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Add shared memory across experimentation branches #36

@AlirezaNadafN

Description

@AlirezaNadafN

Issue:

Currently each branch has its own data directory, and if a branch does a heavy experimentation like caching a compute heavy part. Others doesn't have access to it.

Solution:

  • Add shared memory directory to the prompt and run in handler.
  • Add shared memory directory details and definitions to idea generation.
  • Add shared memory info aggregation and summarization to Context Manager.

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