jhd3197/Prompture

Prompture is an API-first library for requesting structured JSON output from LLMs (or any structure), validating it against a schema, and running comparative tests between models.

41
/ 100
Emerging

This tool helps software developers reliably get structured data, like a customer's name and age, from freeform text descriptions using large language models (LLMs). You provide the raw text and a definition of the data you want, and it outputs a validated data object. Developers building applications that need to process natural language into usable information, such as chatbots or data extraction services, would use this.

Used by 2 other packages. Available on PyPI.

Use this if you are a developer integrating LLMs into an application and need to ensure the LLM's responses are always in a predictable, structured format like JSON, complete with schema validation.

Not ideal if you are a non-developer seeking a no-code solution for general text summarization or content generation without needing strict data validation.

LLM-application-development data-extraction API-development structured-data chatbot-development
Maintenance 10 / 25
Adoption 7 / 25
Maturity 24 / 25
Community 0 / 25

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Stars

9

Forks

Language

Python

License

MIT

Last pushed

Mar 13, 2026

Commits (30d)

0

Dependencies

9

Reverse dependents

2

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