memories

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Save and retrieve memories or embeddings via the repo helpers or API. Use when working with embedding config or memory storage.

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Sourceproompteng/lab
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NPX Install

npx skill4agent add proompteng/lab memories

Tags

Translated version includes tags in frontmatter
memory-storageembedding-retrievalopenai-embeddingsrepo-helpersai-memory

SKILL.md Content

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Memories

Overview

Use the memories helpers to store and retrieve embeddings in a consistent way. Ensure embedding dimension matches the DB schema.

Save

bash
bun run --filter memories save-memory   --task-name bumba-enrich-repo   --content "Enrichment facts for services/bumba"   --summary "Bumba repo facts"   --tags "bumba,enrich"

Retrieve

bash
bun run --filter memories retrieve-memory   --query "enrichFile workflow"   --limit 5

Environment

  • OPENAI_API_BASE_URL
    / 
    OPENAI_API_BASE
  • OPENAI_EMBEDDING_MODEL
  • OPENAI_EMBEDDING_DIMENSION
  • OPENAI_EMBEDDING_TIMEOUT_MS

Resources

  • Reference: 
    references/memories-runbook.md
  • Helper: 
    scripts/memories.sh
  • Example payload: 
    assets/memory-entry.json