules: {
+      '@typescript-eslint/consistent-type-imports': 'warn',
+      curly: ['warn', 'multi-line'],
+      'object-curly-spacing': ['warn', 'always'],
+      'array-bracket-spacing': ['warn', 'never'],
+      'computed-property-spacing': ['warn', 'never'],
+      'quote-props': ['warn', 'as-needed'],
+      quotes: ['warn', 'single', { avoidEscape: true }],
+      semi: ['warn', 'always'],
+      'comma-dangle': ['warn', 'always-multiline'],
+      indent: ['warn', 2, { SwitchCase: 1 }],
+      'no-multiple-empty-lines': ['warn', { max: 1 }],
+      'eol-last': ['warn', 'always'],
+    },
+  },
+])
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/index.html	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,13 @@
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <link rel="icon" type="image/svg+xml" href="/vite.svg" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>epi</title>
+  </head>
+  <body>
+    <div id="root"></div>
+    <script type="module" src="/src/main.tsx"></script>
+  </body>
+</html>
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/package-lock.json	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,6269 @@
+{
+  "name": "epi",
+  "version": "0.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "epi",
+      "version": "0.0.0",
+      "dependencies": {
+        "@tailwindcss/vite": "^4.1.17",
+        "@tanstack/react-router": "^1.139.0",
+        "jotai": "^2.15.1",
+        "lucide-react": "^0.554.0",
+        "react": "^19.2.0",
+        "react-dom": "^19.2.0",
+        "react-markdown": "^10.1.0",
+        "react-router-dom": "^7.9.6",
+        "remark-gfm": "^4.0.1"
+      },
+      "devDependencies": {
+        "@eslint/js": "^9.39.1",
+        "@tanstack/react-router-devtools": "^1.139.0",
+        "@tanstack/router-plugin": "^1.139.0",
+        "@types/node": "^24.10.0",
+        "@types/react": "^19.2.2",
+        "@types/react-dom": "^19.2.2",
+        "@vitejs/plugin-react": "^5.1.0",
+        "autoprefixer": "^10.4.22",
+        "babel-plugin-react-compiler": "^1.0.0",
+        "eslint": "^9.39.1",
+        "eslint-plugin-react-hooks": "^7.0.1",
+        "eslint-plugin-react-refresh": "^0.4.24",
+        "globals": "^16.5.0",
+        "postcss": "^8.5.6",
+        "tailwindcss": "^4.1.17",
+        "typescript": "~5.9.3",
+        "typescript-eslint": "^8.46.3",
+        "vite": "^7.2.2"
+      }
+    },
+    "node_modules/@babel/code-frame": {
+      "version": "7.27.1",
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+        "sass": "^1.70.0",
+        "sass-embedded": "^1.70.0",
+        "stylus": ">=0.54.8",
+        "sugarss": "^5.0.0",
+        "terser": "^5.16.0",
+        "tsx": "^4.8.1",
+        "yaml": "^2.4.2"
+      },
+      "peerDependenciesMeta": {
+        "@types/node": {
+          "optional": true
+        },
+        "jiti": {
+          "optional": true
+        },
+        "less": {
+          "optional": true
+        },
+        "lightningcss": {
+          "optional": true
+        },
+        "sass": {
+          "optional": true
+        },
+        "sass-embedded": {
+          "optional": true
+        },
+        "stylus": {
+          "optional": true
+        },
+        "sugarss": {
+          "optional": true
+        },
+        "terser": {
+          "optional": true
+        },
+        "tsx": {
+          "optional": true
+        },
+        "yaml": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/vite/node_modules/fdir": {
+      "version": "6.5.0",
+      "resolved": "https://registry.npmjs.org/fdir/-/fdir-6.5.0.tgz",
+      "integrity": "sha512-tIbYtZbucOs0BRGqPJkshJUYdL+SDH7dVM8gjy+ERp3WAUjLEFJE+02kanyHtwjWOnwrKYBiwAmM0p4kLJAnXg==",
+      "engines": {
+        "node": ">=12.0.0"
+      },
+      "peerDependencies": {
+        "picomatch": "^3 || ^4"
+      },
+      "peerDependenciesMeta": {
+        "picomatch": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/vite/node_modules/picomatch": {
+      "version": "4.0.3",
+      "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-4.0.3.tgz",
+      "integrity": "sha512-5gTmgEY/sqK6gFXLIsQNH19lWb4ebPDLA4SdLP7dsWkIXHWlG66oPuVvXSGFPppYZz8ZDZq0dYYrbHfBCVUb1Q==",
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/jonschlinkert"
+      }
+    },
+    "node_modules/webpack-virtual-modules": {
+      "version": "0.6.2",
+      "resolved": "https://registry.npmjs.org/webpack-virtual-modules/-/webpack-virtual-modules-0.6.2.tgz",
+      "integrity": "sha512-66/V2i5hQanC51vBQKPH4aI8NMAcBW59FVBs+rC7eGHupMyfn34q7rZIE+ETlJ+XTevqfUhVVBgSUNSW2flEUQ==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/which": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
+      "integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==",
+      "dev": true,
+      "dependencies": {
+        "isexe": "^2.0.0"
+      },
+      "bin": {
+        "node-which": "bin/node-which"
+      },
+      "engines": {
+        "node": ">= 8"
+      }
+    },
+    "node_modules/word-wrap": {
+      "version": "1.2.5",
+      "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.5.tgz",
+      "integrity": "sha512-BN22B5eaMMI9UMtjrGd5g5eCYPpCPDUy0FJXbYsaT5zYxjFOckS53SQDE3pWkVoWpHXVb3BrYcEN4Twa55B5cA==",
+      "dev": true,
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/yallist": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz",
+      "integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==",
+      "devOptional": true
+    },
+    "node_modules/yocto-queue": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
+      "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
+      "dev": true,
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/zod": {
+      "version": "4.1.12",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-4.1.12.tgz",
+      "integrity": "sha512-JInaHOamG8pt5+Ey8kGmdcAcg3OL9reK8ltczgHTAwNhMys/6ThXHityHxVV2p3fkw/c+MAvBHFVYHFZDmjMCQ==",
+      "dev": true,
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    },
+    "node_modules/zod-validation-error": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/zod-validation-error/-/zod-validation-error-4.0.2.tgz",
+      "integrity": "sha512-Q6/nZLe6jxuU80qb/4uJ4t5v2VEZ44lzQjPDhYJNztRQ4wyWc6VF3D3Kb/fAuPetZQnhS3hnajCf9CsWesghLQ==",
+      "dev": true,
+      "engines": {
+        "node": ">=18.0.0"
+      },
+      "peerDependencies": {
+        "zod": "^3.25.0 || ^4.0.0"
+      }
+    },
+    "node_modules/zwitch": {
+      "version": "2.0.4",
+      "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-2.0.4.tgz",
+      "integrity": "sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A==",
+      "license": "MIT",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    }
+  }
+}
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/package.json	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,43 @@
+{
+  "name": "epi",
+  "private": true,
+  "version": "0.0.0",
+  "type": "module",
+  "scripts": {
+    "dev": "vite",
+    "build": "tsc -b && vite build",
+    "lint": "eslint .",
+    "lint:fix": "eslint . --fix",
+    "preview": "vite preview"
+  },
+  "dependencies": {
+    "@tailwindcss/vite": "^4.1.17",
+    "@tanstack/react-router": "^1.139.0",
+    "jotai": "^2.15.1",
+    "lucide-react": "^0.554.0",
+    "react": "^19.2.0",
+    "react-dom": "^19.2.0",
+    "react-markdown": "^10.1.0",
+    "remark-gfm": "^4.0.1"
+  },
+  "devDependencies": {
+    "@eslint/js": "^9.39.1",
+    "@tanstack/react-router-devtools": "^1.139.0",
+    "@tanstack/router-plugin": "^1.139.0",
+    "@types/node": "^24.10.0",
+    "@types/react": "^19.2.2",
+    "@types/react-dom": "^19.2.2",
+    "@vitejs/plugin-react": "^5.1.0",
+    "autoprefixer": "^10.4.22",
+    "babel-plugin-react-compiler": "^1.0.0",
+    "eslint": "^9.39.1",
+    "eslint-plugin-react-hooks": "^7.0.1",
+    "eslint-plugin-react-refresh": "^0.4.24",
+    "globals": "^16.5.0",
+    "postcss": "^8.5.6",
+    "tailwindcss": "^4.1.17",
+    "typescript": "~5.9.3",
+    "typescript-eslint": "^8.46.3",
+    "vite": "^7.2.2"
+  }
+}
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/public/vite.svg	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,1 @@
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\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/assets/react.svg	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,1 @@
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\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/atoms/chatAtoms.ts	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,88 @@
+import { atom } from 'jotai';
+import type { SetStateAction } from 'jotai';
+import { atomFamily } from 'jotai/utils';
+
+export type MessageRole = 'user' | 'assistant' | 'system';
+
+export type Message = {
+  id: string;
+  role: MessageRole;
+  content: string;
+  image_url?: string;
+  type: 'text';
+};
+
+export type Chat = {
+  id: string;
+  title: string;
+  messages: Message[];
+  created_at: number;
+};
+
+// Global 
+export const chatsAtom = atom<Record<string, Chat>>({});
+export const currentChatId = atom<string | null>(null);
+
+export const messagesAtom = atomFamily((chatId: string) =>
+  atom(
+    (get) => get(chatsAtom)[chatId]?.messages ?? [],
+    (get, set, update: SetStateAction<Message[]>) => {
+      const chats = get(chatsAtom);
+      const prevMessages = chats[chatId]?.messages ?? [];
+      const newMessages =
+        typeof update === 'function'
+          ? (update as (prev: Message[]) => Message[])(prevMessages)
+          : update;
+      
+      const updatedChat: Chat = {
+        id: chatId,
+        title: chats[chatId]?.title ?? 'New Chat',
+        messages: newMessages,
+        created_at: chats[chatId]?.created_at ?? new Date(),
+      };
+
+      let newChats = { ...chats };
+      if (!chats[chatId]) {
+        newChats = {
+          [chatId]: updatedChat,
+          ...chats,
+        };
+      } else {
+        newChats[chatId] = updatedChat;
+      }
+      set(chatsAtom, newChats);
+    },
+  ),
+);
+
+export const addMessageAtom = atom(
+  null,
+  (get, set, { chatId, message }: { chatId: string; message: Omit<Message, 'id' | 'created_at'> | Message }) => {
+    const newMessage: Message = {
+      id: crypto.randomUUID(),
+      ...message,
+    };
+    
+    const msgAtom = messagesAtom(chatId);
+    const currentMessages = get(msgAtom);
+    set(msgAtom, [...currentMessages, newMessage]);
+  },
+);
+
+export const updateChatTitleAtom = atom(
+  null,
+  (get, set, { chatId, title }: { chatId: string; title: string }) => {
+    const chats = get(chatsAtom);
+    const chat = chats[chatId];
+
+    if (!chat) return;
+    
+    set(chatsAtom, {
+      ...chats,
+      [chatId]: {
+        ...chat,
+        title,
+      },
+    });
+  },
+);
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/atoms/composerAtom.ts	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,27 @@
+import { atom } from 'jotai';
+
+export type ComposerState = 'idle' | 'sending';
+
+export interface ComposerValue {
+  text: string;
+  state: ComposerState;
+}
+
+export const composerAtom = atom<ComposerValue>({
+  text: '',
+  state: 'idle',
+});
+
+export const composerTextAtom = atom(
+  (get) => get(composerAtom).text,
+  (get, set, newText: string) => {
+    set(composerAtom, { ...get(composerAtom), text: newText });
+  },
+);
+
+export const composerStatusAtom = atom(
+  (get) => get(composerAtom).state,
+  (get, set, newState: ComposerState) => {
+    set(composerAtom, { ...get(composerAtom), state: newState });
+  },
+);
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/components/ChatUI/ChatUI.tsx	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,67 @@
+import { MessageContainer } from './MessageContainer';
+import { Composer } from './Composer';
+import { useChat } from '@/hooks/useChat';
+import { useEffect, useRef, useState } from 'react';
+import { apiUrl } from '@/utils';
+import { currentChatId } from '@/atoms/chatAtoms';
+import { useAtom } from 'jotai';
+
+export function ChatUI({ chatId }: {chatId: string}) {
+  const [loading, setLoading] = useState(false);
+  const { messages, setMessages } = useChat(chatId);
+  const scrollRef = useRef<HTMLDivElement>(null);
+  const setCurrentChatId = useAtom(currentChatId)[1];
+  setCurrentChatId(chatId);
+
+  // Ignore warning since I want to render once.
