wavefront icon indicating copy to clipboard operation
wavefront copied to clipboard

Update flo_json_output_collector.py

Open drQedwards opened this issue 7 months ago β€’ 0 comments

Q-Promise Logic Loop Summary

  1. Data is appended as JSON objects: Each agent output gets parsed (comments stripped, regex for {...}), loaded via json.loads, and appended to self.data.

  2. Standard memory access: β€’ pop() removes the last memory dict. β€’ peek() shows it. β€’ fetch() merges all collected dicts into one.

  3. Recursive Q-promise replay with rewind: collector.rewind(lambda entry: print(entry))

Walks from newest to oldest memory. β€’ Calls your callback function per step (like chaining .then() in JavaScript promises). β€’ Optional depth argument to limit steps.

it = collector.iter_q(depth=5) while it.has_next(): for step in it.next(): print("Q-step:", step)

Each call to next() yields the next memory dict (wrapped as a list for inner for-loop compatibility). β€’ Walks newest-to-oldest by default, depth-limited if you want.

βΈ»

Key Logic Loop Properties β€’ Reverse chronological traversal (newest first): This matches most RL agent replay buffers and is natural for undo, memory audit, or prompt context reconstruction. β€’ Callback or iterator compatibility: Use either functional (rewind) or imperative (while/for) paradigms. β€’ Strict vs. loose JSON mode: Optional strict enforcement makes it robust for production and testable in noisy LLM/agent pipelines. β€’ Extensible: You can wrap these loops for QChain block emission, audit logging, or even persistent memory checkpointing.

1. Append two rounds of agent output (with possible comments) collector = FloJsonOutputCollector(strict=False)

collector.append('{"a":1} // ignore this') collector.append('{"b":2} /* ignore this too */')

2. Q-promise rewind

collector.rewind(lambda entry: print("Promise Q:", entry))

3. While-for hybrid

it = collector.iter_q() while it.has_next(): for batch in it.next(): print("Flo Q Step:", batch) Promise Q: {'b': 2} Promise Q: {'a': 1} Flo Q Step: {'b': 2} Flo Q Step: {'a': 1}

This is as tight I can get Flo to have memory context in python as a proposed patch. Up to you all if you decide to use this.

-Dr. Q Josef Kurk Edwards

drQedwards avatar May 27 '25 19:05 drQedwards