8000 Update System Prompt & Improve As-Readable Logic by ohdearquant · Pull Request #547 · khive-ai/lionagi · GitHub
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Merged
merged 19 commits into from
Jan 24, 2025
Merged

Update System Prompt & Improve As-Readable Logic #547

merged 19 commits into from
Jan 24, 2025

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@ohdearquant ohdearquant commented Jan 24, 2025 •
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PR Description: Update System Prompt & Improve As-Readable Logic

Overview
This pull request updates our system prompt across LionAGI, integrates a more robust as_readable approach for displaying nested data, and addresses miscellaneous fixes in the ReAct flow, interpret actions, and error handling in APICalling.

Key Changes

  1. System Prompt Enhancement

    • Introduces LION_SYSTEM_MESSAGE in lionagi/session/prompts.py, describing the LionAGI vocabulary and design principles.
    • Adds an optional use_lion_system_message flag in Branch.__init__(), allowing the developer to prepend the Lion system message automatically.

  2. as_readable & as_readable_json Improvements

    • Refactors logic in lionagi/libs/schema/as_readable.py to handle:
      • More robust recursion for nested dicts/lists/Pydantic models.
      • Optional YAML-like (format_dict) vs. JSON output.
      • Markdown code blocks for notebook display.
    • Adds better multi-line string handling, ensuring the block scalar style (|) for YAML-like output.

  3. ReAct Flow Enhancements

    • ReAct.py now prints intermediate analyses using as_readable, with optional markdown, curly-based or JSON-based formatting.
    • Adds a verbose_length parameter to truncate overly lengthy chain-of-thought logs, avoiding huge console prints.

  4. Interpret & Parse Adjustments

    • interpret() can specify interpret_model for an alternative chat model.
    • Minor changes in parse.py to handle InterruptedError and stricter use of partial results if an LLM conversation is canceled mid-parse.

  5. APICalling Cancellation Handling

    • _inner() and _stream() methods more cleanly raise asyncio.CancelledError when user or environment cancels.
    • Ensures partial results are handled properly, and the event’s status is set to FAILED if canceled.

  6. Miscellaneous

    • Bumps version from 0.8.8 to 0.9.0.
    • Adds a new system config “developer prompt” for certain iModel calls if a specific “o1” model name is used in OpenAI completions logic.

Files Changed

  • lionagi/libs/schema/as_readable.py
    • Main refactor for the YAML-like vs. JSON rendering.
  • lionagi/operations/ReAct/ReAct.py
    • Enhanced logging with as_readable.
  • lionagi/operations/_act/act.py
    • Minor verbose debug improvements.
  • lionagi/operations/interpret/interpret.py
    • Supports interpret_model usage.
  • lionagi/service/endpoints/base.py
    • Improved _inner with explicit CancelledError re-raising.
  • lionagi/session/branch.py
    • use_lion_system_message flag, updated handling of system prompts.
  • lionagi/session/prompts.py (new)
    • Contains the large “LION_SYSTEM_MESSAGE” text block.
  • lionagi/version.py & pyproject.toml
    • Version bumped to 0 10000 .9.0.

Testing & Validation

  • Unit tests updated or added in tests/libs/utils/test_as_readable.py, ensuring correct multiline string formatting and custom kwargs handling.
  • Verified ReAct steps output truncated chain-of-thought logs when verbose_length is provided.
  • Confirmed interpret steps accept optional model overrides without breaking defaults.
  • Ran local integration tests on standard flows (branch.communicate, branch.operate, branch.ReAct) to confirm no regressions.

We appreciate your review and feedback!
This PR should provide better system-level clarity via the new system prompt, improved debug/tracing with refined as_readable, and more robust cancellation handling in the event loop.

@ohdearquant
feat: add interpret_model parameter to enhance prompt structuring
8921dcd
@ohdearquant
fix: improve retry logic in parse function to handle response model v…
5723c99 
…alidation errors
@ohdearquant
feat: introduce Analysis class and update ReAct function to support i…
00ac291 
…nterpret_model parameter
@ohdearquant
fix: refine error handling in APICalling and enhance payload creation…
473c75a 
… in OpenAIChatCompletionEndPoint
@ohdearquant
feat: add LION_SYSTEM_MESSAGE to define system operations and guidelines
be36499
@ohdearquant
fix: update validation logic in ReaderRequest to handle empty values …
cbbe564 
…and improve offset validation
@ohdearquant
feat: add support for LION_SYSTEM_MESSAGE in Branch class and enhance…
7c02564 
… chat model handling
@ohdearquant
chore: bump version to 0.8.9
216684f
@ohdearquant
fix: update assertion in test_react_basic_flow to check analysis prop…
0b1f03c 
…erty
@ohdearquant
chore: bump version to 0.8.9 in pyproject.toml and uv.lock
cac1e75
@ohdearquant
feat: enhance as_readable function with YAML-like formatting and Jupy…
433c29d 
…ter notebook detection
@ohdearquant
fix: handle InterruptedError in parse function to improve error manag…
669b19d 
…ement
@ohdearquant
feat: add verbose logging for action invocation arguments
bdf3f59
@ohdearquant
feat: enhance verbose analysis output with formatted readability
91f084d
@ohdearquant
feat: update response format instruction to escape quotes and special…
dc2c6c9 
… characters
@ohdearquant
feat: improve error handling and retry logic in APICalling class
2ea653b
@ohdearquant
feat: add verbose_length parameter to Branch class for enhanced analy…
8b69fd6 
…sis control
@ohdearquant
refactor: reorder import statements for improved clarity and organiza…
716fedf 
…tion
@ohdearquant
chore: bump version to 0.9.0 in version.py, pyproject.toml, and uv.lock
57e4ad4
@ohdearquant ohdearquant merged commit 98cab3c into main Jan 24, 2025
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@ohdearquant ohdearquant changed the title Update system prompt Update System Prompt & Improve As-Readable Logic Jan 29, 2025
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