Item detail
github.com

google/langextract

google/langextract is a code repository that RepoRadar is tracking in its Radar section, currently rated Gold tier with a 'try now' verdict. Its strongest signal is workflow potential, scored 9.7 out of 10.

Score8.6
Popularity100.0
Riskconditional
TierGold
Score breakdown
Usefulness8.8
Novelty7.8
Momentum8.9
Maturity9.2
Open-source/build8.4
Evidence7.2
Workflow potential9.7
Setup ease7.1

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

Why it matters

A lot of extraction demos stop at 'the model answered'. LangExtract matters because it packages the hard production parts — source spans, chunk handling, schema discipline, and reviewable outputs — into a real library with current docs, a PyPI package, and local-model support through Ollama.

Who should use it

teams building extraction pipelines over reports, transcripts, contracts, or support archives developers who need grounded fields instead of free-form summaries builders comparing cloud-model extraction with local Ollama-backed workflows

Who should skip it

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

About this signal

google/langextract is tracked by RepoRadar as a code repository in the Radar section. It was first seen on 2026-07-29 and last updated on 2026-07-29. The current verdict is 'try now' with a Gold tier and moderate setup difficulty. Across RepoRadar's eight signals, google/langextract is strongest on workflow potential (9.7) and maturity (9.2) and weakest on setup ease (7.1) — a profile worth weighing against your own priorities. This page summarizes the evidence RepoRadar captured from https://github.com/google/langextract. The score, tier, risk label, and verdict on this page are never influenced by sponsorship, ads, or tips — they reflect only the usefulness, popularity, novelty, momentum, maturity, and evidence signals described in the RepoRadar methodology.

How this item is evaluated

RepoRadar assigned google/langextract a composite score of 8.6 out of 10, placing it in the Gold tier. This score combines weighted sub-signals: usefulness (35%), novelty (18%), momentum (14%), maturity (10%), open-source/build quality (7%), evidence quality (6%), workflow potential (6%), and setup ease (4%). Popularity is tracked separately at 100.0 and never affects the composite score or tier. The risk label of 'conditional' reflects inherent user-impacting hazards, not generic novelty. Items with no risk flag may still require normal code review before production use.

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

Risk explanation

document extraction quality still depends on schema design and careful review for edge cases; sensitive documents should be routed only to approved local or hosted model providers; large-volume extraction can turn prompt and token cost into an operational concern.

Evidence links
Closest alternatives / related signals
information-extraction grounding documents python ollama apache-2.0
Verification record

What RepoRadar actually verified

Discovered

Automated discovery and source capture. Last checked 2026-07-29T14:27:32Z.

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 →

History begins 2026-07-29; trends appear after a second dated snapshot. 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 scoreTrend begins after a second recorded point.
Repository momentumTrend begins after a second recorded point.
GitHub stars (observed)Trend begins after a second recorded point.
GitHub stars37,919 exact observation
VersionNot reported by source
Last releaseNot reported by source
Maintenancesource activity not yet measured
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
2026-07-298.68.937,919conditionaltry nowsource activity not yet measured

Why the record changed

stars changed

Stars changed: 37920 → 37919.

new entity

Newly added to RepoRadar's decision catalog.