Graph_RAG is a Python-based framework designed to build and query knowledge graphs for retrieval-augmented generation (RAG). It supports ingestion of unstructured documents, automated extraction of entities and relationships using LLMs or NLP tools, and storage in graph databases such as Neo4j. With Graph_RAG, developers can construct connected knowledge graphs, execute semantic graph queries to identify relevant nodes and paths, and feed the retrieved context into LLM prompts. The framework provides modular pipelines, configurable components, and integration examples to facilitate end-to-end RAG applications, improving answer accuracy and interpretability through structured knowledge representation.

Model ML utilizes state-of-the-art algorithms to simplify the machine learning lifecycle. It allows users to automate data preprocessing, model selection, and hyperparameter tuning, making it easier for developers to create highly accurate predictive models without deep technical expertise. With user-friendly interfaces and extensive documentation, Model ML is ideal for teams looking to leverage machine learning capabilities in their projects quickly.

nAIdem utilizes artificial intelligence to streamline document processing tasks, enabling businesses to automate workflows, manage files, and analyze data. With features such as optical character recognition, data extraction, and seamless integration with other software, nAIdem significantly reduces the manual effort required for managing documents, ultimately leading to enhanced productivity and accuracy for organizations.

ExcelFormulaGPT is a powerful tool that converts your textual descriptions into functional Excel formulas within seconds. This innovative solution is designed to simplify the process of creating Excel formulas, saving time and reducing errors. Whether you're a novice or an experienced Excel user, ExcelFormulaGPT streamlines your workflow, ensuring you get accurate formulas without the hassle of manual coding.

FluteSpace Radiology Co-Pilot is a robust Chrome extension engineered to enhance the efficiency of radiologists and related professionals. This tool provides comprehensive support for report generation, case management, and optimizing workflow processes. Users can easily integrate it into their daily operations to improve the speed and accuracy of their work, making tedious tasks more manageable and less time-consuming. By leveraging FluteSpace, professionals can focus more on their core responsibilities while enjoying a streamlined and structured approach to radiology tasks.

Shrunked is an innovative automation tool designed to simplify and enhance business workflows. It focuses on reducing repetitive tasks, allowing teams to concentrate on more critical responsibilities. With its user-friendly interface, Shrunked automates processes across various sectors, leading to enhanced productivity, reduced operational costs, and improved accuracy. Whether you're looking to streamline project management or improve communication flows, Shrunked offers tailored solutions for businesses of all sizes.