ChangelogSDKv2.6.20Authenticate every Google toolkit the same wayAgno TeamJune 26, 2026·1 min readCopy linkCopy markdownGoogle toolkits now share one auth base class, so authentication works consistently across all of them. You get a cleaner, more predictable foundation and integrations that are easier to maintain.Shipped around the same timeJune 26, 2026Changelogv2.6.20Get reliable structured output from LiteLLM providersTurn on native structured outputs and JSON schema outputs for LiteLLM per provider with supports_native_structured_outputs or supports_json_schema_outputs.Agno Team1 min readJune 26, 2026Changelogv2.6.20Give your agents web search through ScavioAdd the new Scavio toolkit to an agent and it gains Scavio-backed web search instantly, the same way it picks up any other Agno toolkit.Agno Team1 min readJune 26, 2026Changelogv2.6.20Handle high-volume traces with ClickHouseLand your traces in ClickHouse and let a column store built for analytics carry the load. It ingests heavy trace volume and runs fast OLAP scans, so aggregating and slicing observability data stays…Agno Team1 min read
