{"schema_version":"onlylabs.public_signal.v1","title":"Upstage (Solar) Repo: UpstageAI/cookbook","description":"Upstage (Solar) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/fff2fefc-6b1f-47fd-9a51-0cea477f89e2","json_url":"https://onlylabs.fyi/signals/fff2fefc-6b1f-47fd-9a51-0cea477f89e2/signal.json","generated_at":"2026-06-11T03:18:04.803536+00:00","org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/upstage","dossier_json_url":"https://onlylabs.fyi/labs/upstage/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/fff2fefc-6b1f-47fd-9a51-0cea477f89e2","signal_json":"https://onlylabs.fyi/signals/fff2fefc-6b1f-47fd-9a51-0cea477f89e2/signal.json","source":"https://github.com/UpstageAI/cookbook","lab_dossier":"https://onlylabs.fyi/labs/upstage","lab_dossier_json":"https://onlylabs.fyi/labs/upstage/dossier.json","analysis":"https://onlylabs.fyi/analysis/upstage","analysis_json":"https://onlylabs.fyi/analysis/upstage/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/upstage/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Upstage (Solar) published UpstageAI/cookbook (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 UpstageAI/cookbook · language Jupyter Notebook. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/UpstageAI/cookbook","source_host":"github.com","occurred_at":"2024-05-21T05:45:00+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source","context":"Jupyter Notebook"},"context_markers":[{"label":"Lab","value":"Upstage (Solar)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"UpstageAI/cookbook","source":"source"},{"label":"Language","value":"Jupyter Notebook","source":"source"},{"label":"Stars","value":"198","source":"traction"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool 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/UpstageAI/cookbook"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:18:04.803536+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/fff2fefc-6b1f-47fd-9a51-0cea477f89e2/signal.json","dossier_json":"https://onlylabs.fyi/labs/upstage/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/upstage/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/upstage/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane 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/fff2fefc-6b1f-47fd-9a51-0cea477f89e2/signal.json","required":true},{"label":"source","url":"https://github.com/UpstageAI/cookbook","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/upstage/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/upstage/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 evidence, analyze Upstage (Solar)'s repo signal \"UpstageAI/cookbook\" for neolab strategy."},"semantic_triples":[{"subject":"Upstage (Solar)","predicate":"published repo","object":"UpstageAI/cookbook","text":"Upstage (Solar) published repo UpstageAI/cookbook."},{"subject":"UpstageAI/cookbook","predicate":"is classified as","object":"repo signal","text":"UpstageAI/cookbook is classified as repo signal."},{"subject":"UpstageAI/cookbook","predicate":"belongs to","object":"repos desk","text":"UpstageAI/cookbook belongs to repos desk."},{"subject":"UpstageAI/cookbook","predicate":"has context","object":"Jupyter Notebook","text":"UpstageAI/cookbook has context Jupyter Notebook."},{"subject":"UpstageAI/cookbook","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/cookbook has evidence coverage 1 captured evidence page."},{"subject":"UpstageAI/cookbook","predicate":"has captured page count","object":"1","text":"UpstageAI/cookbook has captured page count 1."},{"subject":"UpstageAI/cookbook","predicate":"has readable page count","object":"1","text":"UpstageAI/cookbook has readable page count 1."},{"subject":"UpstageAI/cookbook","predicate":"has related signal count","object":"6","text":"UpstageAI/cookbook has related signal count 6."},{"subject":"UpstageAI/cookbook","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"UpstageAI/cookbook has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"UpstageAI/cookbook","predicate":"has source host","object":"github.com","text":"UpstageAI/cookbook has source host github.com."