Item detail
github.com

HKUDS/LightRAG

HKUDS/LightRAG is a framework in RepoRadar's Radar section, holding Gold tier and a 'try now' verdict. Its strongest signal is workflow potential, scored 9.7 out of 10.

Score8.6
Popularity79.0
Riskconditional
TierGold
Score breakdown
Usefulness8.0
Novelty8.0
Momentum8.0
Maturity8.3
Open-source/build8.4
Evidence7.2
Workflow potential9.7
Setup ease4.2

Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.

Why it matters

Useful for teams that want stronger retrieval quality and graph-aware context without signing up for a large closed platform.

Who should use it

RAG teams search engineers document AI builders developers tuning retrieval quality

Who should skip it

Skip HKUDS/LightRAG unless the captured evidence suggests it solves a problem you are actively working on.

About this signal

HKUDS/LightRAG is tracked by RepoRadar as a framework in the Radar section. First seen 2026-06-19; the source record was last checked on 2026-06-19. The current verdict is 'try now' with a Gold tier and advanced setup difficulty. Across RepoRadar's eight signals, HKUDS/LightRAG is strongest on workflow potential (9.7) and open-source/build quality (8.4) and weakest on setup ease (4.2) — a profile worth weighing against your own priorities. This page summarizes the public evidence on the linked source page and states where additional review is still needed.

How this item is evaluated

The HKUDS/LightRAG record combines a 8.6/10 composite score with separate popularity (79.0), risk (conditional), and setup (advanced) signals. See the scoring methodology for the current weights and evidence definitions.

Putting this into practice? Read How to evaluate an AI tool before you adopt it for the checklist behind this score.

Risk explanation

RAG frameworks can ingest sensitive documents and attach external storage, embedding, or tracing services, so review what content leaves your environment before using hosted components.

Evidence links
Closest alternatives / related signals
rag knowledge-graph retrieval multimodal evaluation
Verification record

What RepoRadar actually verified

Discovered

Automated discovery and source capture. Last checked 2026-08-13T20:20:15Z.

No editorial or hands-on review is claimed. This record remains at Discovered.

Verification sources

Longitudinal intelligence

How this decision record is moving

Raw history JSON →

46 dated snapshots retained from 2026-06-19 through 2026-08-13; see the snapshot index for explicit coverage gaps. Stars, version, release, pricing, integration, risk, maintenance, verdict, score, and momentum fields remain explicit even when a source has not reported them. Repository momentum is a normalized 0–10 RepoRadar signal; GitHub stars appear only where the popularity monitor retained exact timestamped observations.

RepoRadar score8.6 current · +0.0 net
Repository momentum9.6 current · +1.6 net
GitHub stars (observed)38,838 current · +1,222 net
GitHub stars38,838 exact observation
Versionv1.5.6
Last release2026-08-06T08:29:47Z
Maintenanceactive
Current riskconditional
Current verdicttry now
Pricing baselineNo structured commercial pricing baseline
Pricing checkedNot applicable or not recorded
Pricing freshnessNo dated commercial pricing review
Integrations baselineNo structured integrations recorded

Recent dated points

DateScoreMomentumStarsRiskVerdictMaintenance
2026-08-138.69.638,838conditionaltry nowactive
2026-08-128.69.638,804conditionaltry nowactive
2026-08-118.69.638,762conditionaltry nowactive
2026-08-108.69.638,714conditionaltry nowactive
2026-08-098.69.638,673conditionaltry nowactive
2026-08-088.69.638,634conditionaltry nowactive
2026-08-078.69.638,453conditionaltry nowactive
2026-08-068.68.0Not recordedconditionaltry nownot recorded
2026-08-058.68.0Not recordedconditionaltry nownot recorded
2026-08-048.69.638,453conditionaltry nowactive
2026-08-038.69.638,453conditionaltry nowactive
2026-08-028.69.638,424conditionaltry nowactive

Why the record changed

stars changed

Stars changed: 38804 → 38838.

stars changed

Stars changed: 38762 → 38804.

stars changed

Stars changed: 38714 → 38762.

stars changed

Stars changed: 38673 → 38714.

stars changed

Stars changed: 38634 → 38673.

version changed

Version changed: v1.5.5 → v1.5.6.

stars changed

Stars changed: 38453 → 38634.

stars changed

Stars changed: 38424 → 38453.

stars changed

Stars changed: 38406 → 38424.

stars changed

Source-observed stars changed: 38394 → 38406. This reports the retained observation delta and does not infer why the upstream change occurred.

stars changed

Source-observed stars changed: 38393 → 38394. This reports the retained observation delta and does not infer why the upstream change occurred.

stars changed

Stars changed: 38260 → 38302.