Structured Outputs
#大语言模型#The AI framework that adds the engineering to prompt engineering (Python/TS/Ruby/Java/C#/Rust/Go compatible)
#Awesome#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
#自然语言处理#Query language for blending SQL and LLMs across structured + unstructured data, with type constraints.
#自然语言处理#Plug-and-play document processing pipelines with zero-shot models.
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
Building Agents with LLM structured generation (BAML), MCP Tools, and 12-Factor Agents principles
#大语言模型#The developper starter pack for document processing
Structured Generation Evals
#自然语言处理#A guide to structured generation using constrained decoding
#自然语言处理#Use `outlines` generators with Haystack.
#大语言模型#Speculative grammar backtracking algorithm for LLM decoding conforming to some lark context-free grammar (CFG)
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