+  useEffect(() => {
+    const loadHistory = async () => {
+      if (!chatId || chatId === 'new') return;
+      setLoading(true);
+      try {
+        const res = await fetch(apiUrl(`/chats/${chatId}/messages`));
+        if (!res.ok) throw new Error(`HTTP ${res.status}`);
+        const data = await res.json();
+        if (data.messages.length > 0) {
+          setMessages(data.messages);
+        }
+      } catch (err) {
+        console.error('Error from loading history: ', err);
+        setMessages([]);
+      } finally {
+        setLoading(false);
+      }
+    };
+    console.log('loadhistory');
+    loadHistory();
+  }, [chatId]);
+
+  useEffect(() => {
+    // This is not ideal, but couldnt' get CSS to work. 
+    const timer = setTimeout(() => {
+      scrollRef.current?.scrollTo({
+        top: scrollRef.current.scrollHeight,
+        behavior: 'smooth',
+      });
+    }, 100);
+  
+    return () => clearTimeout(timer);
+  }, [messages]);
+
+  return (
+    <div className="flex flex-col bg-gray-100 dark:bg-black h-screen">
+      <div
+        ref={scrollRef}
+        className="flex-1 overflow-y-scroll"
+      >
+        {loading && (
+          <div className="flex justify-center items-center h-full">
+            <span>Loading messages...</span>
+          </div>
+        )}
+        <MessageContainer messages={messages} />
+      </div>
+      <Composer chatId={chatId} />
+    </div>
+  );
+}
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/components/ChatUI/Composer.tsx	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,101 @@
+import { useEffect, useRef } from 'react';
+import type { ReactNode } from 'react';
+import { SendHorizonal, Square } from 'lucide-react';
+import { useComposer } from '@/hooks/useComposer';
+import { useChat } from '@/hooks/useChat';
+import { broadcastDone } from '@/hooks/useChatWebsocket';
+import { apiUrl } from '@/utils';
+import { currentChatId } from '@/atoms/chatAtoms';
+import { useAtom } from 'jotai';
+import { useNavigate } from '@tanstack/react-router';
+
+interface ComposerProps {
+  chatId: string;
+}
+
+export function Composer({ chatId }: ComposerProps): ReactNode {
+  const { text, setText, isSending, isDisabled, setSending } = useComposer();
+  const [_, setCurrentChatId] = useAtom(currentChatId);
+  const { sendUserMessage } = useChat(chatId);
+
+  const textareaRef = useRef<HTMLTextAreaElement>(null);
+
+  // Auto-resize
+  useEffect(() => {
+    const el = textareaRef.current;
+    if (el) {
+      el.style.height = 'auto';
+      el.style.height = `${el.scrollHeight}px`;
+    }
+  }, [text]);
+  const navigate = useNavigate();
+
+  const handleSubmit = async () => {
+    console.log('before');
+    // Stoping the calls
+    if (isSending) {
+      console.log('called');
+      broadcastDone(chatId);
+      return;
+    }
+
+    // Don't send if it is diabled or no text
+    if (isDisabled || !text.trim()) return;
+
+    let newChatId: string = '';
+    if (!chatId || chatId === 'new') {
+      const res = await fetch(apiUrl('/chats'), { method: 'POST' });
+      const data = await res.json();
+      await navigate(
+        { to: '/chat/$chatId', params: { chatId: data.id } },
+      );
+      console.log('problem: 1');
+      setCurrentChatId(data.id);
+      newChatId = data.id;
+    }
+
+    const message = text.trim();
+    setSending();
+    setText('');
+    sendUserMessage(message, newChatId);
+  };
+
+  const handleKeyDown = (e: React.KeyboardEvent) => {
+    if (e.key === 'Enter' && !e.shiftKey) {
+      e.preventDefault();
+      handleSubmit();
+    }
+  };
+
+  return (
+    <div className="border-t border-gray-200 dark:border-gray-800 bg-white dark:bg-gray-900">
+      <div className="max-w-4xl mx-auto p-4">
+        <div className="flex items-end gap-3 bg-gray-50 dark:bg-gray-800/50 rounded-2xl px-4 py-3 shadow-sm ring-1 ring-gray-200 dark:ring-gray-700 focus-within:ring-2 focus-within:ring-blue-500">
+          <textarea
+            ref={textareaRef}
+            value={text}
+            onChange={(e) => setText(e.target.value)}
+            onKeyDown={handleKeyDown}
+            placeholder="Send a message..."
+            rows={1}
+            className="flex-1 resize-none bg-transparent outline-none text-gray-900 dark:text-gray-100 placeholder-gray-500 dark:placeholder-gray-400 text-base leading-6 overflow-hidden max-h-96"
+          />
+
+          <button
+            onClick={handleSubmit}
+            disabled={isDisabled}
+            className={`w-10 h-10 rounded-full flex items-center justify-center transition-all ${
+              isDisabled
+                ? 'bg-gray-300 dark:bg-gray-700 text-gray-500'
+                : isSending
+                  ? 'bg-red-500 hover:bg-red-600 text-white'
+                  : 'bg-blue-500 hover:bg-blue-600 text-white'
+            }`}
+          >
+            {isSending ? <Square className="w-5 h-5" /> : <SendHorizonal className="w-5 h-5" />}
+          </button>
+        </div>
+      </div>
+    </div>
+  );
+}
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/components/ChatUI/MessageContainer.tsx	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,26 @@
+import { MessageItem } from './MessageItem';
+import type { Message } from '@/atoms/chatAtoms';
+
+interface MessageContainerProps {
+  messages: Message[];
+}
+
+export function MessageContainer(props: MessageContainerProps) {
+  const { messages } = props;
+
+  return (
+    <div className="flex-1 overflow-y-auto">
+      {messages.length === 0 ? (
+        <div className="flex items-center justify-center h-full text-gray-500">
+          <p>No messages yet. Start the conversation!</p>
+        </div>
+      ) : (
+        <div>
+          {messages?.map((msg) => (
+            <MessageItem key={msg.id} message={msg} />
+          ))}
+        </div>
+      )}
+    </div>
+  );
+}
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/components/ChatUI/MessageItem.tsx	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,48 @@
+import { User, Bot } from 'lucide-react';
+import type { Message } from '@/atoms/chatAtoms';
+import ReactMarkdown from 'react-markdown';
+import remarkGfm from 'remark-gfm';
+
+interface MessageItemProps {
+  message: Message;
+}
+
+export function MessageItem({ message }: MessageItemProps) {
+  const isUser = message.role === 'user';
+
+  return (
+    <div
+      className={`flex gap-4 py-4 px-6 ${
+        isUser ? 'bg-gray-50 dark:bg-gray-800/30' : ''
+      }`}
+    >
+      <div className="flex-shrink-0">
+        {isUser ? (
+          <div className="w-8 h-8 rounded-full bg-blue-500 flex items-center justify-center">
+            <User className="w-5 h-5 text-white" />
+          </div>
+        ) : (
+          <div className="w-8 h-8 rounded-full bg-green-500 flex items-center justify-center">
+            <Bot className="w-5 h-5 text-white" />
+          </div>
+        )}
+      </div>
+
+      <div className="flex-1 prose prose-sm text-white dark:prose-invert max-w-none">
+        {message.image_url && (
+          <div className="my-4 -mx-4 sm:mx-0 rounded-lg overflow-hidden">
+            <img 
+              src={message.image_url} 
+              alt="Uploaded or generated content" 
+              className="max-w-full h-auto rounded-lg shadow-lg"
+              loading="lazy"
+            />
+          </div>
+        )}
+        <ReactMarkdown remarkPlugins={[remarkGfm]}>
+          {message.content}
+        </ReactMarkdown>
+      </div>
+    </div>
+  );
+}
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/components/Sidebar/Sidebar.tsx	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,176 @@
+import { useAtom } from 'jotai';
+import { chatsAtom, currentChatId } from '@/atoms/chatAtoms';
+import type { Chat } from '@/atoms/chatAtoms';
+import { useEffect, useState } from 'react';
+import { Loader2, MessageSquare, Plus, ChevronDown } from 'lucide-react';
+import { apiUrl } from '@/utils';
+import { useNavigate } from '@tanstack/react-router';
+
+export function Sidebar() {
+  const [chats, setChats] = useAtom(chatsAtom);
+  const [loading, setLoading] = useState(true);
+  const [loadingMore, setLoadingMore] = useState(false);
+  const [error, setError] = useState<string | null>(null);
+  const [cursor, setCursor] = useState<string | null>(null);
+  const [hasMore, setHasMore] = useState(true);
+  const [currentChatIdValue, setCurrentChatId] = useAtom(currentChatId);
+  const navigate = useNavigate();
+
+  const LIMIT = 12;
+
+  const fetchChats = async (currentCursor: string | null = null, append: boolean = false) => {
+    try {
+      if (append) {
+        setLoadingMore(true);
+      } else {
+        setLoading(true);
+      }
+      setError(null);
+
+      const url = currentCursor 
+        ? apiUrl(`/chats?limit=${LIMIT}&cursor=${currentCursor}`)
+        : apiUrl(`/chats?limit=${LIMIT}`);
+
+      const res = await fetch(url);
+
+      if (!res.ok) {
+        throw new Error('Failed to fetch chats');
+      }
+
+      const data: Chat[] = (await res.json()).chats;
+      
+      if (data.length < LIMIT) {
+        setHasMore(false);
+      }
+
+      if (data.length > 0) {
+        setCursor(data[data.length - 1].id);
+      }
+
+      setChats((prev) => ({
+        ...prev,
+        ...data.reduce((acc, chat) => {
+          acc[chat.id] = chat;
+          return acc;
+        }, {} as Record<string, Chat>),
+      }));
+    } catch (err) {
+      setError(err instanceof Error ? err.message : 'Something went wrong');
+      console.error('Error fetching chats:', err);
+    } finally {
+      setLoading(false);
+      setLoadingMore(false);
+    }
+  };
+
+  useEffect(() => {
+    fetchChats();
+  }, []);
+
+  const loadMore = () => {
+    if (!loadingMore && hasMore && cursor) {
+      fetchChats(cursor, true);
+    }
+  };
+
+  const chatList = Object.values(chats);
+
+  if (loading) {
+    return (
+      <div className="w-[35%] h-full border-r border-gray-800 bg-gray-900 flex items-center justify-center">
+        <Loader2 className="w-6 h-6 animate-spin text-gray-400" />
+      </div>
+    );
+  }
+
+  if (error) {
+    return (
+      <div className="w-[35%] h-full border-r border-gray-800 bg-gray-900 flex flex-col items-center justify-center p-4">
+        <p className="text-red-400 text-sm text-center">Error: {error}</p>
+        <button
+          onClick={() => window.location.reload()}
+          className="mt-3 px-4 py-2 text-xs font-medium text-white bg-gray-800 hover:bg-gray-700 rounded-md transition-colors"
+        >
+          Retry
+        </button>
+      </div>
+    );
+  }
+
+  return (
+    <div className="w-[35%] h-full flex flex-col border-r border-gray-800 bg-gray-900 text-gray-100 h-screen">
+      
+      {/* HEADER: Static height, does not scroll */}
+      <div className="p-4 border-b border-gray-800 flex justify-between items-center shrink-0">
+        <h2 className="text-lg font-semibold text-white tracking-tight">Chats</h2>
+        <button 
+          onClick={() => window.location.replace('/')}
+          className="p-1.5 hover:bg-gray-800 rounded-md text-gray-400 hover:text-white transition-colors"
+        >
+          <Plus className="w-5 h-5" />
+        </button>
+      </div>
+
+      <div className="flex-1 overflow-y-scroll">
+        {chatList.length === 0 ? (
+          <div className="flex flex-col items-center justify-center h-full text-gray-500">
+            <MessageSquare className="w-10 h-10 mb-3 opacity-20" />
+            <p className="text-sm font-medium">No chats yet</p>
+          </div>
+        ) : (
+          <ul className="flex flex-col p-2 gap-1">
+            {chatList.map((chat) => {
+              const isActive = currentChatIdValue === chat.id;
+              return (
+                <li key={chat.id}>
+                  <button
+                    onClick={() => {
+                      navigate(
+                        { to: '/chat/$chatId', params: { chatId: chat.id } },
+                      );
+                      setCurrentChatId(chat.id);
+                    }}
+                    className={`w-full text-left px-3 py-3 rounded-lg transition-all h-[8%] duration-200 ease-in-out group ${
+                      isActive
+                        ? 'bg-gray-800 text-white'
+                        : 'text-gray-400 hover:bg-gray-800/50 hover:text-gray-200'
+                    }`}
+                  >
+                    <div className="flex justify-between items-center">
+                      <div className="flex-1 min-w-0 pr-2">
+                        <h3 className={`text-sm font-medium truncate ${isActive ? 'text-white' : 'text-gray-300 group-hover:text-white'}`}>
+                          {chat.title || 'Untitled Chat'}
+                        </h3>
+                      </div>
+                    </div>
+                  </button>
+                </li>
+              );
+            })}
+            
+            {hasMore && (
+              <li className="pt-2 pb-4 px-2">
+                <button
+                  onClick={loadMore}
+                  disabled={loadingMore}
+                  className="w-full flex items-center justify-center gap-2 py-2 text-xs font-medium text-gray-500 hover:text-gray-300 transition-colors border border-dashed border-gray-700 rounded-md hover:border-gray-600 disabled:opacity-50 disabled:cursor-not-allowed"
+                >
+                  {loadingMore ? (
+                    <>
+                      <Loader2 className="w-3 h-3 animate-spin" />
+                      Loading...
