Potential Improvement for KafkaChatMessageHistory

[changliu-0520]

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Feature request

Open this discussion as a follow-up to #22216. Potential Enhancements for KafkaChatMessageHistory:

1. Implement Asynchronous Methods.
2. Enable Message Retrieval Using Timestamps: Allow users to retrieve chat messages based on specific timestamps.
3. Add Support for Additional Configurations: Expand the configuration options to include parameters, e.g. api_key for integration with cloud-hosted Kafka instances.
4. Enhance Testing coverage.
5. Improve Documentation: Expand the documentation to provide clearer, more comprehensive guidance on using and configuring KafkaChatMessageHistory, including detailed examples and best practices.

Motivation

Open this discussion as a follow-up to #22216.

Proposal (If applicable)

No response