{"schema_version":"onlylabs.public_signal.v1","title":"Snowflake (Arctic) Repo: Snowflake-Labs/sfguide-extracting-insights-from-video-with-multimodal-ai-analysis","description":"Snowflake (Arctic) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/00eeefbe-f29e-4461-b517-c33127599af7","json_url":"https://onlylabs.fyi/signals/00eeefbe-f29e-4461-b517-c33127599af7/signal.json","generated_at":"2026-06-11T04:07:01.415155+00:00","org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/snowflake","dossier_json_url":"https://onlylabs.fyi/labs/snowflake/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/00eeefbe-f29e-4461-b517-c33127599af7","signal_json":"https://onlylabs.fyi/signals/00eeefbe-f29e-4461-b517-c33127599af7/signal.json","source":"https://github.com/Snowflake-Labs/sfguide-extracting-insights-from-video-with-multimodal-ai-analysis","lab_dossier":"https://onlylabs.fyi/labs/snowflake","lab_dossier_json":"https://onlylabs.fyi/labs/snowflake/dossier.json","analysis":"https://onlylabs.fyi/analysis/snowflake","analysis_json":"https://onlylabs.fyi/analysis/snowflake/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/snowflake/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Snowflake (Arctic) published Snowflake-Labs/sfguide-extracting-insights-from-video-with-multimodal-ai-analysis (Python). 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In order to perform OCR and speech recognition using Whisper, we’ll process the images through [Snowflake Cortex AI](https://www.snowflake.com/en/product/features/cortex/) using `PARSE_DOCUMENT` and `AI_TRANSCRIBE`. To extract key moments and semantic events we will then process through Qwen2.5-VL on [Snowpark Container Services](https://docs.snowflake.com/en/developer-guide/snowpark-container-services/overview) (SPCS). Lastly, we will store the analysis from all three models into tables, and allow analytical queries around meeting productivity to be run on the data. Step-by-Step Guide For prerequisites, environment setup, step-by-step guide and instructions, please refer to the [QuickStart..."},"evidence_pages":[{"url":"https://github.com/Snowflake-Labs/sfguide-extracting-insights-from-video-with-multimodal-ai-analysis","final_url":"https://github.com/Snowflake-Labs/sfguide-extracting-insights-from-video-with-multimodal-ai-analysis","title":"Snowflake-Labs/sfguide-extracting-insights-from-video-with-multimodal-ai-analysis repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:07:01.415155+00:00","bytes":11894,"raw_path":"c5384080e9d66ea8cfea7b0e1c0b446606d05ebdd1f128b24b53cf847fe2d3d1.json","content_hash":"6b31e7149855eeb23af2b667fea391be924c38e0b6601c1a0310a95aa76fb5d1","excerpt_chars":1200,"truncated":true,"excerpt":"Snowflake-Labs/sfguide-extracting-insights-from-video-with-multimodal-ai-analysis Language: Python License: Apache-2.0 Stars: 3 Forks: 7 Open issues: 0 Created: 2025-05-12T18:08:09Z Pushed: 2026-06-02T09:05:54Z Default branch: main Fork: no Archived: no README: Extracting Insights from Video with Multimodal AI Analysis Overview In this guide, we’ll take text-rich videos (instructional content, meetings) and extract still images and audio. In order to perform OCR and speech recognition using Whisper, we’ll process the images through [Snowflake Cortex AI](https://www.snowflake.com/en/product/features/cortex/) using `PARSE_DOCUMENT` and `AI_TRANSCRIBE`. To extract key moments and semantic events we will then process through Qwen2.5-VL on [Snowpark Container Services](https://docs.snowflake.com/en/developer-guide/snowpark-container-services/overview) (SPCS). Lastly, we will store the analysis from all three models into tables, and allow analytical queries around meeting productivity to be run on the data. Step-by-Step Guide For prerequisites, environment setup, step-by-step guide and instructions, please refer to the [QuickStart..."}],"related_signals":[{"id":"f731ec60-8a20-424b-a87c-e64ae645ea20","url":"https://onlylabs.fyi/signals/f731ec60-8a20-424b-a87c-e64ae645ea20","source_url":"https://github.com/Snowflake-Labs/ml-pipelines","title":"Snowflake-Labs/ml-pipelines","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-06-02T18:03:34+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"},{"id":"d88990ee-42fe-412e-9c64-5026e7870150","url":"https://onlylabs.fyi/signals/d88990ee-42fe-412e-9c64-5026e7870150","source_url":"https://github.com/Snowflake-Labs/nifihub","title":"Snowflake-Labs/nifihub","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-05-22T07:35:44+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"},{"id":"9d79e773-6e22-47b5-a358-fea78a34c5c5","url":"https://onlylabs.fyi/signals/9d79e773-6e22-47b5-a358-fea78a34c5c5","source_url":"https://github.com/Snowflake-Labs/snowflake-feature-store-online-benchmark-kit","title":"Snowflake-Labs/snowflake-feature-store-online-benchmark-kit","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-05-04T18:57:02+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"},{"id":"eae8b6ce-b956-4e8a-80fd-17c2196f9659","url":"https://onlylabs.fyi/signals/eae8b6ce-b956-4e8a-80fd-17c2196f9659","source_url":"https://github.com/Snowflake-Labs/snowflake360-self-assessment","title":"Snowflake-Labs/snowflake360-self-assessment","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-04-29T22:08:55+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"},{"id":"f9a1c5bd-7613-4d48-a12d-1bb157c462ab","url":"https://onlylabs.fyi/signals/f9a1c5bd-7613-4d48-a12d-1bb157c462ab","source_url":"https://github.com/Snowflake-Labs/automated-intelligence-dev-day-2026-hol","title":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-04-29T14:22:15+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"},{"id":"c515658b-8bef-473c-93b4-012ccdfafd6c","url":"https://onlylabs.fyi/signals/c515658b-8bef-473c-93b4-012ccdfafd6c","source_url":"https://github.com/Snowflake-Labs/sfguide-build-autonomous-pipelines-for-ai-agents","title":"Snowflake-Labs/sfguide-build-autonomous-pipelines-for-ai-agents","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-04-29T09:19:30+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"}]}