+                    </>
+                  ) : (
+                    <>
+                      Load More <ChevronDown className="w-3 h-3" />
+                    </>
+                  )}
+                </button>
+              </li>
+            )}
+          </ul>
+        )}
+      </div>
+    </div>
+  );
+}
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/hooks/useChat.ts	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,93 @@
+import { useAtom, useSetAtom } from 'jotai';
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
+import { messagesAtom, addMessageAtom, updateChatTitleAtom } from '@/atoms/chatAtoms';
+
+import { sendMessageChatId, subscribeToChat } from '@/hooks/useChatWebsocket';
+import type { Payload } from '@/hooks/useChatWebsocket';
+import { useComposer } from './useComposer';
+
+export function useChat(chatId: string) {
+  const [isLoading, setIsLoading] = useState<boolean>(false);
+
+  const messagesAtomForChat = useMemo(() => messagesAtom(chatId), [chatId]);
+  const [messages, setMessages] = useAtom(messagesAtomForChat);
+  const { setIdle } = useComposer();
+
+  const addMessage = useSetAtom(addMessageAtom);
+  const updateChatTitle = useSetAtom(updateChatTitleAtom);
+
+  const streamingMessageIdRef = useRef<string | null>(null);
+
+  useEffect(() => {
+    const unsubscribe = subscribeToChat(chatId, (payload: Payload) => {
+      if (payload.action === 'done') {
+        setIdle();
+        streamingMessageIdRef.current = null;
+        return;
+      }
+
+      if (payload.action === 'title_updated' && streamingMessageIdRef.current) {
+        updateChatTitle({ chatId, title: payload.title });
+      }
+
+      if (payload.action === 'image' && payload.url && streamingMessageIdRef.current) {
+        setMessages(prev =>
+          prev.map(m =>
+            m.id === streamingMessageIdRef.current
+              ? { ...m, image_url: payload.url }
+              : m,
+          ),
+        );
+      }
+      
+      if (payload.action === 'append' && payload.content && streamingMessageIdRef.current) {
+        setMessages(prev =>
+          prev.map(m =>
+            m.id === streamingMessageIdRef.current
+              ? { ...m, content: m.content + payload.content }
+              : m,
+          ),
+        );
+      }
+    });
+    
+    return unsubscribe;
+  }, [chatId, setIdle, setMessages]);
+
+  const sendUserMessage = useCallback(
+    (content: string, overrideChatID?: string) => {
+      if (!(chatId || overrideChatID) || !content.trim()) return;
+      
+      const effectiveChatId = (chatId === 'new' || !chatId) && overrideChatID ? overrideChatID : chatId;
+      
+      addMessage({
+        chatId: effectiveChatId,
+        message: { role: 'user', content: content.trim(), type: 'text' },
+      });
+      
+      const id = crypto.randomUUID();
+      streamingMessageIdRef.current = id;
+      
+      addMessage({
+        chatId: effectiveChatId,
+        message: { id, role: 'assistant', content: '', type: 'text' },
+      });
+      
+      sendMessageChatId(content, effectiveChatId);
+    },
+    [chatId, addMessage],
+  );
+
+  const stopStreaming = useCallback(() => {
+    setIsLoading(false);
+    streamingMessageIdRef.current = null;
+  }, []);
+
+  return {
+    messages: messages ?? [],
+    sendUserMessage,
+    setMessages,
+    isLoading,
+    stopStreaming,
+  };
+}
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/hooks/useChatWebsocket.ts	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,177 @@
+import { wsUrl } from '@/utils';
+import { useEffect } from 'react';
+
+export type Payload = {
+  chatId: string;
+  content: string;
+  action: 'append' | 'done';
+} | {
+  chatId: string;
+  title: string;
+  action:'title_updated';
+} | {
+  chatId: string;
+  url: string;
+  action:'image';
+}
+
+export type OnMessage = (payload: Payload) => void;
+
+type WebSocketEvent = {
+  chatId: string;
+  payload: Payload;
+};
+
+// TODO: Make this into class so we can mock for test.
+const wsSingleton = new Map<string, WebSocket>();
+const listeners = new Map<string, Set<OnMessage>>();
+const pendingMessages = new Map<string, Array<{ content: string; resolve: () => void }>>();
+
+function getOrCreateWebSocket(chatId: string): WebSocket {
+  let ws = wsSingleton.get(chatId);
+  
+  if (ws && (ws.readyState === WebSocket.OPEN || ws.readyState === WebSocket.CONNECTING)) {
+    return ws;
+  }
+
+  ws = new WebSocket(wsUrl(`/chats/${chatId}/ws`));
+
+  ws.onopen = () => {
+    console.log(`[WS] Connected for chat ${chatId}`);
+    const queue = pendingMessages.get(chatId);
+    if (queue) {
+      queue.forEach(({ content }) => {
+        ws!.send(JSON.stringify({ role: 'user', content }));
+      });
+      pendingMessages.delete(chatId);
+    }
+  };
+
+  // ADD IT HERE:
+  ws.onmessage = (event) => {
+    const payload = JSON.parse(event.data);
+    console.log('[WS] Received message:', payload);
+    
+    wsEventTarget.dispatchEvent(
+      new CustomEvent('message', {
+        detail: { chatId, payload },
+      }),
+    );
+  };
+
+  ws.onerror = (error) => {
+    console.error(`[WS] Error for chat ${chatId}:`, error);
+  };
+
+  ws.onclose = () => {
+    console.log(`[WS] Closed for chat ${chatId}`);
+    wsSingleton.delete(chatId);
+  };
+
+  wsSingleton.set(chatId, ws);
+  return ws;
+}
+
+// TODO: This could be not done rather cancel?
+export function broadcastDone(chatId: string) {
+  const set = listeners.get(chatId);
+  // TODO: This does not update the histroy to be canceled on so there is decrepency but it should be fine for now.
+  if (set) {
+    set.forEach((cb) => cb({ chatId, content: '', action: 'done' }));
+  }
+}
+
+export function useChatWebSocket(
+  chatId: string | null,
+  onMessage: OnMessage,
+  onLoadingChange: (loading: boolean) => void,
+) {
+
+  useEffect(() => {
+    if (!chatId) return;
+
+    // Only register listener to given chatId as chatId websocket has not been made yet. 
+    let set = listeners.get(chatId);
+    if (!set) {
+      set = new Set();
+      listeners.set(chatId, set);
+    }
+    set.add(onMessage);
+
+    return () => {
+      if (!chatId) return;
+      const set = listeners.get(chatId);
+      if (set) {
+        set.delete(onMessage);
+        if (set.size === 0) {
+          listeners.delete(chatId);
+          const ws = wsSingleton.get(chatId);
+          if (ws && (ws.readyState === WebSocket.OPEN || ws.readyState === WebSocket.CONNECTING)) {
+            ws.close();
+          }
+        }
+      }
+    };
+  }, [chatId, onMessage]);
+
+  const sendMessage = (content: string) => {
+    if (!chatId) return;
+
+    const ws = getOrCreateWebSocket(chatId);
+
+    onLoadingChange(true);
+
+    if (ws.readyState === WebSocket.OPEN) {
+      ws.send(JSON.stringify({ role: 'user', content }));
+    } else if (ws.readyState === WebSocket.CONNECTING) {
+      // Queue message until open
+      let queue = pendingMessages.get(chatId);
+      if (!queue) {
+        queue = [];
+        pendingMessages.set(chatId, queue);
+      }
+      console.log('Queue: ', queue);
+      if (queue.length > 1) return;
+      queue.push({ content, resolve: () => {} });
+    } else {
+      console.warn('[WS] WebSocket not in usable state', ws.readyState);
+      onLoadingChange(false);
+    }
+  };
+
+  return { sendMessage };
+}
+
+const wsEventTarget = new EventTarget();
+
+export function subscribeToChat(chatId: string, callback: (payload: Payload) => void) {
+  const handler = (event: Event) => {
+    const { chatId: eventChatId, payload } = (event as CustomEvent<WebSocketEvent>).detail;
+    if (eventChatId === chatId) {
+      callback(payload);
+    }
+  };
+  
+  wsEventTarget.addEventListener('message', handler);
+  
+  return () => wsEventTarget.removeEventListener('message', handler);
+}
+
+export function sendMessageChatId(content: string, chatId: string): void {
+  if (!content.trim() || !chatId) return;
+  
+  const ws = getOrCreateWebSocket(chatId);
+  
+  if (ws.readyState === WebSocket.OPEN) {
+    ws.send(JSON.stringify({ role: 'user', content }));
+  } else if (ws.readyState === WebSocket.CONNECTING) {
+    let queue = pendingMessages.get(chatId);
+    if (!queue) {
+      queue = [];
+      pendingMessages.set(chatId, queue);
+    }
+    if (!queue.some(m => m.content === content)) {
+      queue.push({ content, resolve: () => {} });
+    }
+  }
+}
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/hooks/useComposer.ts	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,30 @@
+import { useCallback } from 'react';
+import { useAtom } from 'jotai';
+import { composerTextAtom, composerStatusAtom } from '@/atoms/composerAtom';
+
+export const useComposer = () => {
+  const [text, setText] = useAtom(composerTextAtom);
+  const [status, setStatus] = useAtom(composerStatusAtom);
+
+  const setSending = useCallback(() => setStatus('sending' as const), [setStatus]);
+  const setIdle = useCallback(() => setStatus('idle' as const), [setStatus]);
+  const reset = useCallback(() => {
+    setText('');
+    setIdle();
+  }, [setText, setIdle]);
+
+  const isSending = status === 'sending';
+  const isEmpty = text.trim() === '';
+
+  return {
+    text,
+    setText,
+    status,
+    isSending,
+    isEmpty,
+    isDisabled: isEmpty && !isSending,
+    setSending,
+    setIdle,
+    reset,
+  };
+};
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/index.css	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,22 @@
+@import "tailwindcss";
+
+::-webkit-scrollbar {
+  width: 12px; /* Adjust as needed */
+  height: 12px; /* For horizontal scrollbars */
+  background-color: #2a2a2a; /* Dark background for the entire scrollbar area */
+}
+
+::-webkit-scrollbar-track {
+  background: #1a1a1a; /* Even darker track */
+  border-radius: 10px; /* Optional: rounded corners for the track */
+}
+
+::-webkit-scrollbar-thumb {
+  background-color: #525252; /* Medium dark color for the thumb */
+  border-radius: 10px; /* Optional: rounded corners for the thumb */
+  border: 2px solid #3d3d3d; /* Optional: border around the thumb */
+}
+
+::-webkit-scrollbar-thumb:hover {
+  background-color: #6a6a6a; /* Lighter color on hover */
+}
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/main.tsx	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,15 @@
+import { StrictMode } from 'react';
+import { createRoot } from 'react-dom/client';
+import { RouterProvider } from '@tanstack/react-router';
+import { Provider } from 'jotai';
+
+import { router } from './router'; 
+import './index.css';
+
+createRoot(document.getElementById('root')!).render(
+  <StrictMode>
+    <Provider>
+      <RouterProvider router={router} />
+    </Provider>
+  </StrictMode>,
+);
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/routeTree.gen.ts	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,95 @@
+/* eslint-disable */
+
+// @ts-nocheck
+
+// noinspection JSUnusedGlobalSymbols
+
+// This file was automatically generated by TanStack Router.
