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Generate code for deep research and create a sample (Azure#51061)
* Generate code for deep research and create a sample * Improve prompt and add e2e test. * Fix changelog and unit tests
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‎sdk/ai/Azure.AI.Agents.Persistent/CHANGELOG.md‎

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# Release History
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## 1.1.0-beta.4 (Unreleased)
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## 1.1.0-beta.4 (2025-07-11)
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### Features Added
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- Expose the `GetVectorStoreFileBatchFiles` and `GetVectorStoreFileBatchFilesAsync` methods.
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### Breaking Changes
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- Added support for Deep Research.
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- Added support for MCP.
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### Bugs Fixed
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### Sample updates
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### Other Changes
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- Added sample for Deep Research.
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- Expose the `GetVectorStoreFileBatchFiles` and `GetVectorStoreFileBatchFilesAsync` methods.
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## 1.1.0-beta.3 (2025-06-27)
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‎sdk/ai/Azure.AI.Agents.Persistent/api/Azure.AI.Agents.Persistent.net8.0.cs‎

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@@ -247,6 +247,40 @@ protected override void JsonModelWriteCore(System.Text.Json.Utf8JsonWriter write
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string System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.ConnectedAgentToolDefinition>.GetFormatFromOptions(System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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System.BinaryData System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.ConnectedAgentToolDefinition>.Write(System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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}
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public partial class DeepResearchBingGroundingConnection : System.ClientModel.Primitives.IJsonModel<Azure.AI.Agents.Persistent.DeepResearchBingGroundingConnection>, System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.DeepResearchBingGroundingConnection>
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{
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public DeepResearchBingGroundingConnection(string connectionId) { }
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public string ConnectionId { get { throw null; } set { } }
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protected virtual void JsonModelWriteCore(System.Text.Json.Utf8JsonWriter writer, System.ClientModel.Primitives.ModelReaderWriterOptions options) { }
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Azure.AI.Agents.Persistent.DeepResearchBingGroundingConnection System.ClientModel.Primitives.IJsonModel<Azure.AI.Agents.Persistent.DeepResearchBingGroundingConnection>.Create(ref System.Text.Json.Utf8JsonReader reader, System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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void System.ClientModel.Primitives.IJsonModel<Azure.AI.Agents.Persistent.DeepResearchBingGroundingConnection>.Write(System.Text.Json.Utf8JsonWriter writer, System.ClientModel.Primitives.ModelReaderWriterOptions options) { }
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Azure.AI.Agents.Persistent.DeepResearchBingGroundingConnection System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.DeepResearchBingGroundingConnection>.Create(System.BinaryData data, System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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string System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.DeepResearchBingGroundingConnection>.GetFormatFromOptions(System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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System.BinaryData System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.DeepResearchBingGroundingConnection>.Write(System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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}
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public partial class DeepResearchDetails : System.ClientModel.Primitives.IJsonModel<Azure.AI.Agents.Persistent.DeepResearchDetails>, System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.DeepResearchDetails>
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{
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public DeepResearchDetails(string model, System.Collections.Generic.IEnumerable<Azure.AI.Agents.Persistent.DeepResearchBingGroundingConnection> bingGroundingConnections) { }
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public System.Collections.Generic.IList<Azure.AI.Agents.Persistent.DeepResearchBingGroundingConnection> BingGroundingConnections { get { throw null; } }
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public string Model { get { throw null; } set { } }
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protected virtual void JsonModelWriteCore(System.Text.Json.Utf8JsonWriter writer, System.ClientModel.Primitives.ModelReaderWriterOptions options) { }
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Azure.AI.Agents.Persistent.DeepResearchDetails System.ClientModel.Primitives.IJsonModel<Azure.AI.Agents.Persistent.DeepResearchDetails>.Create(ref System.Text.Json.Utf8JsonReader reader, System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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void System.ClientModel.Primitives.IJsonModel<Azure.AI.Agents.Persistent.DeepResearchDetails>.Write(System.Text.Json.Utf8JsonWriter writer, System.ClientModel.Primitives.ModelReaderWriterOptions options) { }