},{"subject":"UpstageAI/cookbook","predicate":"has lab","object":"Upstage (Solar)","text":"UpstageAI/cookbook has lab Upstage (Solar)."},{"subject":"UpstageAI/cookbook","predicate":"has signal desk","object":"repos","text":"UpstageAI/cookbook has signal desk repos."},{"subject":"UpstageAI/cookbook","predicate":"has source host","object":"github.com","text":"UpstageAI/cookbook has source host github.com."},{"subject":"UpstageAI/cookbook","predicate":"has repository","object":"UpstageAI/cookbook","text":"UpstageAI/cookbook has repository UpstageAI/cookbook."},{"subject":"UpstageAI/cookbook","predicate":"has language","object":"Jupyter Notebook","text":"UpstageAI/cookbook has language Jupyter Notebook."},{"subject":"UpstageAI/cookbook","predicate":"has stars","object":"198","text":"UpstageAI/cookbook has stars 198."},{"subject":"UpstageAI/cookbook","predicate":"has watch term","object":"Data pipeline","text":"UpstageAI/cookbook has watch term Data pipeline."},{"subject":"UpstageAI/cookbook","predicate":"has watch term","object":"Infrastructure","text":"UpstageAI/cookbook has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Upstage (Solar) published UpstageAI/cookbook (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 UpstageAI/cookbook · language Jupyter Notebook. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Upstage (Solar)","predicate":"published repo","object":"UpstageAI/cookbook","text":"Upstage (Solar) published repo UpstageAI/cookbook."},{"subject":"UpstageAI/cookbook","predicate":"is classified as","object":"repo signal","text":"UpstageAI/cookbook is classified as repo signal."},{"subject":"UpstageAI/cookbook","predicate":"belongs to","object":"repos desk","text":"UpstageAI/cookbook belongs to repos desk."},{"subject":"UpstageAI/cookbook","predicate":"has context","object":"Jupyter Notebook","text":"UpstageAI/cookbook has context Jupyter Notebook."},{"subject":"UpstageAI/cookbook","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/cookbook has evidence coverage 1 captured evidence page."}]},"signal":{"id":"fff2fefc-6b1f-47fd-9a51-0cea477f89e2","url":"https://onlylabs.fyi/signals/fff2fefc-6b1f-47fd-9a51-0cea477f89e2","json_url":"https://onlylabs.fyi/signals/fff2fefc-6b1f-47fd-9a51-0cea477f89e2/signal.json","source_url":"https://github.com/UpstageAI/cookbook","title":"UpstageAI/cookbook","summary":"Upstage (Solar) 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":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2024-05-21T05:45:00+00:00","first_seen_at":"2026-06-05T22:32:23.278679+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/UpstageAI/cookbook"]},"facets":{"repo":"UpstageAI/cookbook","language":"Jupyter Notebook"},"traction":{"github_stars":198,"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/UpstageAI/cookbook","final_url":"https://github.com/UpstageAI/cookbook","title":"UpstageAI/cookbook repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:18:04.803536+00:00","bytes":13213,"raw_path":"35f8afcfe07c07e4cb92ac1cf488cd81f094892f2ec482d698b595122a33080b.json","content_hash":"0438865ab1a380bef3f303a58ce7ea6b57833c1d03d5883c50e2bd6df667ebd3","excerpt_chars":1200,"truncated":true,"excerpt":"UpstageAI/cookbook Description: Upstage api examples and guides Language: Jupyter Notebook License: MIT Stars: 197 Forks: 69 Open issues: 24 Created: 2024-05-21T05:45:00Z Pushed: 2026-06-10T01:41:11Z Default branch: main Fork: no Archived: no README: Upstage Cookbook This cookbook aims to highlight innovative use cases and outputs created by leveraging Upstage Solar and Document AI’s capabilities. We aim to inspire others by showcasing the versatility and excellence of Upstage features across various domains. The Upstage cookbook is open to the community. If you have an interesting idea for using APIs, spot a typo, or want to add or improve a guide, feel free to contribute! How to use? Get an API key from Upstage console to try examples in the cookbook. Set the environment variable `UPSTAGE_API_KEY` with your key, or create an `.env` file with the key. Submission Guidelines **Content:** - Source code for apps, programs, or computational projects assisted by the Upstage APIs. - Tutorials, educational materials, or lesson plans developed with the Upstage APIs. - Any other interesting applications that showcase the Upstage API's potential! **Requirements:** - Code/text entries should..."