{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Repo: NVIDIA/NeMo-Agent-Toolkit","description":"NVIDIA repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/5d2e5797-c55c-4693-99df-d0f43e64ff9b","json_url":"https://onlylabs.fyi/signals/5d2e5797-c55c-4693-99df-d0f43e64ff9b/signal.json","generated_at":"2026-06-11T03:55:58.981046+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/5d2e5797-c55c-4693-99df-d0f43e64ff9b","signal_json":"https://onlylabs.fyi/signals/5d2e5797-c55c-4693-99df-d0f43e64ff9b/signal.json","source":"https://github.com/NVIDIA/NeMo-Agent-Toolkit","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-Agent-Toolkit (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-Agent-Toolkit · language Python · New agent toolkit by NVIDIA, strong stars.. 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-Agent-Toolkit","source_host":"github.com","occurred_at":"2025-03-06T17:23:52+00:00","first_seen_at":"2026-06-06T01:49:43.157024+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-Agent-Toolkit","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"2,401","source":"traction"},{"label":"Notability","value":"New agent toolkit by NVIDIA, strong stars.","source":"signal"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Eval methodology","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-Agent-Toolkit"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:55:58.981046+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/5d2e5797-c55c-4693-99df-d0f43e64ff9b/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/5d2e5797-c55c-4693-99df-d0f43e64ff9b/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/NeMo-Agent-Toolkit","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-Agent-Toolkit\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/NeMo-Agent-Toolkit","text":"NVIDIA published repo NVIDIA/NeMo-Agent-Toolkit."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"is classified as","object":"repo signal","text":"NVIDIA/NeMo-Agent-Toolkit is classified as repo signal."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"belongs to","object":"repos desk","text":"NVIDIA/NeMo-Agent-Toolkit belongs to repos desk."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"has context","object":"Python","text":"NVIDIA/NeMo-Agent-Toolkit has context Python."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/NeMo-Agent-Toolkit has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"has captured page count","object":"1","text":"NVIDIA/NeMo-Agent-Toolkit has captured page count 1."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"has readable page count","object":"1","text":"NVIDIA/NeMo-Agent-Toolkit has readable page count 1."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"has related signal count","object":"6","text":"NVIDIA/NeMo-Agent-Toolkit has related signal count 6."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","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-Agent-Toolkit 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-Agent-Toolkit","predicate":"has source host","object":"github.com","text":"NVIDIA/NeMo-Agent-Toolkit has source host github.com."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/NeMo-Agent-Toolkit has lab NVIDIA."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"has signal desk","object":"repos","text":"NVIDIA/NeMo-Agent-Toolkit has signal desk repos."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"has source host","object":"github.com","text":"NVIDIA/NeMo-Agent-Toolkit has source host github.com."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"has repository","object":"NVIDIA/NeMo-Agent-Toolkit","text":"NVIDIA/NeMo-Agent-Toolkit has repository NVIDIA/NeMo-Agent-Toolkit."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"has language","object":"Python","text":"NVIDIA/NeMo-Agent-Toolkit has language Python."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"has stars","object":"2,401","text":"NVIDIA/NeMo-Agent-Toolkit has stars 2,401."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"has notability","object":"New agent toolkit by NVIDIA, strong stars.","text":"NVIDIA/NeMo-Agent-Toolkit has notability New agent toolkit by NVIDIA, strong stars.."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"has watch term","object":"RL environments","text":"NVIDIA/NeMo-Agent-Toolkit has watch term RL environments."}]},"intelligence":{"signal_desk":"repos","answer":"NVIDIA published NVIDIA/NeMo-Agent-Toolkit (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-Agent-Toolkit · language Python · New agent toolkit by NVIDIA, strong stars.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/NeMo-Agent-Toolkit","text":"NVIDIA published repo NVIDIA/NeMo-Agent-Toolkit."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"is classified as","object":"repo signal","text":"NVIDIA/NeMo-Agent-Toolkit is classified as repo signal."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"belongs to","object":"repos desk","text":"NVIDIA/NeMo-Agent-Toolkit belongs to repos desk."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"has context","object":"Python","text":"NVIDIA/NeMo-Agent-Toolkit has context Python."