{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Repo: NVIDIA/NeMo-Retriever","description":"NVIDIA repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/0c9154f6-9b2f-488a-8777-ae62829adb73","json_url":"https://onlylabs.fyi/signals/0c9154f6-9b2f-488a-8777-ae62829adb73/signal.json","generated_at":"2026-06-11T03:56:01.50501+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/0c9154f6-9b2f-488a-8777-ae62829adb73","signal_json":"https://onlylabs.fyi/signals/0c9154f6-9b2f-488a-8777-ae62829adb73/signal.json","source":"https://github.com/NVIDIA/NeMo-Retriever","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":{"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":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"}]}},"answer_pack":{"answer":"NVIDIA published NVIDIA/NeMo-Retriever (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-Retriever · language Python · Notable research repo from NVIDIA with good traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/NVIDIA/NeMo-Retriever","source_host":"github.com","occurred_at":"2024-08-22T16:09:05+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-Retriever","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"2,935","source":"traction"},{"label":"Notability","value":"Notable research repo from NVIDIA with good traction.","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Matched term","value":"data","source":"radar"},{"label":"Watch term","value":"Data pipeline","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-Retriever"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:56:01.50501+00:00"},"data_business":{"matches":true,"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"}],"matched_terms":["data"],"score":14,"reason":"NVIDIA has a repo signal matching data demand."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/0c9154f6-9b2f-488a-8777-ae62829adb73/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":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"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?","Which data-business lane explains this signal: Data demand?","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/0c9154f6-9b2f-488a-8777-ae62829adb73/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/NeMo-Retriever","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":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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-Retriever\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/NeMo-Retriever","text":"NVIDIA published repo NVIDIA/NeMo-Retriever."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"is classified as","object":"repo signal","text":"NVIDIA/NeMo-Retriever is classified as repo signal."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"belongs to","object":"repos desk","text":"NVIDIA/NeMo-Retriever belongs to repos desk."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"has context","object":"Python","text":"NVIDIA/NeMo-Retriever has context Python."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/NeMo-Retriever has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"matches data-business lanes","object":"Data demand","text":"NVIDIA/NeMo-Retriever matches data-business lanes Data demand."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"has captured page count","object":"1","text":"NVIDIA/NeMo-Retriever has captured page count 1."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"has readable page count","object":"1","text":"NVIDIA/NeMo-Retriever has readable page count 1."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"has related signal count","object":"6","text":"NVIDIA/NeMo-Retriever has related signal count 6."},{"subject":"NVIDIA/NeMo-Retriever","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-Retriever 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-Retriever","predicate":"has source host","object":"github.com","text":"NVIDIA/NeMo-Retriever has source host github.com."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/NeMo-Retriever has lab NVIDIA."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"has signal desk","object":"repos","text":"NVIDIA/NeMo-Retriever has signal desk repos."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"has source host","object":"github.com","text":"NVIDIA/NeMo-Retriever has source host github.com."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"has repository","object":"NVIDIA/NeMo-Retriever","text":"NVIDIA/NeMo-Retriever has repository NVIDIA/NeMo-Retriever."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"has language","object":"Python","text":"NVIDIA/NeMo-Retriever has language Python."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"has stars","object":"2,935","text":"NVIDIA/NeMo-Retriever has stars 2,935."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"has notability","object":"Notable research repo from NVIDIA with good traction.","text":"NVIDIA/NeMo-Retriever has notability Notable research repo from NVIDIA with good traction.."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"has radar lane","object":"Data demand","text":"NVIDIA/NeMo-Retriever has radar lane Data demand."