Structured Text Generation
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Dec 28, 2024 - Python
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structured-generation
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Resource list for generating JSON using LLMs via function calling, tools, CFG. Libraries, Models, Notebooks, etc.
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Sep 20, 2024
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
playground vscode prompt structured-data structured-output baml guardrails llm llm-playground boundaryml structured-generation prompt-config prompt-templates
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Dec 27, 2024 - Rust
Efficient, Flexible and Portable Structured Generation
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Dec 25, 2024 - C++
Experimental Code for StructuredRAG: JSON Response Formatting with Large Language Models
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Dec 12, 2024 - Jupyter Notebook
Query language for blending SQL logic and LLM reasoning across structured + unstructured data. [Findings of ACL 2024]
python nlp natural-language-processing sql question-answering query-language symbolic-ai llm structured-generation
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Oct 26, 2024 - 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
TensorRT-LLM server with Structured Outputs (JSON) built with Rust
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Dec 23, 2024 - Rust
Structured Generation Evals
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Sep 25, 2024 - Jupyter Notebook
A guide to structured generation using constrained decoding
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Jun 9, 2024 - Jupyter Notebook
Speculative grammar backtracking algorithm for LLM decoding conforming to some lark context-free grammar (CFG)
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Oct 16, 2024 - Python
Presentation at PyData Global: Building Knowledge Graph-Based Agents with Structured Text Generation and Open-Weights Models
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Dec 8, 2024 - Jupyter Notebook
Word alignment of multilingual sentences using structured generation
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Dec 23, 2024 - Python
Presentación en la conferencia IADevs 2024: Potenciando la Generación Aumentada usando Recuperación con Grafos de Conocimiento
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Dec 8, 2024 - Jupyter Notebook
Mistral AI Fine-tuning Hackathon
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Jul 3, 2024 - Jupyter Notebook
Examples of code that use Outlines to enable structured text generation for LLMs running on Modal
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Apr 25, 2024 - Jupyter Notebook
A gentle tutorial on structured generation using Anthropic and Pydantic
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Oct 7, 2024 - Jupyter Notebook
Progressively extracts structured information from multi-turn user chats using pydantic schemas and LLMs
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May 13, 2024 - Python
A fiction machine inspired by Borges
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Sep 24, 2024 - Python
Use `outlines` generators with Haystack.
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Dec 23, 2024 - Python
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