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Refactor prompt structure: move MESSAGES after instructions

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Reordered prompt structure in extract_nodes.py to place MESSAGES section
after instructions/guidelines in both extract_attributes and extract_summary
functions for improved prompt clarity.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
Daniel Chalef 2025-10-04 16:17:48 -07:00
parent 896cb4e990
commit 78699b0139
1 changed files with 10 additions and 9 deletions
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19
graphiti_core/prompts/extract_nodes.py
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@ -260,10 +260,7 @@ def extract_attributes(context: dict[str, Any]) -> list[Message]:
role='user',
content=f"""
<MESSAGES>
{to_prompt_json(context['previous_episodes'], indent=2)}
{to_prompt_json(context['episode_content'], indent=2)}
</MESSAGES>
Given the above MESSAGES and the following ENTITY, update any of its attributes based on the information provided
in MESSAGES. Use the provided attribute descriptions to better understand how each attribute should be determined.
@ -271,6 +268,11 @@ def extract_attributes(context: dict[str, Any]) -> list[Message]:
Guidelines:
1. Do not hallucinate entity property values if they cannot be found in the current context.
2. Only use the provided MESSAGES and ENTITY to set attribute values.
<MESSAGES>
{to_prompt_json(context['previous_episodes'], indent=2)}
{to_prompt_json(context['episode_content'], indent=2)}
</MESSAGES>
<ENTITY>
{context['node']}
@ -289,17 +291,16 @@ def extract_summary(context: dict[str, Any]) -> list[Message]:
Message(
role='user',
content=f"""
Given the MESSAGES and the ENTITY, update the summary that combines relevant information about the entity
from the messages and relevant information from the existing summary.
{summary_instructions}
<MESSAGES>
{to_prompt_json(context['previous_episodes'], indent=2)}
{to_prompt_json(context['episode_content'], indent=2)}
</MESSAGES>
Given the above MESSAGES and the following ENTITY, update the summary that combines relevant information about the entity
from the messages and relevant information from the existing summary.
{summary_instructions}
<ENTITY>
{context['node']}
</ENTITY>