diff --git a/docs/concepts/multimodal.md b/docs/concepts/multimodal.md
index baad197ce..a18dcec31 100644
--- a/docs/concepts/multimodal.md
+++ b/docs/concepts/multimodal.md
@@ -99,7 +99,6 @@ from openai import OpenAI
 from pydantic import BaseModel
 import instructor
 from instructor.multimodal import Audio
-import base64
 
 client = instructor.from_openai(OpenAI())
 
@@ -109,20 +108,21 @@ class User(BaseModel):
     age: int
 
 
-with open("./output.wav", "rb") as f:
-    encoded_string = base64.b64encode(f.read()).decode("utf-8")
-
 resp = client.chat.completions.create(
     model="gpt-4o-audio-preview",
     response_model=User,
     modalities=["text"],
     audio={"voice": "alloy", "format": "wav"},
+    messages=[
+        {
+            "role": "user",
+            "content": [
                 "Extract the following information from the audio:",
                 Audio.from_path("./output.wav"),
             ],
-        },
+        },  # type: ignore
     ],
-)  # type: ignore
+)
 
 print(resp)
 # > name='Jason' age=20
diff --git a/poetry.lock b/poetry.lock
index 5241de453..597501dbd 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -738,73 +738,73 @@ dev = ["black", "mypy", "pytest", "pytest-cov"]
 
 [[package]]
 name = "coverage"
-version = "7.6.3"
+version = "7.6.4"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
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 ]
 
 [package.extras]
@@ -5998,4 +5998,4 @@ vertexai = ["google-cloud-aiplatform", "jsonref"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "05158106183719ca2a786e0666b837bdafcb65765ff3c683e5c25122acaef5ac"
+content-hash = "c22ee43b3c92a6875abfd6ac29481cb4a517147a95e03f0396284ad568cc517a"
diff --git a/pyproject.toml b/pyproject.toml
index 60cfa576e..edb8aaec2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -20,6 +20,7 @@ tenacity = ">=9.0.0,<10.0.0"
 pydantic-core = "^2.18.0"
 jiter = "^0.5.0"
 jinja2 = "^3.1.4"
+requests = "^2.32.3"
 
 # dependency versions for extras
 fastapi = { version = "^0.109.2", optional = true }