# rag

GraphRAG Visualizer is a web-based tool designed for visualizing and exploring data generated by Microsoft's GraphRAG framework. GraphRAG is a technology developed by Microsoft for generating graph structure data. The GraphRAG Visualizer allows users to easily view and analyze data by uploading Parquet files, without the need for additional software or scripts. Key features include graphical visualization, tabular data representation, search capabilities, and local data processing, ensuring data security and privacy.

Extractous is an unstructured data extraction tool written in Rust, offering multi-language bindings. It focuses on extracting content and metadata from various file types, such as PDF, Word, HTML, etc., with excellent performance and low memory usage. Extractous achieves fast processing speed and low memory consumption through native code execution, supports multiple file formats, and integrates Apache Tika and Tesseract-OCR technology for a wide range of file handling and OCR capabilities. The open-source nature and Apache 2.0 license allow for free commercial use, making it suitable for enterprises and developers handling large volumes of document data.

rag-chatbot is an AI-based chatbot model that allows users to interact with multiple PDF files using natural language. This model leverages the latest machine learning technologies, such as Hugging Face and Ollama, to comprehend PDF content and generate responses. Its significance lies in its ability to process extensive document information, providing users with rapid and accurate question-answering services. The background information indicates that this is an open-source project aimed at enhancing document processing efficiency through technological innovation. Currently, the project is free and primarily targets developers and tech enthusiasts.

gptme is a personal AI assistant running in the terminal, equipped with local tools for writing code, using the terminal, browsing the web, visual recognition, and more. It serves as a local alternative to ChatGPT's 'code interpreter', free from limitations of software, internet access, timeouts, or privacy issues.

Album AI is an experimental project that uses gpt-4o-mini as the visual model, automatically recognizes the metadata of image files in the album, and uses RAG technology to realize dialogue with the album. It can be used as a traditional album, or as an image knowledge base to assist large language models in content generation.

LazyLLM is a development tool that aims to simplify the process of building AI applications. It provides low-code solutions, enabling developers to easily assemble AI applications with multiple agents even without deep knowledge of large models. LazyLLM supports one-click deployment of all modules, cross-platform compatibility, automatic grid search parameter optimization, and efficient model fine-tuning, ultimately enhancing application performance.

Create-tsi is a generative AI RAG (Retrieval-Augmented Generation) toolkit for low-code AI application generation. It leverages the large language models (LLMs) hosted by LlamaIndex and T-Systems on the Open Telekom Cloud to simplify the AI application creation process, making it quick and flexible. Users can use create-tsi to generate chatbots, write agents, and customize for specific use cases.