Update pipelines/ai_inference.py

pipelines/ai_inference.py

@@ -0,0 +1,23 @@
+import openai
+import whisper
+import json
+
+def transcribe_audio(audio_file):
+    # Option A: local Whisper
+    model = whisper.load_model("base")
+    result = model.transcribe(audio_file)
+    return result["text"]
+
+def generate_edit_instructions(transcript_text):
+    system_msg = """You are a video editing assistant..."""
+    user_msg = f"Transcript:\n{transcript_text}\n\nOutput instructions in JSON..."
+
+    # GPT-based approach
+    response = openai.ChatCompletion.create(
+        model="gpt-4",
+        messages=[
+            {"role": "system", "content": system_msg},
+            {"role": "user", "content": user_msg}
+        ],
+    )
+    return response.choices[0].message["content"]