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LamFia/ Eight tools/ AI Powered Search
ASFind anything across everything

AI Powered Search

One search box that finds anything across your whole workspace — whether you remember the exact words, just the gist, or how you labeled it — and opens it ready to use. Fast, private by default, with smarter AI search you can switch on whenever you want.

Find anything across everythingWords and meaning, mergedNarrow by your own tagsOpen it where it lives
AI Powered Search in LamFia Studio One application · switch tools with the pill bar or ⌘K
What changes day to day

What you do with it.

01Find anything across everything — documents, AI instructions, templates, agents, chats, and reports
02Words and meaning in one list — a half-remembered query still lands on the right item
03Narrow by your own tags and categories — turn "everything" into exactly the slice you want
04Open results where they live — a hit jumps to the tool that owns it, ready to reuse
Who feels the value first
Everyday operators & knowledge workers

Stop hunting through separate tools and exact filenames; one box finds it by meaning or tag.

Power users who search all day

A dedicated workbench with filters, saved searches, and an optional cited-answer mode.

Agent builders

Ground an agent in everything you own, not just one prepared set.

Security-minded owners

The default search never leaves your machine; the AI extras stay off until turned on and gated.

The value

Retrieval stops being fragmented. Instead of three half-answers — one for words, one for meaning, and one for tags — you get a single ranked, filtered result across everything you own, reusable in the tools where you already work.

The AI behind it · in plain words

What makes AI Powered Search work.

The everyday search blends exact-word matching (keyword search) with search by meaning (semantic search) and merges the two into one well-ordered list — a method called reciprocal-rank fusion. Because that ranking needs no AI engine, the default search runs entirely on your machine and is AirTight-safe. The optional AI extras — more careful re-ranking and a short, cited answer — are off by default, routed through your gateway, and egress-gated; they are not always on, and not always local. Search by meaning covers the items prepared for it today; word-for-word and tag search span everything — wider meaning-based coverage is a deliberate later step.
Capabilities

What it does, who it's for, what it adds.

What it does
  • Find anything across everything — documents, AI instructions, templates, agents, chats, and reports
  • Words and meaning in one list — a half-remembered query still lands on the right item
  • Narrow by your own tags and categories — turn "everything" into exactly the slice you want
  • Open results where they live — a hit jumps to the tool that owns it, ready to reuse
  • One box in the command bar — reachable wherever you work (Ctrl+K)
  • A dedicated workbench — filters, saved searches, and a map of what’s in your workspace
  • Optional cited answers — a written answer that names the items it used, off by default
  • Search for your agents — AI Agents can now retrieve across the whole workspace, not only Trusted documents
Who uses it
  • Everyday operators & knowledge workersStop hunting through separate tools and exact filenames; one box finds it by meaning or tag.
  • Power users who search all dayA dedicated workbench with filters, saved searches, and an optional cited-answer mode.
  • Agent buildersGround an agent in everything you own, not just one prepared set.
  • Security-minded ownersThe default search never leaves your machine; the AI extras stay off until turned on and gated.
  • Anyone who half-remembersType it however you recall it and still find the right item.
What it adds
  • One ranked result across everything — not three half-answers in three tools.
  • Local and AirTight-safe by default — finding things never depends on sending data anywhere.
  • The AI extras stay on your terms — re-ranking and cited answers are off until you turn them on, then gated.
  • Your agents reach further — retrieval across the whole workspace, still scoped to your permissions.
One platform · eight tools

Explore the rest of the platform.

Every tool draws on the same approved documents and writes to the same tamper-evident record — so work flows between them without copies.

Enterprise AI · Your Terms

See AI Powered Search on your own data.

A short pilot, on your hardware, with one real workflow as the test. If it doesn't help, you keep all your data and walk away.