{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Repo: NVIDIA/NeMo-Fabric","description":"NVIDIA repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e771fdbd-959c-4a77-8736-38dbca58603d","json_url":"https://onlylabs.fyi/signals/e771fdbd-959c-4a77-8736-38dbca58603d/signal.json","generated_at":"2026-07-26T20:37:02.825Z","evidence_latest_fetched_at":"2026-07-22T07:01:47.426038+00:00","signal_first_seen_at":"2026-07-22T07:00:42.615714+00:00","org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/nvidia","dossier_json_url":"https://onlylabs.fyi/labs/nvidia/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/e771fdbd-959c-4a77-8736-38dbca58603d","signal_json":"https://onlylabs.fyi/signals/e771fdbd-959c-4a77-8736-38dbca58603d/signal.json","source":"https://github.com/NVIDIA/NeMo-Fabric","lab_dossier":"https://onlylabs.fyi/labs/nvidia","lab_dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis":"https://onlylabs.fyi/analysis/nvidia","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/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":null},"answer_pack":{"answer":"NVIDIA published NVIDIA/NeMo-Fabric (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/NeMo-Fabric · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/NVIDIA/NeMo-Fabric","source_host":"github.com","occurred_at":"2026-06-15T21:41:29+00:00","first_seen_at":"2026-07-22T07:00:42.615714+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"NVIDIA","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"NVIDIA/NeMo-Fabric","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"11","source":"traction"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/NVIDIA/NeMo-Fabric"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-22T07:01:47.426038+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e771fdbd-959c-4a77-8736-38dbca58603d/signal.json","dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","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","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/e771fdbd-959c-4a77-8736-38dbca58603d/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/NeMo-Fabric","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nvidia/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nvidia/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 NVIDIA's repo signal \"NVIDIA/NeMo-Fabric\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/NeMo-Fabric","text":"NVIDIA published repo NVIDIA/NeMo-Fabric."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"is classified as","object":"repo signal","text":"NVIDIA/NeMo-Fabric is classified as repo signal."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"belongs to","object":"repos desk","text":"NVIDIA/NeMo-Fabric belongs to repos desk."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"has context","object":"Python","text":"NVIDIA/NeMo-Fabric has context Python."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/NeMo-Fabric has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"has captured page count","object":"1","text":"NVIDIA/NeMo-Fabric has captured page count 1."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"has readable page count","object":"1","text":"NVIDIA/NeMo-Fabric has readable page count 1."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"has related signal count","object":"6","text":"NVIDIA/NeMo-Fabric has related signal count 6."},{"subject":"NVIDIA/NeMo-Fabric","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":"NVIDIA/NeMo-Fabric 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":"NVIDIA/NeMo-Fabric","predicate":"has source host","object":"github.com","text":"NVIDIA/NeMo-Fabric has source host github.com."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/NeMo-Fabric has lab NVIDIA."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"has signal desk","object":"repos","text":"NVIDIA/NeMo-Fabric has signal desk repos."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"has source host","object":"github.com","text":"NVIDIA/NeMo-Fabric has source host github.com."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"has repository","object":"NVIDIA/NeMo-Fabric","text":"NVIDIA/NeMo-Fabric has repository NVIDIA/NeMo-Fabric."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"has language","object":"Python","text":"NVIDIA/NeMo-Fabric has language Python."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"has stars","object":"11","text":"NVIDIA/NeMo-Fabric has stars 11."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"has watch term","object":"Eval methodology","text":"NVIDIA/NeMo-Fabric has watch term Eval methodology."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"has watch term","object":"Infrastructure","text":"NVIDIA/NeMo-Fabric has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"NVIDIA published NVIDIA/NeMo-Fabric (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/NeMo-Fabric · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/NeMo-Fabric","text":"NVIDIA published repo NVIDIA/NeMo-Fabric."