{"schema_version":"onlylabs.public_signal.v1","title":"Cohere Repo: cohere-ai/notebooks","description":"Cohere repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/c04c04a4-9cc0-4cf4-9634-040ed0ab71d0","json_url":"https://onlylabs.fyi/signals/c04c04a4-9cc0-4cf4-9634-040ed0ab71d0/signal.json","generated_at":"2026-06-11T03:58:59.247812+00:00","org":{"slug":"cohere","name":"Cohere","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/cohere","dossier_json_url":"https://onlylabs.fyi/labs/cohere/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/c04c04a4-9cc0-4cf4-9634-040ed0ab71d0","signal_json":"https://onlylabs.fyi/signals/c04c04a4-9cc0-4cf4-9634-040ed0ab71d0/signal.json","source":"https://github.com/cohere-ai/notebooks","lab_dossier":"https://onlylabs.fyi/labs/cohere","lab_dossier_json":"https://onlylabs.fyi/labs/cohere/dossier.json","analysis":"https://onlylabs.fyi/analysis/cohere","analysis_json":"https://onlylabs.fyi/analysis/cohere/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cohere/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"Cohere published cohere-ai/notebooks (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 cohere-ai/notebooks · language Jupyter Notebook. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/cohere-ai/notebooks","source_host":"github.com","occurred_at":"2021-10-06T16:51:34+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source","context":"Jupyter Notebook"},"context_markers":[{"label":"Lab","value":"Cohere","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"cohere-ai/notebooks","source":"source"},{"label":"Language","value":"Jupyter Notebook","source":"source"},{"label":"Stars","value":"506","source":"traction"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched term","value":"platform","source":"radar"},{"label":"Watch term","value":"Infrastructure","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/cohere-ai/notebooks"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:58:59.247812+00:00"},"data_business":{"matches":true,"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}],"matched_terms":["platform"],"score":14,"reason":"Cohere has a repo signal matching infrastructure."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c04c04a4-9cc0-4cf4-9634-040ed0ab71d0/signal.json","dossier_json":"https://onlylabs.fyi/labs/cohere/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/cohere/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cohere/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"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?","Which data-business lane explains this signal: Infrastructure?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/c04c04a4-9cc0-4cf4-9634-040ed0ab71d0/signal.json","required":true},{"label":"source","url":"https://github.com/cohere-ai/notebooks","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/cohere/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/cohere/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 Cohere's repo signal \"cohere-ai/notebooks\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Cohere","predicate":"published repo","object":"cohere-ai/notebooks","text":"Cohere published repo cohere-ai/notebooks."},{"subject":"cohere-ai/notebooks","predicate":"is classified as","object":"repo signal","text":"cohere-ai/notebooks is classified as repo signal."},{"subject":"cohere-ai/notebooks","predicate":"belongs to","object":"repos desk","text":"cohere-ai/notebooks belongs to repos desk."},{"subject":"cohere-ai/notebooks","predicate":"has context","object":"Jupyter Notebook","text":"cohere-ai/notebooks has context Jupyter Notebook."},{"subject":"cohere-ai/notebooks","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cohere-ai/notebooks has evidence coverage 1 captured evidence page."},{"subject":"cohere-ai/notebooks","predicate":"matches data-business lanes","object":"Infrastructure","text":"cohere-ai/notebooks matches data-business lanes Infrastructure."},{"subject":"cohere-ai/notebooks","predicate":"has captured page count","object":"1","text":"cohere-ai/notebooks has captured page count 1."},{"subject":"cohere-ai/notebooks","predicate":"has readable page count","object":"1","text":"cohere-ai/notebooks has readable page count 1."},{"subject":"cohere-ai/notebooks","predicate":"has related signal count","object":"6","text":"cohere-ai/notebooks has related signal count 6."},{"subject":"cohere-ai/notebooks","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":"cohere-ai/notebooks 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":"cohere-ai/notebooks","predicate":"has source host","object":"github.com","text":"cohere-ai/notebooks has source host github.com."},{"subject":"cohere-ai/notebooks","predicate":"has lab","object":"Cohere","text":"cohere-ai/notebooks has lab Cohere."},{"subject":"cohere-ai/notebooks","predicate":"has signal desk","object":"repos","text":"cohere-ai/notebooks has signal desk repos."},{"subject":"cohere-ai/notebooks","predicate":"has source host","object":"github.com","text":"cohere-ai/notebooks has source host github.com."},{"subject":"cohere-ai/notebooks","predicate":"has repository","object":"cohere-ai/notebooks","text":"cohere-ai/notebooks has repository cohere-ai/notebooks."},{"subject":"cohere-ai/notebooks","predicate":"has language","object":"Jupyter Notebook","text":"cohere-ai/notebooks has language Jupyter Notebook."},{"subject":"cohere-ai/notebooks","predicate":"has stars","object":"506","text":"cohere-ai/notebooks has stars 506."},{"subject":"cohere-ai/notebooks","predicate":"has radar lane","object":"Infrastructure","text":"cohere-ai/notebooks has radar lane Infrastructure."},{"subject":"cohere-ai/notebooks","predicate":"has matched term","object":"platform","text":"cohere-ai/notebooks has matched term platform."