},{"subject":"NVIDIA/NeMo-Agent-Toolkit","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/NeMo-Agent-Toolkit has evidence coverage 1 captured evidence page."}]},"signal":{"id":"5d2e5797-c55c-4693-99df-d0f43e64ff9b","url":"https://onlylabs.fyi/signals/5d2e5797-c55c-4693-99df-d0f43e64ff9b","json_url":"https://onlylabs.fyi/signals/5d2e5797-c55c-4693-99df-d0f43e64ff9b/signal.json","source_url":"https://github.com/NVIDIA/NeMo-Agent-Toolkit","title":"NVIDIA/NeMo-Agent-Toolkit","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":"2025-03-06T17:23:52+00:00","first_seen_at":"2026-06-06T01:49:43.157024+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-Agent-Toolkit"]},"facets":{"repo":"NVIDIA/NeMo-Agent-Toolkit","language":"Python"},"traction":{"github_stars":2401,"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/NVIDIA/NeMo-Agent-Toolkit","final_url":"https://github.com/NVIDIA/NeMo-Agent-Toolkit","title":"NVIDIA/NeMo-Agent-Toolkit repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:55:58.981046+00:00","bytes":25518,"raw_path":"c2d0bf7847f3211634c9ff28e9a63653193adc2852a49d18789f9facb37e2ea1.json","content_hash":"800fcf69f2ead65e3c20311998b975f39df467a74cde29b6eddcb877313e9f15","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/NeMo-Agent-Toolkit Description: The NVIDIA NeMo Agent toolkit is an open-source library for efficiently connecting and optimizing teams of AI agents. Language: Python License: Apache-2.0 Stars: 2401 Forks: 673 Open issues: 40 Created: 2025-03-06T17:23:52Z Pushed: 2026-06-11T00:04:46Z Default branch: develop Fork: no Archived: no README: <!-- SPDX-FileCopyrightText: Copyright (c) 2024-2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved. SPDX-License-Identifier: Apache-2.0 Licensed under the Apache License, Version 2.0 (the \"License\"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. --> ![NVIDIA NeMo Agent Toolkit](./docs/source/_static/banner.png \"NeMo Agent Toolkit banner image\") NVIDIA NeMo Agent Toolkit <!-- vale off (due to hyperlinks) --> [![License: Apache..."},"evidence_pages":[{"url":"https://github.com/NVIDIA/NeMo-Agent-Toolkit","final_url":"https://github.com/NVIDIA/NeMo-Agent-Toolkit","title":"NVIDIA/NeMo-Agent-Toolkit repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:55:58.981046+00:00","bytes":25518,"raw_path":"c2d0bf7847f3211634c9ff28e9a63653193adc2852a49d18789f9facb37e2ea1.json","content_hash":"800fcf69f2ead65e3c20311998b975f39df467a74cde29b6eddcb877313e9f15","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/NeMo-Agent-Toolkit Description: The NVIDIA NeMo Agent toolkit is an open-source library for efficiently connecting and optimizing teams of AI agents. Language: Python License: Apache-2.0 Stars: 2401 Forks: 673 Open issues: 40 Created: 2025-03-06T17:23:52Z Pushed: 2026-06-11T00:04:46Z Default branch: develop Fork: no Archived: no README: <!-- SPDX-FileCopyrightText: Copyright (c) 2024-2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved. SPDX-License-Identifier: Apache-2.0 Licensed under the Apache License, Version 2.0 (the \"License\"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. --> ![NVIDIA NeMo Agent Toolkit](./docs/source/_static/banner.png \"NeMo Agent Toolkit banner image\") NVIDIA NeMo Agent Toolkit <!-- vale off (due to hyperlinks) --> [![License: Apache..."}],"related_signals":[{"id":"9c2bf9a4-d1d1-40d5-82e6-f8f753666e51","url":"https://onlylabs.fyi/signals/9c2bf9a4-d1d1-40d5-82e6-f8f753666e51","source_url":"https://github.com/NVIDIA/srt-slurm-recipes","title":"NVIDIA/srt-slurm-recipes","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-06T16:27:18+00:00","first_seen_at":"2026-06-09T07:00:17.261926+00:00","date_source":"source"},{"id":"69994713-c7b8-497a-9632-f22a985e3ab2","url":"https://onlylabs.fyi/signals/69994713-c7b8-497a-9632-f22a985e3ab2","source_url":"https://github.com/NVIDIA/instant-nurec","title":"NVIDIA/instant-nurec","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-22T18:08:59+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"8e495175-9ea0-4970-8f0c-bce8e6eeddbb","url":"https://onlylabs.fyi/signals/8e495175-9ea0-4970-8f0c-bce8e6eeddbb","source_url":"https://github.com/NVIDIA/nv-config-manager","title":"NVIDIA/nv-config-manager","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-21T20:26:37+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"20d352e8-82e7-477b-8bdf-923812420180","url":"https://onlylabs.fyi/signals/20d352e8-82e7-477b-8bdf-923812420180","source_url":"https://github.com/NVIDIA/nurec-skills","title":"NVIDIA/nurec-skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-20T18:40:04+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"9ea31493-953e-4b1e-bdf1-e116d282f650","url":"https://onlylabs.fyi/signals/9ea31493-953e-4b1e-bdf1-e116d282f650","source_url":"https://github.com/NVIDIA/cosmos-framework","title":"NVIDIA/cosmos-framework","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-19T16:27:26+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"6d0e432a-4b75-4cda-880e-54189f717d5b","url":"https://onlylabs.fyi/signals/6d0e432a-4b75-4cda-880e-54189f717d5b","source_url":"https://github.com/NVIDIA/harmonizer","title":"NVIDIA/harmonizer","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-19T15:39:32+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"}]}