Item detail
github.com

TypeLLM — schema-guaranteed typed answers (enum, boolean, number, text) from open LLMs you serve with SGLang

RepoRadar surfaced TypeLLM — schema-guaranteed typed answers (enum, boolean, number, text) from open LLMs you serve with SGLang — a framework — into the Developer Tools section, where it sits at Silver tier with a 'watch' verdict. Its strongest signal is open-source/build quality, scored 8.4 out of 10.

Score7.0
Popularity100.0
Riskconditional
TierSilver
Score breakdown
Usefulness7.0
Novelty7.0
Momentum7.0
Maturity7.6
Open-source/build8.4
Evidence7.2
Workflow potential7.8
Setup ease6.4

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

Why it matters

Useful for developers who run open models and need reliable classification, extraction and routing decisions without parsing and retrying malformed JSON, including teams that cannot send data to a hosted decision model.

Where this stands now

TypeLLM — schema-guaranteed typed answers (enum, boolean, number, text) from open LLMs you serve with SGLang ranks #230 of 1581 tracked Developer Tools items by composite score (7.0 against a section median of 4.9). The section currently carries 1324 Bronze, 153 Silver, 103 Gold, 1 Low Signal. RepoRadar has retained observations for this record since 2026-09-29 (11 days in the current window). Signal extremes versus the section: momentum at the 94th percentile; novelty at the 90th percentile.

Who should use it

developers extracting typed fields from documents with open models teams building classification and routing steps on self-hosted LLMs

Who should skip it

Skip TypeLLM — schema-guaranteed typed answers (enum, boolean, number, text) from open LLMs you serve with SGLang if the source link, documentation, or setup requirements do not align with your current workflow or stack.

About this signal

TypeLLM — schema-guaranteed typed answers (enum, boolean, number, text) from open LLMs you serve with SGLang is tracked by RepoRadar as a framework in the Developer Tools section. First seen 2026-09-29; the source record was last checked on 2026-09-29. The current verdict is 'watch' with a Silver tier and moderate setup difficulty. The standout signals for TypeLLM — schema-guaranteed typed answers (enum, boolean, number, text) from open LLMs you serve with SGLang are open-source/build quality (8.4) and workflow potential (7.8), while setup ease (6.4) trails — that balance shapes where it fits best. 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 TypeLLM — schema-guaranteed typed answers (enum, boolean, number, text) from open LLMs you serve with SGLang record combines a 7.0/10 composite score with separate popularity (100.0), risk (conditional), and setup (moderate) signals. See the scoring methodology for the current weights and evidence definitions.

Questions worth asking before you adopt this

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

Risk explanation

The optional hosted TypeLLM API sends your context and images to a third-party service; use the self-hosted SGLang path for sensitive data; Self-hosting needs a GPU server running SGLang with a compatible model; Young project (created 2026-09-17) with breaking API changes between 0.2.5 and 0.2.6; pin the version; Not hands-on tested.

Evidence links
Closest alternatives / related signals
structured-output json-schema sglang local-llm python open-source apache-2.0
Verification record

What RepoRadar actually verified

Discovered

Automated discovery and source capture. Last checked 2026-10-10T17:09:29.745535Z.

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 →

11 dated snapshots retained from 2026-09-29 through 2026-10-10; 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 score7.0 current · +0.0 net
Repository momentum9.0 current · +0.0 net
GitHub stars (observed)941 current · +80 net
GitHub stars941 exact observation
Versionv0.6.9
Last release2026-10-10T07:55:51Z
MaintenanceActive
Current riskConditional
Current verdictWatch
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
2026-10-107.09.0941ConditionalWatchActive
2026-10-097.09.0938ConditionalWatchActive
2026-10-087.09.3936ConditionalWatchActive
2026-10-077.09.0935ConditionalWatchActive
2026-10-067.09.0933ConditionalWatchActive
2026-10-057.09.3927ConditionalWatchActive
2026-10-037.09.0914ConditionalWatchActive
2026-10-027.09.0909ConditionalWatchActive
2026-10-017.09.0904ConditionalWatchActive
2026-09-307.09.0873ConditionalWatchActive
2026-09-297.09.0861ConditionalWatchActive

Why the record changed

Stars change

Stars changed: 940 → 941.

Version change

Version changed: v0.6.8 → v0.6.9.

Stars change

Stars changed: 938 → 940.

Stars change

Stars changed: 937 → 938.

Version change

Version changed: v0.6.7 → v0.6.8.

Stars change

Stars changed: 936 → 937.

Version change

Version changed: v0.6.6 → v0.6.7.

Stars change

Stars changed: 935 → 936.

Stars change

Stars changed: 933 → 935.

Version change

Version changed: v0.6.4 → v0.6.6.

Version change

Version changed: v0.6.1 → v0.6.4.

Stars change

Stars changed: 931 → 933.