{"schema_version":"onlylabs.public_signal.v1","title":"SiliconFlow Repo: siliconflow/qwen3_asr_agent","description":"SiliconFlow repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/15097a02-bb1f-48c3-a434-e69e4f9485eb","json_url":"https://onlylabs.fyi/signals/15097a02-bb1f-48c3-a434-e69e4f9485eb/signal.json","generated_at":"2026-10-12T19:43:24.101Z","evidence_latest_fetched_at":"2026-09-17T07:03:05.629836+00:00","signal_first_seen_at":"2026-09-17T07:01:02.729699+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/15097a02-bb1f-48c3-a434-e69e4f9485eb","signal_json":"https://onlylabs.fyi/signals/15097a02-bb1f-48c3-a434-e69e4f9485eb/signal.json","source":"https://github.com/siliconflow/qwen3_asr_agent","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/qwen3_asr_agent (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/qwen3_asr_agent · 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/qwen3_asr_agent","source_host":"github.com","occurred_at":"2026-09-16T11:51:38+00:00","first_seen_at":"2026-09-17T07:01:02.729699+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/qwen3_asr_agent","source":"source"},{"label":"Language","value":"Python","source":"source"},{"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://github.com/siliconflow/qwen3_asr_agent"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-09-17T07:03:05.629836+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/15097a02-bb1f-48c3-a434-e69e4f9485eb/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/15097a02-bb1f-48c3-a434-e69e4f9485eb/signal.json","required":true},{"label":"source","url":"https://github.com/siliconflow/qwen3_asr_agent","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/qwen3_asr_agent\" for neocloud strategy."},"semantic_triples":[{"subject":"SiliconFlow","predicate":"published repo","object":"siliconflow/qwen3_asr_agent","text":"SiliconFlow published repo siliconflow/qwen3_asr_agent."},{"subject":"siliconflow/qwen3_asr_agent","predicate":"is classified as","object":"repo signal","text":"siliconflow/qwen3_asr_agent is classified as repo signal."},{"subject":"siliconflow/qwen3_asr_agent","predicate":"belongs to","object":"repos desk","text":"siliconflow/qwen3_asr_agent belongs to repos desk."},{"subject":"siliconflow/qwen3_asr_agent","predicate":"has context","object":"Python","text":"siliconflow/qwen3_asr_agent has context Python."},{"subject":"siliconflow/qwen3_asr_agent","predicate":"has evidence coverage","object":"1 captured evidence page","text":"siliconflow/qwen3_asr_agent has evidence coverage 1 captured evidence page."},{"subject":"siliconflow/qwen3_asr_agent","predicate":"has captured page count","object":"1","text":"siliconflow/qwen3_asr_agent has captured page count 1."},{"subject":"siliconflow/qwen3_asr_agent","predicate":"has readable page count","object":"1","text":"siliconflow/qwen3_asr_agent has readable page count 1."},{"subject":"siliconflow/qwen3_asr_agent","predicate":"has related signal count","object":"6","text":"siliconflow/qwen3_asr_agent has related signal count 6."},{"subject":"siliconflow/qwen3_asr_agent","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/qwen3_asr_agent 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/qwen3_asr_agent","predicate":"has source host","object":"github.com","text":"siliconflow/qwen3_asr_agent has source host github.com."},{"subject":"siliconflow/qwen3_asr_agent","predicate":"has lab","object":"SiliconFlow","text":"siliconflow/qwen3_asr_agent has lab SiliconFlow."},{"subject":"siliconflow/qwen3_asr_agent","predicate":"has signal desk","object":"repos","text":"siliconflow/qwen3_asr_agent has signal desk repos."},{"subject":"siliconflow/qwen3_asr_agent","predicate":"has source host","object":"github.com","text":"siliconflow/qwen3_asr_agent has source host github.com."},{"subject":"siliconflow/qwen3_asr_agent","predicate":"has repository","object":"siliconflow/qwen3_asr_agent","text":"siliconflow/qwen3_asr_agent has repository siliconflow/qwen3_asr_agent."},{"subject":"siliconflow/qwen3_asr_agent","predicate":"has language","object":"Python","text":"siliconflow/qwen3_asr_agent has language Python."},{"subject":"siliconflow/qwen3_asr_agent","predicate":"has watch term","object":"Infrastructure","text":"siliconflow/qwen3_asr_agent has watch term Infrastructure."},{"subject":"siliconflow/qwen3_asr_agent","predicate":"has watch term","object":"Agents and tool use","text":"siliconflow/qwen3_asr_agent has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"SiliconFlow published siliconflow/qwen3_asr_agent (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/qwen3_asr_agent · 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/qwen3_asr_agent","text":"SiliconFlow published repo siliconflow/qwen3_asr_agent."},{"subject":"siliconflow/qwen3_asr_agent","predicate":"is classified as","object":"repo signal","text":"siliconflow/qwen3_asr_agent is classified as repo signal."