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Reddit community discussions, user experience reports, and topic debates via the public search.json endpoint.
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Basado en la clasificación ocupacional SOC
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 | |
| description | Reddit community discussions, user experience reports, and topic debates via the public search.json endpoint. |
| version | 1 |
| languages | ["en","mixed"] |
| methods | [{"id":"api_search","impl":"methods/api_search.py","requires":[],"rate_limit":{"per_min":30,"per_hour":300}}] |
| fallback_chain | ["api_search"] |
| when_to_use | {"query_languages":["en","mixed"],"query_types":["community-opinion","experience-report","troubleshooting","debate"],"domain_hints":["software","tech","product","consumer"]} |
| quality_hint | {"typical_yield":"medium","chinese_native":false} |
| layer | leaf |
| domains | ["community-en"] |
| scenarios | ["community-opinion","user-experience","comparison"] |
| model_tier | Fast |
| experience_digest | experience.md |
Reddit adds public community discussion, user experience reports, troubleshooting threads, and debate-oriented evidence through the unauthenticated search.json endpoint. It is useful when the query needs candid practitioner commentary or consumer sentiment that is less polished than docs, vendor content, or editorial articles.
