{"schema_version":"onlylabs.public_signal.v1","title":"Baseten Repo: basetenlabs/demos","description":"Baseten repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/363250d8-81a1-4729-91b4-420fce4d156c","json_url":"https://onlylabs.fyi/signals/363250d8-81a1-4729-91b4-420fce4d156c/signal.json","generated_at":"2026-06-11T04:07:38.710319+00:00","org":{"slug":"baseten","name":"Baseten","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/baseten","dossier_json_url":"https://onlylabs.fyi/labs/baseten/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/363250d8-81a1-4729-91b4-420fce4d156c","signal_json":"https://onlylabs.fyi/signals/363250d8-81a1-4729-91b4-420fce4d156c/signal.json","source":"https://github.com/basetenlabs/demos","lab_dossier":"https://onlylabs.fyi/labs/baseten","lab_dossier_json":"https://onlylabs.fyi/labs/baseten/dossier.json","analysis":"https://onlylabs.fyi/analysis/baseten","analysis_json":"https://onlylabs.fyi/analysis/baseten/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baseten/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":"Baseten published basetenlabs/demos (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 basetenlabs/demos · 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/basetenlabs/demos","source_host":"github.com","occurred_at":"2022-04-25T22:23:39+00:00","first_seen_at":"2026-06-06T01:49:54.63862+00:00","date_source":"source","context":"Jupyter Notebook"},"context_markers":[{"label":"Lab","value":"Baseten","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"basetenlabs/demos","source":"source"},{"label":"Language","value":"Jupyter Notebook","source":"source"},{"label":"Stars","value":"3","source":"traction"}],"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/basetenlabs/demos"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:07:38.710319+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/363250d8-81a1-4729-91b4-420fce4d156c/signal.json","dossier_json":"https://onlylabs.fyi/labs/baseten/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/baseten/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baseten/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 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/363250d8-81a1-4729-91b4-420fce4d156c/signal.json","required":true},{"label":"source","url":"https://github.com/basetenlabs/demos","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/baseten/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/baseten/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 Baseten's repo signal \"basetenlabs/demos\" for neocloud strategy."},"semantic_triples":[{"subject":"Baseten","predicate":"published repo","object":"basetenlabs/demos","text":"Baseten published repo basetenlabs/demos."},{"subject":"basetenlabs/demos","predicate":"is classified as","object":"repo signal","text":"basetenlabs/demos is classified as repo signal."},{"subject":"basetenlabs/demos","predicate":"belongs to","object":"repos desk","text":"basetenlabs/demos belongs to repos desk."},{"subject":"basetenlabs/demos","predicate":"has context","object":"Jupyter Notebook","text":"basetenlabs/demos has context Jupyter Notebook."},{"subject":"basetenlabs/demos","predicate":"has evidence coverage","object":"1 captured evidence page","text":"basetenlabs/demos has evidence coverage 1 captured evidence page."},{"subject":"basetenlabs/demos","predicate":"has captured page count","object":"1","text":"basetenlabs/demos has captured page count 1."},{"subject":"basetenlabs/demos","predicate":"has readable page count","object":"1","text":"basetenlabs/demos has readable page count 1."},{"subject":"basetenlabs/demos","predicate":"has related signal count","object":"6","text":"basetenlabs/demos has related signal count 6."},{"subject":"basetenlabs/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":"basetenlabs/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":"basetenlabs/demos","predicate":"has source host","object":"github.com","text":"basetenlabs/demos has source host github.com."},{"subject":"basetenlabs/demos","predicate":"has lab","object":"Baseten","text":"basetenlabs/demos has lab Baseten."},{"subject":"basetenlabs/demos","predicate":"has signal desk","object":"repos","text":"basetenlabs/demos has signal desk repos."},{"subject":"basetenlabs/demos","predicate":"has source host","object":"github.com","text":"basetenlabs/demos has source host github.com."},{"subject":"basetenlabs/demos","predicate":"has repository","object":"basetenlabs/demos","text":"basetenlabs/demos has repository basetenlabs/demos."},{"subject":"basetenlabs/demos","predicate":"has language","object":"Jupyter Notebook","text":"basetenlabs/demos has language Jupyter Notebook."},{"subject":"basetenlabs/demos","predicate":"has stars","object":"3","text":"basetenlabs/demos has stars 3."}]},"intelligence":{"signal_desk":"repos","answer":"Baseten published basetenlabs/demos (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 basetenlabs/demos · language Jupyter Notebook. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Baseten","predicate":"published repo","object":"basetenlabs/demos","text":"Baseten published repo basetenlabs/demos."},{"subject":"basetenlabs/demos","predicate":"is classified as","object":"repo signal","text":"basetenlabs/demos is classified as repo signal."},{"subject":"basetenlabs/demos","predicate":"belongs to","object":"repos desk","text":"basetenlabs/demos belongs to repos desk."