diff --git a/.changeset/ai-sdk-storage-seam.md b/.changeset/ai-sdk-storage-seam.md
new file mode 100644
index 0000000..d591963
--- /dev/null
+++ b/.changeset/ai-sdk-storage-seam.md
@@ -0,0 +1,9 @@
+---
+"@gemstack/ai-sdk": minor
+---
+
+Decouple `ImageGenerator.store()` / `AudioGenerator.store()` from `@rudderjs/storage` (epic: framework-agnostic engine).
+
+Both `.store()` helpers no longer lazy-import `@rudderjs/storage`. They now take a required, caller-supplied storage via a new exported `StorageAdapter` contract (a one-method interface: `put(path, bytes)`). Implement it against any blob store (S3, GCS, the filesystem, a framework's storage layer).
+
+**Breaking (0.x):** `.store(path)` is now `.store(path, storage)`. Migrate `await ImageGenerator.of(p).store('out.png')` to `await ImageGenerator.of(p).store('out.png', storage)` where `storage` satisfies `StorageAdapter`. A Rudder app wraps `@rudderjs/storage` in a ~3-line adapter.
diff --git a/packages/ai-sdk/src/audio.ts b/packages/ai-sdk/src/audio.ts
index d411a68..b4c94b1 100644
--- a/packages/ai-sdk/src/audio.ts
+++ b/packages/ai-sdk/src/audio.ts
@@ -1,4 +1,5 @@
 import { AiRegistry, tryWithFailover } from './registry.js'
+import type { StorageAdapter } from './storage-adapter.js'
 import type { TextToSpeechResult } from './types.js'
 
 type AudioFormat = 'mp3' | 'opus' | 'aac' | 'flac' | 'wav'
@@ -8,7 +9,7 @@ type AudioFormat = 'mp3' | 'opus' | 'aac' | 'flac' | 'wav'
  *
  * @example
  * const result = await AudioGenerator.of('Hello world').voice('alloy').generate()
- * await AudioGenerator.of('Hello').format('wav').store('audio/greeting.wav')
+ * await AudioGenerator.of('Hello').format('wav').store('audio/greeting.wav', storage)
  *
  * @example  Failover across providers
  * const result = await AudioGenerator.of('Hello')
@@ -88,21 +89,22 @@ export class AudioGenerator {
     })
   }
 
-  /** Generate audio and store it via @rudderjs/storage */
-  async store(path: string): Promise<string> {
-    const result = await this.generate()
-
-    try {
-      // eslint-disable-next-line @typescript-eslint/no-require-imports
-      const mod = await import(/* @vite-ignore */ '@rudderjs/storage' as string)
-      const Storage = mod.Storage
-      await Storage.disk().put(path, result.audio)
-      return path
-    } catch {
-      throw new Error(
-        '[ai-sdk] @rudderjs/storage is required for AudioGenerator.store(). ' +
-        'Install it: pnpm add @rudderjs/storage',
-      )
+  /**
+   * Generate audio and persist it through a caller-supplied
+   * {@link StorageAdapter}. Returns the `path` it was stored at.
+   *
+   * ```ts
+   * import { writeFile } from 'node:fs/promises'
+   * await AudioGenerator.of('Hello')
+   *   .store('audio/greeting.wav', { put: (p, bytes) => writeFile(p, bytes) })
+   * ```
+   */
+  async store(path: string, storage: StorageAdapter): Promise<string> {
+    if (!storage) {
+      throw new Error('[ai-sdk] AudioGenerator.store(path, storage) requires a StorageAdapter.')
     }
+    const result = await this.generate()
+    await storage.put(path, result.audio)
+    return path
   }
 }
diff --git a/packages/ai-sdk/src/image.ts b/packages/ai-sdk/src/image.ts
index ab38e28..05076dd 100644
--- a/packages/ai-sdk/src/image.ts
+++ b/packages/ai-sdk/src/image.ts
@@ -1,5 +1,6 @@
 import { AiRegistry, tryWithFailover } from './registry.js'
 import { fromBase64 } from './base64.js'
+import type { StorageAdapter } from './storage-adapter.js'
 import type { ImageGenerationOptions, ImageGenerationResult } from './types.js'
 
 /**
@@ -7,7 +8,7 @@ import type { ImageGenerationOptions, ImageGenerationResult } from './types.js'
  *
  * @example
  * const result = await ImageGenerator.of('A sunset over mountains').size('landscape').generate()
- * const path = await ImageGenerator.of('A logo').model('openai/dall-e-3').store('images/logo.png')
+ * const path = await ImageGenerator.of('A logo').model('openai/dall-e-3').store('images/logo.png', storage)
  *
  * @example  Failover across providers
  * const result = await ImageGenerator.of('A donut')
@@ -89,29 +90,33 @@ export class ImageGenerator {
     })
   }
 
-  /** Generate and store the first image to storage. Requires @rudderjs/storage. */
-  async store(path: string): Promise<string> {
+  /**
+   * Generate the first image and persist it through a caller-supplied
+   * {@link StorageAdapter}. Returns the `path` it was stored at.
+   *
+   * ```ts
+   * import { writeFile } from 'node:fs/promises'
+   * await ImageGenerator.of('a logo')
+   *   .store('out/logo.png', { put: (p, bytes) => writeFile(p, bytes) })
+   * ```
+   */
+  async store(path: string, storage: StorageAdapter): Promise<string> {
+    if (!storage) {
+      throw new Error('[ai-sdk] ImageGenerator.store(path, storage) requires a StorageAdapter.')
+    }
     const result = await this.generate()
     const image = result.images[0]
     if (!image) throw new Error('[ai-sdk] No image generated.')
 