},"evidence_pages":[{"url":"https://github.com/UpstageAI/cookbook","final_url":"https://github.com/UpstageAI/cookbook","title":"UpstageAI/cookbook repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:18:04.803536+00:00","bytes":13213,"raw_path":"35f8afcfe07c07e4cb92ac1cf488cd81f094892f2ec482d698b595122a33080b.json","content_hash":"0438865ab1a380bef3f303a58ce7ea6b57833c1d03d5883c50e2bd6df667ebd3","excerpt_chars":1200,"truncated":true,"excerpt":"UpstageAI/cookbook Description: Upstage api examples and guides Language: Jupyter Notebook License: MIT Stars: 197 Forks: 69 Open issues: 24 Created: 2024-05-21T05:45:00Z Pushed: 2026-06-10T01:41:11Z Default branch: main Fork: no Archived: no README: Upstage Cookbook This cookbook aims to highlight innovative use cases and outputs created by leveraging Upstage Solar and Document AI’s capabilities. We aim to inspire others by showcasing the versatility and excellence of Upstage features across various domains. The Upstage cookbook is open to the community. If you have an interesting idea for using APIs, spot a typo, or want to add or improve a guide, feel free to contribute! How to use? Get an API key from Upstage console to try examples in the cookbook. Set the environment variable `UPSTAGE_API_KEY` with your key, or create an `.env` file with the key. Submission Guidelines **Content:** - Source code for apps, programs, or computational projects assisted by the Upstage APIs. - Tutorials, educational materials, or lesson plans developed with the Upstage APIs. - Any other interesting applications that showcase the Upstage API's potential! **Requirements:** - Code/text entries should..."}],"related_signals":[{"id":"edc79978-c686-4eb1-9ed4-90838928c967","url":"https://onlylabs.fyi/signals/edc79978-c686-4eb1-9ed4-90838928c967","source_url":"https://github.com/UpstageAI/upstage-ambassador-2nd-final-project","title":"UpstageAI/upstage-ambassador-2nd-final-project","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-05-27T04:05:19+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"b8e15867-82c2-490e-ad65-8d89cd761384","url":"https://onlylabs.fyi/signals/b8e15867-82c2-490e-ad65-8d89cd761384","source_url":"https://github.com/UpstageAI/seoul-sw-maestro-project","title":"UpstageAI/seoul-sw-maestro-project","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-05-21T01:10:39+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"0dc521e0-898a-4466-ba69-f59fb98616f7","url":"https://onlylabs.fyi/signals/0dc521e0-898a-4466-ba69-f59fb98616f7","source_url":"https://github.com/UpstageAI/busan-sw-maestro-project","title":"UpstageAI/busan-sw-maestro-project","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-05-21T01:10:34+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"a0b1ee78-a24b-402f-a9d7-4707bac72871","url":"https://onlylabs.fyi/signals/a0b1ee78-a24b-402f-a9d7-4707bac72871","source_url":"https://github.com/UpstageAI/edu-usecase-hackathon","title":"UpstageAI/edu-usecase-hackathon","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-05-16T04:23:18+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"becf30e8-6640-4619-bf99-abfee14e2952","url":"https://onlylabs.fyi/signals/becf30e8-6640-4619-bf99-abfee14e2952","source_url":"https://github.com/UpstageAI/upstage-extensions-hub","title":"UpstageAI/upstage-extensions-hub","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-04-20T04:21:54+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"c05b141b-94ce-43d5-bf49-dd6edf776053","url":"https://onlylabs.fyi/signals/c05b141b-94ce-43d5-bf49-dd6edf776053","source_url":"https://github.com/UpstageAI/security-audit","title":"UpstageAI/security-audit","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-04-01T03:36:08+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"}]}