+// You should NOT make any changes in this file as it will be overwritten.
+// Additionally, you should also exclude this file from your linter and/or formatter to prevent it from being checked or modified.
+
+import { Route as rootRouteImport } from './routes/__root'
+import { Route as IndexRouteImport } from './routes/index'
+import { Route as ChatIndexRouteImport } from './routes/chat/index'
+import { Route as ChatChatIdRouteImport } from './routes/chat/$chatId'
+
+const IndexRoute = IndexRouteImport.update({
+  id: '/',
+  path: '/',
+  getParentRoute: () => rootRouteImport,
+} as any)
+const ChatIndexRoute = ChatIndexRouteImport.update({
+  id: '/chat/',
+  path: '/chat/',
+  getParentRoute: () => rootRouteImport,
+} as any)
+const ChatChatIdRoute = ChatChatIdRouteImport.update({
+  id: '/chat/$chatId',
+  path: '/chat/$chatId',
+  getParentRoute: () => rootRouteImport,
+} as any)
+
+export interface FileRoutesByFullPath {
+  '/': typeof IndexRoute
+  '/chat/$chatId': typeof ChatChatIdRoute
+  '/chat': typeof ChatIndexRoute
+}
+export interface FileRoutesByTo {
+  '/': typeof IndexRoute
+  '/chat/$chatId': typeof ChatChatIdRoute
+  '/chat': typeof ChatIndexRoute
+}
+export interface FileRoutesById {
+  __root__: typeof rootRouteImport
+  '/': typeof IndexRoute
+  '/chat/$chatId': typeof ChatChatIdRoute
+  '/chat/': typeof ChatIndexRoute
+}
+export interface FileRouteTypes {
+  fileRoutesByFullPath: FileRoutesByFullPath
+  fullPaths: '/' | '/chat/$chatId' | '/chat'
+  fileRoutesByTo: FileRoutesByTo
+  to: '/' | '/chat/$chatId' | '/chat'
+  id: '__root__' | '/' | '/chat/$chatId' | '/chat/'
+  fileRoutesById: FileRoutesById
+}
+export interface RootRouteChildren {
+  IndexRoute: typeof IndexRoute
+  ChatChatIdRoute: typeof ChatChatIdRoute
+  ChatIndexRoute: typeof ChatIndexRoute
+}
+
+declare module '@tanstack/react-router' {
+  interface FileRoutesByPath {
+    '/': {
+      id: '/'
+      path: '/'
+      fullPath: '/'
+      preLoaderRoute: typeof IndexRouteImport
+      parentRoute: typeof rootRouteImport
+    }
+    '/chat/': {
+      id: '/chat/'
+      path: '/chat'
+      fullPath: '/chat'
+      preLoaderRoute: typeof ChatIndexRouteImport
+      parentRoute: typeof rootRouteImport
+    }
+    '/chat/$chatId': {
+      id: '/chat/$chatId'
+      path: '/chat/$chatId'
+      fullPath: '/chat/$chatId'
+      preLoaderRoute: typeof ChatChatIdRouteImport
+      parentRoute: typeof rootRouteImport
+    }
+  }
+}
+
+const rootRouteChildren: RootRouteChildren = {
+  IndexRoute: IndexRoute,
+  ChatChatIdRoute: ChatChatIdRoute,
+  ChatIndexRoute: ChatIndexRoute,
+}
+export const routeTree = rootRouteImport
+  ._addFileChildren(rootRouteChildren)
+  ._addFileTypes<FileRouteTypes>()
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/router.tsx	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,8 @@
+import { createRouter } from '@tanstack/react-router';
+import { routeTree } from './routeTree.gen';
+
+export const router = createRouter({
+  routeTree,
+  defaultPreload: 'intent',
+  context: { }, // Add auth and what not
+});
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/routes/__root.tsx	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,7 @@
+import React from 'react';
+import { createRootRoute, Outlet } from '@tanstack/react-router';
+import { Sidebar } from '@/components/Sidebar/Sidebar';
+
+export const Route = createRootRoute({
+  component: () => (<Outlet />),
+});
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/routes/chat/$chatId.tsx	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,14 @@
+import React from 'react';
+import { createFileRoute } from '@tanstack/react-router';
+import { ChatUI } from '@/components/ChatUI/ChatUI';
+
+export const Route = createFileRoute('/chat/$chatId')({
+  component: ChatDetail,
+});
+
+function ChatDetail() {
+  const { chatId } = Route.useParams();
+  const isNew = chatId === 'new';
+
+  return <ChatUI chatId={isNew ? null : chatId} />;
+}
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/routes/chat/index.tsx	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,10 @@
+import { createFileRoute, redirect } from '@tanstack/react-router';
+
+export const Route = createFileRoute('/chat/')({
+  beforeLoad: () => {
+    throw redirect({
+      to: '/chat/new',
+      replace: true,
+    });
+  },
+});
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/routes/index.tsx	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,11 @@
+import { createFileRoute, redirect } from '@tanstack/react-router';
+
+export const Route = createFileRoute('/')({
+  beforeLoad: () => {
+    // This runs on navigation to /
+    throw redirect({
+      to: '/chat/new',
+      replace: true,
+    });
+  },
+});
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/src/utils/index.ts	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,21 @@
+const API_BASE_URL = import.meta.env.VITE_API_BASE_URL || 'http://localhost:8000';
+
+export function getApiBaseUrl(): string {
+  return API_BASE_URL.endsWith('/') ? API_BASE_URL.slice(0, -1) : API_BASE_URL;
+}
+
+// need to include sequential
+export function apiUrl(path: string): string {
+  const base = getApiBaseUrl();
+
+  const cleanPath = path.startsWith('/') ? path : `/${path}`;
+  return `${base}${cleanPath}`;
+}
+
+export function wsUrl(path: string): string {
+  const base = getApiBaseUrl();
+  const cleanPath = path.startsWith('/') ? path : `/${path}`;
+
+  const wsBase = base.replace(/^http/, 'ws');
+  return `${wsBase}${cleanPath}`;
+}
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/tsconfig.app.json	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,31 @@
+{
+  "compilerOptions": {
+    "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.app.tsbuildinfo",
+    "target": "ES2022",
+    "useDefineForClassFields": true,
+    "lib": ["ES2022", "DOM", "DOM.Iterable"],
+    "module": "ESNext",
+    "types": ["vite/client"],
+    "skipLibCheck": true,
+
+    /* Bundler mode */
+    "moduleResolution": "bundler",
+    "allowImportingTsExtensions": true,
+    "verbatimModuleSyntax": true,
+    "moduleDetection": "force",
+    "noEmit": true,
+    "jsx": "react-jsx",
+
+    /* Linting */
+    "strict": true,
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "erasableSyntaxOnly": true,
+    "noFallthroughCasesInSwitch": true,
+    "noUncheckedSideEffectImports": true,
+
+    "baseUrl": ".",
+    "paths": { "@/*": ["src/*"] }
+  },
+  "include": ["src"]
+}
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/tsconfig.json	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,50 @@
+{
+  "files": [],
+  "references": [
+    { "path": "./tsconfig.app.json" },
+    { "path": "./tsconfig.node.json" }
+  ],
+  "compilerOptions": {
+    "baseUrl": ".",
+    "paths": {
+      "@/*": ["src/*"]
+    }
+  }
+}
+// {
+//   "compilerOptions": {
+//     "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.tsbuildinfo",
+//     "target": "ES2022",
+//     "useDefineForClassFields": true,
+//     "lib": ["ES2022", "DOM", "DOM.Iterable"],
+//     "module": "ESNext",
+//     "skipLibCheck": true,
+// 
+//     /* Bundler mode */
+//     "moduleResolution": "bundler",
+//     "allowImportingTsExtensions": true,
+//     "verbatimModuleSyntax": true,
+//     "moduleDetection": "force",
+//     "noEmit": true,
+//     "jsx": "react-jsx",
+//     "jsxImportSource": "react",            // ← ADD THIS LINE
+//     "types": ["vite/client"],              // ← ADD THIS LINE (important for .tsx)
+// 
+//     // ←←← MOST IMPORTANT LINE FOR .tsx FILES ←←←
+//     "allowJs": true                        // ← ADD THIS LINE
+// 
+//     /* Strictness */
+//     "strict": true,
+//     "noUnusedLocals": true,
+//     "noUnusedParameters": true,
+//     "noFallthroughCasesInSwitch": true,
+// 
+//     /* THIS IS THE IMPORTANT PART */
+//     "baseUrl": ".",
+//     "paths": {
+//       "@/*": ["src/*"]
+//     }
+//   },
+//   "include": ["src/**/*", "vite.config.ts"],
+//   "exclude": ["node_modules", "dist"]
+// }
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/tsconfig.node.json	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,32 @@
+{
+  "compilerOptions": {
+    "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.node.tsbuildinfo",
+    "target": "ES2023",
+    "lib": ["ES2023"],
+    "module": "ESNext",
+    "types": ["node"],
+    "skipLibCheck": true,
+
+    /* Bundler mode */
+    "moduleResolution": "bundler",
+    "allowImportingTsExtensions": true,
+    "verbatimModuleSyntax": true,
+    "moduleDetection": "force",
+    "noEmit": true,
+
+    /* Linting */
+    "strict": true,
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "erasableSyntaxOnly": true,
+    "noFallthroughCasesInSwitch": true,
+    "noUncheckedSideEffectImports": true,
+
+    /* So lsp doesn't get mad */
+    "baseUrl": ".",
+    "paths": {
+      "@/*": ["src/*"]
+    }
+  },
+  "include": ["vite.config.ts"]
+}
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/epi/vite.config.ts	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,24 @@
+import { defineConfig } from 'vite';
+import react from '@vitejs/plugin-react';
+import path from 'path';
+import tailwindcss from '@tailwindcss/vite';
+import { tanstackRouter } from '@tanstack/router-plugin/vite';
+
+export default defineConfig({
+  plugins: [
+    tanstackRouter({ target: 'react', autoCodeSplitting: true }),
+    tailwindcss(),
+    react({
+      babel: {
+        plugins: [
+          ['babel-plugin-react-compiler'],
+        ],
+      },
+    }),
+  ],
+  resolve: {
+    alias: {
+      '@': path.resolve(__dirname, './src'),
+    },
+  },
+});
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/pdf-mcp/Dockerfile	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,15 @@
+FROM python:3.11-slim
+
+WORKDIR /app
+
+# Copy requirements first for better caching
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy the rest of the code
+COPY . .
