structured-generation
There are 16 repositories under structured-generation topic.
dottxt-ai/outlines
Structured Text Generation
imaurer/awesome-llm-json
Resource list for generating JSON using LLMs via function calling, tools, CFG. Libraries, Models, Notebooks, etc.
BoundaryML/baml
BAML is a language that helps you get structured data from LLMs, with the best DX possible. Works with all languages. Check out the promptfiddle.com playground
weaviate/structured-rag
Experimental Code for StructuredRAG: Structured Outputs in Retrieval-Augmented Generation
parkervg/blendsql
Query language for blending SQL logic and LLM reasoning across structured + unstructured data. [Findings of ACL 2024]
jndiogo/sibila
Extract structured data from local or remote LLM models
guidance-ai/llgtrt
TensorRT-LLM server with Structured Outputs (JSON) built with Rust
aastroza/structured-generation-benchmark
Structured Generation Evals
AidanCooper/constrained-decoding
A guide to structured generation using constrained decoding
parkervg/grammar-guide
Speculative grammar backtracking algorithm for LLM decoding conforming to some lark context-free grammar (CFG)
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
borh-lab/lexi-align
Word alignment of multilingual sentences using structured generation