Original community demo · Video hosted on X
Semantic search
A semantic log-filtering experiment exposes a CLI for agents and a terminal interface for people to find relevant events.
Opens the author's original post in a new tab.
The implementation ideas below are our interpretation of the community demo. Check the original post for the author’s actual setup.
Find events related to an incident even when different services describe the same failure with different wording.
Use time and service filters to narrow the candidate logs, classify relevance against the question, and return matching entries with their original context.
These examples explain a possible workflow; they are not recorded demo results or API request and response formats.
Semantic relevance is not a diagnosis. Preserve raw logs for verification and avoid sending secrets or unnecessary personal information in the model context.
Define the context and a small set of choices in the playground, then use the API guide to connect your application.
View demoA PostgreSQL extension applies natural-language criteria to rows, exploring semantic filtering inside the database.
View demoA browser-extension experiment identifies advertising elements in the DOM and hides the elements it flags.
View demoA related Qwen-based experiment predicts categorical outputs for multiple JSON keys together on an Apple Silicon laptop.