+
+EXPOSE 7776 
+
+# Command is overridden in docker-compose
+CMD ["python", "main.py"]
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/pdf-mcp/html_to_pdf.py	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,13 @@
+import sys
+from playwright.sync_api import sync_playwright
+
+deck_id = sys.argv[1]
+url = f"http://localhost:8000/decks/{deck_id}/index.html"
+
+with sync_playwright() as p:
+    browser = p.chromium.launch()
+    page = browser.new_page()
+    page.goto(url, wait_until="networkidle")
+    page.wait_for_timeout(2000)
+    page.pdf(path=f"static/{deck_id}/deck.pdf", format="A4", print_background=True)
+    browser.close()
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/pdf-mcp/main.py	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,240 @@
+import os
+import uuid
+import json
+import re
+from typing import List, Dict
+import markdown2
+import requests
+
+from fastmcp import FastMCP
+
+from xai_sdk import Client
+from xai_sdk.chat import system, user
+from xai_sdk.tools import web_search, code_execution
+
+# Configuration
+XAI_API_KEY = os.getenv("XAI_API_KEY", "no_api")
+OUTPUT_DIR = os.getenv("DECK_OUTPUT_DIR", "generated_decks")
+
+# Initialize xAI client
+xai_client = Client(api_key=XAI_API_KEY)
+
+# Create FastMCP server
+mcp = FastMCP("presentation-generator", port=7776, host="0.0.0.0")
+
+def generate_summary_and_images(topic: str) -> Dict[str, any]:
+    """Use Grok API with live_search to summarize + extract image URLs."""
+    chat = xai_client.chat.create(
+        model="grok-4-fast",
+        tools=[
+            web_search(),
+            code_execution(),
+        ],  
+    )
+    
+    SYSTEM_PROMPT = """
+    You are an expert presentation creator. For the given topic, use live_search to fetch the latest, reliable web sources.
+    Summarize into concise, impactful bullet points perfect for slides (max 6-8 lines per slide, start with strong verbs/key facts).
+    Use markdown bullets. Separate logical sections with --- for slide breaks.
+    Also, search for 10-15 high-quality, royalty-free images (e.g., from Unsplash/Pexels via web search) suitable for slides—focus on visuals like diagrams/infographics.
+    Respond ONLY in valid JSON: {"summary": "markdown summary here", "images": ["url1", "url2", ...]}.
+    Ensure images are direct .jpg/.png links, diverse, and relevant.
+    """
+   
+    chat.append(system(SYSTEM_PROMPT))
+    response = chat.append(user(f"Topic: {topic}"))
+    
+    try:
+        content = response.sample().content
+        data = json.loads(content)
+        return data
+    except json.JSONDecodeError:
+        # Fallback: Parse markdown and extract URLs via regex
+        # Shouldn't really get here...
+        summary = content.split("images:")[0].strip() if "images:" in content else content
+        img_pattern = r'https?://[^\s<>"]+\.(?:jpg|jpeg|png|gif)(?:\?[^\s<>"]*)?'
+        images = re.findall(img_pattern, content)
+        return {"summary": summary, "images": images[:15]}
+
+def download_image(url: str, path: str) -> bool:
+    """Download image to local path."""
+    try:
+        img_data = requests.get(url, timeout=10).content
+        os.makedirs(os.path.dirname(path), exist_ok=True)
+        with open(path, 'wb') as f:
+            f.write(img_data)
+        return True
+    except:
+        return False
+
+def create_presentation_deck(topic: str) -> Dict[str, str | int]:
+    """Generate a complete presentation deck."""
+    # Create unique deck directory
+    deck_id = str(uuid.uuid4())[:8]
+    deck_dir = os.path.join(OUTPUT_DIR, deck_id)
+    os.makedirs(deck_dir, exist_ok=True)
+    os.makedirs(os.path.join(deck_dir, "img"), exist_ok=True)
+
+    # Generate summary and images using Grok
+    data = generate_summary_and_images(topic)
+    markdown_summary = data["summary"]
+    image_urls = data.get("images", [])
+
+    # Download images
+    local_images = []
+    for i, url in enumerate(image_urls[:15]):
+        ext = url.split(".")[-1].split("?")[0] or "jpg"
+        path = os.path.join(deck_dir, "img", f"{i}.{ext}")
+        if download_image(url, path):
+            local_images.append(f"img/{i}.{ext}")
+        else:
+            local_images.append(url)
+
+    # Split summary into slides
+    raw_slides = markdown_summary.split("---")
+    slides = []
+    for i, raw in enumerate(raw_slides):
+        html_content = markdown2.markdown(raw.strip())
+        img = local_images[i] if i < len(local_images) else (local_images[-1] if local_images else "")
+        slides.append({"content": html_content, "image": img})
+
+    # Generate Reveal.js HTML
+    html_content = generate_reveal_html(topic, slides)
+    
+    deck_path = os.path.join(deck_dir, "index.html")
+    with open(deck_path, "w", encoding="utf-8") as f:
+        f.write(html_content)
+
+    # Get absolute path
+    abs_path = os.path.abspath(deck_path)
+    
+    return {
+        "deck_id": deck_id,
+        "deck_path": abs_path,
+        "markdown_summary": markdown_summary,
+        "num_slides": len(slides),
+        "images_count": len(local_images)
+    }
+
+def generate_reveal_html(topic: str, slides: List[Dict]) -> str:
+    """Generate Reveal.js HTML presentation."""
+    slides_html = ""
+    for slide in slides:
+        img_html = f'<img src="{slide["image"]}" style="max-width:50%;float:right;margin-left:20px;" />' if slide["image"] else ""
+        slides_html += f"""
+        <section>
+            {img_html}
+            <div style="text-align:left;">
+                {slide["content"]}
+            </div>
+        </section>
+        """
+    
+    return f"""<!DOCTYPE html>
+<html>
+<head>
+    <meta charset="utf-8">
+    <title>{topic} - Presentation</title>
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/4.3.1/reset.min.css">
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/4.3.1/reveal.min.css">
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/4.3.1/theme/black.min.css">
+</head>
+<body>
+    <div class="reveal">
+        <div class="slides">
+            <section>
+                <h1>{topic}</h1>
+                <p>Generated with Grok AI</p>
+            </section>
+            {slides_html}
+        </div>
+    </div>
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/4.3.1/reveal.min.js"></script>
+    <script>
+        Reveal.initialize({{
+            hash: true,
+            transition: 'slide'
+        }});
+    </script>
+</body>
+</html>"""
+
+# FastMCP Tool Definitions
[email protected]()
+def generate_presentation(topic: str) -> str:
+     """Generate a complete PowerPoint-style presentation deck on any topic using Grok AI.
+
+     This tool researches the topic using live web search, creates concise slide content,
+     finds relevant images, and generates a Reveal.js HTML presentation that can be viewed in browser.
+
+     Args:
+         topic: The topic for the presentation (e.g., 'Dogs in Korea', 'Quantum Computing Basics', 'Climate Change
+
+     Returns:
+         A summary of the generated presentation with file location
+     """
+     try:
+         result = create_presentation_deck(topic)
+
+         # Construct the public URL
+         public_url = f"https://slide.babocoder.com/{result['deck_id']}/index.html"
+
+         # Return JSON response as Grok expects with instruction
+         json_response = json.dumps({
+             "file_path": public_url,
+             "type": "html",
+             "metadata": {
+                 "topic": topic,
+                 "deck_id": result['deck_id'],
+                 "num_slides": result['num_slides'],
+                 "images_count": result['images_count']
+             }
+         })
+
+         response = f"""Presentation generated successfully!
+
+ IMPORTANT: Return this exact JSON response to the client:
+
+ {json_response}
+
+ DO NOT modify or explain this JSON. Send it directly to the client as-is."""
+
+         return response
+     except Exception as e:
+         return f"❌ Error generating presentation: {str(e)}\n\nPlease try again or check the server logs."
+ 
[email protected]()
+def get_presentation_preview(topic: str) -> str:
+    """Generate just the markdown summary for a presentation topic without creating the full deck.
+    
+    Useful for previewing content or getting a quick outline before generating slides.
+    
+    Args:
+        topic: The topic to preview
+    
+    Returns:
+        A markdown preview of the presentation content
+    """
+    try:
+        data = generate_summary_and_images(topic)
+        markdown_summary = data["summary"]
+        
+        response = f"""📝 Presentation Preview for: {topic}
+
+{markdown_summary}
+
+---
+**Images Found:** {len(data.get('images', []))}
+
+To generate the full presentation deck with slides, use the 'generate_presentation' tool.
+"""
+        return response
+        
+    except Exception as e:
+        return f"❌ Error generating preview: {str(e)}"
+
+if __name__ == "__main__":
+    os.makedirs(OUTPUT_DIR, exist_ok=True)
+    mcp.run(transport="streamable-http")
+
+
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/pdf-mcp/pdf-mcp.py	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,236 @@
+import os
+import uuid
+import json
+import re
+from typing import List, Dict
+import markdown2
+import requests
+
+from fastmcp import FastMCP
+
+from xai_sdk import Client
+from xai_sdk.chat import system, user
+from xai_sdk.tools import web_search, code_execution
+
+XAI_API_KEY = os.getenv("XAI_API_KEY", "no_apis")
+OUTPUT_DIR = os.getenv("DECK_OUTPUT_DIR", "generated_decks")
+
+xai_client = Client(api_key=XAI_API_KEY)
+
+mcp = FastMCP("presentation-generator", port=7776, host="0.0.0.0")
+
+def generate_summary_and_images(topic: str) -> Dict[str, any]:
+    """Use Grok API with live_search to summarize + extract image URLs."""
+    chat = xai_client.chat.create(
+        model="grok-4-fast",
+        tools=[
+            web_search(),
+            code_execution(),
+        ],  
+    )
+    
+    SYSTEM_PROMPT = """
+    You are an expert presentation creator. For the given topic, use live_search to fetch the latest, reliable web sources.
+    Summarize into concise, impactful bullet points perfect for slides (max 6-8 lines per slide, start with strong verbs/key facts).
+    Use markdown bullets. Separate logical sections with --- for slide breaks.
+    Also, search for 10-15 high-quality, royalty-free images (e.g., from Unsplash/Pexels via web search) suitable for slides—focus on visuals like diagrams/infographics.
+    Respond ONLY in valid JSON: {"summary": "markdown summary here", "images": ["url1", "url2", ...]}.
+    Ensure images are direct .jpg/.png links, diverse, and relevant.
+    """
+   
+    chat.append(system(SYSTEM_PROMPT))
+    response = chat.append(user(f"Topic: {topic}"))
+    
+    try:
+        content = response.sample().content
+        data = json.loads(content)
+        return data
+    except json.JSONDecodeError:
+        # Fallback: Parse markdown and extract URLs via regex
+        summary = content.split("images:")[0].strip() if "images:" in content else content
+        img_pattern = r'https?://[^\s<>"]+\.(?:jpg|jpeg|png|gif)(?:\?[^\s<>"]*)?'
+        images = re.findall(img_pattern, content)
+        return {"summary": summary, "images": images[:15]}
+
+def download_image(url: str, path: str) -> bool:
+    """Download image to local path."""
+    try:
+        img_data = requests.get(url, timeout=10).content
+        os.makedirs(os.path.dirname(path), exist_ok=True)
+        with open(path, 'wb') as f:
+            f.write(img_data)
+        return True
+    except:
+        return False
+
+def create_presentation_deck(topic: str) -> Dict[str, str | int]:
+    """Generate a complete presentation deck."""
+    # Create unique deck directory
+    deck_id = str(uuid.uuid4())[:8]
+    deck_dir = os.path.join(OUTPUT_DIR, deck_id)
+    os.makedirs(deck_dir, exist_ok=True)
+    os.makedirs(os.path.join(deck_dir, "img"), exist_ok=True)
+
+    # Generate summary and images using Grok
+    data = generate_summary_and_images(topic)
+    markdown_summary = data["summary"]
+    image_urls = data.get("images", [])
+
+    # Download images
+    local_images = []
+    for i, url in enumerate(image_urls[:15]):
+        ext = url.split(".")[-1].split("?")[0] or "jpg"
+        path = os.path.join(deck_dir, "img", f"{i}.{ext}")
+        if download_image(url, path):
+            local_images.append(f"img/{i}.{ext}")
+        else:
+            local_images.append(url)
+
+    # Split summary into slides
+    raw_slides = markdown_summary.split("---")
+    slides = []
+    for i, raw in enumerate(raw_slides):
+        html_content = markdown2.markdown(raw.strip())
+        img = local_images[i] if i < len(local_images) else (local_images[-1] if local_images else "")
+        slides.append({"content": html_content, "image": img})
+
+    # Generate Reveal.js HTML
+    html_content = generate_reveal_html(topic, slides)
+    
+    deck_path = os.path.join(deck_dir, "index.html")
+    with open(deck_path, "w", encoding="utf-8") as f:
+        f.write(html_content)
+
+    # Get absolute path
+    abs_path = os.path.abspath(deck_path)
+    
+    return {
+        "deck_id": deck_id,
+        "deck_path": abs_path,
+        "markdown_summary": markdown_summary,
+        "num_slides": len(slides),
+        "images_count": len(local_images)
+    }
+
+def generate_reveal_html(topic: str, slides: List[Dict]) -> str:
+    """Generate Reveal.js HTML presentation."""
