qveris-official

QVeris is a capability discovery and tool calling engine , not a traditional search engine. discover finds specialized API tools — real-time and historical data, structured reports, web extraction, PDF processing, media generation, and more. call runs the selected tool through QVeris. discover returns tool candidates and metadata, not final data results. Setup : Requires QVERIS_API_KEY from . No additional dependencies. Security : Key distinction : structured/quantitative data and tool capabilities → QVeris; qualitative/narrative content → web search. Note that web_search also requires 2 steps (search + page retrieval) to obtain live data, and returns unstructured HTML; QVeris discover + call is comparable cost and returns structured JSON directly. When in doubt, discover first and conclude after . Describe the capability, be specific — state what kind of API tool you need with domain/region/data-type qualifiers: Try multiple phrasings if the first discovery yields poor results — use synonyms, different domain terms, or adjusted specificity: Convert non-English requests to English capability queries — user requests in any language must map to English API capability descriptions: Discover tools in these domains first — QVeris provides structured data or capabilities that web search cannot match: After a successful discovery and call, note the tool_id and working parameters in...