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<!-- Thank you for your contribution! Please review https://microsoft.github.io/autogen/docs/Contribute before opening a pull request. --> <!-- Please add a reviewer to the assignee section when you create a PR. If you don't have the access to it, we will shortly find a reviewer and assign them to your PR. --> ## Why are these changes needed? These changes are needed to expand AutoGen's memory capabilities with a robust, production-ready integration with Mem0.ai. <!-- Please give a short summary of the change and the problem this solves. --> This PR adds a new memory component for AutoGen that integrates with Mem0.ai, providing a robust memory solution that supports both cloud and local backends. The Mem0Memory class enables agents to store and retrieve information persistently across conversation sessions. ## Key Features - Seamless integration with Mem0.ai memory system - Support for both cloud-based and local storage backends - Robust error handling with detailed logging - Full implementation of AutoGen's Memory interface - Context updating for enhanced agent conversations - Configurable search parameters for memory retrieval ## Related issue number <!-- For example: "Closes #1234" --> ## Checks - [x] I've included any doc changes needed for <https://microsoft.github.io/autogen/>. See <https://github.com/microsoft/autogen/blob/main/CONTRIBUTING.md> to build and test documentation locally. - [x] I've added tests (if relevant) corresponding to the changes introduced in this PR. - [ ] I've made sure all auto checks have passed. --------- Co-authored-by: Victor Dibia <victordibia@microsoft.com> Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com> Co-authored-by: Ricky Loynd <riloynd@microsoft.com>