}]},"intelligence":{"signal_desk":"repos","answer":"Cohere published cohere-ai/notebooks (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 cohere-ai/notebooks · language Jupyter Notebook. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","semantic_triples":[{"subject":"Cohere","predicate":"published repo","object":"cohere-ai/notebooks","text":"Cohere published repo cohere-ai/notebooks."},{"subject":"cohere-ai/notebooks","predicate":"is classified as","object":"repo signal","text":"cohere-ai/notebooks is classified as repo signal."},{"subject":"cohere-ai/notebooks","predicate":"belongs to","object":"repos desk","text":"cohere-ai/notebooks belongs to repos desk."},{"subject":"cohere-ai/notebooks","predicate":"has context","object":"Jupyter Notebook","text":"cohere-ai/notebooks has context Jupyter Notebook."},{"subject":"cohere-ai/notebooks","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cohere-ai/notebooks has evidence coverage 1 captured evidence page."},{"subject":"cohere-ai/notebooks","predicate":"matches data-business lanes","object":"Infrastructure","text":"cohere-ai/notebooks matches data-business lanes Infrastructure."}]},"signal":{"id":"c04c04a4-9cc0-4cf4-9634-040ed0ab71d0","url":"https://onlylabs.fyi/signals/c04c04a4-9cc0-4cf4-9634-040ed0ab71d0","json_url":"https://onlylabs.fyi/signals/c04c04a4-9cc0-4cf4-9634-040ed0ab71d0/signal.json","source_url":"https://github.com/cohere-ai/notebooks","title":"cohere-ai/notebooks","summary":"Cohere 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":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2021-10-06T16:51:34+00:00","first_seen_at":"2026-06-05T05:43:00.174979+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/cohere-ai/notebooks"]},"facets":{"repo":"cohere-ai/notebooks","language":"Jupyter Notebook"},"traction":{"github_stars":506,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":14,"matched_terms":["platform"],"reason":"Cohere has a repo signal matching infrastructure."}},"primary_evidence_page":{"url":"https://github.com/cohere-ai/notebooks","final_url":"https://github.com/cohere-ai/notebooks","title":"cohere-ai/notebooks repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:58:59.247812+00:00","bytes":7539,"raw_path":"d09238711bd57aa2f04da84abd044c5280479a1a5d098261f53fa512d61f9f48.json","content_hash":"1b04fdddc11a301edcf67ee1d65a5fe7c23f5523e4a3d9b0387fddf4a42adef5","excerpt_chars":1200,"truncated":false,"excerpt":"cohere-ai/notebooks Description: Code examples and jupyter notebooks for the Cohere Platform Language: Jupyter Notebook Stars: 506 Forks: 139 Open issues: 25 Created: 2021-10-06T16:51:34Z Pushed: 2025-01-16T15:16:11Z Default branch: main Fork: no Archived: yes README: This file has been moved to https://github.com/cohere-ai/cohere-developer-experience/blob/main/notebooks/README.md."},"evidence_pages":[{"url":"https://github.com/cohere-ai/notebooks","final_url":"https://github.com/cohere-ai/notebooks","title":"cohere-ai/notebooks repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:58:59.247812+00:00","bytes":7539,"raw_path":"d09238711bd57aa2f04da84abd044c5280479a1a5d098261f53fa512d61f9f48.json","content_hash":"1b04fdddc11a301edcf67ee1d65a5fe7c23f5523e4a3d9b0387fddf4a42adef5","excerpt_chars":1200,"truncated":false,"excerpt":"cohere-ai/notebooks Description: Code examples and jupyter notebooks for the Cohere Platform Language: Jupyter Notebook Stars: 506 Forks: 139 Open issues: 25 Created: 2021-10-06T16:51:34Z Pushed: 2025-01-16T15:16:11Z Default branch: main Fork: no Archived: yes README: This file has been moved to https://github.com/cohere-ai/cohere-developer-experience/blob/main/notebooks/README.md."}],"related_signals":[{"id":"b04cc72b-18a2-4d54-a2ff-ac76954c11eb","url":"https://onlylabs.fyi/signals/b04cc72b-18a2-4d54-a2ff-ac76954c11eb","source_url":"https://github.com/cohere-ai/cohere-azure-workshops","title":"cohere-ai/cohere-azure-workshops","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-05-01T21:40:24+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source"},{"id":"dd51f42b-b547-4722-88fa-9e9b7ba7a5ae","url":"https://onlylabs.fyi/signals/dd51f42b-b547-4722-88fa-9e9b7ba7a5ae","source_url":"https://github.com/cohere-ai/cvm-measure","title":"cohere-ai/cvm-measure","context":"Makefile","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-04-10T19:07:01+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source"},{"id":"8f7c20cc-6531-4978-bb14-4e3b1d6c7b25","url":"https://onlylabs.fyi/signals/8f7c20cc-6531-4978-bb14-4e3b1d6c7b25","source_url":"https://github.com/cohere-ai/melody","title":"cohere-ai/melody","context":"Rust","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2025-10-10T17:32:30+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source"},{"id":"93fef8fe-ae41-4db2-aa12-e85c4b88fda0","url":"https://onlylabs.fyi/signals/93fef8fe-ae41-4db2-aa12-e85c4b88fda0","source_url":"https://github.com/cohere-ai/htn-2025-techtalk","title":"cohere-ai/htn-2025-techtalk","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2025-09-04T01:21:23+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source"},{"id":"a8a38c03-91f9-452f-915d-2191c3a03296","url":"https://onlylabs.fyi/signals/a8a38c03-91f9-452f-915d-2191c3a03296","source_url":"https://github.com/cohere-ai/north-mcp-python-sdk","title":"cohere-ai/north-mcp-python-sdk","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2025-05-08T13:04:41+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source"},{"id":"f4ee1bbf-3fd2-4c59-9827-17979cbffa3c","url":"https://onlylabs.fyi/signals/f4ee1bbf-3fd2-4c59-9827-17979cbffa3c","source_url":"https://github.com/cohere-ai/cohere-workshop-march-17-2025","title":"cohere-ai/cohere-workshop-march-17-2025","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2025-02-25T14:18:28+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source"}]}