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synalinks-core - Synalinks Core Framework

Build neuro-symbolic LLM applications with structured I/O and JSON operators

Tags

Updated: 2026-05-28

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • define schema
  • process JSON data
  • merge fields
  • apply JSON operators
  • generate output
  • create language model
  • create embedding model
  • set default model
  • configure fallback model
  • enable logging
  • enable observability
  • set seed
  • clear session

Inputs

  • DataModel
  • Field
  • JSON data
  • language model
  • embedding model
  • JSON operator
  • model configuration

Outputs

  • JSON output
  • prediction
  • embedding
  • schema
  • merged fields

Requirements

  • Python 3.7+
  • asyncio

Source

  • Spec: SKILL.md

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neuro-symbolic
LLM
structured output
JSON
Keras-like
configuration
synalinks
define schema
process JSON data
merge fields
apply JSON operators
DataModel
Field
JSON data
JSON output
prediction
embedding