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docs: add OMEGA as memory storage backend#4853

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singularityjason wants to merge 1 commit intocrewAIInc:mainfrom
singularityjason:docs/omega-memory-backend
Open

docs: add OMEGA as memory storage backend#4853
singularityjason wants to merge 1 commit intocrewAIInc:mainfrom
singularityjason:docs/omega-memory-backend

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@singularityjason singularityjason commented Mar 14, 2026

Summary

  • Adds documentation page for using OMEGA as a persistent memory backend for CrewAI
  • OMEGA provides local-first, cross-session memory with semantic deduplication, contradiction detection, and graph relationships
  • No cloud API keys needed for the storage layer -- all data stays in a local SQLite database with built-in ONNX embeddings
  • Install: pip install omega-memory crewai

Changes

  • docs/en/guides/advanced/omega-memory-backend.mdx -- new docs page covering Quick Start, OmegaStorage usage, Flows integration, configuration reference, category mapping, and fully local setup
  • docs/docs.json -- added page to the Advanced guides navigation

Test plan

  • Verify the docs page renders correctly in Mintlify
  • Confirm navigation link appears under Guides > Advanced
  • Test code examples against omega-memory and crewai packages

🤖 Generated with Claude Code


Note

Low Risk
Documentation-only change that adds a new guide page and a navigation entry; main risk is broken doc rendering or incorrect examples/links.

Overview
Adds a new Advanced guide page, en/guides/advanced/omega-memory-backend, documenting how to use OMEGA as a persistent, local-first storage backend for CrewAI memory (setup, OmegaMemory/OmegaStorage usage, Flows example, configuration tables, and troubleshooting).

Updates docs.json to include the new page in the Guides → Advanced navigation (for both duplicated nav sections/versions).

Written by Cursor Bugbot for commit 6dd4627. This will update automatically on new commits. Configure here.

Add documentation for using OMEGA as a persistent, local-first memory
backend for CrewAI. OMEGA provides SQLite-based storage with built-in
embeddings, semantic dedup, and contradiction detection. No cloud API
keys needed for the storage layer.

Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]>
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