We want to query our SQLite household inventory database using natural language. What is the safest way to link an LLM without exposing our home server?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We want to query our SQLite household inventory database using natural language. What is the safest way to link an LLM without exposing our home server?
1 real search · 1 real-search pass
SQLite official documentation read only database URI mode=ro authorizer API; OWASP LLM prompt injection excessive agency database SQL query securityGoogle ↗
OBSERVEDInstruction
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
SQLite official documentation read only database URI mode=ro authorizer API; OWASP LLM prompt injection excessive agency database SQL query security Google ↗
- Tailscale website · tailscale.com
- Cloudflare Tunnel documentation · developers.cloudflare.com
- Uniform Resource Identifiers · sqlite.org
- Compile-Time Authorization Callbacks · sqlite.org
- Defense Against The Dark Arts · sqlite.org
- LLM Prompt Injection Prevention · cheatsheetseries.owasp.org