+    slides_html = ""
+    for slide in slides:
+        img_html = f'<img src="{slide["image"]}" style="max-width:50%;float:right;margin-left:20px;" />' if slide["image"] else ""
+        slides_html += f"""
+        <section>
+            {img_html}
+            <div style="text-align:left;">
+                {slide["content"]}
+            </div>
+        </section>
+        """
+    
+    return f"""<!DOCTYPE html>
+<html>
+<head>
+    <meta charset="utf-8">
+    <title>{topic} - Presentation</title>
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/4.3.1/reset.min.css">
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/4.3.1/reveal.min.css">
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/4.3.1/theme/black.min.css">
+</head>
+<body>
+    <div class="reveal">
+        <div class="slides">
+            <section>
+                <h1>{topic}</h1>
+                <p>Generated with Grok AI</p>
+            </section>
+            {slides_html}
+        </div>
+    </div>
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/4.3.1/reveal.min.js"></script>
+    <script>
+        Reveal.initialize({{
+            hash: true,
+            transition: 'slide'
+        }});
+    </script>
+</body>
+</html>"""
+
+# FastMCP Tool Definitions
[email protected]()
+def generate_presentation(topic: str) -> str:
+     """Generate a complete PowerPoint-style presentation deck on any topic using Grok AI.
+
+     This tool researches the topic using live web search, creates concise slide content,
+     finds relevant images, and generates a Reveal.js HTML presentation that can be viewed in browser.
+
+     Args:
+         topic: The topic for the presentation (e.g., 'Dogs in Korea', 'Quantum Computing Basics', 'Climate Change
+
+     Returns:
+         A summary of the generated presentation with file location
+     """
+     try:
+         result = create_presentation_deck(topic)
+
+         # Construct the public URL
+         public_url = f"https://slides.babocoder.com/{result['deck_id']}/index.html"
+
+         # Return JSON response as Grok expects with instruction
+         json_response = json.dumps({
+             "file_path": public_url,
+             "type": "html",
+             "metadata": {
+                 "topic": topic,
+                 "deck_id": result['deck_id'],
+                 "num_slides": result['num_slides'],
+                 "images_count": result['images_count']
+             }
+         })
+
+         response = f"""Presentation generated successfully!
+
+ IMPORTANT: Return this exact JSON response to the client:
+
+ {json_response}
+
+ DO NOT modify or explain this JSON. Send it directly to the client as-is."""
+
+         return response
+     except Exception as e:
+         return f"❌ Error generating presentation: {str(e)}\n\nPlease try again or check the server logs."
+ 
[email protected]()
+def get_presentation_preview(topic: str) -> str:
+    """Generate just the markdown summary for a presentation topic without creating the full deck.
+    
+    Useful for previewing content or getting a quick outline before generating slides.
+    
+    Args:
+        topic: The topic to preview
+    
+    Returns:
+        A markdown preview of the presentation content
+    """
+    try:
+        data = generate_summary_and_images(topic)
+        markdown_summary = data["summary"]
+        
+        response = f"""📝 Presentation Preview for: {topic}
+
+{markdown_summary}
+
+---
+**Images Found:** {len(data.get('images', []))}
+
+To generate the full presentation deck with slides, use the 'generate_presentation' tool.
+"""
+        return response
+        
+    except Exception as e:
+        return f"❌ Error generating preview: {str(e)}"
+
+if __name__ == "__main__":
+    os.makedirs(OUTPUT_DIR, exist_ok=True)
+    mcp.run(transport="streamable-http")
+
+
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/pdf-mcp/requirements.txt	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,97 @@
+aiohappyeyeballs==2.6.1
+aiohttp==3.13.2
+aiosignal==1.4.0
+annotated-doc==0.0.4
+annotated-types==0.7.0
+anyio==4.11.0
+attrs==25.4.0
+Authlib==1.6.5
+backports.tarfile==1.2.0
+basedpyright==1.34.0
+beartype==0.22.6
+beautifulsoup4==4.14.2
+cachetools==6.2.2
+certifi==2025.11.12
+cffi==2.0.0
+charset-normalizer==3.4.4
+click==8.3.1
+cryptography==46.0.3
+cyclopts==4.2.4
+diskcache==5.6.3
+dnspython==2.8.0
+docstring_parser==0.17.0
+docutils==0.22.3
+email-validator==2.3.0
+exceptiongroup==1.3.0
+fastapi==0.121.3
+fastmcp==2.13.1
+frozenlist==1.8.0
+greenlet==3.2.4
+grpcio==1.76.0
+h11==0.16.0
+httpcore==1.0.9
+httpx==0.28.1
+httpx-sse==0.4.3
+idna==3.11
+importlib_metadata==8.7.0
+jaraco.classes==3.4.0
+jaraco.context==6.0.1
+jaraco.functools==4.3.0
+jeepney==0.9.0
+Jinja2==3.1.6
+jsonschema==4.25.1
+jsonschema-path==0.3.4
+jsonschema-specifications==2025.9.1
+keyring==25.7.0
+markdown-it-py==4.0.0
+markdown2==2.5.4
+MarkupSafe==3.0.3
+mcp==1.22.0
+mdurl==0.1.2
+more-itertools==10.8.0
+multidict==6.7.0
+nodejs-wheel-binaries==24.11.1
+openapi-pydantic==0.5.1
+opentelemetry-api==1.38.0
+opentelemetry-sdk==1.38.0
+opentelemetry-semantic-conventions==0.59b0
+packaging==25.0
+pathable==0.4.4
+pathvalidate==3.3.1
+platformdirs==4.5.0
+playwright==1.56.0
+propcache==0.4.1
+protobuf==6.33.1
+py-key-value-aio==0.2.8
+py-key-value-shared==0.2.8
+pycparser==2.23
+pydantic==2.12.4
+pydantic-settings==2.12.0
+pydantic_core==2.41.5
+pyee==13.0.0
+Pygments==2.19.2
+PyJWT==2.10.1
+pyperclip==1.11.0
+python-dotenv==1.2.1
+python-multipart==0.0.20
+PyYAML==6.0.3
+referencing==0.36.2
+requests==2.32.5
+rich==14.2.0
+rich-rst==1.3.2
+rpds-py==0.29.0
+SecretStorage==3.4.1
+shellingham==1.5.4
+sniffio==1.3.1
+soupsieve==2.8
+sse-starlette==3.0.3
+starlette==0.50.0
+typer==0.20.0
+typing-inspection==0.4.2
+typing_extensions==4.15.0
+urllib3==2.5.0
+uvicorn==0.38.0
+websockets==15.0.1
+xai-sdk==1.4.0
+yarl==1.22.0
+zipp==3.23.0
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+<html><body>404</body></html>
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+<html><body>404</body></html>
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/pdf-mcp/static/56a5f997/index.html	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,129 @@
+<!DOCTYPE html>
+<html>
+<head>
+    <meta charset="utf-8">
+    <title>Create slides about dogs</title>
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/4.6.0/reveal.min.css">
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/4.6.0/theme/moon.min.css">
+    <style>
+        .reveal section img { background:none; border:none; box-shadow:none; }
+        .reveal h1, .reveal h2 { text-align:center; }
+        .slide-bg { background-size:cover; background-position:center; min-height:100vh; }
+    </style>
+</head>
+<body>
+<div class="reveal">
+<div class="slides">
+    <section data-background-color="#1a1a2e">
+        <h1>Create slides about dogs</h1>
+        <p>Generated instantly by MCP server</p>
+    </section>
+
+    
+    <section data-background-image="img/0.3&amp;auto=format&amp;fit=crop&amp;w=1000&amp;q=80" class="slide-bg">
+        <div style="background:rgba(0,0,0,0.65); padding:40px; border-radius:20px; max-width:90%;">
+            <h1>Introduction to Dogs</h1>
+
+<ul>
+<li>Loyal companions for millennia</li>
+<li>Descended from ancient wolves</li>
+<li>Over 150 breeds worldwide</li>
+<li>Serve as pets, workers, and heroes</li>
+<li>Enhance human emotional well-being</li>
+<li>Global population exceeds 900 million</li>
+</ul>
+
+        </div>
+    </section>
+    
+    <section data-background-image="img/1.jpeg" class="slide-bg">
+        <div style="background:rgba(0,0,0,0.65); padding:40px; border-radius:20px; max-width:90%;">
+            <h1>History of Dog Domestication</h1>
+
+<ul>
+<li>Began 15,000-40,000 years ago from wolves</li>
+<li>Earliest traces in Siberia, 26,000 years ago</li>
+<li>Co-evolved with humans in Mesolithic era</li>
+<li>Multiple domestication events confirmed by DNA</li>
+<li>Transformed into diverse roles over time</li>
+<li>Key partner in human hunting and herding</li>
+</ul>
+
+        </div>
+    </section>
+    
+    <section data-background-image="img/2.3&amp;auto=format&amp;fit=crop&amp;w=1000&amp;q=80" class="slide-bg">
+        <div style="background:rgba(0,0,0,0.65); padding:40px; border-radius:20px; max-width:90%;">
+            <h1>Popular Dog Breeds in 2025</h1>
+
+<ul>
+<li>French Bulldog tops charts: Compact, affectionate</li>
+<li>Labrador Retriever: Versatile family favorite</li>
+<li>Golden Retriever: Friendly, intelligent guide</li>
+<li>German Shepherd: Protective, working breed</li>
+<li>Poodle: Hypoallergenic, agile performer</li>
+<li>Mixed breeds rising in popularity</li>
+</ul>
+
+        </div>
+    </section>
+    
+    <section data-background-image="img/3.jpeg" class="slide-bg">
+        <div style="background:rgba(0,0,0,0.65); padding:40px; border-radius:20px; max-width:90%;">
+            <h1>Fascinating Dog Facts</h1>
+
+<ul>
+<li>Sense of smell 40x superior to humans</li>
+<li>IQ matches 2-year-old child</li>
+<li>Detect cancers, seizures via scent</li>
+<li>Understand 250+ words and gestures</li>
+<li>Dream vividly, often twitching in sleep</li>
+<li>Fewer taste buds: Focus on meaty flavors</li>
+</ul>
+
+        </div>
+    </section>
+    
+    <section data-background-image="img/4.3&amp;auto=format&amp;fit=crop&amp;w=1000&amp;q=80" class="slide-bg">
+        <div style="background:rgba(0,0,0,0.65); padding:40px; border-radius:20px; max-width:90%;">
+            <h1>Essential Dog Care Tips</h1>
+
+<ul>
+<li>Annual vet exams; puppies every 3-4 weeks</li>
+<li>Vaccinate against core diseases yearly</li>
+<li>Balanced diet tailored to age and size</li>
+<li>Daily exercise: 30-60 minutes minimum</li>
+<li>Groom regularly; flea/tick prevention</li>
+<li>Mental training prevents boredom behaviors</li>
+</ul>
+
+        </div>
+    </section>
+    
+    <section data-background-image="img/5.jpeg" class="slide-bg">
+        <div style="background:rgba(0,0,0,0.65); padding:40px; border-radius:20px; max-width:90%;">
+            <h1>Why Dogs Matter</h1>
+
+<ul>
+<li>Boost owner health: Lower stress, better hearts</li>
+<li>Service roles: Guide, therapy, search-and-rescue</li>
+<li>Strengthen family bonds and communities</li>
+<li>Adopt from shelters to combat overpopulation</li>
+<li>Celebrate their unwavering loyalty daily</li>
+</ul>
+
+        </div>
+    </section>
+    
+
+    <section data-background-color="#16213e">
+        <h2>Thank you!</h2>
+    </section>
+</div>
+</div>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/4.6.0/reveal.min.js"></script>
+<script>
+    Reveal.initialize({hash:true, controls:true, progress:true, center:true});
+</script>
+</body>
+</html>
\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/pdf-mcp/templates/reveal_template.html	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,40 @@
+<!DOCTYPE html>
+<html>
+<head>
+    <meta charset="utf-8">
+    <title>{{ topic }}</title>
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/4.6.0/reveal.min.css">
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/4.6.0/theme/moon.min.css">
+    <style>
+        .reveal section img { background:none; border:none; box-shadow:none; }
+        .reveal h1, .reveal h2 { text-align:center; }
+        .slide-bg { background-size:cover; background-position:center; min-height:100vh; }
+    </style>
+</head>
+<body>
+<div class="reveal">
+<div class="slides">
+    <section data-background-color="#1a1a2e">
+        <h1>{{ topic }}</h1>
+        <p>Generated instantly by MCP server</p>
+    </section>
+
+    {% for slide in slides %}
+    <section data-background-image="{{ slide.image }}" class="slide-bg">
+        <div style="background:rgba(0,0,0,0.65); padding:40px; border-radius:20px; max-width:90%;">
+            {{ slide.content | safe }}
+        </div>
+    </section>
+    {% endfor %}
+
+    <section data-background-color="#16213e">
+        <h2>Thank you!</h2>
+    </section>
+</div>
+</div>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/4.6.0/reveal.min.js"></script>
+<script>
+    Reveal.initialize({hash:true, controls:true, progress:true, center:true});
+</script>
+</body>
+</html>
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/poppy/Dockerfile	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,15 @@
+FROM python:3.11-slim
+
+WORKDIR /app
+
+# Copy requirements first for better caching
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy the rest of the code
+COPY . .
