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feat: adding agents back to the experimental repo (#326)

* adding agents back to the experimental repo

* adding tests

* wip

* adding back dependencies

* for this branch make the dependency on the haystack main

* reverting dependency and commenting out test

* reverting dependency and commenting out test

* reverting dependency and commenting out test

* feat: breakpoints structure (#330)

* initial import

* formating and renaming file

* solving shadowing issues

* solving shadowing issues

* solving formating issues

* adding type annotation

* adding visit count to Tool

* updating AgentBreakpoint

* removing whitespace

* renaming shadow variable names

* improving eq in ToolBrekapoint

* setting dependency from haystack-ai main

* reverting pyproject.toml

* syncing with new haystack release

* typing

* updating all agent related with with latest haystack release

* more tpying issues

* feat: adding break points to `Agent` (#328)

* adding agents back to the experimental repo

* wip: adding breakpoints PoC to Agents

* wip

* typing

* formatting

* pylint issues

* fix typing

* reverting pyproject.toml

* fixing bug in component_visits

* linting

* adding/fixing tests

* all tests fixed

* cleaning up

* adding breakpoints to async version

* cleaning up

* refactoring tests

* adding more tests

* cleaning up

* formating issues

* typing

* cleaning

* adding async tests

* nit

* refactoring breakpoints logic to avoid duplicated code

* converting to staticmethod

* updating Agent + tests to use Breakpoint datastrcutures

* updating async tests to use Breakpoint datastrcutures

* refactoring tests

* refactoring tests

* wip: Pipeline accepting Breakpoint and Agentbreakpoint

* Pipeline accepting Breakpoint and Agentbreakpoint + fixing tests

* fix validate_input issue

* updating tests

* wip: adding breakpoints PoC to Agents

* WIP: testing breakpoints in agent within a pipeline

* wip: adding test for multiple breakpoints in Agen... (continued)

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Source Files on job 16307155193.1