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PromptClip with Gemini, output modified #9

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cb6c7a1
PromptClip with Gemini, output modified
Cheez22 Oct 18, 2024
1f57fce
Gemini llm_agent.py
Cheez22 Nov 10, 2024
6bdf2fd
Gemini video_prompter.py
Cheez22 Nov 10, 2024
5e2f528
ModifyingV1 PromptClip_multimodal.ipynb
Cheez22 Nov 16, 2024
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19 changes: 13 additions & 6 deletions PromptClip_multimodal.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -53,19 +53,19 @@
"load_dotenv()\n",
"\n",
"# Connect to VideoDB\n",
"conn = videodb.connect()\n",
"conn = videodb.connect(api_key="") # API KEY FOR VIDEODB\n",
"coll = conn.get_collection()\n",
"\n",
"# TODO: Add video_id if video already exists in the collection\n",
"video_id = os.getenv(\"MULTIMODAL_DEMO_VIDEO_ID\")\n",
"video_id = "MULTIMODAL_DEMO_VIDEO_ID\n",
"video_url = \"https://www.youtube.com/watch?v=NZGLHdcw2RM\"\n",
"\n",
"if not video_id:\n",
" video = coll.upload(url=video_url)\n",
"else:\n",
" video = coll.get_video(video_id)\n",
"\n",
"print(f\"video_id: {video.id}, name: {video.name}\")\n",
"print(f"VIDEO ID: {video.id}, VIDEO NAME: {video.name}")\n",
"video.play()"
]
},
Expand Down Expand Up @@ -116,14 +116,21 @@
"outputs": [],
"source": [
"# Add scene_index_id here if already indexed.\n",
"scene_index_id = os.getenv(\"MULTIMODAL_DEMO_SCENE_INDEX_ID\")\n",
"\n",
"scene_index_id = ""\n",
"if scene_index_id:\n",
" # If scene_index_id is provided, retrieve the scenes using it.\n",
" try:\n",
" print(f"Using scene index ID: {scene_index_id}")\n",
" scenes = video.get_scene_index(scene_index_id)\n",
" except Exception as e:\n",
"print(f"Error retrieving scenes from scene index: {e}")\n",

"if not scene_index_id:\n",
" scene_index_id = video.index_scenes(\n",
" prompt=\"Summarize the essence of the scene in one or two concise sentences.\"\n",
" )\n",
"scenes = video.get_scene_index(scene_index_id)\n",
"print(f\"Video is indexed with scene_index_id {scene_index_id} and has {len(scenes)} scenes.\")"
"print(f"Scene Count: {len(scenes)}\n")"
]
},
{
Expand Down
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