Knowledge base

Knowledge that teaches itself

Every support team already knows the answers. The work is getting them written down, and keeping them current.

Knowledge — Rupa's Closet

Write it

Type a question and its answer

Point at a page

It re-reads on a schedule

Upload a file

PDF, Word or a spreadsheet

Sources

44 chunks indexed

Delivery & Returns

Written in the console

READY

rupascloset.com/faq

Re-read weekly

READY

Size-guide-2026.pdf

1.2 MB · uploaded today

PROCESSING

Payment & bKash

Written in the console

READY

Old-catalogue-scan.pdf

Scanned images, no text layer

FAILED

The problem

You write an FAQ once, it goes stale, and nobody notices which questions the AI keeps failing on — until a customer complains.

How ReplyX handles it

Start from what you already have

Paste your FAQ, import a page from your website, or upload a PDF, Word file or text document. It is readable knowledge in seconds.

Finds meaning, not just words

A customer who asks 'how much to send it?' still reaches your 'delivery charge' policy. Matching on wording alone misses most real questions.

It tells you what it could not answer

Every question the AI failed on lands in a list, most-asked first. Write the answer once and it becomes knowledge — the next customer is answered automatically.

Separate knowledge per product

Sell more than one thing? Each product gets its own knowledge base, plus company-wide policies every agent shares.

What you get

Everything below is built and live today — not a roadmap.

  • Text, website URL, PDF, DOCX, TXT and Markdown sources
  • Repeat questions merge, so the most common gaps rise to the top
  • A question asked again after being answered re-opens itself
  • Answers are stored as ordinary, editable knowledge — nothing hidden
  • See exactly which source produced an answer

What happens to a document

From a file on your desk to an answer in a chat

Four steps, none of which you run. This is what the ingest worker does the moment a source is added.

01

It is cut into passages

A twenty-page PDF is not one fact. It is split at its own headings so a passage stays about one thing — a delivery charge, a return window, a size.

02

Each passage is indexed by meaning

Not by the words in it. “Koto taka delivery” and “what is the shipping fee” land in the same place, which is why a customer does not have to use your wording.

03

A question pulls the passages back

When someone asks, the closest passages are retrieved and handed to the model as the only material it may answer from.

04

It answers, or it says it cannot

If nothing in your knowledge covers the question, it does not improvise. The conversation goes to a person and the question goes on the list below.

What it does not know yet

The list that closes itself

A knowledge base is never finished. This is the part that tells you what is missing, in the order it costs you.

Every question the AI could not answer is kept, with how many people asked it and when it was last asked. Repeats merge, so the thing asked nine times sits at the top rather than being lost among the ones asked once.

Write the answer once and it becomes a source like any other — indexed the same minute, answered by the AI from then on. This is the only maintenance the knowledge base asks of you, and it is driven by what your customers actually asked rather than by what you guessed they would.

Knowledge base — Questions the AI couldn't answer
Needs an answer3AnsweredIgnored
RA

Do you deliver to Sylhet?

asked 9×last today

Yes — we deliver to Sylhet. Outside Dhaka the charge is 120 taka and it takes 2–3 working days.

Save to knowledge baseThe AI will answer this itself from now on.
TH

Can I pay in instalments?

asked 6×last today

Write the answer
SR

Is there a warranty on this?

asked 4×last today

Write the answer

Try it on your own questions

Add your FAQ, connect one channel, and see how much the AI handles before you pay anything.

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