Create autonomous_engine.py

utils/autonomous_engine.py

@@ -0,0 +1,97 @@
+"""
+V8 Autonomous Viral Engine
+--------------------------
+Fully automated pipeline for viral video generation.
+"""
+
+import os
+from utils.transcription import transcribe_video
+from utils.highlights import detect_highlights
+from utils.clipper import create_clips
+from utils.srt import generate_srt
+from utils.render import render_subtitles
+from utils.variations import generate_hooks
+from utils.pacing import pacing_engine
+from utils.viral_scorer import score_clip
+
+
+# =====================================================
+# CORE AUTONOMOUS PIPELINE
+# =====================================================
+
+def run_autonomous_engine(video_path):
+    """
+    One-call system → full viral pipeline
+    """
+
+    print("[V8 ENGINE] Starting autonomous pipeline...")
+
+    # 1. TRANSCRIBE
+    words = transcribe_video(video_path)
+
+    # 2. DETECT HIGHLIGHTS
+    highlights = detect_highlights(words)
+
+    if not highlights:
+        return {
+            "status": "failed",
+            "reason": "No highlights detected"
+        }
+
+    # 3. AUTO CLIP GENERATION
+    clips = create_clips(video_path, highlights)
+
+    if not clips:
+        return {
+            "status": "failed",
+            "reason": "Clip generation failed"
+        }
+
+    outputs = []
+
+    # 4. PROCESS EACH CLIP AUTONOMOUSLY
+    for i, clip in enumerate(clips):
+
+        try:
+            clip_words = transcribe_video(clip)
+
+            # 5. CAPTIONS
+            srt = generate_srt(clip_words)
+
+            # 6. PACING OPTIMIZATION (NEW V8)
+            paced_clip = pacing_engine(clip, clip_words)
+
+            # 7. HOOK VARIATIONS
+            hooks = generate_hooks(clip_words)
+
+            # 8. RENDER OUTPUT
+            output_path = clip.replace(".mp4", f"_v8_{i}.mp4")
+
+            final_video = render_subtitles(
+                paced_clip,
+                srt,
+                output_path
+            )
+
+            # 9. VIRAL SCORING
+            score = score_clip(clip_words)
+
+            outputs.append({
+                "clip": final_video,
+                "score": score,
+                "hooks": hooks[:3],
+                "index": i
+            })
+
+        except Exception as e:
+            print(f"[V8 ENGINE] Clip {i} failed:", str(e))
+            continue
+
+    # 10. SORT BY VIRAL SCORE
+    outputs = sorted(outputs, key=lambda x: x["score"], reverse=True)
+
+    return {
+        "status": "completed",
+        "best_clip": outputs[0] if outputs else None,
+        "all_variants": outputs
+    }