{"schema_version":"onlylabs.public_signal.v1","title":"Snowflake (Arctic) Repo: Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","description":"Snowflake (Arctic) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/b2f19723-ff8f-401c-b810-62ec932fd84c","json_url":"https://onlylabs.fyi/signals/b2f19723-ff8f-401c-b810-62ec932fd84c/signal.json","generated_at":"2026-06-11T03:02:54.938011+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/b2f19723-ff8f-401c-b810-62ec932fd84c","signal_json":"https://onlylabs.fyi/signals/b2f19723-ff8f-401c-b810-62ec932fd84c/signal.json","source":"https://github.com/Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","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-quantitative-research-ai-functions-and-cortex-code (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code · language Jupyter Notebook · Low-star tutorial repo, not notable. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","source_host":"github.com","occurred_at":"2026-01-12T19:07:57+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source","context":"Jupyter Notebook"},"context_markers":[{"label":"Lab","value":"Snowflake (Arctic)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","source":"source"},{"label":"Language","value":"Jupyter 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use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:02:54.938011+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/b2f19723-ff8f-401c-b810-62ec932fd84c/signal.json","dossier_json":"https://onlylabs.fyi/labs/snowflake/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/snowflake/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/snowflake/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn 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extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/b2f19723-ff8f-401c-b810-62ec932fd84c/signal.json","required":true},{"label":"source","url":"https://github.com/Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/snowflake/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/snowflake/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited 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channels.."},{"subject":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code has source host github.com."},{"subject":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","predicate":"has lab","object":"Snowflake (Arctic)","text":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code has lab Snowflake (Arctic)."},{"subject":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","predicate":"has signal desk","object":"repos","text":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code has signal desk repos."},{"subject":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code has source host github.com."},{"subject":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","predicate":"has repository","object":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","text":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code has repository Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code."},{"subject":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","predicate":"has language","object":"Jupyter Notebook","text":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code has language Jupyter Notebook."},{"subject":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","predicate":"has stars","object":"3","text":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code has stars 3."},{"subject":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","predicate":"has 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code · language Jupyter Notebook · Low-star tutorial repo, not notable. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"published repo","object":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","text":"Snowflake (Arctic) published repo Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code."},{"subject":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","predicate":"is classified as","object":"repo signal","text":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code is classified as repo signal."},{"subject":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","predicate":"belongs to","object":"repos desk","text":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code belongs to repos desk."},{"subject":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","predicate":"has context","object":"Jupyter Notebook","text":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code has context Jupyter Notebook."},{"subject":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code has evidence coverage 1 captured evidence page."}]},"signal":{"id":"b2f19723-ff8f-401c-b810-62ec932fd84c","url":"https://onlylabs.fyi/signals/b2f19723-ff8f-401c-b810-62ec932fd84c","json_url":"https://onlylabs.fyi/signals/b2f19723-ff8f-401c-b810-62ec932fd84c/signal.json","source_url":"https://github.com/Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","title":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","summary":"Snowflake (Arctic) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-01-12T19:07:57+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code"]},"facets":{"repo":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","language":"Jupyter Notebook"},"traction":{"github_stars":3,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","final_url":"https://github.com/Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","title":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:02:54.938011+00:00","bytes":27773,"raw_path":"047dfda28e766bda3ac8fec946ed9adb9e5f9f3c82331976192a315c424f2cc1.json","content_hash":"11d2e6a2082ed87b87169c8aa94896866436940519c68c92ade3efd8eda9c604","excerpt_chars":1200,"truncated":true,"excerpt":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code Language: Jupyter Notebook License: Apache-2.0 Stars: 3 Forks: 6 Open issues: 0 Created: 2026-01-12T19:07:57Z Pushed: 2026-02-21T00:04:16Z Default branch: main Fork: no Archived: no README: Quant Research and Data Science with Cortex Code and AI Functions using Snowflake Public Data Transform unstructured earnings call transcripts into actionable investment insights using Snowflake Cortex AI, ML Model Registry, and intelligent agents - all accelerated by **Cortex Code**. **Built By:** Harry Yu, Senior Data Scientist, Finance | Snowflake 📧 [h.yu@snowflake.com](mailto:h.yu@snowflake.com) | 💼 [LinkedIn](https://www.linkedin.com/in/haiyue-harry-y-909098179) | 💻 [GitHub](https://github.com/sfc-gh-harryu) --- Why This Matters Financial analysts spend countless hours manually reviewing earnings call transcripts. This guide demonstrates how to **systematically process unstructured data at scale using AI Functions** (`AI_COMPLETE`, `AI_SQL`) - turning raw transcript text into structured sentiment scores, analyst participation metrics, and investment signals that feed directly into quantitative models. > **Full..."},"evidence_pages":[{"url":"https://github.com/Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","final_url":"https://github.com/Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code","title":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:02:54.938011+00:00","bytes":27773,"raw_path":"047dfda28e766bda3ac8fec946ed9adb9e5f9f3c82331976192a315c424f2cc1.json","content_hash":"11d2e6a2082ed87b87169c8aa94896866436940519c68c92ade3efd8eda9c604","excerpt_chars":1200,"truncated":true,"excerpt":"Snowflake-Labs/sfguide-quantitative-research-ai-functions-and-cortex-code Language: Jupyter Notebook License: Apache-2.0 Stars: 3 Forks: 6 Open issues: 0 Created: 2026-01-12T19:07:57Z Pushed: 2026-02-21T00:04:16Z Default branch: main Fork: no Archived: no README: Quant Research and Data Science with Cortex Code and AI Functions using Snowflake Public Data Transform unstructured earnings call transcripts into actionable investment insights using Snowflake Cortex AI, ML Model Registry, and intelligent agents - all accelerated by **Cortex Code**. **Built By:** Harry Yu, Senior Data Scientist, Finance | Snowflake 📧 [h.yu@snowflake.com](mailto:h.yu@snowflake.com) | 💼 [LinkedIn](https://www.linkedin.com/in/haiyue-harry-y-909098179) | 💻 [GitHub](https://github.com/sfc-gh-harryu) --- Why This Matters Financial analysts spend countless hours manually reviewing earnings call transcripts. This guide demonstrates how to **systematically process unstructured data at scale using AI Functions** (`AI_COMPLETE`, `AI_SQL`) - turning raw transcript text into structured sentiment scores, analyst participation metrics, and investment signals that feed directly into quantitative models. > **Full..."}],"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"}]}