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structured-generation
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Structured Text Generation
The AI framework that adds the engineering to prompt engineering (Python/TS/Ruby/Java/C#/Rust/Go compatible)
Resource list for generating JSON using LLMs via function calling, tools, CFG. Libraries, Models, Notebooks, etc.
Fast, Flexible and Portable Structured Generation
Faster structured generation
Experimental Code for StructuredRAG: JSON Response Formatting with Large Language Models
Query language for blending SQL logic and LLM reasoning across structured + unstructured data. [Findings of ACL 2024]
TensorRT-LLM server with Structured Outputs (JSON) built with Rust
Extract structured data from local or remote LLM models
Extract structured data from local or remote LLM models
Plug-and-play NLP pipelines without training.
The developper starter pack for document processing
Structured Generation Evals
Use `outlines` generators with Haystack.
A guide to structured generation using constrained decoding
Speculative grammar backtracking algorithm for LLM decoding conforming to some lark context-free grammar (CFG)
12‑Factor AI Agents: BAML‑powered structured generation with plug‑and‑play MCP tools
Presentación en la conferencia IADevs 2024: Potenciando la Generación Aumentada usando Recuperación con Grafos de Conocimiento
Word alignment of multilingual sentences using structured generation
Presentation at PyData Global: Building Knowledge Graph-Based Agents with Structured Text Generation and Open-Weights Models