Uploaded image for project: 'Python Driver'
  1. Python Driver
  2. PYTHON-4743

Spike -- Investigate pipeline refinements for AI/ML integrations across driver teams

XMLWordPrintableJSON

    • Type: Icon: Task Task
    • Resolution: Duplicate
    • Priority: Icon: Unknown Unknown
    • None
    • Affects Version/s: None
    • Component/s: None
    • None
    • None
    • Python Drivers
    • Hide

      1. What would you like to communicate to the user about this feature?
      2. Would you like the user to see examples of the syntax and/or executable code and its output?
      3. Which versions of the driver/connector does this apply to?

      Show
      1. What would you like to communicate to the user about this feature? 2. Would you like the user to see examples of the syntax and/or executable code and its output? 3. Which versions of the driver/connector does this apply to?
    • None
    • None
    • None
    • None
    • None
    • None

      Context

      Document how each driver team has implemented their AI/ML integrations. Note any similarities/commonalities in issues across all implementations.

      Key points to capture:

      • Type of MongoDB server used for testing (local/cloud)
      • Type of LLM used for testing (Homemade Mock Embedder / Paid for OPENAI_API_KEY)
      • How often regression are caught
      • All the libraries our teams have integrated with within a driver team
      • How often tests get run within the integrated repository (and outside of it)
      • Where and if there are any "implementation best practices" for their team
      • Findings on how requests surface
      • Findings on how integrations get prioritized/triaged
      • Findings on how teams deal with external PRs
      • ...etc

      Definition of done

      Documentation of investigation findings. Potential follow-ups.

      Pitfalls

      What should the implementer watch out for? What are the risks?

            Assignee:
            jib.adegunloye@mongodb.com Jib Adegunloye
            Reporter:
            jib.adegunloye@mongodb.com Jib Adegunloye
            Votes:
            0 Vote for this issue
            Watchers:
            2 Start watching this issue

              Created:
              Updated:
              Resolved: