diff --git a/ai/ai-samples/src/config/firebase-config.ts b/ai/ai-samples/src/config/firebase-config.ts
deleted file mode 100644
index 9fe146085..000000000
--- a/ai/ai-samples/src/config/firebase-config.ts
+++ /dev/null
@@ -1,7 +0,0 @@
-// import { initializeApp } from "firebase/app";
-
-// export const firebaseConfig = {
-//   // add your config here
-// };
-
-// export const app = initializeApp(firebaseConfig);
diff --git a/ai/ai-samples/src/features/multimodal/index.tsx b/ai/ai-samples/src/features/multimodal/index.tsx
index 73a48218b..74178d269 100644
--- a/ai/ai-samples/src/features/multimodal/index.tsx
+++ b/ai/ai-samples/src/features/multimodal/index.tsx
@@ -1,9 +1,103 @@
-import React from 'react';
+import { useState, useRef } from 'react';
+import { generateMultimodalContent } from './service';
+
+export default function MultimodalView() {
+  const [prompt, setPrompt] = useState('Describe these files in detail.');
+  const [response, setResponse] = useState('');
+  const [loading, setLoading] = useState(false);
+  const [error, setError] = useState<string | null>(null);
+
+  const fileInputRef = useRef<HTMLInputElement>(null);
+
+  const handleGenerate = async () => {
+    const fileArray = Array.from(fileInputRef.current?.files ?? []);
+
+    if (fileArray.length === 0) {
+      setError('Please select at least one file (Image or PDF).');
+      return;
+    }
+
+    const cleanedPrompt = prompt.trim();
+
+    if (!cleanedPrompt) {
+      setError('Please enter a prompt.');
+      return;
+    }
+
+    setLoading(true);
+    setError(null);
+    setResponse('');
+
+    try {
+      const resultText = await generateMultimodalContent(cleanedPrompt, fileArray);
+      setResponse(resultText);
+   } catch (error: unknown) {
+      const message = error instanceof Error ? error.message : 'An error occurred during multimodal generation.';
+      setError(message);
+    } finally {
+      setLoading(false);
+    }
+  };
 
-export default function MultimodalFeature() {
   return (
-    <div>
-      <h2>multimodal</h2>
+    <div style={{ padding: '20px', maxWidth: '600px', margin: '0 auto' }}>
+      <h2>Multimodal Generation</h2>
+      <p style={{ color: '#666', marginBottom: '20px' }}>
+        Upload images or PDFs alongside a text prompt to generate content.
+      </p>
+
+      <div style={{ marginBottom: '15px' }}>
+        <label style={{ display: 'block', marginBottom: '5px', fontWeight: 'bold' }}>
+          Upload Files:
+        </label>
+        <input
+          type="file"
+          multiple
+          ref={fileInputRef}
+          accept="image/*,application/pdf"
+          style={{ width: '100%', padding: '8px' }}
+        />
+      </div>
+
+      <div style={{ marginBottom: '15px' }}>
+        <label style={{ display: 'block', marginBottom: '5px', fontWeight: 'bold' }}>
+          Prompt:
+        </label>
+        <textarea
+          value={prompt}
+          onChange={(e) => setPrompt(e.target.value)}
+          rows={4}
+          style={{ width: '100%', padding: '8px', fontFamily: 'inherit' }}
+        />
+      </div>
+
+      <button
+        onClick={handleGenerate}
+        disabled={loading}
+        style={{
+          padding: '10px 20px',
+          cursor: loading ? 'not-allowed' : 'pointer',
+          backgroundColor: loading ? '#ccc' : '#007BFF',
+          color: '#fff',
+          border: 'none',
+          borderRadius: '4px'
+        }}
+      >
+        {loading ? 'Analyzing Files...' : 'Generate Content'}
+      </button>
+
+      {error && (
+        <div style={{ color: '#D8000C', backgroundColor: '#FFD2D2', padding: '10px', marginTop: '15px', borderRadius: '4px' }}>
+          <strong>Error:</strong> {error}
+        </div>
+      )}
+
+      {response && (
+        <div style={{ marginTop: '20px', borderTop: '1px solid #eee', paddingTop: '15px' }}>
+          <h3>Response:</h3>
+          <p style={{ whiteSpace: 'pre-wrap', lineHeight: '1.5' }}>{response}</p>
+        </div>
+      )}
     </div>
   );
 }
\ No newline at end of file
diff --git a/ai/ai-samples/src/features/multimodal/service.ts b/ai/ai-samples/src/features/multimodal/service.ts
index 5e0f76038..3fb0277d3 100644
--- a/ai/ai-samples/src/features/multimodal/service.ts
+++ b/ai/ai-samples/src/features/multimodal/service.ts
@@ -1 +1,56 @@
-// Service for multimodal
\ No newline at end of file
+import { getAiModel } from '../../services/firebaseAIService';
+import { Part } from 'firebase/ai';
+
+/**
+ * Converts a standard browser File object (Image, PDF, etc.) into a Firebase AI SDK Part.
