Content search is for finding a specific passage on demand. Chat-time retrieval (RAG and KAG) runs inline while you talk to your Digital Twin. The two systems share the same underlying index, but content search puts you in the driver’s seat — type a query, scan the hits, jump to the source.
Where to use it
Open your IP Vault from the Files button on the chat input bar. At the top of the file panel you’ll see the Search bar — type a query and Pria scans every passage in your eligible files, returning ranked snippets with the file they came from.
- Mid-conversation, without breaking your chat
- Before a session, to remind yourself what you uploaded
- During cleanup, to find duplicate or outdated files
Keyword queries
The search bar accepts free-form text. Pria builds a semantic query against your vault, so you don’t have to match wording exactly.Exact phrases
Type a phrase in quotes to bias the search toward verbatim hits — useful for finding a specific clause, definition, or quote.
Multiple keywords
Combine terms to narrow the result set. Pria scores passages on how well they match the combination of words, not just any one.
Natural-language queries
“What did the report say about Q3 hiring?” works as well as
Q3 hiring. The semantic layer handles paraphrase.Names, dates, IDs
Proper nouns and specific tokens (case numbers, model IDs, ISBNs) rank reliably because they’re rare in the index.
Reading results
Each hit shows up as a card with:- File name and icon — what document the passage came from
- Snippet — about 200 characters of context, with the matched terms emphasized
- Relevance score — a 0–100% value reflecting how closely the passage matches your query
- Source label — whether the match came from semantic similarity (RAG), the knowledge graph (KAG), or both legs combined (fused)
What the relevance score means
By default, results below 10% relevance are dropped to keep the list focused. Strong matches (typically 70%+) are what you’ll act on; the broader floor exists so partial matches still surface for review.
Jumping to the source
Click any result card to open the file in the File Preview, scrolled to the matched segment. From there you can:- Read the surrounding context
- Edit the segment text (if you have permission)
- Open the original file in its native viewer
- Re-process or re-embed the file if you spot a quality issue
Narrowing the search
A query against the whole vault can return a lot of hits. Use the filter controls above the result list to scope down:
Filters compose — you can search “Q3 hiring” inside the Project Reports collection, uploaded in the last 30 days, excluding confidential drafts.
Multi-vault scope
Pria searches across every vault you can see in one pass:Personal
Your own uploads — files only you can see.
Instance
Files shared with your Digital Twin’s institution.
Account
Files shared across every institution in your account.
Account-shared files appear in your search even though they live under a sibling institution. The knowledge graph leg widens its scope to cover the original owner’s entities, so you get the same quality of match regardless of where the file was originally uploaded.
When search returns no results
If you expected hits and got nothing, the most common causes are:Related
- Knowledge Modes — how Pria picks RAG, KAG fusion, or no retrieval at chat time
- IP Vault — vault overview and access tiers
- Managing Files — uploading, organizing, and reprocessing
- File Processing Status — what happens after upload