What's Changed

• Support Anthropic built-in memory tool by @DouweM in #3042
• Support text, JSON, XML and YAML DocumentUrl and BinaryContent on OpenAI by @pulphix in #2851
• Prefer structuredContent MCP tool result when present by @shaheerzaman in #2854
• Expose .messages, .toolsets types in top-level pydantic_ai to aid IDE auto-import by @moritzwilksch in #2957
• Add cost metric to the pydantic-evals output by @dmontagu in #2984
• Add retry args to pydantic_evals.Dataset.evaluate_sync by @m7mdhka in #3022
• Change type of common_tools to work with agent with any deps type by @lukekh in #3037
• Don't error when Gemini returns more than one candidate response by @DouweM in #3043
• Handle Ollama responses without finish_reason and document Ollama Cloud by @DouweM in #3045
• Add custom Vertex AI Model Garden example by @stefannae in #2868
• Fix StructuredDict with nested JSON schemas using $ref by @ChiaXinLiang in #2570

New Contributors

• @m7mdhka made their first contribution in #3022
• @lukekh made their first contribution in #3037
• @pulphix made their first contribution in #2851
• @stefannae made their first contribution in #2868
• @ChiaXinLiang made their first contribution in #2570

Full Changelog: v1.0.11...v1.0.12