A Hub/research area, for jailbreaking LLM's, and breaking their safety filters.
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Can AI agents rebuild websites through browser exploration?
- benchmark
- harbor
- website-reconstruction
- agent-evaluation
TranslatedBig Blue Fish desktop pet with local LLM. A Windows AI desktop pet with a built-in 4B local large model. It uses a whale-girl persona that combines weather, tech news and the current application to keep you gentle company through text bubbles. Supports one-click installation and pausing inference when off power.
- ai-companion
- deepseek
- desktop-companion
- desktop-pet
OpenAI (and DeepSeek, Azure OpenAI, YandexGPT, Ollama, GigaChat, Qwen) API wrapper for Delphi. Use ChatGPT, DALL-E, Whisper and other products.
Berth is a lightweight GPU resource manager written in Go. It controls which applications get access to your GPU, when they get it, and how that access is handed off.
Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.
CaseCite is an open-source, self-hosted legal RAG caselaw research & document analysis platform.
- legal
- legal-ai
- legal-tech
- legaltech
A ChatGPT, Gemini, Claude, and Ollama(offline) plug-in for Embarcadero RAD Studio IDE XE5 to 12.1
- chatgpt
- chatgpt-api
- delphi
- embarcadero
TavernGym and TavernBench: a faithful, full-content Hearthstone Battlegrounds simulator with an RL interface, and a 960-task decision benchmark. Code and data for "Build, Don't Play".
- game-ai
- hearthstone
- reinforcement-learning
- rust
The first exam for code agents in the physical world: frozen robot tasks from many benchmark suites, each answered with a program and verified in a separate sandbox. Runs on Harbor.
- ai-agents
- benchmark
- coding-agents
- embodied-ai
Self-hosted web scraper, crawler and document parser for AI agents: URLs, PDFs with OCR and Office files to clean Markdown/JSON. Firecrawl- and Jina-compatible API, MCP server, agent endpoint, Python/Node SDKs. Single Rust binary.
- ai-agents
- browser-automation
- data-extraction
- firecrawl
Kubernetes operator for self-hosted LLM inference across a heterogeneous GPU fleet: NVIDIA CUDA, AMD Vulkan, and Apple Silicon Metal. Runtimes: llama.cpp, vLLM, TGI, mlx-server. Multi-GPU sharding, model caching, OpenAI-compatible endpoints. Apache-2.0, run across homelab and on-prem fleets, actively developed.
One API for every LLM: 170+ providers through one client, with a Rust core and native bindings for every major language.
Find known secrets in your AI coding agent sessions (Claude Code, Codex, Cursor), then guard the next one with local hooks that trace risky commands to the content that dictated them. Open source, no telemetry.
- agent-security
- ai-agents
- ai-security
- claude-code
Emergi-PersonaOS: A Persona Agent Operating System for Situational Adaptation and Controllable Evolution
Go AI SDK, the Go way. One unified API across 21+ providers. Streaming, structured output, MCP support, stdlib only. Go AI SDK for AI applications inspired by Vercel AI SDK.
A minimalistic C++ Jinja templating engine for LLM chat templates
How many bugs can LMs find & fix in large codebases?
A DeepSeek Harness (dsh) plugin — turns dsh web into a SillyTavern-style roleplay frontend: character cards, prompt presets, lorebooks, personas, BM25 long-term memory, world-state deltas, and rollback-able floor operations, all on the dsh agent runtime.
- dsh-plugin
- deepseek-harness
- deepseek-harness-plugin
- sillytavern
Pure-Rust inference engine for Qwen GGUF models (Qwen3 to Qwen3.8, dense and MoE up to 770B+). CUDA and Vulkan (NVIDIA, AMD), hybrid CPU+GPU experts, MTP speculative decoding, OpenAI and Anthropic compatible server. Up to ~1.7x llama.cpp decode on a 12 GB RTX 3060.
Translateddsh jailbreak - DeepSeek Assistant jailbreak plugin (DSH jailbreak / jailbreak / jailbreak prompts): request boundary injection, so the model no longer starts with "I can't" right away. Combined ASR across 20 categories 45.0%, coverage 19/20, benign capability Δ=0.0pt (24/24 graded); 0 host patches, off by default, off passes through verbatim, every rewrite is recorded in a manifest and promptSha256 for auditing. Former name dsh-jalibreak
- ai-security
- dsh-plugin
- jailbreak
- llm-security
Agent Speed — A lightweight, real-time token speed monitor for Codex and Claude Code. Track tokens per second (TPS), detect slowdowns, and monitor AI agent performance at a glance.
读了么(BookLeme)· 把一本书编译成 Agent Skill —— 双引擎 + 可插拔体裁插件 + 逐字忠实度回验
- agent-skills
- book-to-skill
- document-processing
- knowledge-management
This is the official repo for paper InteractiveWorld A Verifiable Human-Centric Environment for Building Better Interactive MLLM Assistants