Engineers
Check an error message, a config flag or a standard against the actual documentation — and see which version of the docs it came from.
मंथन · the churning
Manthan searches the live web, reads the pages that matter, and gives you the answer with a citation on every single line. Nothing is paraphrased into something a source did not say. Nothing is invented.
Your Dhandare platform account works here — one login across every model.
Most AI assistants write fluent prose and leave you to trust it. Manthan does the opposite: it selects sentences from real pages and shows you which page each one came from. When you are making a decision that matters, "where did this come from?" should never be an unanswerable question.
Answers are graded High, Medium or Low confidence based on how well the sources agree — and it tells you when only one source covers something.
Three steps, and none of them is "make something up".
Your question goes to a private search layer that queries the live web — Google, Brave and others — through our own server. Your query is never sold on.
It fetches the promising pages, splits them into passages, and ranks them by meaning as well as keywords, so the passage that actually answers you rises to the top.
The best-supported lines are assembled into a direct answer, key points and — for a how-to — ordered steps. Each one keeps a link back to its source.
Anyone can use Manthan. It earns its keep wherever a wrong answer is expensive.
Check an error message, a config flag or a standard against the actual documentation — and see which version of the docs it came from.
Look something up and see the source on the line itself, so you can judge the evidence yourself rather than trusting a confident paragraph.
Reference support only — never a substitute for clinical judgement.
Research a topic with citations already attached, so fact-checking is reading a list rather than retracing your own steps.
Get a straight answer and the sources behind it — the references you need for coursework come with the answer instead of after it.
Knowing where a tool stops is worth more than a longer feature list.
Not built yet — listed so you know where this is going, not to suggest it is here today.