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

Ollama - Run Models Locally

Ollama Docker Container