{"schema_version":"onlylabs.public_signal.v1","title":"SambaNova Systems Repo: sambanova/integrations","description":"SambaNova Systems repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/87c9fd25-ab4a-4680-ad9d-6399f265a155","json_url":"https://onlylabs.fyi/signals/87c9fd25-ab4a-4680-ad9d-6399f265a155/signal.json","generated_at":"2026-06-11T04:10:33.955618+00:00","org":{"slug":"sambanova","name":"SambaNova Systems","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/sambanova","dossier_json_url":"https://onlylabs.fyi/labs/sambanova/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/87c9fd25-ab4a-4680-ad9d-6399f265a155","signal_json":"https://onlylabs.fyi/signals/87c9fd25-ab4a-4680-ad9d-6399f265a155/signal.json","source":"https://github.com/sambanova/integrations","lab_dossier":"https://onlylabs.fyi/labs/sambanova","lab_dossier_json":"https://onlylabs.fyi/labs/sambanova/dossier.json","analysis":"https://onlylabs.fyi/analysis/sambanova","analysis_json":"https://onlylabs.fyi/analysis/sambanova/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/sambanova/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":"SambaNova Systems published sambanova/integrations (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo sambanova/integrations · language Python · Low-star integration repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/sambanova/integrations","source_host":"github.com","occurred_at":"2025-02-21T23:09:58+00:00","first_seen_at":"2026-06-05T22:32:07.650067+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"SambaNova Systems","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"sambanova/integrations","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"5","source":"traction"},{"label":"Notability","value":"Low-star integration repo","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"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/sambanova/integrations"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:10:33.955618+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/87c9fd25-ab4a-4680-ad9d-6399f265a155/signal.json","dossier_json":"https://onlylabs.fyi/labs/sambanova/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/sambanova/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/sambanova/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/87c9fd25-ab4a-4680-ad9d-6399f265a155/signal.json","required":true},{"label":"source","url":"https://github.com/sambanova/integrations","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/sambanova/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/sambanova/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 SambaNova Systems's repo signal \"sambanova/integrations\" for neocloud strategy."},"semantic_triples":[{"subject":"SambaNova Systems","predicate":"published repo","object":"sambanova/integrations","text":"SambaNova Systems published repo sambanova/integrations."},{"subject":"sambanova/integrations","predicate":"is classified as","object":"repo signal","text":"sambanova/integrations is classified as repo signal."},{"subject":"sambanova/integrations","predicate":"belongs to","object":"repos desk","text":"sambanova/integrations belongs to repos desk."},{"subject":"sambanova/integrations","predicate":"has context","object":"Python","text":"sambanova/integrations has context Python."},{"subject":"sambanova/integrations","predicate":"has evidence coverage","object":"1 captured evidence page","text":"sambanova/integrations has evidence coverage 1 captured evidence page."},{"subject":"sambanova/integrations","predicate":"has captured page count","object":"1","text":"sambanova/integrations has captured page count 1."},{"subject":"sambanova/integrations","predicate":"has readable page count","object":"1","text":"sambanova/integrations has readable page count 1."},{"subject":"sambanova/integrations","predicate":"has related signal count","object":"6","text":"sambanova/integrations has related signal count 6."},{"subject":"sambanova/integrations","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":"sambanova/integrations 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":"sambanova/integrations","predicate":"has source host","object":"github.com","text":"sambanova/integrations has source host github.com."},{"subject":"sambanova/integrations","predicate":"has lab","object":"SambaNova Systems","text":"sambanova/integrations has lab SambaNova Systems."