Phase 2

Knowledge & RAG

When the website isn't enough, give Askly your documents. It reads them, remembers them, and cites them — so every answer stands on something real.

Phase 2 · Knowledge RAG

Everything you know. In every answer.

Your site is a great start. Your documents make it brilliant. Add the PDFs, the policies, the FAQs, the fine print — and Askly reads them, remembers them, and cites them. The answer is never a guess.

Upload PDF, DOCX, TXT, Markdown, CSV, or paste text.
Add manual FAQs and approved external URLs.
Parsed, chunked, embedded, and versioned automatically.
Reindex the moment your sources change.

Read the indexing docs

Knowledge sources

PDFDOCXMarkdownCSVHTMLFAQURLPasted text

Parsed→Chunked→Embedded→Cited

Source-only mode refuses anything unapproved

Retrieval that's actually good

The right passage, every time.

Behind the simple answer is a serious retrieval stack: query rewriting, hybrid keyword and vector search, current-page boosting, reranking, and citation validation. You get the best of it without configuring any of it.

Hybrid vector + keyword retrieval.
Reranks the top results down to the strongest few.
Boosts the current page and pinned FAQs.
Validates that every citation is real.

Knowledge sources

PDFDOCXMarkdownCSVHTMLFAQURLPasted text

Parsed→Chunked→Embedded→Cited

Source-only mode refuses anything unapproved

Trust, by design

Never answer beyond what you've approved.

For regulated and high-stakes content, turn on source-only mode. Askly will answer strictly from your approved knowledge — and gracefully say it doesn't know rather than invent something.

Source-only mode refuses unsupported questions.
Cites exact document, page, heading, and chunk.
Stale-source warnings keep answers fresh.
No-answer gaps logged so you can fill them.

See the security model

Theme tokens

accent

#6de1d2

panel

rgba(10,13,18,0.95)

text

#ece6d6

user

rgba(71,186,255,0.12)

border

rgba(255,255,255,0.10)

#07080c

Aa Instrument SerifAa Hanken Groteskradius 18px

Sources

Bring it all. Askly makes sense of it.

From a single PDF to a whole knowledge base, every source becomes searchable, citable knowledge.

Uploaded files
PDF, DOCX, TXT, Markdown, CSV — parsed, normalized, and chunked.
Documents
Manual FAQs
Answer-grade entries you write and pin as authoritative sources.
Curated
Approved URLs
External pages you trust, brought in as knowledge sources.
External
Pasted text
Drop in policy text or notes without a file at all.
Quick add
Collections
Group sources, set priority and visibility, control behavior.
Organized
Versioned index
Every publish is immutable, with rollback to the previous version.
Safe

Give it everything you know.

Upload your documents and watch your assistant get sharper, with a citation behind every claim.

Start free See Knowledge plans

Phase 2

Knowledge & RAG

When the website isn't enough, give Askly your documents. It reads them, remembers them, and cites them — so every answer stands on something real.

Phase 2 · Knowledge RAG

Everything you know. In every answer.

Upload PDF, DOCX, TXT, Markdown, CSV, or paste text.
Add manual FAQs and approved external URLs.
Parsed, chunked, embedded, and versioned automatically.
Reindex the moment your sources change.

Read the indexing docs

Knowledge sources

PDFDOCXMarkdownCSVHTMLFAQURLPasted text

Parsed→Chunked→Embedded→Cited

Source-only mode refuses anything unapproved

Retrieval that's actually good

The right passage, every time.

Hybrid vector + keyword retrieval.
Reranks the top results down to the strongest few.
Boosts the current page and pinned FAQs.
Validates that every citation is real.

Knowledge sources

PDFDOCXMarkdownCSVHTMLFAQURLPasted text

Parsed→Chunked→Embedded→Cited

Source-only mode refuses anything unapproved

Trust, by design

Never answer beyond what you've approved.

For regulated and high-stakes content, turn on source-only mode. Askly will answer strictly from your approved knowledge — and gracefully say it doesn't know rather than invent something.

Source-only mode refuses unsupported questions.
Cites exact document, page, heading, and chunk.
Stale-source warnings keep answers fresh.
No-answer gaps logged so you can fill them.

See the security model

Theme tokens

accent

#6de1d2

panel

rgba(10,13,18,0.95)

text

#ece6d6

user

rgba(71,186,255,0.12)

border

rgba(255,255,255,0.10)

#07080c

Aa Instrument SerifAa Hanken Groteskradius 18px

Sources

Bring it all. Askly makes sense of it.

From a single PDF to a whole knowledge base, every source becomes searchable, citable knowledge.

Uploaded files
PDF, DOCX, TXT, Markdown, CSV — parsed, normalized, and chunked.
Documents
Manual FAQs
Answer-grade entries you write and pin as authoritative sources.
Curated
Approved URLs
External pages you trust, brought in as knowledge sources.
External
Pasted text
Drop in policy text or notes without a file at all.
Quick add
Collections
Group sources, set priority and visibility, control behavior.
Organized
Versioned index
Every publish is immutable, with rollback to the previous version.
Safe

Give it everything you know.

Upload your documents and watch your assistant get sharper, with a citation behind every claim.

Start free See Knowledge plans

Knowledge & RAG

Everything you know. In every answer.

The right passage, every time.

Never answer beyond what you've approved.

Bring it all. Askly makes sense of it.

Uploaded files

Manual FAQs

Approved URLs

Pasted text

Collections

Versioned index

Give it everything you know.

Knowledge & RAG

Everything you know. In every answer.

The right passage, every time.

Never answer beyond what you've approved.

Bring it all. Askly makes sense of it.

Uploaded files

Manual FAQs

Approved URLs

Pasted text

Collections

Versioned index

Give it everything you know.