1rgs/jsonformer
jsonformer
A Bulletproof Way to Generate Structured JSON from Language Models
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1rgs
1rgs • individual
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186
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Created
Apr 29, 2023
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README Summary
Jsonformer is a library that generates structured JSON from language models by filling in only the content tokens while keeping the structure fixed. It ensures the output is always valid JSON by constraining the model to generate only the values within a predefined schema, making it bulletproof against malformed outputs.
AI Dev Skills
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Constrained Text GenerationJSON Schema ValidationLanguage Model Output ControlStructured Data GenerationTokenization and DecodingGrammar-Guided Generation
Tags
Constrained Text GenerationJSON Schema ValidationLanguage Model Output ControlStructured Data GenerationTokenization and DecodingGrammar-Guided GenerationAutomated Report GenerationData IntegrationCloud APISelf-hostedDeveloper ToolsConfiguration File GenerationStructured Data ExtractionAPI Response GenerationStructured GenerationTool Use and Function CallingBusiness IntelligenceOn-premiseTextForm Data ProcessingDatabase Record CreationAPI DevelopmentConstrained DecodingJupyter Notebook
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Updated 2 years ago
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prototype- Quality
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Categories
AI AgentsPrimaryOther AI / MLDev Tools & AutomationNLP & TextCoding & Dev ToolsData Science & Analytics
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Jupyter Notebook100.0%
Timeline
- Project created
- Apr 29, 2023
- Forked
- Mar 22, 2026
- Your last push
- 2 years ago
- Upstream last push
- 2 years ago
- Tracked since
- Feb 24, 2024
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