+ * Uses the native browser FileReader API to extract the Base64 string.
+ * @param file The DOM File object from an <input type="file">
+ * @returns A Promise that resolves to an InlineData Part object
+ */
+export async function fileToGenerativePart(file: File): Promise<Part> {
+    return new Promise((resolve, reject) => {
+        const reader = new FileReader();
+
+        reader.onloadend = () => {
+            const result = reader.result;
+            if (typeof result === 'string') {
+                const splitResult = result.split(',');
+                if (splitResult.length > 1) {
+                    resolve({
+                        inlineData: {
+                            data: splitResult[1],
+                            mimeType: file.type
+                        }
+                    });
+                    return;
+                }
+            }
+            reject(new Error('Failed to parse file data as Base64.'));
+        };
+
+        reader.onerror = () => reject(reader.error || new Error('Error reading file.'));
+        reader.readAsDataURL(file);
+    });
+}
+
+// Note: The Gemini API restricts the total size of inline data payloads. 
+// To process larger files without hitting HTTP 413 errors (PayLoad Too Large),
+// See the official Firebase AI documentation for current file size limits and workarounds:
+// https://firebase.google.com/docs/ai-logic/solutions/cloud-storage
+
+/**
+ * Sends a multimodal request (text + files) to the Gemini model.
+ * @param prompt The string instruction sent to the model.
+ * @param files An array of standard DOM File objects.
+ * @returns The text string response generated by the model.
+ */
+export async function generateMultimodalContent(prompt: string, files: File[]): Promise<string> {
+    try {
+        const fileParts = await Promise.all(files.map(fileToGenerativePart));
+        const model = getAiModel('gemini-3.5-flash');
+        const result = await model.generateContent([prompt, ...fileParts]);
+        return result.response.text();
+    } catch (error: unknown) {
+        throw error instanceof Error ? error : new Error('An unknown error occurred during generation.');
+    }
+}
\ No newline at end of file
diff --git a/ai/ai-samples/yarn.lock b/ai/ai-samples/yarn.lock
deleted file mode 100644
index b98a583c6..000000000
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-    "@rollup/rollup-freebsd-arm64" "4.62.2"
-    "@rollup/rollup-freebsd-x64" "4.62.2"
-    "@rollup/rollup-linux-arm-gnueabihf" "4.62.2"
-    "@rollup/rollup-linux-arm-musleabihf" "4.62.2"
-    "@rollup/rollup-linux-arm64-gnu" "4.62.2"
-    "@rollup/rollup-linux-arm64-musl" "4.62.2"
-    "@rollup/rollup-linux-loong64-gnu" "4.62.2"
-    "@rollup/rollup-linux-loong64-musl" "4.62.2"
-    "@rollup/rollup-linux-ppc64-gnu" "4.62.2"
-    "@rollup/rollup-linux-ppc64-musl" "4.62.2"
-    "@rollup/rollup-linux-riscv64-gnu" "4.62.2"
-    "@rollup/rollup-linux-riscv64-musl" "4.62.2"
-    "@rollup/rollup-linux-s390x-gnu" "4.62.2"
-    "@rollup/rollup-linux-x64-gnu" "4.62.2"
-    "@rollup/rollup-linux-x64-musl" "4.62.2"
-    "@rollup/rollup-openbsd-x64" "4.62.2"
-    "@rollup/rollup-openharmony-arm64" "4.62.2"
-    "@rollup/rollup-win32-arm64-msvc" "4.62.2"
-    "@rollup/rollup-win32-ia32-msvc" "4.62.2"
-    "@rollup/rollup-win32-x64-gnu" "4.62.2"
-    "@rollup/rollup-win32-x64-msvc" "4.62.2"
-    fsevents "~2.3.2"
-
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-  version "5.2.1"