+
+EXPOSE 8000
+
+# Command is overridden in docker-compose
+CMD ["python", "main.py"]
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/poppy/README.md	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,3 @@
+# Backend 
+
+python main.py
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/poppy/apis/router.py	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,423 @@
+from typing import Optional
+from uuid import UUID
+from fastapi import (
+    APIRouter,
+    Depends,
+    HTTPException,
+    status,
+    WebSocket,
+    WebSocketDisconnect,
+    Query,
+)
+from sqlalchemy.orm import selectinload
+from sqlmodel import select, desc, exists
+import json
+import asyncio
+import os
+
+from xai_sdk import Client
+from xai_sdk.chat import user, system, assistant
+from xai_sdk.tools import mcp, web_search, code_execution
+
+from .schemas import MessageOut, ChatOut, ChatWithMessages, Chats
+from db.models import Chat, Message, MessageAsset
+from utils.database import get_session
+# from utils.redis import append_message, get_all_messages_from_redis
+from utils.logger import logger
+
+import sys
+
+
+GROK_API_KEY = os.getenv("XAI_API_KEY", "NO-KEY")
+TOOLS = [
+    web_search(),
+    code_execution(),
+    # mcp(
+    #   server_url="https://mcp.babocoder.com/mcp",
+    #   server_label="powerpoint-generator",
+    #   server_description="This will create powerpoitn slides and files for you."
+    # )
+]
+# xAI SDK Client
+client = Client(
+    api_key=GROK_API_KEY,
+    timeout=3600, # Take this out when you are deploying to your local server.
+)
+
+router = APIRouter(tags=["chat"])
+
+# TODO: Make this into something more useful
+SYSTEM_PROMPT = """
+You are a dog lover and everytime someone mentioned about their dog. You should be the most excited person alive.
+"""
+
+TITLE_GENERATION_PROMPT = """Based on the following user message, generate a short, descriptive title (max 6 words) for this chat conversation. 
+Only return the title text, nothing else.
+
+User message: {user_message}"""
+
+
+async def generate_chat_title(user_message: str) -> str:
+    try:
+        title_client = Client(api_key=GROK_API_KEY, timeout=30)
+        title_chat = title_client.chat.create(model="grok-4-fast")
+        title_chat.append(system(TITLE_GENERATION_PROMPT.format(user_message=user_message)))
+        
+        response = title_chat.sample()
+        title = response.content.strip()
+
+        logger.info("Title: \n")
+        logger.info(title)
+        
+        # Ensure title isn't too long
+        if len(title) > 100:
+            title = title[:97] + "..."
+        
+        return title if title else "New Chat"
+    except Exception as e:
+        logger.error(f"Failed to generate title: {e}")
+        return "New Chat"
+
+async def generate_image(user_message: str) -> str:
+    try:
+        image_client = Client(api_key=GROK_API_KEY, timeout=300)
+        response = image_client.image.sample(
+           model="grok-2-image",
+           prompt=user_message,
+           image_format="url"
+       )
+        logger.info("Image URL: \n")
+        logger.info(response.url)
+        
+        return response.url
+    except Exception as e:
+        logger.error(f"Failed to generate title: {e}")
+        return "failed image url"
+
+
+async def should_update_title(chat: Chat, session) -> bool:
+    stmt = select(Message).where(Message.chat_id == chat.id)
+    result = await session.execute(stmt)
+    message_count = len(result.scalars().all())
+    logger.info(f"message_count: {message_count}")
+
+    # Update title if we have exactly 2 messages and title is still default
+    return message_count == 2 and chat.title == "New Chat"
+
+
+# --- REST ---
[email protected]("/chats", response_model=Chats)
+async def get_chats(
+    session=Depends(get_session),
+    limit: int = Query(50, ge=1, le=100),
+    cursor: Optional[str] = Query(None, description="Chat ID to paginate from")
+):
+    has_messages = exists(Message).where(Message.chat_id == Chat.id)
+
+    stmt = select(Chat).where(has_messages).order_by(desc(Chat.created_at))
+    
+    # If cursor provided, filter to chats older than cursor chat
+    if cursor:
+        try:
+            cursor_chat_id = UUID(cursor)
+            cursor_chat = await session.get(Chat, cursor_chat_id)
+            if cursor_chat:
+                stmt = stmt.where(Chat.created_at < cursor_chat.created_at)
+        except (ValueError, TypeError):
+            pass  # Invalid cursor, ignore it
+    
+    stmt = stmt.limit(limit)
+
+    result = await session.execute(stmt)
+    recent_chats = result.scalars().all()
+
+    return Chats(chats=recent_chats)
+
[email protected]("/chats", response_model=ChatOut, status_code=status.HTTP_201_CREATED)
+async def create_chat(session=Depends(get_session)):
+    chat = Chat()
+    session.add(chat)
+    await session.commit()
+    await session.refresh(chat)
+    return chat
+
+
[email protected]("/chats/{chat_id_str}/messages", response_model=ChatWithMessages)
+async def get_chat_messages(chat_id_str: str, session=Depends(get_session)):
+    chat_id = UUID(chat_id_str)
+    chat = await session.get(Chat, chat_id)
+    if not chat:
+        raise HTTPException(404, "Chat not found")
+
+    # try:
+    #     all_msgs = await get_all_messages_from_redis()
+    #     chat_msgs = [m for m in all_msgs if m["chatId"] == chat_id_str]
+    #     if chat_msgs:
+    #         messages = [
+    #             MessageOut(
+    #                 id=UUID(m.get("id", "00000000-0000-0000-0000-000000000000")),  # or store id in Redis!
+    #                 role=m["role"],
+    #                 content=m["content"],
+    #                 created_at=None,
+    #                 image_url=m.get("image_url"),    # ← make sure Redis also stores this
+    #             )
+    #             for m in chat_msgs
+    #         ]
+    #         return ChatWithMessages(
+    #             id=chat.id,
+    #             title=chat.title,
+    #             created_at=chat.created_at,
+    #             messages=messages,
+    #         )
+    # except Exception as e:
+    #     pass
+
+    stmt = (
+        select(Message)
+        .options(selectinload(Message.assets))
+        .where(Message.chat_id == chat_id)
+        .order_by(Message.created_at)
+    )
+    result = await session.execute(stmt)
+    messages = result.scalars().all()
+    return ChatWithMessages(
+        id=chat.id,
+        title=chat.title,
+        created_at=chat.created_at,
+        messages=[MessageOut.from_orm_with_assets(m) for m in messages],
+    )
+
+
[email protected]("/chats/{chat_id_str}/ws")
+async def chat_stream(
+    websocket: WebSocket,
+    chat_id_str: str,
+    session=Depends(get_session),
+    use_grok: bool = Query(True),  # TODO: use url for this, but for now this is fine. 
+):
+    chat_id = UUID(chat_id_str)
+
+    await websocket.accept()
+
+    chat = None
+    history = []
+
+    # Load chat from DB
+    db_chat = await session.get(Chat, chat_id)
+    if not db_chat:
+        await websocket.close(code=1008)
+        return
+
+    # Load Message
+    if use_grok:
+        try:
+            all_msgs = await get_all_messages_from_redis()
+            chat_msgs = [m for m in all_msgs if m["chatId"] == chat_id_str]
+            if chat_msgs:
+                history = [
+                    {"role": m["role"], "content": m["content"]} for m in chat_msgs
+                ]
+            else:
+                stmt = (
+                    select(Message)
+                    .where(Message.chat_id == chat_id)
+                    .order_by(Message.created_at)
+                )
+                result = await session.execute(stmt)
+                db_msgs = result.scalars().all()
+                history = [{"role": m.role, "content": m.content} for m in db_msgs]
+        except Exception as e:
+            logger.error("History load failed:", e)
+            history = []
+
+        chat = client.chat.create(
+            model="grok-4-fast",
+            tools=TOOLS
+        )
+        chat.append(system(SYSTEM_PROMPT))
+
+        # order does not matter so should be fine...
+        for msg in history:
+            if msg["role"] == "user":
+                chat.append(user(msg["content"]))
+            elif msg["role"] == "assistant":
+                chat.append(assistant(msg["content"]))
+
+    logger.info(f"This should only be called once: {history}")
+    # Listen to websocket
+    try:
+        while True:
+            full_response = ""
+            assistant_msg = None
+
+            try:
+                data = await websocket.receive_text()
+                # TODO: Create seralizer for this.
+                user_msg = json.loads(data)
+                if user_msg.get("role") != "user":
+                    await websocket.close(code=1008)
+                    return
+                user_content = user_msg["content"]
+
+                msg = Message(chat_id=chat_id, role="user", content=user_content)
+                session.add(msg)
+                await session.commit()
+                await session.refresh(msg)
+                # await append_message(chat_id_str, "user", user_content)
+
+                # Actual API calls
+                if use_grok:
+
+                    # Can use clarifying agent model for this, but I feel like that would be over kill..
+                    image_triggers = [
+                        "/img ",
+                        "generate image ",
+                        "create image ",
+                        "draw ",
+                        "make an image of ",
+                        "show me a picture of ",
+                        "image: ",
+                        "img: ",
+                        "🖼️",
+                        "picture of ",
+                        "generate a photo of ",
+                    ]
+                    is_image_call = False
+                    image_url = ""
+                    for trigger in image_triggers:
+                        if trigger in user_content:
+                            is_image_call = True
+                            break
+
+                    if is_image_call:
+                        image_url = await generate_image(user_content)
+                        logger.info(f"Image got generated and we are sending assistant prompt?")
+                        chat.append(assistant(f"Your image is here. Please view {image_url}!"))
+                        await websocket.send_json(
+                            {
+                                "chatId": chat_id_str,
+                                "url": f"{image_url}",
+                                "action": "image",
+                            }
+                        )
+                    else:
+                        logger.info(f"User content sent: {user_content}")
+                        chat.append(user(user_content))
+
+                # AI response....
+                # Maybe stream the token into redis?, but probably over kill.
