{"schema_version":"onlylabs.public_signal.v1","title":"SiliconFlow Repo: siliconflow/BizyAir","description":"SiliconFlow repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/4fde3722-f241-4ec9-83b5-89d45b48730e","json_url":"https://onlylabs.fyi/signals/4fde3722-f241-4ec9-83b5-89d45b48730e/signal.json","generated_at":"2026-06-11T04:08:56.446762+00:00","org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/siliconflow","dossier_json_url":"https://onlylabs.fyi/labs/siliconflow/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/4fde3722-f241-4ec9-83b5-89d45b48730e","signal_json":"https://onlylabs.fyi/signals/4fde3722-f241-4ec9-83b5-89d45b48730e/signal.json","source":"https://github.com/siliconflow/BizyAir","lab_dossier":"https://onlylabs.fyi/labs/siliconflow","lab_dossier_json":"https://onlylabs.fyi/labs/siliconflow/dossier.json","analysis":"https://onlylabs.fyi/analysis/siliconflow","analysis_json":"https://onlylabs.fyi/analysis/siliconflow/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/siliconflow/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"SiliconFlow published siliconflow/BizyAir (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo siliconflow/BizyAir · 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/siliconflow/BizyAir","source_host":"github.com","occurred_at":"2024-07-01T13:18:22+00:00","first_seen_at":"2026-06-05T22:32:18.320937+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"SiliconFlow","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"siliconflow/BizyAir","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"852","source":"traction"},{"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/siliconflow/BizyAir"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:08:56.446762+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/4fde3722-f241-4ec9-83b5-89d45b48730e/signal.json","dossier_json":"https://onlylabs.fyi/labs/siliconflow/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/siliconflow/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/siliconflow/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","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","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/4fde3722-f241-4ec9-83b5-89d45b48730e/signal.json","required":true},{"label":"source","url":"https://github.com/siliconflow/BizyAir","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/siliconflow/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/siliconflow/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 SiliconFlow's repo signal \"siliconflow/BizyAir\" for neocloud strategy."},"semantic_triples":[{"subject":"SiliconFlow","predicate":"published repo","object":"siliconflow/BizyAir","text":"SiliconFlow published repo siliconflow/BizyAir."},{"subject":"siliconflow/BizyAir","predicate":"is classified as","object":"repo signal","text":"siliconflow/BizyAir is classified as repo signal."},{"subject":"siliconflow/BizyAir","predicate":"belongs to","object":"repos desk","text":"siliconflow/BizyAir belongs to repos desk."},{"subject":"siliconflow/BizyAir","predicate":"has context","object":"Python","text":"siliconflow/BizyAir has context Python."},{"subject":"siliconflow/BizyAir","predicate":"has evidence coverage","object":"1 captured evidence page","text":"siliconflow/BizyAir has evidence coverage 1 captured evidence page."},{"subject":"siliconflow/BizyAir","predicate":"has captured page count","object":"1","text":"siliconflow/BizyAir has captured page count 1."},{"subject":"siliconflow/BizyAir","predicate":"has readable page count","object":"1","text":"siliconflow/BizyAir has readable page count 1."},{"subject":"siliconflow/BizyAir","predicate":"has related signal count","object":"6","text":"siliconflow/BizyAir has related signal count 6."},{"subject":"siliconflow/BizyAir","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":"siliconflow/BizyAir 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":"siliconflow/BizyAir","predicate":"has source host","object":"github.com","text":"siliconflow/BizyAir has source host github.com."},{"subject":"siliconflow/BizyAir","predicate":"has lab","object":"SiliconFlow","text":"siliconflow/BizyAir has lab SiliconFlow."},{"subject":"siliconflow/BizyAir","predicate":"has signal desk","object":"repos","text":"siliconflow/BizyAir has signal desk repos."},{"subject":"siliconflow/BizyAir","predicate":"has source host","object":"github.com","text":"siliconflow/BizyAir has source host github.com."},{"subject":"siliconflow/BizyAir","predicate":"has repository","object":"siliconflow/BizyAir","text":"siliconflow/BizyAir has repository siliconflow/BizyAir."},{"subject":"siliconflow/BizyAir","predicate":"has language","object":"Python","text":"siliconflow/BizyAir has language Python."},{"subject":"siliconflow/BizyAir","predicate":"has stars","object":"852","text":"siliconflow/BizyAir has stars 852."