synalinks-core - Keras-inspired framework for neuro-symbolic LLM apps
Framework for structured LLM I/O with DataModel, Field, JSON operators, LanguageModel, and EmbeddingModel
Tags
Updated: 2026-05-28Capabilities
Typical Inputs
Typical Outputs
What this skill does
- define structured data schema
- create data fields
- process JSON data
- concatenate JSON objects
- apply logical operations
- generate text responses
- create embeddings
- configure logging
- set random seed
- clear session
Inputs
- language model
- embedding model
- data model
- input data
- API configuration
- model parameters
- configuration settings
Outputs
- structured JSON output
- language model response
- embedding vector
- pretty JSON string
- schema definition
Requirements
- Python environment
- async/await support
- LLM provider API
- compatible language model