The Google Drive Semantic Search Tool
Search your vectorized Google Drive by meaning across files and folders, filtered by MIME type, folder, and date — the retrieval layer for any agent that reasons over your documents.
The document exists — buried three folders deep
Drive search matches filenames and full text literally. When files are named "final_v3" and scattered across nested shared folders, the document you need is nearly impossible to find by name.
Filenames lie
"Untitled document" and "final_v3_REAL" tell you nothing about what a file contains.
Folders hide files
The right document sits in a shared drive or nested folder you didn’t think to open.
No relevance ranking
Native search floods you with weak matches and no confidence signal.
Files can’t leave
Contracts, designs, and plans are sensitive — they can’t go to a hosted search service.
Meaning-aware search over your Drive
Semantics
Describe it, don’t name it
Find the file by what it contains.
The tool embeds your query and matches it against vectorized Drive files, surfacing the right document even when its filename is meaningless or shares no keywords with your question.
- Content-based matching
- Across files and folders
- Similarity score per hit
- Tunable top_k up to 50
Beyond filenames
Precision
Narrow by type, folder, and date
Only the files worth opening.
Combine the semantic query with filters for MIME type, folder, modification date, and trashed status so an agent retrieves exactly the documents that matter.
Type, folder, date
Governance
Private and on-premise
Your files stay your files.
Indexing and search run inside your perimeter, scoped per user with audit logging, so sensitive documents are safe to make searchable by an agent.
Per-tenant, logged
Parameters
The google_drive_vector_search tool accepts these inputs when an agent calls it. Required inputs are flagged.
default: 10 Optional Maximum number of results to return (1–50).
Where Drive search pays back
Contract retrieval
Find the signed agreement by describing its terms, not its filename.
Proposal reuse
Surface a past proposal or deck to adapt instead of starting over.
Policy lookup
Find the current version of a policy document across shared drives.
Research recall
Locate the report that covered a topic without remembering where it was filed.
Onboarding
Let new hires find the right template or spec by describing what they need.
Agent grounding
Ground a knowledge or research agent in your real document store.
Assigned to agents, orchestrated as networks
On VDF AI, an industry’s use cases map to agents, and you assign tools like this one to those agents. Compose multiple agents into a governed, on-premise network.
What changes after you assign it
Questions about the Google Drive Semantic Search tool
What is the Google Drive semantic search tool?
It searches your vectorized Google Drive files and folders by meaning and returns ranked matches with similarity scores. Assigned to an agent, it finds the right document even when filenames are meaningless.
Can I limit it to a folder or file type?
Yes. Provide folder_id to scope the search to a folder and mime_type to restrict to a file type such as PDFs — combined with the semantic query.
What filters are supported?
You can narrow by mime_type, folder_id, modification date range (date_from/date_to), and whether trashed files are included.
Are our files exposed?
No. Indexing and search run on-premise or in your sovereign cloud, scoped per user and audit-logged, so documents never leave your perimeter.
How does it pair with other tools?
It is often assigned alongside Gmail and calendar semantic search, and the file summarizer, so an agent can find a document and then summarize or act on it.
Tools that work well alongside this one
Where this tool delivers value
Let agents search your Drive by meaning
See Google Drive semantic search assigned to an agent that grounds answers in your real documents — on-premise.