{"schema_version":"onlylabs.public_signal.v1","title":"Zhipu AI (GLM) Model: zai-org/WebVIA-Agent","description":"Zhipu AI (GLM) model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/8c77f8d3-0796-4cbd-9363-14cd0e1a7c64","json_url":"https://onlylabs.fyi/signals/8c77f8d3-0796-4cbd-9363-14cd0e1a7c64/signal.json","generated_at":"2026-06-11T01:33:27.518636+00:00","org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/zhipu","dossier_json_url":"https://onlylabs.fyi/labs/zhipu/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/8c77f8d3-0796-4cbd-9363-14cd0e1a7c64","signal_json":"https://onlylabs.fyi/signals/8c77f8d3-0796-4cbd-9363-14cd0e1a7c64/signal.json","source":"https://huggingface.co/zai-org/WebVIA-Agent","lab_dossier":"https://onlylabs.fyi/labs/zhipu","lab_dossier_json":"https://onlylabs.fyi/labs/zhipu/dossier.json","analysis":"https://onlylabs.fyi/analysis/zhipu","analysis_json":"https://onlylabs.fyi/analysis/zhipu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/zhipu/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":"Zhipu AI (GLM) published zai-org/WebVIA-Agent. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license mit · 92 HF downloads · Low traction model release by Zhipu. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/zai-org/WebVIA-Agent","source_host":"huggingface.co","occurred_at":"2025-11-12T04:39:14+00:00","first_seen_at":"2026-06-06T01:49:43.205485+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Zhipu AI (GLM)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"Task","value":"image-text-to-text","source":"model"},{"label":"License","value":"mit","source":"model"},{"label":"Library","value":"transformers","source":"model"},{"label":"Params","value":"10.3B","source":"model"},{"label":"Downloads","value":"92","source":"traction"},{"label":"Likes","value":"20","source":"traction"},{"label":"Notability","value":"Low traction model release by Zhipu","source":"signal"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Infrastructure","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://huggingface.co/zai-org/WebVIA-Agent/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T01:33:27.518636+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/8c77f8d3-0796-4cbd-9363-14cd0e1a7c64/signal.json","dossier_json":"https://onlylabs.fyi/labs/zhipu/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/zhipu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/zhipu/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 shipped in this model artifact, and what evidence describes its capability, license, or traction?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related model 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/8c77f8d3-0796-4cbd-9363-14cd0e1a7c64/signal.json","required":true},{"label":"source","url":"https://huggingface.co/zai-org/WebVIA-Agent","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/zhipu/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/zhipu/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 Zhipu AI (GLM)'s model signal \"zai-org/WebVIA-Agent\" for frontier lab strategy."},"semantic_triples":[{"subject":"Zhipu AI (GLM)","predicate":"published model","object":"zai-org/WebVIA-Agent","text":"Zhipu AI (GLM) published model zai-org/WebVIA-Agent."},{"subject":"zai-org/WebVIA-Agent","predicate":"is classified as","object":"model signal","text":"zai-org/WebVIA-Agent is classified as model signal."},{"subject":"zai-org/WebVIA-Agent","predicate":"belongs to","object":"releases desk","text":"zai-org/WebVIA-Agent belongs to releases desk."},{"subject":"zai-org/WebVIA-Agent","predicate":"has evidence coverage","object":"1 captured evidence page","text":"zai-org/WebVIA-Agent has evidence coverage 1 captured evidence page."},{"subject":"zai-org/WebVIA-Agent","predicate":"has captured page count","object":"1","text":"zai-org/WebVIA-Agent has captured page count 1."},{"subject":"zai-org/WebVIA-Agent","predicate":"has readable page count","object":"1","text":"zai-org/WebVIA-Agent has readable page count 1."},{"subject":"zai-org/WebVIA-Agent","predicate":"has related signal count","object":"6","text":"zai-org/WebVIA-Agent has related signal count 6."