+                is_thinking = True
+                if use_grok:
+                    for response, chunk in chat.stream():
+                        for tool_call in chunk.tool_calls:
+                            logger.info(f"\nCalling tool: {tool_call.function.name} with arguments: {tool_call.function.arguments}")
+                        # if response.usage.reasoning_tokens and is_thinking:
+                            # logger.info(f"\rThinking... ({response.usage.reasoning_tokens} tokens)")
+                        if chunk.content and is_thinking:
+                            logger.info("\n\nAnalysis Results:")
+                            is_thinking = False
+                        token = chunk.content
+                        if not token:
+                            continue
+                        full_response = response.content
+                        await websocket.send_json(
+                            {
+                                "chatId": chat_id_str,
+                                "content": token,
+                                "action": "append",
+                            }
+                        )
+                        await asyncio.sleep(0.015)
+                    logger.info("\n\nCitations:")
+                    logger.info(response.citations)
+                    logger.info("\n\nUsage:")
+                    logger.info(response.usage)
+                    logger.info(response.server_side_tool_usage)
+                    logger.info("\n\nServer Side Tool Calls:")
+                    logger.info(response.tool_calls)
+                else:
+                    mock_reply = f"[Mock] Echo: {user_content}"
+                    for token in mock_reply.split():
+                        token += " "
+                        full_response += token
+                        await websocket.send_json(
+                            {
+                                "chatId": chat_id_str,
+                                "content": token,
+                                "action": "append",
+                            }
+                        )
+                        await asyncio.sleep(0.2)
+
+                if use_grok and full_response:
+                    chat.append(assistant(full_response))
+
+                # Async update redis
+                # task = asyncio.create_task(
+                #     append_message(chat_id_str, "assistant", full_response)
+                # )
+                # asyncio.shield(task)
+
+                assistant_msg = Message(
+                    chat_id=chat_id, role="assistant", content=full_response
+                )
+                session.add(assistant_msg)
+                await session.commit()
+                await session.refresh(assistant_msg)
+
+                # Now create assets linked to the message
+                if is_image_call and image_url:                
+                    asset = MessageAsset(
+                        message_id=assistant_msg.id,
+                        asset_type="image",
+                        url=image_url,
+                    )
+                    session.add(asset)
+                    await session.commit()
+                    await session.refresh(assistant_msg)
+
+                # Getting titles
+                # Generate title after first exchange
+                if use_grok and await should_update_title(db_chat, session):
+                    new_title = await generate_chat_title(user_content)
+                    db_chat.title = new_title
+                    session.add(db_chat)
+                    await session.commit()
+                    logger.info(f"Updated chat title to: {new_title}")
+                    await websocket.send_json(
+                        {
+                            "chatId": chat_id_str,
+                            "title": new_title,
+                            "action": "title_updated"
+                        }
+                    )
+                else:
+                    db_chat.title = "Automatic title"
+                    session.add(db_chat)
+                    await session.commit()
+                    await websocket.send_json(
+                        {
+                            "chatId": chat_id_str,
+                            "title": "Automatic title",
+                            "action": "title_updated"
+                        }
+                    )
+
+                await websocket.send_json(
+                    {"chatId": chat_id_str, "content": "", "action": "done"}
+                )
+            except WebSocketDisconnect:
+                break
+            except json.JSONDecodeError:
+                await websocket.send_json({"error": "Invalid JSON"})
+            except Exception as e:
+                exc_type, exc_value, exc_traceback = sys.exc_info()
+                line_number = exc_traceback.tb_lineno
+                logger.error(
+                    f"An error occurred on line {line_number}: {type(e).__name__} - {e}"
+                )
+                await websocket.send_json({"error": str(e)})
+    except Exception as e:
+        logger.error("Error: ", e)
+    finally:
+        pass
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/poppy/apis/schemas.py	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,59 @@
+from uuid import UUID
+from pydantic import BaseModel, ConfigDict, field_serializer
+from datetime import datetime
+from typing import Literal, Optional
+
+
+class MessageBase(BaseModel):
+    role: Literal["user", "assistant"]
+    content: str
+
+    model_config = ConfigDict(from_attributes=True)
+
+
+class MessageCreate(MessageBase):
+    pass
+
+
+class MessageOut(MessageBase):
+    id: UUID
+    image_url: Optional[str] = None
+    created_at: datetime
+
+    @field_serializer("id")
+    def serialize_id(self, id: UUID):
+        return str(id)
+
+    # Automatically populate image_url / image_urls from relationship
+    @classmethod
+    def from_orm_with_assets(cls, obj):
+        data = cls.model_validate(obj)
+
+        image_assets = [
+            a for a in getattr(obj, "assets", [])
+            if a.asset_type == "image"
+        ]
+
+        image_urls = [a.url for a in image_assets if a.url]
+        data.image_url = image_urls[0] if image_urls else None
+
+        return data
+
+
+class ChatOut(BaseModel):
+    id: UUID
+    title: str
+    created_at: datetime
+
+    model_config = ConfigDict(from_attributes=True)
+
+    @field_serializer("id")
+    def serialize_id(self, id: UUID):
+        return str(id)
+
+
+class ChatWithMessages(ChatOut):
+    messages: list[MessageOut] = []
+
+class Chats(BaseModel):
+    chats: list[ChatOut] = []
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/poppy/db/models.py	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,66 @@
+from sqlmodel import SQLModel, Field, Relationship
+from typing import Optional, List
+from datetime import datetime
+import uuid
+from sqlalchemy import text
+
+
+class MessageAsset(SQLModel, table=True):
+    id: uuid.UUID = Field(
+        default_factory=uuid.uuid4,
+        primary_key=True,
+        index=True,
+        nullable=False,
+        sa_column_kwargs={"server_default": text("gen_random_uuid()")},
+    )
+    message_id: uuid.UUID = Field(foreign_key="message.id", index=True)
+    asset_type: str = Field(index=True)  # "image" | "file" | "audio" | "video" | etc.
+    url: str = Field()                    # public or signed URL
+    # Pretty good suggestions but not needed for now.
+    # filename: Optional[str] = Field(default=None)
+    # mime_type: Optional[str] = Field(default=None)
+    # width: Optional[int] = Field(default=None)   # for images/videos
+    # height: Optional[int] = Field(default=None)
+    # size_bytes: Optional[int] = Field(default=None)
+    # alt_text: Optional[str] = Field(default=None)  # user-provided description
+    created_at: datetime = Field(default_factory=datetime.utcnow, nullable=False)
+
+    # Relationship back to message
+    message: "Message" = Relationship(back_populates="assets")
+
+class Message(SQLModel, table=True):
+    id: uuid.UUID = Field(
+        default_factory=uuid.uuid4,
+        primary_key=True,
+        index=True,
+        nullable=False,
+        sa_column_kwargs={"server_default": text("gen_random_uuid()")},
+    )
+    chat_id: uuid.UUID = Field(foreign_key="chat.id")
+
+    role: str = Field(
+        index=True
+    )  # "user" | "assistant" TODO: use enum?  I don't mind just defining like this tho.
+    content: str
+    created_at: datetime = Field(default_factory=datetime.utcnow, nullable=False)
+
+    # Relationship
+    chat: Optional["Chat"] = Relationship(back_populates="messages")
+    assets: List[MessageAsset] = Relationship(back_populates="message")
+
+class Chat(SQLModel, table=True):
+    id: uuid.UUID = Field(
+        default_factory=uuid.uuid4,
+        primary_key=True,
+        index=True,
+        nullable=False,
+        sa_column_kwargs={"server_default": text("gen_random_uuid()")},
+    )
+
+    title: str = Field(default="New Chat")
+    created_at: datetime = Field(default_factory=datetime.utcnow, nullable=False)
+
+    # Relationship
+    messages: List[Message] = Relationship(
+        back_populates="chat", sa_relationship_kwargs={"cascade": "all, delete-orphan"}
+    )
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/poppy/main.py	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,35 @@
+# main.py
+from fastapi import FastAPI
+from fastapi.middleware.cors import CORSMiddleware
+import uvicorn
+
+from utils.database import create_db_and_tables
+from apis.router import router
+
+app = FastAPI(
+    title="Talk to Epi Chan",
+    version="0.1.0",
+    description="This is for fun",
+)
+
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=[
+        "http://localhost:5173",
+        "https://epi.babocoder.com",
+    ],
+    allow_credentials=True,
+    allow_methods=["*"],
+    allow_headers=["*"],
+)
+
+app.include_router(router)
+
+
[email protected]_event("startup")
+async def startup():
+    create_db_and_tables()
+
+
+if __name__ == "__main__":
+    uvicorn.run("main:app", host="0.0.0.0", port=8000, reload=True)
Binary file love/poppy/poppy.db has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/poppy/requirements.txt	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,9 @@
+fastapi[standard]
+uvicorn[standard]
+sqlmodel
+pydantic[email]
+python-dotenv
+websockets
+aiosqlite
+redis
+xai-sdk
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/poppy/utils/database.py	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,39 @@
+from sqlmodel import SQLModel, create_engine
+from sqlalchemy.ext.asyncio import (
+    create_async_engine,
+    async_sessionmaker,
+    AsyncEngine,
+    AsyncSession,
+)
+import os
+
+ASYNC_DATABASE_URL = os.getenv("ASYNC_DATABASE_URL", "sqlite+aiosqlite:///./poppy.db")
+SYNC_DATABASE_URL = os.getenv("SYNC_DATABASE_URL", "sqlite:///./poppy.db")
+
+# For migrations, we can probably use async?
+sync_engine = create_engine(
+    SYNC_DATABASE_URL,
+    echo=False,
+    future=True,
+)
+
+async_engine: AsyncEngine = create_async_engine(
+    ASYNC_DATABASE_URL,
+    echo=False,
+    future=True,
+)
+
+AsyncSessionLocal = async_sessionmaker(
+    bind=async_engine,
+    class_=AsyncSession,
+    expire_on_commit=False,
+)
+
+
+async def get_session():
+    async with AsyncSessionLocal() as session:
+        yield session
+
+
+def create_db_and_tables():
+    SQLModel.metadata.create_all(sync_engine)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/poppy/utils/logger.py	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,8 @@
+import logging
+
+logging.basicConfig(
+    level=logging.INFO,
+    format="%(asctime)s - %(name)s - %(levelname)s - %(message)s",
+)
+
+logger = logging.getLogger(__name__)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/poppy/utils/models.py	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,21 @@
+from sqlmodel import SQLModel, Field, Relationship
+from typing import Optional, List
+from datetime import datetime
+
+
+class Message(SQLModel, table=True):
+    id: Optional[int] = Field(default=None, primary_key=True)
+    chat_id: int = Field(foreign_key="chat.id")
+    role: str = Field(index=True)  # "user" | "assistant"
+    content: str
+    created_at: datetime = Field(default_factory=datetime.utcnow)
+
+    chat: Optional["Chat"] = Relationship(back_populates="messages")
+
+
+class Chat(SQLModel, table=True):
+    id: Optional[int] = Field(default=None, primary_key=True)
+    title: str = Field(default="New Chat")
+    created_at: datetime = Field(default_factory=datetime.utcnow)
+
+    messages: List[Message] = Relationship(back_populates="chat")
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/love/poppy/utils/redis.py	Mon Dec 01 20:35:56 2025 -0800
@@ -0,0 +1,22 @@
+import redis.asyncio as redis
+import json
+import os
+
+REDIS_URL = os.getenv("REDIS_URL", "redis://localhost:6379/0")
+redis_client = redis.from_url(REDIS_URL, decode_responses=True)
+
+STREAM_KEY = "chat:stream"
+
+
+async def append_message(chat_id: str, role: str, content: str):
+    """Append a FULL message (user or final assistant)"""
+    payload = {"chatId": chat_id, "role": role, "content": content}
+    await redis_client.xadd(STREAM_KEY, {"data": json.dumps(payload)})
+
+
+async def get_all_messages_from_redis() -> list[dict]:
+    try:
+        entries = await redis_client.xrange(STREAM_KEY, "-", "+")
+        return [json.loads(entry["data"]) for entry in entries]
+    except:
+        return []