SimCheck is a Chrome extension designed to help users generate, compare, and visualize vector embeddings. This extension leverages HuggingFace models and the transformers.js library, providing an easy-to-use interface for experimenting with text embeddings. Users can create embeddings, compare them, and visualize the results, making it a valuable tool for developers, data scientists, and NLP enthusiasts. It's particularly useful for understanding the similarities and differences between text data in a more intuitive and interactive way.

SimplerLLM provides developers a minimalistic API to compose LLM chains, define agent actions, and orchestrate tool calls. With built-in abstractions for memory retention, prompt templates, and output parsing, users can rapidly assemble conversational agents that maintain context across interactions. The framework seamlessly integrates with OpenAI, Azure, and HuggingFace models, and supports pluggable toolkits for searches, calculators, and custom APIs. Its lightweight core minimizes dependencies, allowing agile development and easy deployment on cloud or edge. Whether building chatbots, QA assistants, or task automators, SimplerLLM simplifies end-to-end LLM agent pipelines.