}]},"intelligence":{"signal_desk":"repos","answer":"NVIDIA published NVIDIA/NeMo-Retriever (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-Retriever · language Python · Notable research repo from NVIDIA with good traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand in the data-business radar.","semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/NeMo-Retriever","text":"NVIDIA published repo NVIDIA/NeMo-Retriever."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"is classified as","object":"repo signal","text":"NVIDIA/NeMo-Retriever is classified as repo signal."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"belongs to","object":"repos desk","text":"NVIDIA/NeMo-Retriever belongs to repos desk."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"has context","object":"Python","text":"NVIDIA/NeMo-Retriever has context Python."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/NeMo-Retriever has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/NeMo-Retriever","predicate":"matches data-business lanes","object":"Data demand","text":"NVIDIA/NeMo-Retriever matches data-business lanes Data demand."}]},"signal":{"id":"0c9154f6-9b2f-488a-8777-ae62829adb73","url":"https://onlylabs.fyi/signals/0c9154f6-9b2f-488a-8777-ae62829adb73","json_url":"https://onlylabs.fyi/signals/0c9154f6-9b2f-488a-8777-ae62829adb73/signal.json","source_url":"https://github.com/NVIDIA/NeMo-Retriever","title":"NVIDIA/NeMo-Retriever","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":"2024-08-22T16:09:05+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-Retriever"]},"facets":{"repo":"NVIDIA/NeMo-Retriever","language":"Python"},"traction":{"github_stars":2935,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"}],"score":14,"matched_terms":["data"],"reason":"NVIDIA has a repo signal matching data demand."}},"primary_evidence_page":{"url":"https://github.com/NVIDIA/NeMo-Retriever","final_url":"https://github.com/NVIDIA/NeMo-Retriever","title":"NVIDIA/NeMo-Retriever repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:01.50501+00:00","bytes":21990,"raw_path":"1a4a12fb096f061a8ba161eecc70e8c217ae3a1e66d9de2e14a8f6aebc9b9a51.json","content_hash":"c347ea2982b5e5c5ae55eacd63b83c0321a5ba8d9f99b6bf11eb324911d85a56","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/NeMo-Retriever Description: NeMo Retriever Library is a scalable, performance-oriented document content and metadata extraction microservice. NeMo Retriever Library uses specialized NVIDIA NIM microservices to find, contextualize, and extract text, tables, charts and images that you can use in downstream generative applications. Language: Python License: Apache-2.0 Stars: 2935 Forks: 324 Open issues: 194 Created: 2024-08-22T16:09:05Z Pushed: 2026-06-11T00:03:57Z Default branch: main Fork: no Archived: no README: <!-- SPDX-FileCopyrightText: Copyright (c) 2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved. SPDX-License-Identifier: Apache-2.0 --> **Important: The default branch is main, which tracks active development and may be ahead of the latest supported release.** For the latest supported release, use the [26.05 branch](https://github.com/NVIDIA/NeMo-Retriever/tree/26.05) (GA PyPI and Helm chart version `26.5.0`). The previous stable line is [26.03](https://github.com/NVIDIA/NeMo-Retriever/tree/26.03). See the corresponding [NeMo Retriever Library documentation](https://docs.nvidia.com/nemo/retriever/latest/extraction/overview/). NeMo Retriever Library NeMo..."},"evidence_pages":[{"url":"https://github.com/NVIDIA/NeMo-Retriever","final_url":"https://github.com/NVIDIA/NeMo-Retriever","title":"NVIDIA/NeMo-Retriever repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:01.50501+00:00","bytes":21990,"raw_path":"1a4a12fb096f061a8ba161eecc70e8c217ae3a1e66d9de2e14a8f6aebc9b9a51.json","content_hash":"c347ea2982b5e5c5ae55eacd63b83c0321a5ba8d9f99b6bf11eb324911d85a56","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/NeMo-Retriever Description: NeMo Retriever Library is a scalable, performance-oriented document content and metadata extraction microservice. NeMo Retriever Library uses specialized NVIDIA NIM microservices to find, contextualize, and extract text, tables, charts and images that you can use in downstream generative applications. Language: Python License: Apache-2.0 Stars: 2935 Forks: 324 Open issues: 194 Created: 2024-08-22T16:09:05Z Pushed: 2026-06-11T00:03:57Z Default branch: main Fork: no Archived: no README: <!-- SPDX-FileCopyrightText: Copyright (c) 2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved. SPDX-License-Identifier: Apache-2.0 --> **Important: The default branch is main, which tracks active development and may be ahead of the latest supported release.** For the latest supported release, use the [26.05 branch](https://github.com/NVIDIA/NeMo-Retriever/tree/26.05) (GA PyPI and Helm chart version `26.5.0`). The previous stable line is [26.03](https://github.com/NVIDIA/NeMo-Retriever/tree/26.03). See the corresponding [NeMo Retriever Library documentation](https://docs.nvidia.com/nemo/retriever/latest/extraction/overview/). NeMo Retriever Library NeMo..."}],"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"}]}