},{"subject":"sambanova/integrations","predicate":"has signal desk","object":"repos","text":"sambanova/integrations has signal desk repos."},{"subject":"sambanova/integrations","predicate":"has source host","object":"github.com","text":"sambanova/integrations has source host github.com."},{"subject":"sambanova/integrations","predicate":"has repository","object":"sambanova/integrations","text":"sambanova/integrations has repository sambanova/integrations."},{"subject":"sambanova/integrations","predicate":"has language","object":"Python","text":"sambanova/integrations has language Python."},{"subject":"sambanova/integrations","predicate":"has stars","object":"5","text":"sambanova/integrations has stars 5."},{"subject":"sambanova/integrations","predicate":"has notability","object":"Low-star integration repo","text":"sambanova/integrations has notability Low-star integration repo."},{"subject":"sambanova/integrations","predicate":"has watch term","object":"Eval methodology","text":"sambanova/integrations has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"SambaNova Systems published sambanova/integrations (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo sambanova/integrations · language Python · Low-star integration repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"SambaNova Systems","predicate":"published repo","object":"sambanova/integrations","text":"SambaNova Systems published repo sambanova/integrations."},{"subject":"sambanova/integrations","predicate":"is classified as","object":"repo signal","text":"sambanova/integrations is classified as repo signal."},{"subject":"sambanova/integrations","predicate":"belongs to","object":"repos desk","text":"sambanova/integrations belongs to repos desk."},{"subject":"sambanova/integrations","predicate":"has context","object":"Python","text":"sambanova/integrations has context Python."},{"subject":"sambanova/integrations","predicate":"has evidence coverage","object":"1 captured evidence page","text":"sambanova/integrations has evidence coverage 1 captured evidence page."}]},"signal":{"id":"87c9fd25-ab4a-4680-ad9d-6399f265a155","url":"https://onlylabs.fyi/signals/87c9fd25-ab4a-4680-ad9d-6399f265a155","json_url":"https://onlylabs.fyi/signals/87c9fd25-ab4a-4680-ad9d-6399f265a155/signal.json","source_url":"https://github.com/sambanova/integrations","title":"sambanova/integrations","summary":"SambaNova Systems published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"sambanova","name":"SambaNova Systems","category":"neocloud"},"occurred_at":"2025-02-21T23:09:58+00:00","first_seen_at":"2026-06-05T22:32:07.650067+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/sambanova/integrations"]},"facets":{"repo":"sambanova/integrations","language":"Python"},"traction":{"github_stars":5,"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/sambanova/integrations","final_url":"https://github.com/sambanova/integrations","title":"sambanova/integrations repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:10:33.955618+00:00","bytes":18453,"raw_path":"2e603c640ec2dea6898433fa5edda0125091d1dd8dd8569027e1792cbc289713.json","content_hash":"f1969d2982aaff654023a42c9575917d9dad8f00219a76744777417ac13d5f37","excerpt_chars":1200,"truncated":true,"excerpt":"sambanova/integrations Language: Python Stars: 5 Forks: 7 Open issues: 1 Created: 2025-02-21T23:09:58Z Pushed: 2026-04-10T17:56:42Z Default branch: main Fork: no Archived: no README: <a href=\"https://sambanova.ai/\"> <picture> <source media=\"(prefers-color-scheme: dark)\" srcset=\"./images/SambaNova-light-logo-1.png\" height=\"60\"> <img alt=\"SambaNova logo\" src=\"./images/SambaNova-dark-logo-1.png\" height=\"60\"> </picture> </a> SambaNova Cloud Integrations Welcome to the SambaNova Cloud API ecosystem, where everyday our fast inference models are expanding alongside the best tools in the developer community. Explore the partners available below and get started building\\! Need Assistance? If you have any suggestions of integrations or questions, please post on our [Community Page](https://community.sambanova.ai/) so we can follow up. Integrations | Company/Package | Type | Description | Access | | :---- | :---- | :---- | :---- | | **ADK** | Agent building and orchestration | The Agent Development Kit (ADK) is a modular, model-agnostic framework developed by Google for building AI agents | [Demo code](./adk/README.md) | | **Agno** | Agent building and orchestration | Agno is a lightweight..."