Loading the knowledge-base map…
No WebGL here, so the map is a flat 2D view of the same data.
Map topics as text
How does ChatFPV answer?
Ask it something, then follow your question through every step it takes, on the real data.
– passages from – sources, – checked facts, read live.
Your question as 256 numbers
By meaning
By keyword
- RateEvery thumbs up or down is stored with its answer.
- ReviewA correction is checked by a person, then becomes a fact.
- ResearchEvery night the top unanswered questions are queued for research, with their own share of that day's Gemini budget so busy traffic can't crowd them out; when Gemini itself is unavailable they're researched from the existing docs instead.
- GuardFacts that contradict each other get flagged.
Your question, as meaning
An embedding model turned it into 256 numbers. Passages with similar numbers sit close together: the lines reach its nearest neighbours.
Try it: where do these land?
How this works
Two searches at once
Meaning search finds passages that say it in other words. Keyword search finds your exact words, like part names.
How this works
Pick the best passage
A reranker reads your question with each of the top candidates. Only 8 reach the writer. Which would you pick?
How this works
Quote, don't guess
The writer may only say what a passage says. Tap the sentence that answers you.
How this works
The real answer
ChatFPV's writer got your question and the top passages. Tap a number to see its source.
How this works
It keeps learning
Say this answer was wrong and watch where that goes. Demo only: nothing is sent.