Structured Outputs
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Feb 6, 2026 - Python
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structured-generation
Here are 16 public repositories matching this topic...
Query language for blending SQL and local language models across structured + unstructured data, with type constraints.
python nlp natural-language-processing sql question-answering query-language symbolic-ai constrained-decoding llm structured-generation
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Feb 5, 2026 - Python
Plug-and-play document AI with zero-shot models.
nlp machine-learning zero-shot-learning document-processing few-shot-learning llm generative-ai structured-generation
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Feb 7, 2026 - Python
Building Agents with LLM structured generation (BAML), MCP Tools, and 12-Factor Agents principles
framework ai memory mcp orchestration 12-factor ai-agents rag baml llms context-window ai-agents-framework structured-generation mcp-client 12-factor-agents
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Jul 4, 2025 - Python
Extract structured data from local or remote LLM models
python ai openai structured-data gpt structured-extraction dataclasses local-models pydantic large-language-models llamacpp llm-inference local-ai gguf structured-generation
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Jun 21, 2024 - Python
Python for logic. English for intelligence.
python json-schema python-library pypi openai type-hints ai-agents multi-provider structured-output dataclasses agent-framework llm generative-ai anthropic function-calling ollama llm-framework gemini-ai structured-generation tool-calling
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Feb 8, 2026 - Python
Use `outlines` generators with Haystack.
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Feb 1, 2026 - Python
Speculative grammar backtracking algorithm for LLM decoding conforming to some lark context-free grammar (CFG)
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Oct 16, 2024 - Python
Guided Infilling Modeling Toolkit
information-retrieval guide information-extraction fim controllable-generation large-language-models llm fill-in-the-middle structured-generation infill constrained-generation guided-infilling
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Feb 2, 2026 - Python
Fast structured data extraction from text using LLMs. Pre-built templates for common use cases + custom schema support.
docker validation python3 openai uv structured-output pydantic-v2 structured-generation structured-outputs
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Jun 29, 2025 - Python
Context-Free Grammar-guided Generation of FHIR Resources Using Large Language Models
fhir cfg context-free-grammar structured-prediction outlines hl7-fhir constrained-decoding large-language-models llm structured-generation
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Nov 3, 2025 - Python
Word alignment of multilingual sentences using structured generation
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Nov 5, 2025 - Python
Implementation of a task-specific QLoRA supervised fine-tuning pipeline for LLaMA-2-7B-Chat, developed for an independent study on structured cover letter generation.
nlp natural-language-processing transformers text-generation pytorch rouge lora model-evaluation fine-tuning peft huggingface llm bertscore supervised-finetuning qlora llama2 parameter-efficient-fine-tuning structured-generation
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Dec 13, 2025 - Python
Progressively extracts structured information from multi-turn user chats using pydantic schemas and LLMs
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May 13, 2024 - Python
A comprehensive toolkit for streamlining and simplifying the offline inference process for LLMs across various models and libraries.
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Feb 14, 2025 - Python
A fiction machine inspired by Borges
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Sep 24, 2024 - Python
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