Integrate Mem0 for providing long-term memory for AI Agents

[Dev-Khant]

Added documentation and a notebook example demonstrating how to use memory with AI agents. Here Mem0 is used for managing the memory related operations.

Why are these changes needed?

It helps users to have a memory component attached to their agents. So AI agents can remember what user is talking about.

Related issue number

Checks

• I've included any doc changes needed for https://microsoft.github.io/autogen/. See https://microsoft.github.io/autogen/docs/Contribute#documentation to build and test documentation locally.
• I've added tests (if relevant) corresponding to the changes introduced in this PR.
• I've made sure all auto checks have passed.

[Dev-Khant]

@microsoft-github-policy-service agree company="Mem0"

[Hk669]

@Dev-Khant thanks for the PR. we would love to have this implementation in a notebook. can you please put the working code on the notebook.

[Dev-Khant]

Hi @Hk669, Thanks for reviewing the PR. I have added the colab notebook link, please check.
Let me know if any more changes are required. Thanks!

[Hk669]

Hi @Hk669, Thanks for reviewing the PR. I have added the colab notebook link, please check. Let me know if any more changes are required. Thanks!

thanks for adding in the link, we would love to have the notebook in the repository. this should help you: https://github.com/microsoft/autogen/blob/main/notebook/contributing.md#how-to-get-a-notebook-displayed-on-the-website

[Josephrp]

love mem0 and taranjeet tools :-)

[Dev-Khant]

Hey @Hk669 I added the notebook.

[Hk669]

Hey @Hk669 I added the notebook.

pre-commit to fix the code formatting. thanks

[Dev-Khant]

Hey @Hk669 I added the notebook.

pre-commit to fix the code formatting. thanks

Sorry, I forgot about it. It's done now.

[Hk669]

looks good to me. thanks @Dev-Khant

[thinkall]

Thank you @Dev-Khant for the PR. I've two quick questions.

1. Why there are changes to autobuild_agent_library.ipynb and lats_search.ipynb?
2. Can we add memory to Mem0 inside a chat conversations? In the examples, it looks like we can only retrieve memory. Would you like to add support to adding memory automatically? I believe that would bring more value to the users.

[gagb]

Please see the comments.

[gagb]

@Dev-Khant -- can you also please improve the description of this PR to explain what this PR is doing. Useful to do that in general to speed up the review process.

[Dev-Khant]

Thank you @Dev-Khant for the PR. I've two quick questions.

1. Why there are changes to autobuild_agent_library.ipynb and lats_search.ipynb?
2. Can we add memory to Mem0 inside a chat conversations? In the examples, it looks like we can only retrieve memory. Would you like to add support to adding memory automatically? I believe that would bring more value to the users.

Hi @thinkall Thanks for reviewing the PR. Answers for your questions:

1. autobuild_agent_library.ipynb and lats_search.ipynb were affected because of pre-commit checks. Do you want me to remove these files?
2. Yes we actually wanted to do that but the issue we faced was right now it's not easy to directly alter with input messages for agents, for that we have to update the ConversableAgent class methods to support Mem0. We still wanted to explore the best way to integrate Mem0 with Autogen so we prepared this base example for users to get started.

Please share any feedbacks or suggestions on how can we use Mem0 inside chat conversations.

[Dev-Khant]

@Dev-Khant -- can you also please improve the description of this PR to explain what this PR is doing. Useful to do that in general to speed up the review process.

Sorry my bad, should have written proper description. Will take care of this from now on!

[thinkall]

Thank you @Dev-Khant for the updates.

You may want to start with extending ConversableAgent instead of updating it directly. There are some examples under folder agentchat/contrib. But this can be done in a separate PR.

[Dev-Khant]

@thinkall We were already planning to extend the ConversibleAgent class itself, but still, we wanted to explore the best way to integrate Mem0 with Autogen so we prepared this base example for users to get started.

[Dev-Khant]

@gagb Please let me know if anything is pending from my side for the PR. Thanks!