+MongoDB Vector Support [WIP]

[ranfysvalle02]

Description

Add MongoDB as a VectorDB.

Fixes # (issue)

https://github.com/mem0ai/mem0/issues/1166

Type of change

Please delete options that are not relevant.

• [ ] Bug fix (non-breaking change which fixes an issue)
• [X] New feature (non-breaking change which adds functionality)
• [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
• [ ] Refactor (does not change functionality, e.g. code style improvements, linting)
• [ ] Documentation update

How Has This Been Tested?

There is working code that highlights how to use, and the output.

Please delete options that are not relevant.

• [ ] Unit Test
• [X] Test Script

config = {
    "vector_store": {
        "provider": "mongodb",
        "config": {
            "mdb_uri": "mongodb://0.0.0.0/?directConnection=true",
            "dbname": "DEMO",
            "collection_name": "TEST",
            "get_embedding": get_embedding,
            "embedding_model_dims": len(get_embedding("0")),
        }
    }
}
m = Memory.from_config(config)

Checklist:

• [ ] My code follows the style guidelines of this project
• [ ] I have performed a self-review of my own code
• [ ] I have commented my code, particularly in hard-to-understand areas
• [ ] I have made corresponding changes to the documentation
• [ ] My changes generate no new warnings
• [ ] I have added tests that prove my fix is effective or that my feature works
• [ ] New and existing unit tests pass locally with my changes
• [ ] Any dependent changes have been merged and published in downstream modules
• [ ] I have checked my code and corrected any misspellings

Maintainer Checklist

• [ ] closes #xxxx (Replace xxxx with the GitHub issue number)
• [ ] Made sure Checks passed

[CLAassistant]

Thank you for your submission! We really appreciate it. Like many open source projects, we ask that you sign our Contributor License Agreement before we can accept your contribution.

---

Fabian seems not to be a GitHub user. You need a GitHub account to be able to sign the CLA. If you have already a GitHub account, please add the email address used for this commit to your account.
_{You have signed the CLA already but the status is still pending? Let us recheck it.}

[Dev-Khant]

Hey @ranfysvalle02 Can you please resolve the merge conflicts and sign the CLA?

[ranfysvalle02]

@Dev-Khant - Sorry, been away due to a family emergency. Will get this going again!

[Dev-Khant]

Hey @ranfysvalle02 Hope everything is good now, take your time. No rush.

[ranfysvalle02]

@Dev-Khant --

https://github.com/mem0ai/mem0/pull/2347 contains the signed CLA and all that good stuff.... Let me know if any issues :)