},{"subject":"basetenlabs/demos","predicate":"has context","object":"Jupyter Notebook","text":"basetenlabs/demos has context Jupyter Notebook."},{"subject":"basetenlabs/demos","predicate":"has evidence coverage","object":"1 captured evidence page","text":"basetenlabs/demos has evidence coverage 1 captured evidence page."}]},"signal":{"id":"363250d8-81a1-4729-91b4-420fce4d156c","url":"https://onlylabs.fyi/signals/363250d8-81a1-4729-91b4-420fce4d156c","json_url":"https://onlylabs.fyi/signals/363250d8-81a1-4729-91b4-420fce4d156c/signal.json","source_url":"https://github.com/basetenlabs/demos","title":"basetenlabs/demos","summary":"Baseten 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":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2022-04-25T22:23:39+00:00","first_seen_at":"2026-06-06T01:49:54.63862+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/basetenlabs/demos"]},"facets":{"repo":"basetenlabs/demos","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/basetenlabs/demos","final_url":"https://github.com/basetenlabs/demos","title":"basetenlabs/demos repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:07:38.710319+00:00","bytes":8019,"raw_path":"bdb442a1a2687685353c3e367a803f08712589147fe008ea9d142775f973ae62.json","content_hash":"f106112a5c281a1478d9bfb8e3072dd0b1bebbcc5e154cbac6f5ff6e993410a8","excerpt_chars":1200,"truncated":false,"excerpt":"basetenlabs/demos Language: Jupyter Notebook License: MIT Stars: 3 Forks: 1 Open issues: 1 Created: 2022-04-25T22:23:39Z Pushed: 2023-05-01T00:28:23Z Default branch: main Fork: no Archived: no README: Baseten demos This repository showcases model deployment on [Baseten](https://baseten.co). For more information on Baseten, check out our [documentation](https://docs.baseten.co). Usage Demos require a Baseten account and [API key](https://docs.baseten.co/applications/overview/api-keys) to run. From any Jupyter notebook in this repository, you can click \"Open in Colab\" at the top of the file to run the file from [Google Colab](https://colab.research.google.com/), an online Jupyter notebook environment. Or, clone the repository to run the notebooks locally."},"evidence_pages":[{"url":"https://github.com/basetenlabs/demos","final_url":"https://github.com/basetenlabs/demos","title":"basetenlabs/demos repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:07:38.710319+00:00","bytes":8019,"raw_path":"bdb442a1a2687685353c3e367a803f08712589147fe008ea9d142775f973ae62.json","content_hash":"f106112a5c281a1478d9bfb8e3072dd0b1bebbcc5e154cbac6f5ff6e993410a8","excerpt_chars":1200,"truncated":false,"excerpt":"basetenlabs/demos Language: Jupyter Notebook License: MIT Stars: 3 Forks: 1 Open issues: 1 Created: 2022-04-25T22:23:39Z Pushed: 2023-05-01T00:28:23Z Default branch: main Fork: no Archived: no README: Baseten demos This repository showcases model deployment on [Baseten](https://baseten.co). For more information on Baseten, check out our [documentation](https://docs.baseten.co). Usage Demos require a Baseten account and [API key](https://docs.baseten.co/applications/overview/api-keys) to run. From any Jupyter notebook in this repository, you can click \"Open in Colab\" at the top of the file to run the file from [Google Colab](https://colab.research.google.com/), an online Jupyter notebook environment. Or, clone the repository to run the notebooks locally."}],"related_signals":[{"id":"fbfb1a0b-1a43-41c7-90fc-fb7e694241b9","url":"https://onlylabs.fyi/signals/fbfb1a0b-1a43-41c7-90fc-fb7e694241b9","source_url":"https://github.com/basetenlabs/tmp-animations","title":"basetenlabs/tmp-animations","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-04-20T18:52:35+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"9f3fab69-19c5-47d8-afb1-889157cdde8d","url":"https://onlylabs.fyi/signals/9f3fab69-19c5-47d8-afb1-889157cdde8d","source_url":"https://github.com/basetenlabs/baseten-skills","title":"basetenlabs/baseten-skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-04-17T12:53:11+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"b6656077-16da-4beb-bc84-d7a55c7c72aa","url":"https://onlylabs.fyi/signals/b6656077-16da-4beb-bc84-d7a55c7c72aa","source_url":"https://github.com/basetenlabs/qwen3-nvfp4-benchmark","title":"basetenlabs/qwen3-nvfp4-benchmark","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-04-01T21:03:59+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"df709993-8360-4f6b-8473-0689a613e8df","url":"https://onlylabs.fyi/signals/df709993-8360-4f6b-8473-0689a613e8df","source_url":"https://github.com/basetenlabs/Megatron-Bridge","title":"basetenlabs/Megatron-Bridge","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-03-30T19:09:05+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"a8f557bf-93c4-42bf-8357-c5266a747173","url":"https://onlylabs.fyi/signals/a8f557bf-93c4-42bf-8357-c5266a747173","source_url":"https://github.com/basetenlabs/baseten-js","title":"basetenlabs/baseten-js","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-03-30T18:19:44+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"6e023ce6-4f2f-44ac-83ec-2e18c6cfa52a","url":"https://onlylabs.fyi/signals/6e023ce6-4f2f-44ac-83ec-2e18c6cfa52a","source_url":"https://github.com/basetenlabs/baseten-python","title":"basetenlabs/baseten-python","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-03-27T20:55:18+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"}]}