diff --git a/.speakeasy/in.openapi.yaml b/.speakeasy/in.openapi.yaml
index e8607b3..4e881af 100644
--- a/.speakeasy/in.openapi.yaml
+++ b/.speakeasy/in.openapi.yaml
@@ -13829,8 +13829,11 @@ components:
       type: object
     SearchQualityLevel:
       description: >-
-        How much context to retrieve per result. Defaults to medium (15000 chars). Applies to Exa and Parallel engines;
-        ignored with native provider search and Firecrawl.
+        How much context to retrieve per result. Applies to Exa and Parallel engines; ignored with native provider
+        search and Firecrawl. For Exa, pins a fixed per-result character cap (low=5,000, medium=15,000, high=30,000);
+        when omitted, Exa picks an adaptive size per query and document (typically ~2,000–4,000 characters per result).
+        For Parallel, controls the total characters across all results; when omitted, Parallel uses its own default
+        size.
       enum:
         - low
         - medium