القائمة
Use for biomedical and life-science literature searches when query expects PubMed articles, clinical trials, or medical research papers.
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Chinese tech business news, startup funding, and industry analysis from 36kr.
Transcribe video/audio URL to text + word-level timestamps using Bilibili Bcut ASR API (free, no API key). Preferred for Chinese content — Bcut gives character-level timestamps vs Whisper word-level. Returns text + segments [{start, end, text}]. Requires yt-dlp + ffmpeg.
Transcribe video/audio URL or local file to text + SRT using yt-dlp + Groq Whisper API (free tier). Preferred default for v2 transcription. Returns raw text and segments; summary is caller's responsibility.
Transcribe video/audio URL or local file to text + SRT using yt-dlp + OpenAI Whisper API. Paid fallback for v2 transcription when Groq is rate-limited or unavailable. Returns raw text and segments; summary is caller's responsibility.
Transcribe video/audio URL or local file to text + SRT using yt-dlp + local mlx-whisper (Apple Silicon). Free, offline, fastest on M-series Macs. Opt-in advanced path for users with Apple Silicon + mlx-whisper installed. Returns raw text and segments; summary is caller's responsibility.
Deep URL fetch using crawl4ai (Playwright-powered) for JS-rendered pages, anti-bot sites, and dynamic content. Slower than fetch-jina but handles sites that block simple fetchers. Requires user-installed crawl4ai package.
| name | pubmed |
| description | Use for biomedical and life-science literature searches when query expects PubMed articles, clinical trials, or medical research papers. |
| version | 1 |
| languages | ["en"] |
| methods | [{"id":"api_search","impl":"methods/api_search.py","requires":[],"rate_limit":{"per_min":10,"per_hour":300}}] |
| fallback_chain | ["api_search"] |
| when_to_use | {"query_languages":["en","mixed"],"query_types":["academic","medical","clinical","literature-review"],"avoid_for":["news","product-review","real-time","programming"]} |
| quality_hint | {"typical_yield":"medium-high","chinese_native":false} |
| layer | leaf |
| domains | ["academic","medical"] |
| scenarios | ["medical-research","clinical-trial","drug-review","biomedical-paper"] |
| model_tier | Fast |
PubMed is NCBI's free search engine for biomedical and life sciences literature. No API key required. Best for medical research, clinical trials, drug studies, and biological science papers.
Uses E-utilities API: esearch.fcgi to get IDs, esummary.fcgi to fetch metadata.
