Tags: knowledge retrieval with RAG framework Page 3

Comprehensive Introduction MetaLaw is an online platform focused on improving the efficiency of legal research. Through advanced AI technology, MetaLaw provides accurate class case search and analysis services to help legal practitioners quickly find relevant cases and conduct in-depth analysis. The platform's AI analysis assistant function makes legal research...

General Introduction Sana Labs is a company dedicated to improving the efficiency of knowledge acquisition and learning in organizations through AI technology. Headquartered in Stockholm, Sweden, Sana offers a range of products including Learning Management Systems (LMS), Learning Experience Platforms (LXP), AI assistants, and more to help organizations with employee training...

General Introduction Petal is an AI-based document analysis platform designed to help users efficiently manage and analyze documents. With Petal, users can link their knowledge base to the platform and generate fully documented and reliable answers.Petal supports multiple document types and provides automatic meta...

General Introduction Paperless-AI is an innovative document automation analysis tool designed specifically for the Paperless-ngx document management system. It skillfully combines the OpenAI API with a variety of advanced AI models such as Ollama (including Mistral, LLaMA, PHI-3 and Gemma 2),...

Comprehensive Introduction Vision-is-all-you-need is an innovative visual RAG (Retrieval Augmented Generation) system demo project that breaks new ground in applying Visual Language Modeling (VLM) to the document processing domain. Unlike traditional text chunking methods, the system uses visual language modeling directly to process the pages of a PDF file...

Comprehensive Introduction The Diffbot LLM Reasoning Server is an innovative large-scale language modeling system with special optimizations and improvements based on the LLama model architecture. The most important feature of the project is the combination of real-time Knowledge Graph and Retrieval Augmented Generation (RAG) technologies, creating a unique...

Comprehensive Introduction HtmlRAG is an innovative open source project focused on improving the processing of HTML documents in Retrieval Augmented Generation (RAG) systems. The project presents a novel approach that argues that using HTML formatting in RAG systems is more efficient than plain text. The project encompasses a complete data processing flow from the cha...

General Introduction YouMind is an AI authoring system powered by top-notch Large Language Models (LLMs) designed to help users extract and preserve important content from a wide range of materials, focusing on creation rather than simple collection. Whether browsing the web, watching YouTube videos, listening to podcasts, or uploading PDFs and images,...

In order for an AI model to be useful in a particular scenario, it usually needs access to background knowledge. For example, a customer support chatbot needs to understand the specific business it serves, while a legal analysis bot needs to have access to a large number of past cases. Developers often use Retrieval-Augmente...

Comprehensive Introduction SimGRAG (SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation) is a Knowledge Graphs Driven Retrieval-Augmented Generation (RAG) based approach. It aims to enhance similar subgraphs by utilizing ...

Comprehensive Introduction KAG (Knowledge Augmented Generation) is a logical form-guided reasoning and retrieval framework based on the OpenSPG engine and Large Language Models (LLMs). The framework is specialized in building logical reasoning and fact-questioning solutions for specialized domain knowledge bases, which can effectively overcome the traditional RAG...

General Introduction Glean is a work AI tool created by a team of Google search engineers. It integrates with multiple workplace apps and suites, such as Microsoft 365, Google Workspace, Salesforce, and Slack.Glean is a competitor to Microsoft Copilot...

Comprehensive Introduction R2R (RAG to Riches) is a state-of-the-art AI retrieval system supporting Retrieval Augmented Generation (RAG) functionality with production-ready features. Built on a containerized RESTful API, the system provides multimodal content parsing, hybrid search capabilities, configurable GraphRAG, and comprehensive...

Comprehensive Introduction RAGFlow is an open source Retrieval Augmented Generation (RAG) engine based on deep document understanding technology. It provides an efficient RAG workflow for organizations of all sizes, incorporating a large-scale language model (LLM) capable of delivering real-world question-and-answer capabilities based on data in complex formats.RAGFlow...

Comprehensive Introduction Depth AI is an artificial intelligence assistant designed for developers to deeply understand and analyze code bases. By building a comprehensive code knowledge graph, Depth AI can answer complex technical questions and help developers manage and optimize their code more efficiently. Whether on Slack, Github...

General Introduction LocalGPT is an open source project designed to allow users to talk to documents on local devices and ensure data privacy. By using various open source models, LocalGPT can process and understand document content without uploading the data to the cloud. The project supports a variety of platforms, including GPU, C...

General Introduction PrivateGPT is an AI project available for production environments that allows users to quiz documents using Large Language Models (LLMs) without an Internet connection. The project ensures data privacy for 100%, and all data is processed in the user's execution environment without disclosure.Priv...

General Introduction Minima is an open source RAG (Retrieval-Augmented Generation) solution that supports local deployment and integration with ChatGPT. The project is maintained by dmayboroda and aims to provide a flexible and standalone RAG system that users can choose to run fully localized...

General Introduction AI Chatbot Supabase is an open source AI chatbot template built on Next.js and Supabase. Developed by Vercel, the project aims to provide a fully functional and customizable chatbot solution. By integrating the Supabase database, users can realize chat logs...