{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/NeMo-Retriever 25.9.0","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/4cde9c4f-1cab-491d-b29b-510307029eba","json_url":"https://onlylabs.fyi/signals/4cde9c4f-1cab-491d-b29b-510307029eba/signal.json","generated_at":"2026-06-11T03:42:51.101003+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/4cde9c4f-1cab-491d-b29b-510307029eba","signal_json":"https://onlylabs.fyi/signals/4cde9c4f-1cab-491d-b29b-510307029eba/signal.json","source":"https://github.com/NVIDIA/NeMo-Retriever/releases/tag/25.9.0","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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"NVIDIA published NVIDIA/NeMo-Retriever 25.9.0 (NVIDIA/NeMo-Retriever). This release signal is evidence of what shipped, changed, or was packaged for users. 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lab","source":"signal"}],"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/releases/tag/25.9.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:42:51.101003+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/4cde9c4f-1cab-491d-b29b-510307029eba/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":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/4cde9c4f-1cab-491d-b29b-510307029eba/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/NeMo-Retriever/releases/tag/25.9.0","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":"https://onlylabs.fyi/topics/releases/signals.json","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 release signal \"NVIDIA/NeMo-Retriever 25.9.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/NeMo-Retriever 25.9.0","text":"NVIDIA released NVIDIA/NeMo-Retriever 25.9.0."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"is classified as","object":"release signal","text":"NVIDIA/NeMo-Retriever 25.9.0 is classified as release signal."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"belongs to","object":"releases desk","text":"NVIDIA/NeMo-Retriever 25.9.0 belongs to releases desk."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"has context","object":"NVIDIA/NeMo-Retriever","text":"NVIDIA/NeMo-Retriever 25.9.0 has context NVIDIA/NeMo-Retriever."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/NeMo-Retriever 25.9.0 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"has captured page count","object":"1","text":"NVIDIA/NeMo-Retriever 25.9.0 has captured page count 1."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"has readable page count","object":"1","text":"NVIDIA/NeMo-Retriever 25.9.0 has readable page count 1."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"has related signal count","object":"6","text":"NVIDIA/NeMo-Retriever 25.9.0 has related signal count 6."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"NVIDIA/NeMo-Retriever 25.9.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"has source host","object":"github.com","text":"NVIDIA/NeMo-Retriever 25.9.0 has source host github.com."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/NeMo-Retriever 25.9.0 has lab NVIDIA."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"has signal desk","object":"releases","text":"NVIDIA/NeMo-Retriever 25.9.0 has signal desk releases."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"has source host","object":"github.com","text":"NVIDIA/NeMo-Retriever 25.9.0 has source host github.com."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"has repository","object":"NVIDIA/NeMo-Retriever","text":"NVIDIA/NeMo-Retriever 25.9.0 has repository NVIDIA/NeMo-Retriever."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"has release","object":"Release 25.9.0","text":"NVIDIA/NeMo-Retriever 25.9.0 has release Release 25.9.0."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"has notability","object":"Notable release from major AI lab","text":"NVIDIA/NeMo-Retriever 25.9.0 has notability Notable release from major AI lab."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published NVIDIA/NeMo-Retriever 25.9.0 (NVIDIA/NeMo-Retriever). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Notable release from major AI lab · Release 25.9.0 Repository: NVIDIA/NeMo-Retriever Tag: 25.9.0 Published: 2025-09-17T18:17:04Z Prerelease: no Release notes: The NeMo Retriever extraction 25.09 release.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/NeMo-Retriever 25.9.0","text":"NVIDIA released NVIDIA/NeMo-Retriever 25.9.0."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"is classified as","object":"release signal","text":"NVIDIA/NeMo-Retriever 25.9.0 is classified as release signal."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"belongs to","object":"releases desk","text":"NVIDIA/NeMo-Retriever 25.9.0 belongs to releases desk."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"has context","object":"NVIDIA/NeMo-Retriever","text":"NVIDIA/NeMo-Retriever 25.9.0 has context NVIDIA/NeMo-Retriever."},{"subject":"NVIDIA/NeMo-Retriever 25.9.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/NeMo-Retriever 25.9.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"4cde9c4f-1cab-491d-b29b-510307029eba","url":"https://onlylabs.fyi/signals/4cde9c4f-1cab-491d-b29b-510307029eba","json_url":"https://onlylabs.fyi/signals/4cde9c4f-1cab-491d-b29b-510307029eba/signal.json","source_url":"https://github.com/NVIDIA/NeMo-Retriever/releases/tag/25.9.0","title":"NVIDIA/NeMo-Retriever 25.9.0","summary":"NVIDIA published release notes. onlylabs watches releases for what actually shipped.","context":"NVIDIA/NeMo-Retriever","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2025-09-17T18:17:04+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/releases/tag/25.9.0"]},"facets":{"repo":"NVIDIA/NeMo-Retriever"},"traction":{"github_stars":null,"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-Retriever/releases/tag/25.9.0","final_url":"https://github.com/NVIDIA/NeMo-Retriever/releases/tag/25.9.0","title":"NVIDIA/NeMo-Retriever 25.9.