},{"subject":"zai-org/WebVIA-Agent","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":"zai-org/WebVIA-Agent has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"zai-org/WebVIA-Agent","predicate":"has source host","object":"huggingface.co","text":"zai-org/WebVIA-Agent has source host huggingface.co."},{"subject":"zai-org/WebVIA-Agent","predicate":"has lab","object":"Zhipu AI (GLM)","text":"zai-org/WebVIA-Agent has lab Zhipu AI (GLM)."},{"subject":"zai-org/WebVIA-Agent","predicate":"has signal desk","object":"releases","text":"zai-org/WebVIA-Agent has signal desk releases."},{"subject":"zai-org/WebVIA-Agent","predicate":"has source host","object":"huggingface.co","text":"zai-org/WebVIA-Agent has source host huggingface.co."},{"subject":"zai-org/WebVIA-Agent","predicate":"has task","object":"image-text-to-text","text":"zai-org/WebVIA-Agent has task image-text-to-text."},{"subject":"zai-org/WebVIA-Agent","predicate":"has license","object":"mit","text":"zai-org/WebVIA-Agent has license mit."},{"subject":"zai-org/WebVIA-Agent","predicate":"has library","object":"transformers","text":"zai-org/WebVIA-Agent has library transformers."},{"subject":"zai-org/WebVIA-Agent","predicate":"has params","object":"10.3B","text":"zai-org/WebVIA-Agent has params 10.3B."},{"subject":"zai-org/WebVIA-Agent","predicate":"has downloads","object":"92","text":"zai-org/WebVIA-Agent has downloads 92."}]},"intelligence":{"signal_desk":"releases","answer":"Zhipu AI (GLM) published zai-org/WebVIA-Agent. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license mit · 92 HF downloads · Low traction model release by Zhipu. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"Zhipu AI (GLM)","predicate":"published model","object":"zai-org/WebVIA-Agent","text":"Zhipu AI (GLM) published model zai-org/WebVIA-Agent."},{"subject":"zai-org/WebVIA-Agent","predicate":"is classified as","object":"model signal","text":"zai-org/WebVIA-Agent is classified as model signal."},{"subject":"zai-org/WebVIA-Agent","predicate":"belongs to","object":"releases desk","text":"zai-org/WebVIA-Agent belongs to releases desk."},{"subject":"zai-org/WebVIA-Agent","predicate":"has evidence coverage","object":"1 captured evidence page","text":"zai-org/WebVIA-Agent has evidence coverage 1 captured evidence page."}]},"signal":{"id":"8c77f8d3-0796-4cbd-9363-14cd0e1a7c64","url":"https://onlylabs.fyi/signals/8c77f8d3-0796-4cbd-9363-14cd0e1a7c64","json_url":"https://onlylabs.fyi/signals/8c77f8d3-0796-4cbd-9363-14cd0e1a7c64/signal.json","source_url":"https://huggingface.co/zai-org/WebVIA-Agent","title":"zai-org/WebVIA-Agent","summary":"Zhipu AI (GLM) published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2025-11-12T04:39:14+00:00","first_seen_at":"2026-06-06T01:49:43.205485+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://huggingface.co/zai-org/WebVIA-Agent/raw/main/README.md"]},"facets":{"pipeline_tag":"image-text-to-text","license":"mit"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":92,"hf_likes":20},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/zai-org/WebVIA-Agent/raw/main/README.md","final_url":"https://huggingface.co/zai-org/WebVIA-Agent/raw/main/README.md","title":"zai-org/WebVIA-Agent model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T01:33:27.518636+00:00","bytes":3378,"raw_path":"b390af046efca5aee008faf0885a1cb7f8184a84284ecbde69d2264a1ec9c822.md","content_hash":"1b2a79a5d45c3e3524b624e04dc3dce1a4d53d8bcd76da3151ba5a92ea9fba49","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: mit language: - zh - en base_model: - zai-org/GLM-4.1V-9B-Base pipeline_tag: image-text-to-text library_name: transformers --- <h1>WebVIA: A Web-based Vision-Language Agentic Framework for Interactive and Verifiable UI-to-Code Generation</h1> - **Repository:** https://github.com/zheny2751-dotcom/WebVIA - **Paper:** https://arxiv.org/pdf/2511.06251 <p align=\"center\"> <img src=\"https://raw.githubusercontent.com/zheny2751-dotcom/WebVIA/main/assets/WEBVIA.png\" alt=\"abs\" style=\"width:90%;\" /> </p> **WebVIA** is **the first agentic framework** for interactive and verifiable UI-to-Code generation. While prior vision-language models only produce static HTML/CSS layouts, WebVIA enables executable and interactive web interfaces. The framework consists of three modules: <ul> <li><strong>WebVIA-Agent</strong> – navigates websites and captures multi-state UI screenshots.