Patchwell

Transcribe speech in an audio or video file. Use it when you need the words in a recording, quotes with their time, who said what, or subtitles. Returns text, sentence segments, each word with start/end seconds, confidence and speaker (`spk`: 1, 2, ... told apart by voice), `turns` (speaker, start, end, text), `speakers` with talk time (and a `name` with its supporting quote when the recording says who someone is: "My name is...", "the next question comes from..."), SRT and VTT with speaker labels, and `flags` listing any phrase the guards removed (Whisper's invented phrases over silence and repetition loops) with its original text and time. Files over about 100 seconds of processing return {"status": "running", "job_id"}: call get_job_result with it. Price: $0.008 per audio minute; failed downloads are free.

Research a question on the live web and get an answer in which each sentence cites the page it came from. Use it for facts you can't answer from memory or that may have changed. Returns `answer` (sentences with [url] citations), `sources`, `gaps` (what the sources couldn't confirm) and `confidence` (high/medium/low). Takes about a minute; a slow question returns {"status": "running", "job_id"} for get_job_result. Declines questions about private individuals (addresses, contact details, relatives, profiles) and returns a `category` saying why. Price: $0.15 per answered question; declined and unanswered questions are free.

Fetch the result of a long call that returned {"status": "running", "job_id"}. Call it every 20 to 30 seconds until status is 'done'; the finished result has the same shape as the original tool's. Free.

Clean a messy spreadsheet or JSON export into typed, deduplicated records with a log of each change. Use it before you analyse, import or act on tabular data. It works out each column's type from the values, normalises emails, phones, dates, money, names and states, repairs broken encodings, and merges duplicate records. Returns `rows`, `changes` (row, column, before, after, rule), `review` (rows held back, with the reason), `columns`, `clusters` (likely typos), a JSON `schema`, a reusable `recipe` and `stats`, whose counts always add up to the input rows. Price: $2 per 1,000 rows, minimum $0.02.