{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/Serving v0.7.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/14e2644a-7f4a-4165-b891-b38753dfadd5","json_url":"https://onlylabs.fyi/signals/14e2644a-7f4a-4165-b891-b38753dfadd5/signal.json","generated_at":"2026-06-11T03:45:51.90639+00:00","org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/baidu","dossier_json_url":"https://onlylabs.fyi/labs/baidu/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/14e2644a-7f4a-4165-b891-b38753dfadd5","signal_json":"https://onlylabs.fyi/signals/14e2644a-7f4a-4165-b891-b38753dfadd5/signal.json","source":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.7.0","lab_dossier":"https://onlylabs.fyi/labs/baidu","lab_dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis":"https://onlylabs.fyi/analysis/baidu","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/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":"Baidu (ERNIE) published PaddlePaddle/Serving v0.7.0 (PaddlePaddle/Serving). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Release v0.7.0 Repository: PaddlePaddle/Serving Tag: v0.7.0 Published: 2021-11-16T15:02:53Z Prerelease: no Release notes: 新特性 - 集成Intel MKLDNN加速推理 #1264，#1266, #1277 -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.7.0","source_host":"github.com","occurred_at":"2021-11-16T15:02:53+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/Serving"},"context_markers":[{"label":"Lab","value":"Baidu (ERNIE)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"PaddlePaddle/Serving","source":"source"},{"label":"Release","value":"Release v0.7.0","source":"source"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","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/PaddlePaddle/Serving/releases/tag/v0.7.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:51.90639+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/14e2644a-7f4a-4165-b891-b38753dfadd5/signal.json","dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/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/14e2644a-7f4a-4165-b891-b38753dfadd5/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.7.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/baidu/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/baidu/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 Baidu (ERNIE)'s release signal \"PaddlePaddle/Serving v0.7.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/Serving v0.7.0","text":"Baidu (ERNIE) released PaddlePaddle/Serving v0.7.0."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/Serving v0.7.0 is classified as release signal."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/Serving v0.7.0 belongs to releases desk."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"has context","object":"PaddlePaddle/Serving","text":"PaddlePaddle/Serving v0.7.0 has context PaddlePaddle/Serving."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/Serving v0.7.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/Serving v0.7.0 has captured page count 1."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/Serving v0.7.0 has readable page count 1."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/Serving v0.7.0 has related signal count 6."},{"subject":"PaddlePaddle/Serving v0.7.0","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":"PaddlePaddle/Serving v0.7.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/Serving v0.7.0 has source host github.com."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/Serving v0.7.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/Serving v0.7.0 has signal desk releases."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/Serving v0.7.0 has source host github.com."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"has repository","object":"PaddlePaddle/Serving","text":"PaddlePaddle/Serving v0.7.0 has repository PaddlePaddle/Serving."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"has release","object":"Release v0.7.0","text":"PaddlePaddle/Serving v0.7.0 has release Release v0.7.0."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"has watch term","object":"Eval methodology","text":"PaddlePaddle/Serving v0.7.0 has watch term Eval methodology."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/Serving v0.7.0 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/Serving v0.7.0 (PaddlePaddle/Serving). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Release v0.7.0 Repository: PaddlePaddle/Serving Tag: v0.7.0 Published: 2021-11-16T15:02:53Z Prerelease: no Release notes: 新特性 - 集成Intel MKLDNN加速推理 #1264，#1266, #1277 -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/Serving v0.7.0","text":"Baidu (ERNIE) released PaddlePaddle/Serving v0.7.0."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/Serving v0.7.0 is classified as release signal."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/Serving v0.7.0 belongs to releases desk."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"has context","object":"PaddlePaddle/Serving","text":"PaddlePaddle/Serving v0.7.0 has context PaddlePaddle/Serving."},{"subject":"PaddlePaddle/Serving v0.7.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/Serving v0.7.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"14e2644a-7f4a-4165-b891-b38753dfadd5","url":"https://onlylabs.fyi/signals/14e2644a-7f4a-4165-b891-b38753dfadd5","json_url":"https://onlylabs.fyi/signals/14e2644a-7f4a-4165-b891-b38753dfadd5/signal.json","source_url":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.7.0","title":"PaddlePaddle/Serving v0.7.0","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/Serving","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2021-11-16T15:02:53+00:00","first_seen_at":"2026-06-05T20:58:47.85163+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/PaddlePaddle/Serving/releases/tag/v0.7.0"]},"facets":{"repo":"PaddlePaddle/Serving"},"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/PaddlePaddle/Serving/releases/tag/v0.7.0","final_url":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.7.0","title":"PaddlePaddle/Serving v0.7.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:51.90639+00:00","bytes":8406,"raw_path":"22e3df45434f25ef890d0d599a6946ca443932c674ece376ecb82e9ccd261f8d.json","content_hash":"19a4461db7551f44860fde9d02d66821a29cba45f4e0b910e91f041e3024f7cd","excerpt_chars":1200,"truncated":true,"excerpt":"Release v0.7.0 Repository: PaddlePaddle/Serving Tag: v0.7.0 Published: 2021-11-16T15:02:53Z Prerelease: no Release notes: 新特性 - 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删除multi-lang相关代码 #1321 文档和示例变更 - 修改Doc目录结构，新增子目录 #1473,..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.7.0","final_url":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.7.0","title":"PaddlePaddle/Serving v0.7.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:51.90639+00:00","bytes":8406,"raw_path":"22e3df45434f25ef890d0d599a6946ca443932c674ece376ecb82e9ccd261f8d.json","content_hash":"19a4461db7551f44860fde9d02d66821a29cba45f4e0b910e91f041e3024f7cd","excerpt_chars":1200,"truncated":true,"excerpt":"Release v0.7.0 Repository: PaddlePaddle/Serving Tag: v0.7.0 Published: 2021-11-16T15:02:53Z Prerelease: no Release notes: 新特性 - 集成Intel MKLDNN加速推理 #1264，#1266, #1277 - C++ Serving支持HTTP 请求 #1321 - C++ Serving支持gPRC 和HTTP + Proto请求 #1345 - 新增C++ Client SDK #1370 性能优化 - C++ Serving优化Pybind传递数据方法 #1268, #1269 - C++ Serving增加GPU多流、异步任务队列，删除冗余加锁 #1289 - C++ Serving WebServer使用连接池和数据压缩 #1348 - 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