Structured Text Generation
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Updated
Feb 7, 2025 - Python
Structured Text Generation
Query language for blending SQL logic and LLM reasoning across structured + unstructured data. [Findings of ACL 2024]
Extract structured data from local or remote LLM models
NLP tasks with zero- and few-shot models.
Use `outlines` generators with Haystack.
Speculative grammar backtracking algorithm for LLM decoding conforming to some lark context-free grammar (CFG)
Word alignment of multilingual sentences using structured generation
Progressively extracts structured information from multi-turn user chats using pydantic schemas and LLMs
A fiction machine inspired by Borges
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