},{"subject":"siliconflow/qwen3_asr_agent","predicate":"belongs to","object":"repos desk","text":"siliconflow/qwen3_asr_agent belongs to repos desk."},{"subject":"siliconflow/qwen3_asr_agent","predicate":"has context","object":"Python","text":"siliconflow/qwen3_asr_agent has context Python."},{"subject":"siliconflow/qwen3_asr_agent","predicate":"has evidence coverage","object":"1 captured evidence page","text":"siliconflow/qwen3_asr_agent has evidence coverage 1 captured evidence page."}]},"signal":{"id":"15097a02-bb1f-48c3-a434-e69e4f9485eb","url":"https://onlylabs.fyi/signals/15097a02-bb1f-48c3-a434-e69e4f9485eb","json_url":"https://onlylabs.fyi/signals/15097a02-bb1f-48c3-a434-e69e4f9485eb/signal.json","source_url":"https://github.com/siliconflow/qwen3_asr_agent","title":"siliconflow/qwen3_asr_agent","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":"2026-09-16T11:51:38+00:00","first_seen_at":"2026-09-17T07:01:02.729699+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/qwen3_asr_agent"]},"facets":{"repo":"siliconflow/qwen3_asr_agent","language":"Python"},"traction":{"github_stars":0,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/siliconflow/qwen3_asr_agent","final_url":"https://github.com/siliconflow/qwen3_asr_agent","title":"siliconflow/qwen3_asr_agent repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-17T07:03:05.629836+00:00","bytes":12177,"raw_path":"c8f09f211d4360ace682c5424c0a4a9ab673b2e7e7b3e5d59431a3ee0a662333.json","content_hash":"624b678c91408df4bb32f0b44969b629e46cca5bc72d31801e9c00d81d8eb01f","excerpt_chars":1200,"truncated":true,"excerpt":"siliconflow/qwen3_asr_agent Language: Python Stars: 0 Forks: 0 Open issues: 0 Created: 2026-09-16T11:51:38Z Pushed: 2026-09-16T11:51:42Z Default branch: main Fork: no Archived: no README: Qwen3-ASR Agent OpenAI-compatible ASR proxy sidecar for [Qwen3-ASR](https://github.com/QwenLM/Qwen3-ASR) served by vLLM. This project extracts the proxy sidecar program out of the `Qwen3-ASR` GPU Function template (`siliconflow/ready-to-use/qwen3-asr`) into a standalone, version-controlled repository, mirroring the `siliconflow/vllm_agent` / `siliconflow/sglang_agent` pattern. The template consumes the prebuilt image published from this repository; the sidecar source no longer lives inline inside the template's `command:` block. Components | File | Purpose | |------|---------| | `app.py` | FastAPI sidecar (port `80` by default, overridable via `PORT`) proxying `/v1/audio/transcriptions` to vLLM (`127.0.0.1:8080`). Cleans the Qwen3-ASR output format (`language X...` → plain text), repairs repetition hallucinations, applies the multi-language strategy, converts audio to 16 kHz mono WAV, exposes Prometheus metrics, and drains in-flight requests on SIGTERM. | | `Dockerfile` | `python:3.10-slim`..."},"evidence_pages":[],"related_signals":[{"id":"2c1543fb-6681-4ef0-9802-871fb79d8dd8","url":"https://onlylabs.fyi/signals/2c1543fb-6681-4ef0-9802-871fb79d8dd8","source_url":"https://github.com/siliconflow/dgemma-jev-patch","title":"siliconflow/dgemma-jev-patch","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-09-23T04:25:42+00:00","first_seen_at":"2026-09-23T07:01:00.88834+00:00","date_source":"source"},{"id":"3badc070-f1fd-4c53-accf-aeeb43213468","url":"https://onlylabs.fyi/signals/3badc070-f1fd-4c53-accf-aeeb43213468","source_url":"https://github.com/siliconflow/vm_deploy","title":"siliconflow/vm_deploy","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-09-23T03:52:31+00:00","first_seen_at":"2026-09-24T07:00:59.635248+00:00","date_source":"source"},{"id":"9445cc76-49ca-48c5-81e8-873f96f61f76","url":"https://onlylabs.fyi/signals/9445cc76-49ca-48c5-81e8-873f96f61f76","source_url":"https://github.com/siliconflow/update_kernel","title":"siliconflow/update_kernel","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-09-23T03:29:29+00:00","first_seen_at":"2026-09-24T07:00:59.635248+00:00","date_source":"source"},{"id":"489dac14-ede5-435e-84b9-94af819c40e2","url":"https://onlylabs.fyi/signals/489dac14-ede5-435e-84b9-94af819c40e2","source_url":"https://github.com/siliconflow/k8s_deploy","title":"siliconflow/k8s_deploy","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-09-23T03:27:13+00:00","first_seen_at":"2026-09-24T07:00:59.635248+00:00","date_source":"source"},{"id":"a142cfa5-513b-4f19-b508-608c64a90d1b","url":"https://onlylabs.fyi/signals/a142cfa5-513b-4f19-b508-608c64a90d1b","source_url":"https://github.com/siliconflow/dsh-plugins","title":"siliconflow/dsh-plugins","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-09-03T06:22:38+00:00","first_seen_at":"2026-09-03T07:01:02.009486+00:00","date_source":"source"},{"id":"adbb2914-ec41-4d5f-8ab1-efadfc204ed7","url":"https://onlylabs.fyi/signals/adbb2914-ec41-4d5f-8ab1-efadfc204ed7","source_url":"https://github.com/siliconflow/dsh-k8s-yaml-converter","title":"siliconflow/dsh-k8s-yaml-converter","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-09-01T04:53:24+00:00","first_seen_at":"2026-09-01T07:01:02.357924+00:00","date_source":"source"}]}