Library / Framework · Rust

apex

APEX (Agent Planning & Execution Specification) - A deterministic DSL for constraining LLM behavior in agentic workflows

Luiz Cesar Spies@oldnordic · Atlas 77.7 · #1 builder

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What it is

The repository provides the reference Rust implementation of the APEX (Agent Planning & Execution Specification) DSL, including a parser, validator, interpreter, and tool registry for controlling LLM reasoning and agent workflows.

Scored from the code at its last scan, 11 Oct 2026. How merit is scored

Where it counts

NLP & LLMs90%
AI Agents80%
Machine Learning20%
MLOps10%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

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25apexLibrary / Framework · Rust54.8/100ImplementationLuiz Cesar SpiesNLP & LLMs
26qsbcArchitecture Modification / Research · Jupyter NotebookThe repository provides infrastructure for the Quantized Semantic Bottleneck Classifier (QSBC) architecture applied to the C3PA privacy-policy dataset, including a data pipeline, agent for generating reasoning, web explorer, and ablation experiments to validate the architecture.54.1/100ImplementationJarad PeckenpaughNLP & LLMs
27doc-assistant-hfML Application · Jupyter NotebookThe repository provides a document intelligence notebook that fine-tunes a BART summarizer with QLoRA, runs extractive QA using a Longformer model with custom span decoding, and implements a TextRank-based extractive summarizer, all wrapped in a Gradio interface.53.7/100ImplementationPop AlexandruNLP & LLMs

What it is

Where it counts

Around it on the NLP & LLMs board

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