Stephen Collins

example-graphrag. Example project demonstrating how to implement GraphRAG

mysql_vss. MySQL plugin for storing and querying vector embeddings.

example-graphrag-with-sqlite. An example project demonstrating how to use SQLite for a simple GraphRAG system

example-crewai. Example project demonstrating CrewAI

example-pydantic-ai-multi-modal. Example project demonstrating how to use multimodal LLMs as a tool for PydanticAI applications

example-graphrag-with-neo4j. An example project demonstrating one approach to GraphRAG

example-vectorize-codebase. A minimal example of how to vectorize a small project to perform natural language queries on

example-ocr-with-multi-modal-llms. An example project demonstrating how to perform OCR with multi-modal LLMs

example-sqlite-vector-embeddings. Example using sqlite-vss for vector search with custom embeddings.

example-sqlite-vec-tutorial. A tutorial explaining how to use sqlite-vec for a TypeScript application.

example-openai-assistants-neo4j-integration. Example project demonstrating how to integrate Neo4j with OpenAI GPT Assistants

example-postgres-vector-embeddings. Example project for using postgres to store and query vector embeddings

example-milvus-vector-embeddings. Example using Milvus for vector search with custom embeddings.

react-pac-man. React based clone of the classic Pac Man https://stephenc222.github.io/react-pac-man/

react-panel-system. A system of UI Panels to enable Panels to be easily resizable, persistent and configurable.

semantify. Semantify is a powerful CLI tool designed to enhance long-form content by leveraging Generative AI.

example-promptfoo. Example project demonstrating Promptfoo

example-weaviate-vector-embeddings. Companion code repository for my blog post, "How to use Weaviate to store and query vector embeddings"

example-network-ui-event-tracking-macos. An example tutorial on network and ui event monitoring with Rust for MacOS applications.

example-openai-assistants-vector-search-tool. Example project demonstrating how to use GPT Assistants with tools, in this case a custom vector search tool

tutorial-llm-voting-systems. Python

example-retail-feedback-analysis-tool. Example project to explain a practical way to use a multimodal LLM for a business purpose.

example-web-chatbot. Demonstrating how to build a chat bot using Web Components and OpenAI

example-llamaIndex. Example project using LlamaIndex to connect web content to an LLM for Q&A

react-notepad. First React project for learning about React. React-Notepad is a React-based clone of Window's notepad https://stephenc222.github.io/react-notepad/

langchain-playground. Exploring LangChain for various tasks

example-network-ui-event-tracking-windows. An example tutorial on network and ui event monitoring with Rust for Windows applications.

example-tree-of-thoughts-prompting. Example project demonstrating Tree of Thoughts (ToT) prompting technique.

example-deepseek-r1. A lightweight Node.js proxy server for interacting with locally-hosted large language models through Ollama. This implementation specifically demonstrates running the DeepSeek-R1 7B model.

example-semantic-kernel. Example project demonstrating the Semantic Kernel

chat-cli. A simple Go cli-based chat app using OpenAI GPT Assistants.

example-system-of-experts. Example using distributed OpenAI's Assistants and Cohere's Generate model powering a system of experts

react-hyperspace-mockup. Recreating an HTML5 template with React. No mockup or Sketch spec either

example-mixtral-8x7B-vector-search-tool. Example project demonstrating how to use Mistral 8x7B with tools, in this case a custom vector search tool

text_extraction. extract JSON from an image with openai and tesseract