},"evidence_pages":[{"url":"https://github.com/sambanova/integrations","final_url":"https://github.com/sambanova/integrations","title":"sambanova/integrations repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:10:33.955618+00:00","bytes":18453,"raw_path":"2e603c640ec2dea6898433fa5edda0125091d1dd8dd8569027e1792cbc289713.json","content_hash":"f1969d2982aaff654023a42c9575917d9dad8f00219a76744777417ac13d5f37","excerpt_chars":1200,"truncated":true,"excerpt":"sambanova/integrations Language: Python Stars: 5 Forks: 7 Open issues: 1 Created: 2025-02-21T23:09:58Z Pushed: 2026-04-10T17:56:42Z Default branch: main Fork: no Archived: no README: <a href=\"https://sambanova.ai/\"> <picture> <source media=\"(prefers-color-scheme: dark)\" srcset=\"./images/SambaNova-light-logo-1.png\" height=\"60\"> <img alt=\"SambaNova logo\" src=\"./images/SambaNova-dark-logo-1.png\" height=\"60\"> </picture> </a> SambaNova Cloud Integrations Welcome to the SambaNova Cloud API ecosystem, where everyday our fast inference models are expanding alongside the best tools in the developer community. Explore the partners available below and get started building\\! Need Assistance? If you have any suggestions of integrations or questions, please post on our [Community Page](https://community.sambanova.ai/) so we can follow up. Integrations | Company/Package | Type | Description | Access | | :---- | :---- | :---- | :---- | | **ADK** | Agent building and orchestration | The Agent Development Kit (ADK) is a modular, model-agnostic framework developed by Google for building AI agents | [Demo code](./adk/README.md) | | **Agno** | Agent building and orchestration | Agno is a lightweight..."}],"related_signals":[{"id":"93001bee-6577-419c-b4d6-f05a9a791774","url":"https://onlylabs.fyi/signals/93001bee-6577-419c-b4d6-f05a9a791774","source_url":"https://github.com/sambanova/sambanova-plugin-cc","title":"sambanova/sambanova-plugin-cc","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"sambanova","name":"SambaNova Systems","category":"neocloud"},"occurred_at":"2026-03-31T17:38:58+00:00","first_seen_at":"2026-06-10T07:01:00.380184+00:00","date_source":"source"},{"id":"6f5c40bb-23c0-4fb3-b969-cd366373999b","url":"https://onlylabs.fyi/signals/6f5c40bb-23c0-4fb3-b969-cd366373999b","source_url":"https://github.com/sambanova/sambastack-tools","title":"sambanova/sambastack-tools","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"sambanova","name":"SambaNova Systems","category":"neocloud"},"occurred_at":"2026-01-15T17:22:22+00:00","first_seen_at":"2026-06-05T22:32:07.650067+00:00","date_source":"source"},{"id":"9e12de07-6b5a-44b3-ab49-b0c337bd3cbe","url":"https://onlylabs.fyi/signals/9e12de07-6b5a-44b3-ab49-b0c337bd3cbe","source_url":"https://github.com/sambanova/sambastack-version","title":"sambanova/sambastack-version","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"sambanova","name":"SambaNova Systems","category":"neocloud"},"occurred_at":"2025-12-31T05:55:13+00:00","first_seen_at":"2026-06-05T22:32:07.650067+00:00","date_source":"source"},{"id":"6dda1c8d-3d77-4018-815e-fa01a06c0fd8","url":"https://onlylabs.fyi/signals/6dda1c8d-3d77-4018-815e-fa01a06c0fd8","source_url":"https://github.com/sambanova/sambanova-typescript","title":"sambanova/sambanova-typescript","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"sambanova","name":"SambaNova Systems","category":"neocloud"},"occurred_at":"2025-08-20T22:17:13+00:00","first_seen_at":"2026-06-05T22:32:07.650067+00:00","date_source":"source"},{"id":"689d13f9-2225-4cae-b806-ef04ae3036e3","url":"https://onlylabs.fyi/signals/689d13f9-2225-4cae-b806-ef04ae3036e3","source_url":"https://github.com/sambanova/sambanova-python","title":"sambanova/sambanova-python","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"sambanova","name":"SambaNova Systems","category":"neocloud"},"occurred_at":"2025-08-20T22:16:11+00:00","first_seen_at":"2026-06-05T22:32:07.650067+00:00","date_source":"source"},{"id":"1d14d9ba-ff4b-4e9a-b24f-8f07236daf5b","url":"https://onlylabs.fyi/signals/1d14d9ba-ff4b-4e9a-b24f-8f07236daf5b","source_url":"https://github.com/sambanova/tokenizers","title":"sambanova/tokenizers","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"sambanova","name":"SambaNova Systems","category":"neocloud"},"occurred_at":"2025-06-24T19:56:26+00:00","first_seen_at":"2026-06-05T22:32:07.650067+00:00","date_source":"source"}]}