-    try {
-      // eslint-disable-next-line @typescript-eslint/no-require-imports
-      const mod: any = await import(/* @vite-ignore */ '@rudderjs/storage' as string)
-      const Storage = mod.Storage
-
-      if (image.base64) {
-        const bytes = fromBase64(image.base64)
-        await Storage.put(path, bytes)
-      } else if (image.url) {
-        const response = await fetch(image.url)
-        const bytes = new Uint8Array(await response.arrayBuffer())
-        await Storage.put(path, bytes)
-      }
-
-      return path
-    } catch {
-      throw new Error('[ai-sdk] Image storage requires @rudderjs/storage to be installed.')
+    if (image.base64) {
+      await storage.put(path, fromBase64(image.base64))
+    } else if (image.url) {
+      const response = await fetch(image.url)
+      await storage.put(path, new Uint8Array(await response.arrayBuffer()))
+    } else {
+      throw new Error('[ai-sdk] Generated image has neither base64 data nor a url to store.')
     }
+
+    return path
   }
 }
diff --git a/packages/ai-sdk/src/index.test.ts b/packages/ai-sdk/src/index.test.ts
index cf75170..c21e0b7 100644
--- a/packages/ai-sdk/src/index.test.ts
+++ b/packages/ai-sdk/src/index.test.ts
@@ -1656,6 +1656,47 @@ describe('Media failover', () => {
     assert.equal(primaryCalls, 1)
     assert.equal(fallbackCalls, 0)
   })
+
+  it('ImageGenerator.store() writes base64 bytes through a StorageAdapter and returns the path', async () => {
+    AiRegistry.reset()
+    const img: import('./types.js').ImageGenerationAdapter = {
+      // 'OK' base64-decodes to bytes [0x39, 0x0a]
+      async generate(opts) { return { images: [{ base64: 'OK' }], model: opts.model ?? 'm' } },
+    }
+    AiRegistry.register({ name: 'img', create: (m) => mockFactory.create(m), createImage: () => img })
+
+    const writes: Array<{ path: string; bytes: Uint8Array }> = []
+    const storage = { put(path: string, bytes: Uint8Array) { writes.push({ path, bytes }) } }
+
+    const path = await ImageGenerator.of('x').model('img/v1').store('out/logo.png', storage)
+    assert.equal(path, 'out/logo.png')
+    assert.equal(writes.length, 1)
+    assert.equal(writes[0]!.path, 'out/logo.png')
+    assert.ok(writes[0]!.bytes instanceof Uint8Array)
+  })
+
+  it('AudioGenerator.store() writes the audio bytes through a StorageAdapter', async () => {
+    AiRegistry.reset()
+    const tts: import('./types.js').TextToSpeechAdapter = {
+      async generate(opts) { return { audio: Buffer.from('audio-bytes'), format: opts.format ?? 'mp3', model: opts.model ?? 'm' } },
+    }
+    AiRegistry.register({ name: 'tts', create: (m) => mockFactory.create(m), createTts: () => tts })
+
+    let stored: { path: string; bytes: Uint8Array } | undefined
+    const storage = { async put(path: string, bytes: Uint8Array) { stored = { path, bytes } } }
+
+    const path = await AudioGenerator.of('Hi').model('tts/v1').store('audio/hi.mp3', storage)
+    assert.equal(path, 'audio/hi.mp3')
+    assert.equal(Buffer.from(stored!.bytes).toString(), 'audio-bytes')
+  })
+
+  it('store() throws without a StorageAdapter', async () => {
+    AiRegistry.reset()
+    await assert.rejects(
+      () => (ImageGenerator.of('x') as unknown as { store(p: string): Promise<string> }).store('p'),
+      /requires a StorageAdapter/,
+    )
+  })
 })
 
 // ─── AiFake ───────────────────────────────────────────────
diff --git a/packages/ai-sdk/src/index.ts b/packages/ai-sdk/src/index.ts
index 4c0f194..46cfb36 100644
--- a/packages/ai-sdk/src/index.ts
+++ b/packages/ai-sdk/src/index.ts
@@ -164,6 +164,9 @@ export type { MemoryExtractOptions } from './memory-extract.js'
 // Neutral cache contract for the cache-backed run stores (bring your own)
 export type { CacheAdapter } from './cache-adapter.js'
 
+// Neutral storage contract for ImageGenerator/AudioGenerator .store() (bring your own)
+export type { StorageAdapter } from './storage-adapter.js'
+
 // Sub-agent run store (asTool streaming + suspend)
 export {
   InMemorySubAgentRunStore,
diff --git a/packages/ai-sdk/src/storage-adapter.ts b/packages/ai-sdk/src/storage-adapter.ts
new file mode 100644
index 0000000..9a58860
--- /dev/null
+++ b/packages/ai-sdk/src/storage-adapter.ts
@@ -0,0 +1,19 @@
+/**
+ * Neutral storage contract for persisting generated binary assets (images,
+ * audio).
+ *
+ * `@gemstack/ai-sdk` does not bundle or depend on any storage implementation.
+ * Implement this one-method interface against whatever you store blobs in
+ * (S3, GCS, the local filesystem, a framework's storage layer) and pass it to
+ * {@link ImageGenerator.store} / {@link AudioGenerator.store}.
+ *
+ * ```ts
+ * import { writeFile } from 'node:fs/promises'
+ * const storage: StorageAdapter = { put: (path, bytes) => writeFile(path, bytes) }
+ * await ImageGenerator.of('a logo').store('out/logo.png', storage)
+ * ```
+ */
+export interface StorageAdapter {
+  /** Persist raw bytes at a logical path/key. */
+  put(path: string, bytes: Uint8Array): Promise<void> | void
+}