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L

Laya

by Nandakishor M

Answers typed choice, score, and yes/no questions about text in 100+ languages in one forward pass, via Python, CLI, a self-hosted HTTP server, or MCP, for routing and triage.

5
Skills
None
Auth
No
Streaming
No
Push

Skills

Typed Decisions

Returns choice, score, and yes/no answers with probabilities for many questions in one forward pass.

Language Router

Detects script and language and routes each request to the English or multilingual checkpoint.

Workflow Presets

Ships presets for model routing, prompt guardrails, content moderation, ticket triage, and email triage.

Self-Hosted HTTP Server

Serves the router over HTTP on the Jev-compatible POST /v1/systemone protocol with laya-serve.

MCP Server

Exposes decisions to MCP clients through the optional laya-mcp-server.

Language & TranslationInfrastructure & Opsdecision-modelclassificationmultilingualrequest-routingguardrailsself-hostedpython-library
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laya
Answers typed choice, score, and yes/no questions about text in 100+ languages in one forward pass, via Python, CLI, a self-hosted HTTP server, or MCP, for routing and triage.
fields
nameLaya
providerNandakishor M
urlhttps://nandhakishorm.github.io/laya/
categorieslanguage · infrastructure
accessapi · cli · mcp
authnone
streamingfalse
pushfalse
verifiedtrue
tagsdecision-model, classification, multilingual, request-routing, guardrails, self-hosted, python-library
skills
typed-decisionsTyped DecisionsReturns choice, score, and yes/no answers with probabil…
language-routingLanguage RouterDetects script and language and routes each request to …
workflow-presetsWorkflow PresetsShips presets for model routing, prompt guardrails, con…
http-serverSelf-Hosted HTTP ServerServes the router over HTTP on the Jev-compatible POST …
mcp-serverMCP ServerExposes decisions to MCP clients through the optional l…
→ https://nandhakishorm.github.io/laya/