Applied AI Toolkit

Description

A collection focused on context management and tooling for building custom AI systems.

API Connection

OpenAI API Connection

Gemini API Connection

Claude API Connection

Streaming Tokens

OpenAI Streaming Tokens

Managing Context via API Calls

LLM API Context Management

System Prompt Toolkit

LangChain

LangChain Patterns

Tooling

[LangChain, LangGraph, LlamaIndex, Pydantic, FastAPI, Pinecone]

Retrieval Augmented Generation

[rag-integration]

Fine-tuning

[fine-tuning-integration]

Agents

[agents-integration]

MCP Connection

[mcp-integration]

User Interface

A variety of models in this project are demonstrated through project linked below.

Multi LLM UI