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topoteretes / cognee

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

Python★ 31,446
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github.com/topoteretes/cognee·Indexed at 6df1eda·3mo ago·Up to date with upstream

About this codebase

2,262 files and 13,146 symbols in 15 modules, led by Python (1,810 files) and TypeScript (226).

Built from the index

Start reading

  • Knowledge graph2,262 files and how they depend on each other.→
  • Add context evaluation to eval framework with optional contextual relevancy metricDecisionProposed decision, from a pull request.→

Code health

6.6out of 10Fair

This codebase scores 6.6 out of 10 for code health, which we rate fair. It also scores maintainability 8.1 and static performance 9.8 out of 10. The three are scored separately and never blended into one number. Risk is concentrated, as it usually is: 298 of 2,262 files are git hotspots, and they average 4.6 — which is where the fixes pay off most.

Full health report →

On the leaderboards:#2 of 4 Agent memory layers·#28 of 44 Python repos

Do next

1 thing worth doing this quarter.

Worth planning

  • Delete 126 unused symbols and files (2,856 lines)

    Nothing in the graph reaches them, across 99 files; every reader and agent pays to skip them.

    symbols
    126
    lines
    2,856
    safe to delete
    Yes(inferred)
    Medium effort

Improve what Repowise can see

  • Add a test coverage report

    Without one, Repowise cannot tell tested code from untested code, so every test-related action says “unknown”.

    line coverage
    Unknown, no report
    Small effort
  • Review the 59 proposed decisions

    None is accepted yet, so nothing can drift from one and agents get no enforced guidance from them.

    proposed
    59
    accepted
    0
    Medium effort
All actions in the Overview →

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  • OverviewEverything the index found, what changed this week, commits and decisions.→
  • DocumentationModule-by-module documentation, written from the source.→
  • ArchitectureDependency graph, layers and third-party dependencies.→
  • Code healthEvery file's score, the findings behind it, tests and refactoring plans.→
  • CommitsEach commit's effect on code health, with agent provenance.→
  • ContributorsWho owns what, and where one person holds most of the knowledge.→
  • DecisionsArchitectural decisions mined from commits and pull requests.→
  • Ask this codebaseSign inGrounded answers over the indexed code.→

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How topoteretes/cognee works

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine. This page is a map of the topoteretes/cognee repository, written primarily in Python, rebuilt from the source each time it is indexed. Repowise parses every symbol, computes a dependency graph, scores per-file code health from complexity, duplication, test coverage and churn, mines git history for hotspots and ownership, and lifts the architectural decisions into documentation you can read here or query through MCP.

The codebase has 2,262 files and 13,146 symbols in 15 modules, led by Python, TypeScript and JavaScript. Code health is 6.6 out of 10, rated fair.

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