Run models like Kimi-K2.5, GLM-5, DeepSeek, gpt-oss, Gemma, Qwen etc.
Query anything (GitHub, Notion, +40 more) with SQL and let LLMs
Package and deploy machine learning models using Docker containers
Telegram Drive
Containerized automation engine for programmable CI/CD workflows
Distributed ML Training and Fine-Tuning on Kubernetes
Secure local-first microVM sandbox for running untrusted code fast
WhatsApp MCP server enabling AI access to chats and messaging
Enterprise AI agent platform for workflows, models, and RAG apps
Browser automation for AI agents and humans
Fast backend for long-term AI user memory via structured profiles
LLM framework for document understanding and semantic retrieval
Defang CLI and sample projects
Enterprise platform for building and orchestrating AI agent workflows
MCP integration platforms for AI agents to use tools at any scale
Distributed AI Model Training and LLM Fine-Tuning on Kubernetes
Zep: A long-term memory store for LLM / Chatbot applications
Context data platform for building observable, self-learning AI agents
Automated Machine Learning on Kubernetes
Qwen2.5-Coder is the code version of Qwen2.5, the large language model
Lightweight PC-Gui framework for AI, typewriter stream Gemini-like
Testing framework that began with API and performance testing
Aqueduct allows you to run LLM and ML workloads on any infrastructure
Privatized web program based on ChatGPT3.5 API