-  resolved "https://registry.yarnpkg.com/safe-buffer/-/safe-buffer-5.2.1.tgz#1eaf9fa9bdb1fdd4ec75f58f9cdb4e6b7827eec6"
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-
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-  version "0.27.0"
-  resolved "https://registry.yarnpkg.com/scheduler/-/scheduler-0.27.0.tgz#0c4ef82d67d1e5c1e359e8fc76d3a87f045fe5bd"
-  integrity sha512-eNv+WrVbKu1f3vbYJT/xtiF5syA5HPIMtf9IgY/nKg0sWqzAUEvqY/xm7OcZc/qafLx/iO9FgOmeSAp4v5ti/Q==
-
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-  version "6.3.1"
-  resolved "https://registry.yarnpkg.com/semver/-/semver-6.3.1.tgz#556d2ef8689146e46dcea4bfdd095f3434dffcb4"
-  integrity sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==
-
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-  version "2.7.2"
-  resolved "https://registry.yarnpkg.com/set-cookie-parser/-/set-cookie-parser-2.7.2.tgz#ccd08673a9ae5d2e44ea2a2de25089e67c7edf68"
-  integrity sha512-oeM1lpU/UvhTxw+g3cIfxXHyJRc/uidd3yK1P242gzHds0udQBYzs3y8j4gCCW+ZJ7ad0yctld8RYO+bdurlvw==
-
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-  version "1.2.1"
-  resolved "https://registry.yarnpkg.com/source-map-js/-/source-map-js-1.2.1.tgz#1ce5650fddd87abc099eda37dcff024c2667ae46"
-  integrity sha512-UXWMKhLOwVKb728IUtQPXxfYU+usdybtUrK/8uGE8CQMvrhOpwvzDBwj0QhSL7MQc7vIsISBG8VQ8+IDQxpfQA==
-
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-  version "4.2.3"
-  resolved "https://registry.yarnpkg.com/string-width/-/string-width-4.2.3.tgz#269c7117d27b05ad2e536830a8ec895ef9c6d010"
-  integrity sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==
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-    is-fullwidth-code-point "^3.0.0"
-    strip-ansi "^6.0.1"
-
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-  version "6.0.1"
-  resolved "https://registry.yarnpkg.com/strip-ansi/-/strip-ansi-6.0.1.tgz#9e26c63d30f53443e9489495b2105d37b67a85d9"
-  integrity sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==
-  dependencies:
-    ansi-regex "^5.0.1"
-
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-  version "0.2.17"
-  resolved "https://registry.yarnpkg.com/tinyglobby/-/tinyglobby-0.2.17.tgz#562a9a6c9eb2b3b123d39719f9af5bb44fcd7631"
-  integrity sha512-wXR/dYpcqKmfWpEdZjiKJOwCNFndD0DMnrW/cYjVGttEkBfVgcLFHoNrlj47mjOVic9yyNu65alsgF4NQyTa2g==
-  dependencies:
-    fdir "^6.5.0"
-    picomatch "^4.0.4"
-
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-  version "2.8.1"
-  resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.8.1.tgz#612efe4ed235d567e8aba5f2a5fab70280ade83f"
-  integrity sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w==
-
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-  version "5.7.3"
-  resolved "https://registry.yarnpkg.com/typescript/-/typescript-5.7.3.tgz#919b44a7dbb8583a9b856d162be24a54bf80073e"
-  integrity sha512-84MVSjMEHP+FQRPy3pX9sTVV/INIex71s9TL2Gm5FG/WG1SqXeKyZ0k7/blY/4FdOzI12CBy1vGc4og/eus0fw==
-
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-  version "8.3.0"
-  resolved "https://registry.yarnpkg.com/undici-types/-/undici-types-8.3.0.tgz#44e9fc9f3244648cdea35e4f9bb2d681e9410809"
-  integrity sha512-j375ScV60dom+YkPFIfTLcOiPxkN/buHz5GobjLhixFuANaNs3C9l4GmrWqejgXWJ7BbJcFYpTEUkS1Ge8bpZQ==
-
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-  version "1.2.3"
-  resolved "https://registry.yarnpkg.com/update-browserslist-db/-/update-browserslist-db-1.2.3.tgz#64d76db58713136acbeb4c49114366cc6cc2e80d"
-  integrity sha512-Js0m9cx+qOgDxo0eMiFGEueWztz+d4+M3rGlmKPT+T4IS/jP4ylw3Nwpu6cpTTP8R1MAC1kF4VbdLt3ARf209w==
