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.Net Agents - ChatHistory Reducer Pattern #7570
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…/microsoft/semantic-kernel into feature_agent_history_truncation
…/microsoft/semantic-kernel into feature_agent_history_truncation
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.Net Agents - ChatHistory Reducer Pattern (DRAFT)
.Net Agents - ChatHistory Reducer Pattern
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…/microsoft/semantic-kernel into feature_agent_history_truncation
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### Motivation and Context <!-- Thank you for your contribution to the semantic-kernel repo! Please help reviewers and future users, providing the following information: 1. Why is this change required? 2. What problem does it solve? 3. What scenario does it contribute to? 4. If it fixes an open issue, please link to the issue here. --> Introduce ability to reduce the length of the chat-history when using the _Agent Framework_. A prolonged agent dialog can exceed the allowed token limit. As such, introducing a technique for managing chat-history is critical. Such a technique must be available for both `AgentChat` and _No-Chat_ invocation modes. > Note: This consideration only applies to `ChatCompletionAgent` as the Assistant API manages this internally for `OpenAIAssistantAgent`. ### Description <!-- Describe your changes, the overall approach, the underlying design. These notes will help understanding how your code works. Thanks! --> - Define `IChatHistoryReducer` contract - Add `ChatCompletionAgent.HistoryReducer` nullable/optional property - Update `ChatCompletionAgent.GetChannelKeys()` to assign agents to dedicted channels based on reducer. - Implement "Top N" truncating reducer: `ChatHistoryTruncationReducer` - Implement summarizing reducer: `ChatHistorySummarizationReducer` - Allow prompt customization for `ChatHistorySummarizationReducer` - Update `ChatHistoryChannel` to make use of agent-reducer, if present - Add `ChatCompletion_HistoryReducer` sample under _Concepts_ ### Contribution Checklist <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [X] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [X] All unit tests pass, and I have added new tests where possible - [X] I didn't break anyone 😄
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Motivation and Context
Introduce ability to reduce the length of the chat-history when using the Agent Framework.
A prolonged agent dialog can exceed the allowed token limit. As such, introducing a technique for managing chat-history is critical. Such a technique must be available for both
AgentChat
and No-Chat invocation modes.Description
IChatHistoryReducer
contractChatCompletionAgent.HistoryReducer
nullable/optional propertyChatCompletionAgent.GetChannelKeys()
to assign agents to dedicted channels based on reducer.ChatHistoryTruncationReducer
ChatHistorySummarizationReducer
ChatHistorySummarizationReducer
ChatHistoryChannel
to make use of agent-reducer, if presentChatCompletion_HistoryReducer
sample under ConceptsContribution Checklist