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"is classified as","object":"repo signal","text":"NVIDIA/NeMo-Fabric is classified as repo signal."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"belongs to","object":"repos desk","text":"NVIDIA/NeMo-Fabric belongs to repos desk."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"has context","object":"Python","text":"NVIDIA/NeMo-Fabric has context Python."},{"subject":"NVIDIA/NeMo-Fabric","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/NeMo-Fabric has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e771fdbd-959c-4a77-8736-38dbca58603d","url":"https://onlylabs.fyi/signals/e771fdbd-959c-4a77-8736-38dbca58603d","json_url":"https://onlylabs.fyi/signals/e771fdbd-959c-4a77-8736-38dbca58603d/signal.json","source_url":"https://github.com/NVIDIA/NeMo-Fabric","title":"NVIDIA/NeMo-Fabric","summary":"NVIDIA 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":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-15T21:41:29+00:00","first_seen_at":"2026-07-22T07:00:42.615714+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/NVIDIA/NeMo-Fabric"]},"facets":{"repo":"NVIDIA/NeMo-Fabric","language":"Python"},"traction":{"github_stars":11,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/NVIDIA/NeMo-Fabric","final_url":"https://github.com/NVIDIA/NeMo-Fabric","title":"NVIDIA/NeMo-Fabric repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-22T07:01:47.426038+00:00","bytes":18007,"raw_path":"e131faa2189a1054916ff97ef809a37bc928dadcedd68f513f897a0a4ad44112.json","content_hash":"90d7b36257dd3ce7e437217a31f065b79baec61b8098d4c6c649390fc24e8535","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/NeMo-Fabric Description: Project NVIDIA NeMo Fabric Language: Python License: NOASSERTION Stars: 10 Forks: 2 Open issues: 7 Created: 2026-06-15T21:41:29Z Pushed: 2026-07-22T05:52:21Z Default branch: main Fork: no Archived: no README: NVIDIA NeMo Fabric Fabric is a runtime execution layer for agents. It turns multiple agent harnesses into one configurable, observable lifecycle surface. Architecture NeMo Fabric standardizes how applications configure, launch, invoke, and collect artifacts from agent harnesses. Fabric provides: - a versioned, typed `FabricConfig` contract constructed through the SDK; - ordinary Python composition for harness and experiment variants; - adapter descriptors for harness-specific launch and control; - a Rust core, Python SDK, and standalone experimentation CLI; - JSON Schema snapshots for the public config and runtime contract; - normalized run results, artifact manifests, and telemetry references. ```mermaid flowchart TB Consumer[\"Consumer\\nCLI | Python SDK | integrations\"] Config[\"Typed source\\nFabricConfig\"] Core[\"Fabric Rust core\\nresolve | plan | create | invoke | destroy\"] Adapter[\"Selected Fabric adapter\"] Harness[\"Agent harness..."},"evidence_pages":[],"related_signals":[{"id":"1a95f3c5-a631-48d3-8a7e-d1709877db95","url":"https://onlylabs.fyi/signals/1a95f3c5-a631-48d3-8a7e-d1709877db95","source_url":"https://github.com/NVIDIA/nv-telemetry","title":"NVIDIA/nv-telemetry","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-07-07T22:24:15+00:00","first_seen_at":"2026-07-24T07:00:43.809501+00:00","date_source":"source"},{"id":"eb5a6845-2e72-4b79-8166-d2efc6a8d9f7","url":"https://onlylabs.fyi/signals/eb5a6845-2e72-4b79-8166-d2efc6a8d9f7","source_url":"https://github.com/NVIDIA/nccl-extensions","title":"NVIDIA/nccl-extensions","context":"Cuda","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-07-07T16:06:41+00:00","first_seen_at":"2026-07-16T07:01:33.302498+00:00","date_source":"source"},{"id":"9732e6d6-0f4b-469e-90e5-0a7bcceb8f57","url":"https://onlylabs.fyi/signals/9732e6d6-0f4b-469e-90e5-0a7bcceb8f57","source_url":"https://github.com/NVIDIA/OpenShell-Research","title":"NVIDIA/OpenShell-Research","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-23T19:14:11+00:00","first_seen_at":"2026-07-17T07:00:43.781852+00:00","date_source":"source"},{"id":"312d420e-340a-4fb3-b7b7-78feff631fa3","url":"https://onlylabs.fyi/signals/312d420e-340a-4fb3-b7b7-78feff631fa3","source_url":"https://github.com/NVIDIA/boro","title":"NVIDIA/boro","context":"Rust","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-23T17:56:09+00:00","first_seen_at":"2026-06-26T23:50:17.855985+00:00","date_source":"source"},{"id":"52660c2f-29a0-4d68-b806-97dd0d5b95b3","url":"https://onlylabs.fyi/signals/52660c2f-29a0-4d68-b806-97dd0d5b95b3","source_url":"https://github.com/NVIDIA/go-nvfm","title":"NVIDIA/go-nvfm","context":"C","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-22T21:42:58+00:00","first_seen_at":"2026-06-30T07:00:43.635221+00:00","date_source":"source"},{"id":"85e7ca9d-0c4e-42eb-adfc-b5ccbdaefb69","url":"https://onlylabs.fyi/signals/85e7ca9d-0c4e-42eb-adfc-b5ccbdaefb69","source_url":"https://github.com/NVIDIA/Spatial-IQ","title":"NVIDIA/Spatial-IQ","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-22T14:44:07+00:00","first_seen_at":"2026-07-24T07:00:43.809501+00:00","date_source":"source"}]}