{"schema_version":"onlylabs.public_signal.v1","title":"Cohere Repo: cohere-ai/public-demos","description":"Cohere repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/a6b79cde-0399-4449-afdb-9d25f67b8466","json_url":"https://onlylabs.fyi/signals/a6b79cde-0399-4449-afdb-9d25f67b8466/signal.json","generated_at":"2026-06-11T03:58:58.335623+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/a6b79cde-0399-4449-afdb-9d25f67b8466","signal_json":"https://onlylabs.fyi/signals/a6b79cde-0399-4449-afdb-9d25f67b8466/signal.json","source":"https://github.com/cohere-ai/public-demos","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/public-demos (TypeScript). 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/public-demos · language TypeScript. 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/public-demos","source_host":"github.com","occurred_at":"2022-10-11T12:39:16+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source","context":"TypeScript"},"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/public-demos","source":"source"},{"label":"Language","value":"TypeScript","source":"source"},{"label":"Stars","value":"12","source":"traction"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched term","value":"platform","source":"radar"},{"label":"Watch 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implications."},"semantic_triples":[{"subject":"Cohere","predicate":"published repo","object":"cohere-ai/public-demos","text":"Cohere published repo cohere-ai/public-demos."},{"subject":"cohere-ai/public-demos","predicate":"is classified as","object":"repo signal","text":"cohere-ai/public-demos is classified as repo signal."},{"subject":"cohere-ai/public-demos","predicate":"belongs to","object":"repos desk","text":"cohere-ai/public-demos belongs to repos desk."},{"subject":"cohere-ai/public-demos","predicate":"has context","object":"TypeScript","text":"cohere-ai/public-demos has context TypeScript."},{"subject":"cohere-ai/public-demos","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cohere-ai/public-demos has evidence coverage 1 captured evidence page."},{"subject":"cohere-ai/public-demos","predicate":"matches data-business lanes","object":"Infrastructure","text":"cohere-ai/public-demos matches data-business lanes Infrastructure."},{"subject":"cohere-ai/public-demos","predicate":"has captured page count","object":"1","text":"cohere-ai/public-demos has captured page count 1."},{"subject":"cohere-ai/public-demos","predicate":"has readable page count","object":"1","text":"cohere-ai/public-demos has readable page count 1."},{"subject":"cohere-ai/public-demos","predicate":"has related signal count","object":"6","text":"cohere-ai/public-demos has related signal count 6."},{"subject":"cohere-ai/public-demos","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/public-demos 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/public-demos","predicate":"has source host","object":"github.com","text":"cohere-ai/public-demos has source host github.com."},{"subject":"cohere-ai/public-demos","predicate":"has lab","object":"Cohere","text":"cohere-ai/public-demos has lab Cohere."},{"subject":"cohere-ai/public-demos","predicate":"has signal desk","object":"repos","text":"cohere-ai/public-demos has signal desk repos."},{"subject":"cohere-ai/public-demos","predicate":"has source host","object":"github.com","text":"cohere-ai/public-demos has source host github.com."},{"subject":"cohere-ai/public-demos","predicate":"has repository","object":"cohere-ai/public-demos","text":"cohere-ai/public-demos has repository cohere-ai/public-demos."},{"subject":"cohere-ai/public-demos","predicate":"has language","object":"TypeScript","text":"cohere-ai/public-demos has language TypeScript."},{"subject":"cohere-ai/public-demos","predicate":"has stars","object":"12","text":"cohere-ai/public-demos has stars 12."},{"subject":"cohere-ai/public-demos","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 cohere-ai/public-demos · language TypeScript. 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/public-demos","text":"Cohere published repo cohere-ai/public-demos."},{"subject":"cohere-ai/public-demos","predicate":"is classified as","object":"repo signal","text":"cohere-ai/public-demos is classified as repo signal."},{"subject":"cohere-ai/public-demos","predicate":"belongs to","object":"repos desk","text":"cohere-ai/public-demos belongs to repos desk."