Applied AI Toolkit Description A collection of projects exploring custom AI systems built on top of existing LLMs. User Interface Several systems in this project are connected to the UI linked below. LLM User Interface Provider API Connection OpenAI API Connection OpenAI Streaming Tokens Context Management LLM API Context Management System Prompt Toolkit RAG (Retrieval Augmented Generation) RAG Context Pipeline Agentic AI OpenAI Agent Sandbox Claude Agent Sandbox Langchain Agent Sandbox Agentic System Design Agentic AI Loop Agentic AI Harness Agent Schemas Agent Tool Schemas Additional Tools Ollama Docker Container LiteLLM Docker Container