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:42:51.101003+00:00","bytes":4865,"raw_path":"943d355c0090040224484284539fc2b17f5b4cb2f4a5afbb32090807b63ae23d.json","content_hash":"827741d5e3b7a620039e08b1e4b543f71000f9377371fc70a3e1a86f6cc6c2d3","excerpt_chars":1200,"truncated":true,"excerpt":"Release 25.9.0 Repository: NVIDIA/NeMo-Retriever Tag: 25.9.0 Published: 2025-09-17T18:17:04Z Prerelease: no Release notes: The NeMo Retriever extraction 25.09 release adds new hardware and software support, and other improvements, including the following: - Add functional support for [RTX Pro 6000](https://www.nvidia.com/en-us/products/workstations/professional-desktop-gpus/rtx-pro-6000/). - Add functional support for [DGX B200](https://www.nvidia.com/en-us/data-center/dgx-b200/). - Add support for [nemoretriever-ocr-v1](https://build.nvidia.com/nvidia/nemoretriever-ocr-v1). For details, refer to [Deploy With Docker Compose (Self-Hosted)](https://docs.nvidia.com/nemo/retriever/latest/extraction/quickstart-guide/) and [NV-Ingest Helm Charts](https://github.com/nkmcalli/nv-ingest/tree/main/helm). - Add support for [llama-3.2-nemoretriever-1b-vlm-embed-v1](https://build.nvidia.com/nvidia/llama-3_2-nemoretriever-1b-vlm-embed-v1). - Add support for Llama Nemotron VLM 8b NIM for image captioning. For details, refer to [Extract Captions from Images](https://docs.nvidia.com/nemo/retriever/latest/extraction/nv-ingest-python-api/#extract-captions-from-images). - Add support for custom..."},"evidence_pages":[{"url":"https://github.com/NVIDIA/NeMo-Retriever/releases/tag/25.9.0","final_url":"https://github.com/NVIDIA/NeMo-Retriever/releases/tag/25.9.0","title":"NVIDIA/NeMo-Retriever 25.9.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:42:51.101003+00:00","bytes":4865,"raw_path":"943d355c0090040224484284539fc2b17f5b4cb2f4a5afbb32090807b63ae23d.json","content_hash":"827741d5e3b7a620039e08b1e4b543f71000f9377371fc70a3e1a86f6cc6c2d3","excerpt_chars":1200,"truncated":true,"excerpt":"Release 25.9.0 Repository: NVIDIA/NeMo-Retriever Tag: 25.9.0 Published: 2025-09-17T18:17:04Z Prerelease: no Release notes: The NeMo Retriever extraction 25.09 release adds new hardware and software support, and other improvements, including the following: - Add functional support for [RTX Pro 6000](https://www.nvidia.com/en-us/products/workstations/professional-desktop-gpus/rtx-pro-6000/). - Add functional support for [DGX B200](https://www.nvidia.com/en-us/data-center/dgx-b200/). - Add support for [nemoretriever-ocr-v1](https://build.nvidia.com/nvidia/nemoretriever-ocr-v1). For details, refer to [Deploy With Docker Compose (Self-Hosted)](https://docs.nvidia.com/nemo/retriever/latest/extraction/quickstart-guide/) and [NV-Ingest Helm Charts](https://github.com/nkmcalli/nv-ingest/tree/main/helm). - Add support for [llama-3.2-nemoretriever-1b-vlm-embed-v1](https://build.nvidia.com/nvidia/llama-3_2-nemoretriever-1b-vlm-embed-v1). - Add support for Llama Nemotron VLM 8b NIM for image captioning. For details, refer to [Extract Captions from Images](https://docs.nvidia.com/nemo/retriever/latest/extraction/nv-ingest-python-api/#extract-captions-from-images). - Add support for custom..."}],"related_signals":[{"id":"45f4cdf4-5665-44fd-b290-c27312411e95","url":"https://onlylabs.fyi/signals/45f4cdf4-5665-44fd-b290-c27312411e95","source_url":"https://github.com/NVIDIA/open-nvdebug/releases/tag/nvdebug-v2.1.0-release","title":"NVIDIA/open-nvdebug nvdebug-v2.1.0-release","context":"NVIDIA/open-nvdebug","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-11T05:57:30+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"25a9df96-2996-450c-a19b-ac955b7e77b7","url":"https://onlylabs.fyi/signals/25a9df96-2996-450c-a19b-ac955b7e77b7","source_url":"https://github.com/NVIDIA/open-nvdebug/releases/tag/nvdebug-v2.0.0","title":"NVIDIA/open-nvdebug nvdebug-v2.0.0","context":"NVIDIA/open-nvdebug","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-11T05:55:39+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"837ce80c-4bdb-48fc-947b-8842ace3a199","url":"https://onlylabs.fyi/signals/837ce80c-4bdb-48fc-947b-8842ace3a199","source_url":"https://github.com/NVIDIA/nv-rms-client/releases/tag/v0.9.0-mts-rc02","title":"NVIDIA/nv-rms-client v0.9.0-mts-rc02","context":"NVIDIA/nv-rms-client","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-11T05:19:43+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"1f40b37a-1570-4da9-b4ed-a722da3acd28","url":"https://onlylabs.fyi/signals/1f40b37a-1570-4da9-b4ed-a722da3acd28","source_url":"https://github.com/NVIDIA/cudnn-frontend/releases/tag/v1.25.0","title":"NVIDIA/cudnn-frontend v1.25.0","context":"NVIDIA/cudnn-frontend","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-10T21:11:51+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"c5fe1a74-96b4-4f19-a620-d1b63758cdcb","url":"https://onlylabs.fyi/signals/c5fe1a74-96b4-4f19-a620-d1b63758cdcb","source_url":"https://github.com/NVIDIA/nv-rms-client/releases/tag/v0.9.0-mts-rc01","title":"NVIDIA/nv-rms-client v0.9.0-mts-rc01","context":"NVIDIA/nv-rms-client","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-10T19:02:10+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"565de597-ad94-49ff-91ef-632e549ba88d","url":"https://onlylabs.fyi/signals/565de597-ad94-49ff-91ef-632e549ba88d","source_url":"https://github.com/NVIDIA/elements/releases/tag/%40nvidia-elements/styles-v2.0.2","title":"NVIDIA/elements @nvidia-elements/styles-v2.0.2","context":"NVIDIA/elements","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-10T18:51:17+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"}]}