structured-generation
There are 24 repositories under structured-generation topic.
dottxt-ai/outlines
Structured Outputs
BoundaryML/baml
The AI framework that adds the engineering to prompt engineering (Python/TS/Ruby/Java/C#/Rust/Go compatible)
imaurer/awesome-llm-json
Resource list for generating JSON using LLMs via function calling, tools, CFG. Libraries, Models, Notebooks, etc.
mlc-ai/xgrammar
Fast, Flexible and Portable Structured Generation
dottxt-ai/outlines-core
Faster structured generation
weaviate/structured-rag
Experimental Code for StructuredRAG: JSON Response Formatting with Large Language Models
parkervg/blendsql
Query language for blending SQL and LLMs across structured + unstructured data, with type constraints.
MantisAI/sieves
Plug-and-play document processing pipelines with zero-shot models.
guidance-ai/llgtrt
TensorRT-LLM server with Structured Outputs (JSON) built with Rust
jndiogo/sibila
Extract structured data from local or remote LLM models
UiForm/uiform
The developper starter pack for document processing
aastroza/structured-generation-benchmark
Structured Generation Evals
AidanCooper/constrained-decoding
A guide to structured generation using constrained decoding
EdAbati/outlines-haystack
Use `outlines` generators with Haystack.
parkervg/grammar-guide
Speculative grammar backtracking algorithm for LLM decoding conforming to some lark context-free grammar (CFG)
alonsosilvaallende/2024-IADevs
Presentación en la conferencia IADevs 2024: Potenciando la Generación Aumentada usando Recuperación con Grafos de Conocimiento
alonsosilvaallende/2024-PyData-Global
Presentation at PyData Global: Building Knowledge Graph-Based Agents with Structured Text Generation and Open-Weights Models
borh-lab/lexi-align
Word alignment of multilingual sentences using structured generation
HK3-Lab-Team/StructuredGenTutorial
A gentle tutorial on structured generation using Anthropic and Pydantic
aastroza/chatstract
Progressively extracts structured information from multi-turn user chats using pydantic schemas and LLMs
aastroza/garden
A fiction machine inspired by Borges
aastroza/mistral-fine-tuning
Mistral AI Fine-tuning Hackathon
aastroza/modal-outlines-examples
Examples of code that use Outlines to enable structured text generation for LLMs running on Modal
brotSchimmelt/llm-offline-inference
A comprehensive toolkit for streamlining and simplifying the offline inference process for LLMs across various models and libraries.