-  dependencies:
-    escalade "^3.2.0"
-    picocolors "^1.1.1"
-
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-  version "6.4.3"
-  resolved "https://registry.yarnpkg.com/vite/-/vite-6.4.3.tgz#85a164db7ce706f2a776812efa2b340f1721858e"
-  integrity sha512-NTKlcQjlAK7MlQoyb6LgaqHc8sso/pVyUJYWMws3jg21uTJw/LddqIFPcPqP6PzpgbIcZyKI85sFE4HBrQDA8A==
-  dependencies:
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-    fdir "^6.4.4"
-    picomatch "^4.0.2"
-    postcss "^8.5.3"
-    rollup "^4.34.9"
-    tinyglobby "^0.2.13"
-  optionalDependencies:
-    fsevents "~2.3.3"
-
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-  version "4.2.4"
-  resolved "https://registry.yarnpkg.com/web-vitals/-/web-vitals-4.2.4.tgz#1d20bc8590a37769bd0902b289550936069184b7"
-  integrity sha512-r4DIlprAGwJ7YM11VZp4R884m0Vmgr6EAKe3P+kO0PPj3Unqyvv59rczf6UiGcb9Z8QxZVcqKNwv/g0WNdWwsw==
-
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-  version "0.7.5"
-  resolved "https://registry.yarnpkg.com/websocket-driver/-/websocket-driver-0.7.5.tgz#569d22764ab21f2de20af0e74b411e8ae5a0fa46"
-  integrity sha512-ZL2+3c7kMBdIRCMz6l8jQMHyGVxj+UL+xVk74Ombiciboca8rHa15L86B19E5oh1pL9Ii/uj54gtsIrZGMo6zA==
-  dependencies:
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-    safe-buffer ">=5.1.0"
-    websocket-extensions ">=0.1.1"
-
-websocket-extensions@>=0.1.1:
-  version "0.1.4"
-  resolved "https://registry.yarnpkg.com/websocket-extensions/-/websocket-extensions-0.1.4.tgz#7f8473bc839dfd87608adb95d7eb075211578a42"
-  integrity sha512-OqedPIGOfsDlo31UNwYbCFMSaO9m9G/0faIHj5/dZFDMFqPTcx6UwqyOy3COEaEOg/9VsGIpdqn62W5KhoKSpg==
-
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-  version "7.0.0"
-  resolved "https://registry.yarnpkg.com/wrap-ansi/-/wrap-ansi-7.0.0.tgz#67e145cff510a6a6984bdf1152911d69d2eb9e43"
-  integrity sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==
-  dependencies:
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-    string-width "^4.1.0"
-    strip-ansi "^6.0.0"
-
-y18n@^5.0.5:
-  version "5.0.8"
-  resolved "https://registry.yarnpkg.com/y18n/-/y18n-5.0.8.tgz#7f4934d0f7ca8c56f95314939ddcd2dd91ce1d55"
-  integrity sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==
-
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-  version "3.1.1"
-  resolved "https://registry.yarnpkg.com/yallist/-/yallist-3.1.1.tgz#dbb7daf9bfd8bac9ab45ebf602b8cbad0d5d08fd"
-  integrity sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==
-
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-  version "21.1.1"
-  resolved "https://registry.yarnpkg.com/yargs-parser/-/yargs-parser-21.1.1.tgz#9096bceebf990d21bb31fa9516e0ede294a77d35"
-  integrity sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==
-
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-  version "17.7.3"
-  resolved "https://registry.yarnpkg.com/yargs/-/yargs-17.7.3.tgz#779dffe6bcafec596a7172e983289a588647faaa"
-  integrity sha512-GZtjxm/J/4TSxuL3FNYjCmLktBTnIw/rVmKSIyKeYAZpmJB2ig9VauCC5xsa82GNKVKDAqpOn3KVzNt0zmrU0g==
-  dependencies:
-    cliui "^8.0.1"
-    escalade "^3.1.1"
-    get-caller-file "^2.0.5"
-    require-directory "^2.1.1"
-    string-width "^4.2.3"
-    y18n "^5.0.5"
-    yargs-parser "^21.1.1"
-
-zod@^4.4.3:
-  version "4.4.3"
-  resolved "https://registry.yarnpkg.com/zod/-/zod-4.4.3.tgz#b680f172885d18bbebf21a834ea25e55a1bbf356"
-  integrity sha512-ytENFjIJFl2UwYglde2jchW2Hwm4GJFLDiSXWdTrJQBIN9Fcyp7n4DhxJEiWNAJMV1/BqWfW/kkg71UDcHJyTQ==