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BabyCommandAGI is designed to test what happens when you combine CLI and LLM, which are older computer interfaces than GUI. Based on BabyAGI, and using Latest LLM API. Imagine LLM and CLI having a conversation. It's exciting to think about what could happen. I hope you will all try it out.

Security-focused linter for Docker Compose files. Catches dangerous misconfigurations before they reach production. Grounded in OWASP and CIS Docker Benchmark.

Lightweight DataFrame validation decorators for Pandas, Polars, Modin, and PyArrow. No custom types required.

Interactive F1 strategy dashboard tutorial using the OpenF1 API, Streamlit, Plotly, and pandas.

Syntax highlighting for Python Docstring in VSCode.

Open Delmic Microscope Software

Python Interface to econdb.com API

The best way to write code is to write no code at all.

Unified observability for logs, metrics and traces — low overhead instrumentation (Rust, Unreal Engine 5), OTLP ingestion, SQL analytics on DataFusion over Parquet, presentation through notebooks, Grafana and Python. Self-hosted.

An open-source toolkit for quantitative analysis of crypto & stock markets, featuring an advanced market screener, portfolio backtester, and companion tools for the Gunbot trading bot.

juntagrico is a management platform for community gardens and vegetable cooperatives.

Apple II emulator in python

A self-hosted DuckDB-as-a-Service server with REST API and Web UI.

Open-source observability for your LLM application.

Powerful universal JSON encoder/decoder for Python objects with support for pydantic v2.

tessa – simple, hassle-free access to price information of financial assets

MCP server and Claude Code plugin for self-hosted Immich: CLIP and OCR search, geographic albums, duplicates, people and faces, metadata repair, PDF photobooks. 94 tools, tested live on Immich 2.x and 3.x.

ᓚᘏᗢ Bengal — High-performance static site generator for Python 3.14+ with parallel builds, autodoc, and content validation

🦇 Dracula themes for the Django admin

CryptoLyzer is a fast, flexible and comprehensive server cryptographic protocol (TLS, SSL, SSH, DNSSEC) and related setting (HTTP headers, DNS records) analyzer and fingerprint (JA3, HASSH tag) generator with Python API and CLI. (read-only clone of the original GitLab project)

Quant trading framework by OctoBot. Write, backtest & automate Python trading strategies like TradingView Pine Script. Work in progress.

Software to automate the production of optical analysis ready data (ARD) from Landsat, Sentinel-2 and others.

Various Python tools for Joplin (Hotfolder, PDF Previews, ToDo List) and AutoIt (JoplinWinBackup) for Backups under Windows.

A whirlwind tour of Common Crawl's data using Python

AI crypto trading bot with deep neural network (84.9% accuracy, 25 coins). BiLSTM + Attention trained on GPU. Bybit, Binance, OKX, Gate.io. Free cloud or self-hosted.

Universal vector search wrapper for Postgres, MySQL, SQLite (pgvector, Vector Store, sqlite‑vss).

Library-friendly Agents

MCP server for spatial transcriptomics analysis through natural language interfaces.

This project presents a Python-based spam detector program that utilizes the Naive Bayes approach to classify emails as either spam or ham. The system is designed to accurately and efficiently identify spam messages, providing a useful tool for individuals and organizations seeking to manage their email inboxes more effectively.

BDD with Django and Aloe