Clinical Agent is designed to streamline clinical workflows by combining the power of retrieval-augmented generation and vector search. It ingests electronic medical record data, indexes documents using a vector database, and uses LLMs to answer clinical queries, generate discharge summaries, and create structured notes. Developers can customize prompts, integrate additional data sources, and extend modules. The framework supports modular pipelines for data ingestion, semantic search, question answering, and summarization, enabling hospitals and research teams to rapidly deploy AI-driven clinical assistants.

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.

Similarix is designed to revolutionize how you manage and utilize your digital assets in S3 storage. It utilizes advanced AI technologies to add an intelligent, read-only layer on top of your storage, improving your ability to search, sort, and manage these assets without altering them. Similarix offers features such as semantic search, image-based search, and deduplication, making it an essential tool for businesses that deal with large volumes of digital data.

Thesify.ai serves as a comprehensive academic writing coach that leverages advanced AI technology to enhance the writing capabilities of students. By providing real-time feedback on essays, reports, and research papers, it helps users identify areas for improvement while ensuring adherence to academic integrity. Key features include semantic article searches, intelligent reviews, and personalized guidance tailored to individual writing styles, making it an invaluable tool for students seeking to refine their writing skills and produce high-quality academic work.