Rags provides a modular pipeline to build retrieval-augmented generative applications. It integrates with popular vector stores (e.g., FAISS, Pinecone), offers configurable prompt templates, and includes memory modules to maintain conversational context. Developers can switch between LLM providers like Llama-2, GPT-4, and Claude2 through a unified API. Rags supports streaming responses, custom preprocessing, and evaluation hooks. Its extensible design enables seamless integration into production services, allowing automated document ingestion, semantic search, and generation tasks for chatbots, knowledge assistants, and document summarization at scale.

AI Prompt Studio is a comprehensive tool designed to streamline and optimize the workflow of prompt engineering. It provides users with advanced features to organize, link, and derive insights effortlessly. Users can download detailed model information and have access to a range of functionalities that elevate their prompt engineering tasks. Whether it's for generating prompts or integrating with existing AI models, AI Prompt Studio serves as a one-stop solution for all prompt engineering needs.