GitHub 2025-11-03 Daily Trending Projects

BettaFish is a modular multi-agent public-opinion analysis engine for enterprises and researchers that aggregates multi-source multimodal data and produces actionable reports via agent-forum collaboration; however, license, dependency and operational details must be clarified to reduce production risks.

Provides a self‑hosted Claude relay with account pooling, API‑key controls and monitoring to enable cost‑sharing and privacy‑controlled private access for technical small teams.

Agent Lightning is a lightweight, framework-agnostic trainer that enables continuous improvement of AI agents via RL and prompt optimization with minimal code changes—suited for research and engineering iteration.

DeepCode is a multi-agent automated coding platform that integrates Paper2Code, Text2Web and Text2Backend workflows to accelerate prototyping, code synthesis and deployment.

Nano-vLLM provides a compact, readable vLLM inference implementation focused on offline, high-throughput use; it mirrors vLLM's API and integrates practical optimizations (prefix caching, tensor parallelism, Torch compile, CUDA graphs), making it suitable for engineers and researchers pursuing local deployment or extensible inference experimentation.

Opencode is a terminal-first AI coding agent with a client/server architecture, provider-agnostic LLM support and a strong TUI focus, enabling controlled local or remote deployments for teams and developers integrating LLM workflows into their development process.

Glow renders Markdown stylishly in the terminal, offering both TUI and CLI modes, multi-platform installation options and customizable styles — ideal for quick README and documentation browsing.

A tongue-in-cheek collection of server automation and prank scripts—good for learning scripting, not safe for production.

An open-source agent suite for quantitative traders that integrates research, parallel backtesting, multi-model consensus and dedicated risk controls—suitable for prototyping and strategy automation but not recommended for live trading without strict risk controls.

Docs is a team-focused, self-hostable collaborative documentation platform offering real-time multi-user editing, offline sync, AI-assisted actions and multi-format export, suited for organizations needing data sovereignty and scalable deployments.

AgenticSeek is a fully local, privacy-first autonomous agent that browses the web, writes and runs code—suited for users running high-performance local LLMs.

This repo provides interactive Jupyter/Colab notebooks accompanying the book 'Hands‑On Large Language Models', covering tokens/embeddings, transformer internals, prompt engineering, RAG, and multimodal examples—ideal for teaching and hands‑on learning but requiring manual dependency and environment management.

LinkSwift is a userscript that fetches direct cloud links via public APIs and integrates multiple downloaders, suited for advanced users needing cross-cloud bulk downloads.