AutoGen meets SWE_bench

[skzhang1]

Why are these changes needed?

This PR provides a basic implementation for SWE_bench benchmark (https://www.swebench.com). This PR is still on working and not ready for review.

• Specific packages pre-requirement
• Documentations (notebook, blogpost)
• Clean the codes.

🌹 Acknowledgement: The code is greatly on the basis of swe-agent.

Please add more @Hk669 if you have other suggestions. @Hk669 will mainly take response for it based on this draft PR.

Related issue number

N/A

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.