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Azure.AI.Agents.Persistent.DeepResearchDetails System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.DeepResearchDetails>.Create(System.BinaryData data, System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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string System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.DeepResearchDetails>.GetFormatFromOptions(System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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System.BinaryData System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.DeepResearchDetails>.Write(System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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}
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public partial class DeepResearchToolDefinition : Azure.AI.Agents.Persistent.ToolDefinition, System.ClientModel.Primitives.IJsonModel<Azure.AI.Agents.Persistent.DeepResearchToolDefinition>, System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.DeepResearchToolDefinition>
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{
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public DeepResearchToolDefinition(Azure.AI.Agents.Persistent.DeepResearchDetails deepResearch) { }
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public Azure.AI.Agents.Persistent.DeepResearchDetails DeepResearch { get { throw null; } set { } }
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protected override void JsonModelWriteCore(System.Text.Json.Utf8JsonWriter writer, System.ClientModel.Primitives.ModelReaderWriterOptions options) { }
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Azure.AI.Agents.Persistent.DeepResearchToolDefinition System.ClientModel.Primitives.IJsonModel<Azure.AI.Agents.Persistent.DeepResearchToolDefinition>.Create(ref System.Text.Json.Utf8JsonReader reader, System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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void System.ClientModel.Primitives.IJsonModel<Azure.AI.Agents.Persistent.DeepResearchToolDefinition>.Write(System.Text.Json.Utf8JsonWriter writer, System.ClientModel.Primitives.ModelReaderWriterOptions options) { }
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Azure.AI.Agents.Persistent.DeepResearchToolDefinition System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.DeepResearchToolDefinition>.Create(System.BinaryData data, System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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string System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.DeepResearchToolDefinition>.GetFormatFromOptions(System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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System.BinaryData System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.DeepResearchToolDefinition>.Write(System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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}
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[System.Runtime.InteropServices.StructLayoutAttribute(System.Runtime.InteropServices.LayoutKind.Sequential)]
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public readonly partial struct DoneEvent : System.IEquatable<Azure.AI.Agents.Persistent.DoneEvent>
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{
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public static Azure.AI.Agents.Persistent.RunStepCodeInterpreterLogOutput RunStepCodeInterpreterLogOutput(string logs = null) { throw null; }
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public static Azure.AI.Agents.Persistent.RunStepCodeInterpreterToolCall RunStepCodeInterpreterToolCall(string id, string input, System.Collections.Generic.IReadOnlyList<Azure.AI.Agents.Persistent.RunStepCodeInterpreterToolCallOutput> outputs) { throw null; }
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public static Azure.AI.Agents.Persistent.RunStepCompletionUsage RunStepCompletionUsage(long completionTokens = (long)0, long promptTokens = (long)0, long totalTokens = (long)0) { throw null; }
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public static Azure.AI.Agents.Persistent.RunStepDeepResearchToolCall RunStepDeepResearchToolCall(string id = null, Azure.AI.Agents.Persistent.RunStepDeepResearchToolCallDetails deepResearch = null) { throw null; }
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public static Azure.AI.Agents.Persistent.RunStepDeepResearchToolCallDetails RunStepDeepResearchToolCallDetails(string input = null, string output = null) { throw null; }
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public static Azure.AI.Agents.Persistent.RunStepDelta RunStepDelta(Azure.AI.Agents.Persistent.RunStepDeltaDetail stepDetails = null) { throw null; }
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public static Azure.AI.Agents.Persistent.RunStepDeltaChunk RunStepDeltaChunk(string id = null, Azure.AI.Agents.Persistent.RunStepDeltaChunkObject @object = default(Azure.AI.Agents.Persistent.RunStepDeltaChunkObject), Azure.AI.Agents.Persistent.RunStepDelta delta = null) { throw null; }
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public static Azure.AI.Agents.Persistent.RunStepDeltaCodeInterpreterDetailItemObject RunStepDeltaCodeInterpreterDetailItemObject(string input = null, System.Collections.Generic.IEnumerable<Azure.AI.Agents.Persistent.RunStepDeltaCodeInterpreterOutput> outputs = null) { throw null; }
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public static Azure.AI.Agents.Persistent.PersistentAgentsNamedToolChoiceType BingGrounding { get { throw null; } }
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public static Azure.AI.Agents.Persistent.PersistentAgentsNamedToolChoiceType CodeInterpreter { get { throw null; } }
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public static Azure.AI.Agents.Persistent.PersistentAgentsNamedToolChoiceType ConnectedAgent { get { throw null; } }
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public static Azure.AI.Agents.Persistent.PersistentAgentsNamedToolChoiceType DeepResearch { get { throw null; } }
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public static Azure.AI.Agents.Persistent.PersistentAgentsNamedToolChoiceType FileSearch { get { throw null; } }
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public static Azure.AI.Agents.Persistent.PersistentAgentsNamedToolChoiceType Function { get { throw null; } }
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public static Azure.AI.Agents.Persistent.PersistentAgentsNamedToolChoiceType Mcp { get { throw null; } }
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string System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.RunStepCompletionUsage>.GetFormatFromOptions(System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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System.BinaryData System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.RunStepCompletionUsage>.Write(System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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}
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public partial class RunStepDeepResearchToolCall : Azure.AI.Agents.Persistent.RunStepToolCall, System.ClientModel.Primitives.IJsonModel<Azure.AI.Agents.Persistent.RunStepDeepResearchToolCall>, System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.RunStepDeepResearchToolCall>
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{
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internal RunStepDeepResearchToolCall() : base (default(string)) { }
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public Azure.AI.Agents.Persistent.RunStepDeepResearchToolCallDetails DeepResearch { get { throw null; } }
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protected override void JsonModelWriteCore(System.Text.Json.Utf8JsonWriter writer, System.ClientModel.Primitives.ModelReaderWriterOptions options) { }
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Azure.AI.Agents.Persistent.RunStepDeepResearchToolCall System.ClientModel.Primitives.IJsonModel<Azure.AI.Agents.Persistent.RunStepDeepResearchToolCall>.Create(ref System.Text.Json.Utf8JsonReader reader, System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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void System.ClientModel.Primitives.IJsonModel<Azure.AI.Agents.Persistent.RunStepDeepResearchToolCall>.Write(System.Text.Json.Utf8JsonWriter writer, System.ClientModel.Primitives.ModelReaderWriterOptions options) { }
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Azure.AI.Agents.Persistent.RunStepDeepResearchToolCall System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.RunStepDeepResearchToolCall>.Create(System.BinaryData data, System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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string System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.RunStepDeepResearchToolCall>.GetFormatFromOptions(System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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System.BinaryData System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.RunStepDeepResearchToolCall>.Write(System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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}
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public partial class RunStepDeepResearchToolCallDetails : System.ClientModel.Primitives.IJsonModel<Azure.AI.Agents.Persistent.RunStepDeepResearchToolCallDetails>, System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.RunStepDeepResearchToolCallDetails>
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{
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internal RunStepDeepResearchToolCallDetails() { }
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public string Input { get { throw null; } }
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public string Output { get { throw null; } }
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protected virtual void JsonModelWriteCore(System.Text.Json.Utf8JsonWriter writer, System.ClientModel.Primitives.ModelReaderWriterOptions options) { }
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Azure.AI.Agents.Persistent.RunStepDeepResearchToolCallDetails System.ClientModel.Primitives.IJsonModel<Azure.AI.Agents.Persistent.RunStepDeepResearchToolCallDetails>.Create(ref System.Text.Json.Utf8JsonReader reader, System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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void System.ClientModel.Primitives.IJsonModel<Azure.AI.Agents.Persistent.RunStepDeepResearchToolCallDetails>.Write(System.Text.Json.Utf8JsonWriter writer, System.ClientModel.Primitives.ModelReaderWriterOptions options) { }
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Azure.AI.Agents.Persistent.RunStepDeepResearchToolCallDetails System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.RunStepDeepResearchToolCallDetails>.Create(System.BinaryData data, System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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string System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.RunStepDeepResearchToolCallDetails>.GetFormatFromOptions(System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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System.BinaryData System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.RunStepDeepResearchToolCallDetails>.Write(System.ClientModel.Primitives.ModelReaderWriterOptions options) { throw null; }
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}
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public partial class RunStepDelta : System.ClientModel.Primitives.IJsonModel<Azure.AI.Agents.Persistent.RunStepDelta>, System.ClientModel.Primitives.IPersistableModel<Azure.AI.Agents.Persistent.RunStepDelta>
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{
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internal RunStepDelta() { }

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