LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
Repair malformed JSON from LLMs, APIs, logs, and user input in Python.
Schema-Guided Reasoning (SGR) has agentic system design created by neuraldeep community
Unified Go interface for Language Model (LLM) providers. Simplifies LLM integration with flexible prompt management and common task functions.
A production-grade control layer that sits between your application logic and any LLM — input validation, schema enforcement, circuit breaking, targeted retry, and audit logging in one composable pipeline.
Turn documents into structured JSON with local-first document AI. Run 100% locally by default, with API, CLI, and Web UI.
Validate, repair, and retry LLM structured outputs. 13 repair strategies for common JSON malformations, JSON Schema validation, and retry-with-feedback prompts.
