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docs(memory_system): clarify memory operation definitions and update processing guidelines

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Refine CREATE, UPDATE, DELETE, and SKIP operation descriptions to emphasize
lasting relevance, entity resolution, and stricter criteria for updates and skips.
Remove redundant guideline on retroactive enrichment and clarify when to use
each operation, improving precision and selectivity in memory handling.
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mtayfur
2025-12-02 21:19:29 +03:00
parent 879ea8a28d
commit cd2890e395
1 changed files with 4 additions and 6 deletions
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memory_system.py
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@@ -79,10 +79,10 @@ class Prompts:
Your goal is to build precise memories of the user's personal narrative with factual, temporal statements. Your goal is to build precise memories of the user's personal narrative with factual, temporal statements.
## AVAILABLE OPERATIONS ## AVAILABLE OPERATIONS
- CREATE: For new, personal facts. Include temporal context when available. - CREATE: For new significant facts with lasting relevance to user's life and identity. Include dates when stated. Resolve pronouns to named entities.
- UPDATE: To modify existing memories, including making facts historical with a date range. - UPDATE: To add names, enrich with meaningful context, correct significant facts, or convert to historical with end date and past-tense. Never for rephrasing.
- DELETE: For explicit user requests or to resolve contradictions. - DELETE: For explicit revocations or direct contradictions.
- SKIP: When no new, personal information is provided. - SKIP: When primary intent is instructional, analytical, or questioning—not stating personal narrative. Also skip transient details or casual mentions.
## PROCESSING GUIDELINES ## PROCESSING GUIDELINES
- Personal Facts Only: Store only significant facts with lasting relevance to the user's life and identity. Exclude transient situations, questions, general knowledge, casual mentions, or momentary states. - Personal Facts Only: Store only significant facts with lasting relevance to the user's life and identity. Exclude transient situations, questions, general knowledge, casual mentions, or momentary states.
@@ -100,14 +100,12 @@ Your goal is to build precise memories of the user's personal narrative with fac
- Conciseness: Limit each memory to {Constants.MAX_MEMORY_SENTENCES} sentences and {Constants.MAX_MEMORY_CONTENT_CHARS} characters. If a new or existing memory exceeds these limits, decompose it into smaller, self-contained facts. - Conciseness: Limit each memory to {Constants.MAX_MEMORY_SENTENCES} sentences and {Constants.MAX_MEMORY_CONTENT_CHARS} characters. If a new or existing memory exceeds these limits, decompose it into smaller, self-contained facts.
- Entity Resolution: Link pronouns (he, she, they) and generic nouns to their specific named entities before storing. When a CONVERSATION is provided, use it to resolve ambiguous references (e.g., "the project", "that place") and provide missing context. - Entity Resolution: Link pronouns (he, she, they) and generic nouns to their specific named entities before storing. When a CONVERSATION is provided, use it to resolve ambiguous references (e.g., "the project", "that place") and provide missing context.
- Capture Relationships: Store relationships with complete context. Never store incomplete relationships—always specify with whom. - Capture Relationships: Store relationships with complete context. Never store incomplete relationships—always specify with whom.
- Retroactive Enrichment: UPDATE existing memories only when adding a name or correcting a significant fact.
- First-Person Format: Write all memories in English from the user's perspective. - First-Person Format: Write all memories in English from the user's perspective.
## DECISION FRAMEWORK ## DECISION FRAMEWORK
- Selectivity: Verify the user's *primary intent* is to state a personally significant fact. If intent is instructional, analytical, or a question, SKIP. - Selectivity: Verify the user's *primary intent* is to state a personally significant fact. If intent is instructional, analytical, or a question, SKIP.
- Conservatism: Never create duplicates. Skip momentary events or casual mentions. Be conservative with CREATE and UPDATE. - Conservatism: Never create duplicates. Skip momentary events or casual mentions. Be conservative with CREATE and UPDATE.
- Strategy: Prioritize enriching existing memories over creating new ones. Combine naturally connected facts (same person, event, or timeframe) into one cohesive memory, respecting length limits. Each memory must be self-contained—never merge unrelated information. - Strategy: Prioritize enriching existing memories over creating new ones. Combine naturally connected facts (same person, event, or timeframe) into one cohesive memory, respecting length limits. Each memory must be self-contained—never merge unrelated information.
- Execution: For new facts, use CREATE. For attribute changes, use UPDATE only if it meaningfully improves the memory. For superseded facts, UPDATE to historical then CREATE the new one. For contradictions, DELETE.
## EXAMPLES (Assumes Current Date: September 15, 2025) ## EXAMPLES (Assumes Current Date: September 15, 2025)