Nextpy is a Python framework for building self-modifying software with guardrails, a pre-compiling prompt engine, session state with LLMs, and multi-platform modular design. It emphasizes structured outputs, prompt control, and open-source integration features.
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What it is
Nextpy is a framework for building self-modifying software.
How it works
Key features include guardrails to define what the AI system can do, a pre-compiling prompt engine to reduce unnecessary LLM processing, session state with LLMs and KV caches to reuse outputs, and the ability to transform output tokens into prompt token batches (for open-source models). It supports multiline capabilities like detecting syntax errors in LLM-generated code and auto-generating prompts for fixes. The framework is described as modular, multiplatform, and developer-first, with an emphasis on Python-based extensibility and containerized deployment.
Getting started
The README excerpt provided does not include explicit installation or usage commands. No installation or usage instructions are present in the supplied facts to quote.
Recent releases
Latest release: 0.3.2 Next.py 0.3.2 (2024-01-15): Improvements include AI Agents Memory Issues Resolved: Stability and performance enhancements addressing memory issues in AI agents. Special Thanks to @AumJavalgikar for quickly fixing.
Traction
There are 2344 stars and 181 forks on the repository, with 23 open issues. These numbers are stated in the facts block.
Behind the repo
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Caveats
License: Apache-2.0. Created: 2023-08-07. Last push: 2024-05-01. Language: Python.