Repository brief

HKUDS/LightRAG

Read the upstream summary on the left, browse the cached forks below it, and load each fork comparison into the right-hand panel.

Cached analysis

cached 2026-03-31T14:14:51.402Z

HKUDS/LightRAG

HKUDS/LightRAG appears to be an open source project focused on Container tooling, Documentation site, Python. [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

GitHub

Stars31,275

Forks4,463

Default branchmain

Last pushed2026-03-30T00:59:08Z

Best maintainedNone

Closest to upstreammarketingjuliancongdanh79-pixel/LightRAG

Most feature-richpalmier-io/palmier-lightrag

Most opinionatedpalmier-io/palmier-lightrag

Forks

Choose a fork to inspect

10 cached fork briefs

Fork comparison

aiproductguy/LightRAG-gui

stale

significant_divergence

This fork is materially different enough that adopters should validate long-term maintenance and upgrade cost.

Likely purpose

Customizes the upstream project for a branded or organization-specific use case.

Best for

Users who specifically need the fork's additional behavior.

Additional features

Fork-specific work appears around `tests/test_interactive_setup_outputs.py`.
Fork-specific work appears around `uv.lock`.
Fork-specific work appears around `lightrag/kg/postgres_impl.py`.
Fork-specific work appears around `lightrag/operate.py`.
Expands API, schema, or SDK surface area for downstream integrations and generated clients.
Changes agent workflow behavior, such as prompt handling, handoffs, worktrees, memory, or orchestration flow.

Missing features

It trails upstream by 1430 commits, so some recent upstream features and fixes are likely not present yet.

Strengths

Ahead of upstream by 254 commits.
Touches 420 files across 10 main areas.

Risks

Behind upstream by 1430 commits.
Recent maintenance activity looks weak.