ML Application · Python

gemdesk

Gemdesk is an LLM application to reason across many data soruces.

jerry howell@openconstruct · Atlas 64.1 · #14= builder

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What it is

GemDesk is a desktop application that leverages Google's Gemini 3 Flash model to enable multi-file analysis, including document conversion, question answering, chart generation, and report generation via a graphical user interface.

Scored atfab3d7d7 Nov 2026Changes since

Merit describes the code at this commit. Later pushes count once the owner rescans. How merit is scored

Where it counts

NLP & LLMs80%
Machine Learning70%
Data Science50%
AI Agents20%
Computer Vision10%

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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52, shared rankGWIQ-atlasAI Developer Tool · PythonGWIQ-atlas is a toolkit for building per-layer activation atlases of language models to enable informed quantization and surgical analysis. It provides tools for activation census, layer analysis, compliance behavior mapping, and atlas construction, but lacks the surgery tools…56.0/100ImplementationRickNLP & LLMs
54freeclawAgent System · Pythonfreeclaw is a minimal OpenClaw-like CLI tool for creating and running AI agents that interact with LLMs via NVIDIA NIM, OpenRouter, and Groq APIs. It supports multiple agent profiles, tool usage (web search, shell execution, etc.), Discord integration, and a task timer with web…55.3/100Implementationjerry howellNLP & LLMs
55gemdeskML Application · Python55.0/100Implementationjerry howellNLP & LLMs
56, shared rankapexLibrary / Framework · RustThe 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.54.8/100ImplementationLuiz Cesar SpiesNLP & LLMs
56, shared rankv0-benjaminML Application · PythonThe v0-benjamin repository is a full-stack clinical AI assistant for Czech doctors, featuring a Next.js frontend and a FastAPI backend that uses LangGraph for orchestrating retrieval-augmented generation from medical sources such as PubMed, SÚKL, and Czech guidelines.54.8/100ImplementationPetr SovadinaNLP & LLMs

What it is

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