</li> <li><strong>WebVIA-UI2Code</strong> – generates functional HTML/CSS/JavaScript code with interactivity.</li> <li><strong>Validation Module</strong> – verifies whether the generated UI behaves as expected.</li> </ul> Backbone Model Our model is built on..."},"evidence_pages":[{"url":"https://huggingface.co/zai-org/WebVIA-Agent/raw/main/README.md","final_url":"https://huggingface.co/zai-org/WebVIA-Agent/raw/main/README.md","title":"zai-org/WebVIA-Agent model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T01:33:27.518636+00:00","bytes":3378,"raw_path":"b390af046efca5aee008faf0885a1cb7f8184a84284ecbde69d2264a1ec9c822.md","content_hash":"1b2a79a5d45c3e3524b624e04dc3dce1a4d53d8bcd76da3151ba5a92ea9fba49","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: mit language: - zh - en base_model: - zai-org/GLM-4.1V-9B-Base pipeline_tag: image-text-to-text library_name: transformers --- <h1>WebVIA: A Web-based Vision-Language Agentic Framework for Interactive and Verifiable UI-to-Code Generation</h1> - **Repository:** https://github.com/zheny2751-dotcom/WebVIA - **Paper:** https://arxiv.org/pdf/2511.06251 <p align=\"center\"> <img src=\"https://raw.githubusercontent.com/zheny2751-dotcom/WebVIA/main/assets/WEBVIA.png\" alt=\"abs\" style=\"width:90%;\" /> </p> **WebVIA** is **the first agentic framework** for interactive and verifiable UI-to-Code generation. While prior vision-language models only produce static HTML/CSS layouts, WebVIA enables executable and interactive web interfaces. The framework consists of three modules: <ul> <li><strong>WebVIA-Agent</strong> – navigates websites and captures multi-state UI screenshots.</li> <li><strong>WebVIA-UI2Code</strong> – generates functional HTML/CSS/JavaScript code with interactivity.</li> <li><strong>Validation Module</strong> – verifies whether the generated UI behaves as expected.</li> </ul> Backbone Model Our model is built on..."}],"related_signals":[{"id":"868269e7-f86e-47ba-bdf0-df7043ea921b","url":"https://onlylabs.fyi/signals/868269e7-f86e-47ba-bdf0-df7043ea921b","source_url":"https://huggingface.co/zai-org/SCAIL-2","title":"zai-org/SCAIL-2","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-06-09T07:18:27+00:00","first_seen_at":"2026-06-10T07:00:57.715408+00:00","date_source":"source"},{"id":"f4fb4df8-c759-44a5-bc98-bac22072971f","url":"https://onlylabs.fyi/signals/f4fb4df8-c759-44a5-bc98-bac22072971f","source_url":"https://huggingface.co/zai-org/GLM-5.1","title":"zai-org/GLM-5.1","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-04-03T09:28:47+00:00","first_seen_at":"2026-06-06T01:49:43.205485+00:00","date_source":"source"},{"id":"72ee3bf6-586a-49e7-8f29-133f219c9fb7","url":"https://onlylabs.fyi/signals/72ee3bf6-586a-49e7-8f29-133f219c9fb7","source_url":"https://huggingface.co/zai-org/GLM-5","title":"zai-org/GLM-5","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-02-11T04:55:46+00:00","first_seen_at":"2026-06-06T01:49:43.205485+00:00","date_source":"source"},{"id":"8ed36a7c-374b-4509-9f39-7362837a795c","url":"https://onlylabs.fyi/signals/8ed36a7c-374b-4509-9f39-7362837a795c","source_url":"https://huggingface.co/zai-org/GLM-OCR","title":"zai-org/GLM-OCR","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-01-30T04:24:21+00:00","first_seen_at":"2026-06-06T01:49:43.205485+00:00","date_source":"source"},{"id":"4df2cc6a-f8f6-4197-9766-c8ede6451b82","url":"https://onlylabs.fyi/signals/4df2cc6a-f8f6-4197-9766-c8ede6451b82","source_url":"https://huggingface.co/zai-org/GLM-4.7-Flash","title":"zai-org/GLM-4.7-Flash","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-01-19T06:28:10+00:00","first_seen_at":"2026-06-06T01:49:43.205485+00:00","date_source":"source"},{"id":"63a74604-38af-4f72-a107-9ed3b5efa558","url":"https://onlylabs.fyi/signals/63a74604-38af-4f72-a107-9ed3b5efa558","source_url":"https://huggingface.co/zai-org/GLM-Image","title":"zai-org/GLM-Image","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-01-08T09:39:56+00:00","first_seen_at":"2026-06-06T01:49:43.205485+00:00","date_source":"source"}]}