},{"subject":"siliconflow/BizyAir","predicate":"has watch term","object":"Agents and tool use","text":"siliconflow/BizyAir has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"SiliconFlow published siliconflow/BizyAir (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo siliconflow/BizyAir · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"SiliconFlow","predicate":"published repo","object":"siliconflow/BizyAir","text":"SiliconFlow published repo siliconflow/BizyAir."},{"subject":"siliconflow/BizyAir","predicate":"is classified as","object":"repo signal","text":"siliconflow/BizyAir is classified as repo signal."},{"subject":"siliconflow/BizyAir","predicate":"belongs to","object":"repos desk","text":"siliconflow/BizyAir belongs to repos desk."},{"subject":"siliconflow/BizyAir","predicate":"has context","object":"Python","text":"siliconflow/BizyAir has context Python."},{"subject":"siliconflow/BizyAir","predicate":"has evidence coverage","object":"1 captured evidence page","text":"siliconflow/BizyAir has evidence coverage 1 captured evidence page."}]},"signal":{"id":"4fde3722-f241-4ec9-83b5-89d45b48730e","url":"https://onlylabs.fyi/signals/4fde3722-f241-4ec9-83b5-89d45b48730e","json_url":"https://onlylabs.fyi/signals/4fde3722-f241-4ec9-83b5-89d45b48730e/signal.json","source_url":"https://github.com/siliconflow/BizyAir","title":"siliconflow/BizyAir","summary":"SiliconFlow 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":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2024-07-01T13:18:22+00:00","first_seen_at":"2026-06-05T22:32:18.320937+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/siliconflow/BizyAir"]},"facets":{"repo":"siliconflow/BizyAir","language":"Python"},"traction":{"github_stars":852,"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/siliconflow/BizyAir","final_url":"https://github.com/siliconflow/BizyAir","title":"siliconflow/BizyAir repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:56.446762+00:00","bytes":15688,"raw_path":"36a3c2012a20d8604db8f9ac13c39b765865e4cda7ae4bd292c6d5795f50ad84.json","content_hash":"c7f8758c4c98284405f98af54cd096d2ff6eae0b601d1489951bb82e3023fbfd","excerpt_chars":1200,"truncated":true,"excerpt":"siliconflow/BizyAir Description: BizyAir: Comfy Nodes that can run in any environment. Language: Python License: MIT Stars: 851 Forks: 54 Open issues: 45 Created: 2024-07-01T13:18:22Z Pushed: 2025-09-24T10:15:54Z Default branch: master Fork: no Archived: no README: BizyAir - [2025/07/02] 🌩️ BizyAir releases BizyBot which helps ComfyUI to edit image by text. - [2025/06/27] 🌩️ BizyAir supports FLUX Kontext dev model. - [2025/06/24] 🌩️ BizyAir supports nunchaku FLUX fill model. - [2025/06/23] 🌩️ BizyAir supports Hunyuan3D 2.1 shape mesh. - [2025/06/10] 🌩️ BizyAir supports nunchaku FLUX PulID. - [2025/06/05] 🌩️ BizyAir supports Joycaption beta one (Joycaption3). - [2025/05/30] 🌩️ BizyAir supports Wan2.1 I2V and Wan LoRAs. - [2025/04/24] 🌩️ BizyAir introduces new billing functionality. - [2025/03/12] 🌩️ BizyAir adds BizyBot - [2025/03/06] 🌩️ BizyAir supports cogview4 6b. - [2025/02/27] 🌩️ BizyAir supports wan_t2v_1.3b. - [2025/02/23] 🌩️ BizyAir supports Joycaption. - [2025/01/28] 🌩️ BizyAir supports Janus Pro. - [2025/01/24] 🌩️ BizyAir add trellis nodes. - [2025/01/09] 🌩️ BizyAir supports Shuttle 3.1 Aesthetic. [Shuttle 3.1..."},"evidence_pages":[{"url":"https://github.com/siliconflow/BizyAir","final_url":"https://github.com/siliconflow/BizyAir","title":"siliconflow/BizyAir repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:56.446762+00:00","bytes":15688,"raw_path":"36a3c2012a20d8604db8f9ac13c39b765865e4cda7ae4bd292c6d5795f50ad84.json","content_hash":"c7f8758c4c98284405f98af54cd096d2ff6eae0b601d1489951bb82e3023fbfd","excerpt_chars":1200,"truncated":true,"excerpt":"siliconflow/BizyAir Description: BizyAir: Comfy Nodes that can run in any environment. Language: Python License: MIT Stars: 851 Forks: 54 Open issues: 45 Created: 2024-07-01T13:18:22Z Pushed: 2025-09-24T10:15:54Z Default branch: master Fork: no Archived: no README: BizyAir - [2025/07/02] 🌩️ BizyAir releases BizyBot which helps ComfyUI to edit image by text. - [2025/06/27] 🌩️ BizyAir supports FLUX Kontext dev model. - [2025/06/24] 🌩️ BizyAir supports nunchaku FLUX fill model. - [2025/06/23] 🌩️ BizyAir supports Hunyuan3D 2.1 shape mesh. - [2025/06/10] 🌩️ BizyAir supports nunchaku FLUX PulID. - [2025/06/05] 🌩️ BizyAir supports Joycaption beta one (Joycaption3). - [2025/05/30] 🌩️ BizyAir supports Wan2.1 I2V and Wan LoRAs. - [2025/04/24] 🌩️ BizyAir introduces new billing functionality. - [2025/03/12] 🌩️ BizyAir adds BizyBot - [2025/03/06] 🌩️ BizyAir supports cogview4 6b. - [2025/02/27] 🌩️ BizyAir supports wan_t2v_1.3b. - [2025/02/23] 🌩️ BizyAir supports Joycaption. - [2025/01/28] 🌩️ BizyAir supports Janus Pro. - [2025/01/24] 🌩️ BizyAir add trellis nodes. - [2025/01/09] 🌩️ BizyAir supports Shuttle 3.1 Aesthetic. 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