// AI Chat & Q&A

Ask your files questions. Get cited answers.

Upload a lecture, meeting, or document and ask questions in plain language. Answers come with exact quotes from the source — no invented facts, no hallucinated numbers.

MP3MP4M4AWAVTXTMDSRT
vocce · chat & q&a● live
Click or drag to upload
Upload content, then ask it questions · ≤ 50MB
4 AI engines · 20+ formats · free tier · no signup · failed jobs never billed
// What you get

One upload. Every file the next step needs.

The same reliable Vocce pipeline, focused on this job. Start free, then plans from $9.90/mo when you need more.

Direct answers
Verbatim citations
Timestamps from media
Honest "not in the file"
Any language
// How it works

How to chat with your files

01
Upload the source A meeting recording, a lecture video, a subtitle file, or plain text — it becomes the document your questions run against.
02
Ask in plain language "What were the three decisions?" "What did she say about the budget?" — any language, any phrasing.
03
Get a cited answer The answer quotes the exact supporting passages — with timestamps when the source is a recording.

Search finds words; questions need answers. When you half-remember that someone committed to a date "sometime in the second half" of a two-hour call, Ctrl+F is useless. AI chat & Q&A lets you ask the recording itself — and unlike a general chatbot, it answers only from your file, quoting the exact lines that back the answer up.

The citation rule is the whole point. Every answer comes with verbatim quotes from the source, timestamps included when the source is audio or video. If the file doesn't contain the answer, Vocce says so plainly instead of inventing something confident — which is precisely the failure mode that makes people distrust AI answers about their own documents.

It's built on the same pipeline as the rest of Vocce: recordings are cleaned and transcribed on our own GPUs first, so "chat with your meeting" doesn't require you to produce a transcript from somewhere else. Subtitle files and plain text skip straight to the answering step.

Ask in whatever language you think in — the answer comes back in the language of your question, even when the source is in another one. First questions are free, no signup.

// features

Answers you can check, not just believe

Grounded in your file only

The model is instructed to answer exclusively from your content — no web knowledge blended in, no invented facts.

Verbatim citations

Every answer quotes its supporting passages exactly, so you can verify in seconds instead of re-listening for an hour.

Timestamps from media

When the source is a recording, citations carry the transcript's timestamps — jump straight to the moment.

Honest "it's not in there"

If the document doesn't answer your question, you get told exactly that. A clean miss beats a confident hallucination.

Recordings welcome

Audio and video are transcribed automatically first — ask questions of a meeting the moment it ends.

Cross-language Q&A

Ask in English about a Spanish lecture; the answer arrives in English with Spanish quotes as evidence.

Numbers stay exact

Budget figures, dates, and percentages are quoted from the source rather than paraphrased.

No setup, no index

No knowledge-base building, no embeddings dashboard — upload, ask, done.

Private by design

Files are deleted after processing on a short schedule and never used for model training.

// who uses ai chat & q&a

Built for real workflows.

Meeting follow-ups

"What exactly did legal say about the contract clause?" — answered with the quote, before you reply-all something wrong.

Students before exams

Interrogate a semester of lecture recordings: "How did the professor define entropy?" — cited, with the timestamp.

Journalists

Check quotes against interview audio without scrubbing — ask, verify the citation, paste with confidence.

Researchers

Query hours of user interviews for specific opinions and get the verbatim evidence alongside.

Support & sales teams

"Did we promise them a discount?" — the call recording answers, with the exact sentence.

Anyone auditing claims

When someone says "that was agreed in the meeting", the meeting itself gets the final word.

// faq

AI Chat & Q&A, answered.

What is AI Chat & Q&A? +

A question-answering tool that works exclusively over content you upload — recordings, subtitle files, or text. You ask in plain language; it answers with verbatim quotes from your file as evidence, and admits when the answer isn't in there.

What makes it different from ChatGPT? +

Scope and honesty. A general chatbot mixes your document with everything it was trained on and fills gaps confidently. Vocce's Q&A is instructed to answer only from your file, cite exact passages, and say "not in the document" rather than guess.

What file types work? +

Audio (MP3, M4A, WAV), video (MP4, MOV, WebM), subtitles (SRT, VTT), and plain text or markdown. Recordings are transcribed automatically on Vocce's GPU pipeline before answering.

Do answers include citations? +

Yes, always — the supporting passages are quoted verbatim beneath the answer. If the source is a recording, the transcript's timestamps come with them.

What if the answer isn't in my file? +

You get told exactly that. Refusing to invent an answer is a design rule, not a limitation — it's what makes the answers trustworthy.

Can I ask in a different language than the source? +

Yes. Ask in the language you think in; the answer follows your question's language while citations stay in the source language as evidence.

How long can the source be? +

Hours of audio are fine — transcription is fast on our GPUs, and the Q&A reads up to roughly 38,000 characters of the transcript per question.

Can I ask multiple questions? +

Yes — ask, read, ask again. Each question is answered fresh against the same uploaded source while you're on the page.

Is my content used to train AI? +

No. Files are processed, then deleted on a short rolling schedule; your content is never used for training. See the privacy policy for retention details.