},{"subject":"cohere-ai/public-demos","predicate":"has context","object":"TypeScript","text":"cohere-ai/public-demos has context TypeScript."},{"subject":"cohere-ai/public-demos","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cohere-ai/public-demos has evidence coverage 1 captured evidence page."},{"subject":"cohere-ai/public-demos","predicate":"matches data-business lanes","object":"Infrastructure","text":"cohere-ai/public-demos matches data-business lanes Infrastructure."}]},"signal":{"id":"a6b79cde-0399-4449-afdb-9d25f67b8466","url":"https://onlylabs.fyi/signals/a6b79cde-0399-4449-afdb-9d25f67b8466","json_url":"https://onlylabs.fyi/signals/a6b79cde-0399-4449-afdb-9d25f67b8466/signal.json","source_url":"https://github.com/cohere-ai/public-demos","title":"cohere-ai/public-demos","summary":"Cohere published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2022-10-11T12:39:16+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/public-demos"]},"facets":{"repo":"cohere-ai/public-demos","language":"TypeScript"},"traction":{"github_stars":12,"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/public-demos","final_url":"https://github.com/cohere-ai/public-demos","title":"cohere-ai/public-demos repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:58:58.335623+00:00","bytes":10297,"raw_path":"601f71852a7644c1c49c8672dbd8e651ecb7f7ba0abe7b4cdc631ba86a58fe3d.json","content_hash":"97bae6a9c0f14d4aa7124331c658312561972567498d30239b73bc2dcc86ee20","excerpt_chars":1200,"truncated":true,"excerpt":"cohere-ai/public-demos Description: Public demos using the Cohere platform! Language: TypeScript Stars: 12 Forks: 2 Open issues: 12 Created: 2022-10-11T12:39:16Z Pushed: 2023-05-24T00:34:20Z Default branch: main Fork: no Archived: yes README: Public Demos Using The Cohere Platform This repository contains publicly available demos from the Cohere NLP platform. Get started building! If you have an LLM use case that you'd like us to show a demo for, please fill out <a href=\"https://forms.gle/RzRRtQXT4LZaMJVX9\">this form</a>. 1. <a href=\"https://txt.cohere.ai/top-js-frameworks-using-a-tweet-analysis-bot/\">Tweet Analysis Bot</a> Create a tweet analysis bot to deduce which are the top JS frameworks: [<a href=\"https://github.com/cohere-ai/public-demos/tree/main/python-analysis-bot\">Code</a>] <img src=\"https://user-images.githubusercontent.com/26754576/195356562-0a527d78-e3e1-46bc-be4c-ae85cc415528.png\" width=\"640\"/> 2. <a href=\"https://txt.cohere.ai/automating-user-feedback-monitoring-on-discord-using-ai/\">Automate User Feedback Monitoring on Discord with AI</a> Automatically analyze feedback and classify it into different product areas. [<a..."},"evidence_pages":[{"url":"https://github.com/cohere-ai/public-demos","final_url":"https://github.com/cohere-ai/public-demos","title":"cohere-ai/public-demos repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:58:58.335623+00:00","bytes":10297,"raw_path":"601f71852a7644c1c49c8672dbd8e651ecb7f7ba0abe7b4cdc631ba86a58fe3d.json","content_hash":"97bae6a9c0f14d4aa7124331c658312561972567498d30239b73bc2dcc86ee20","excerpt_chars":1200,"truncated":true,"excerpt":"cohere-ai/public-demos Description: Public demos using the Cohere platform! Language: TypeScript Stars: 12 Forks: 2 Open issues: 12 Created: 2022-10-11T12:39:16Z Pushed: 2023-05-24T00:34:20Z Default branch: main Fork: no Archived: yes README: Public Demos Using The Cohere Platform This repository contains publicly available demos from the Cohere NLP platform. Get started building! If you have an LLM use case that you'd like us to show a demo for, please fill out <a href=\"https://forms.gle/RzRRtQXT4LZaMJVX9\">this form</a>. 1. <a href=\"https://txt.cohere.ai/top-js-frameworks-using-a-tweet-analysis-bot/\">Tweet Analysis Bot</a> Create a tweet analysis bot to deduce which are the top JS frameworks: [<a href=\"https://github.com/cohere-ai/public-demos/tree/main/python-analysis-bot\">Code</a>] <img src=\"https://user-images.githubusercontent.com/26754576/195356562-0a527d78-e3e1-46bc-be4c-ae85cc415528.png\" width=\"640\"/> 2. <a href=\"https://txt.cohere.ai/automating-user-feedback-monitoring-on-discord-using-ai/\">Automate User Feedback Monitoring on Discord with AI</a> Automatically analyze feedback and classify it into different product areas. [<a..."}],"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"}]}