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Tags: knowledge retrieval with RAG framework

KBLaM:为大模型嵌入外部知识的开源增强工具-首席AI分享圈

KBLaM: An Open Source Enhanced Tool for Embedding External Knowledge in Large Models

KBLaM is an open source project developed by Microsoft, the full name is "Knowledge Base augmented Language Model" (Knowledge Base Augmented Language Model). It transforms external knowledge into vectors and embedded in a large model of the attention layer , so that the model can directly use this knowledge to answer questions or ...

Rankify:支持信息检索与重排序的Python工具包-首席AI分享圈

Rankify: a Python toolkit supporting information retrieval and reordering

General Introduction Rankify is an open source Python toolkit developed by the Data Science Group at the University of Innsbruck, Austria. It focuses on information retrieval, reordering and retrieval augmentation generation (RAG), providing a unified framework. The toolkit comes with 40 built-in pre-retrieved benchmark datasets and supports 7 retrieval techniques...

Fast.io:AI快速分析大规模企业数据并提供决策-首席AI分享圈

Fast.io: AI quickly analyzes large-scale enterprise data and delivers decisions

General Introduction Fast.io is an AI workbench for teams focused on turning large-scale data into practical insights. It quickly analyzes thousands of files, including documents, images, and videos, generating summaries and answering questions. The website was built by the founders of MediaFire with the goal of helping SMBs...

Oliva:语音控制的多智能体产品搜索助手-首席AI分享圈

Oliva: a voice-controlled multi-intelligence product search assistant

General Introduction Oliva is an open source multi-intelligence assistant tool developed by Deluxer on GitHub. It helps users search for product information in the Qdrant database through the collaboration of multiple AI intelligences. The main features are voice support, combined with LangChain and Superlinked technology...

Second Me:本地训练拥有个人记忆和习惯的AI分身-首席AI分享圈

Second Me: Locally trained AI doppelgangers with personal memories and habits

Second Me is an open source project developed by the Mindverse team that lets you create an AI on your computer that acts like a "digital doppelganger", learning your speech and habits through your words and memories, and turning it into a smart assistant that understands you. Its best feature is that all the numbers...

HippoRAG:基于长时记忆的多跳知识检索框架-首席AI分享圈

HippoRAG: A multi-hop knowledge retrieval framework based on long term memory

General Introduction HippoRAG is an open source framework developed by the OSU-NLP group at The Ohio State University, inspired by human long term memory mechanisms. It combines Retrieval Augmented Generation (RAG), Knowledge Graph, and Personalized PageRank techniques to help Large Language Models (LLMs) continuously integrate knowledge from external documents...

RLAMA:命令行操作的本地文档智能问答 RAG 系统-首席AI分享圈

RLAMA: A RAG System for Intelligent Quizzing of Local Documents Operated from the Command Line

Comprehensive Introduction RLAMA is a document intelligent Q&A RAG (Retrieval Augmentation Generation) system developed open-source by DonTizi and hosted on GitHub, with the core feature of functionality through command line operations. Users can connect to the local Ollama model through concise terminal commands, and connect the folder of...

LettuceDetect:检测RAG系统幻觉的高效工具-首席AI分享圈

LettuceDetect: an efficient tool for detecting hallucinations in the RAG system

Comprehensive Introduction LettuceDetect is a lightweight open source tool developed by KRLabsOrg that specializes in detecting hallucinatory content generated in Retrieval Augmented Generation (RAG) systems. It helps developers enhance RAG by comparing context, questions, and answers, and identifying parts of the answer that are not supported by the context ...

Onyx:连接企业知识库的智能AI聊天平台-首席AI分享圈

Onyx: an intelligent AI chat platform that connects enterprise knowledge bases

General Introduction Onyx (formerly known as Danswer) is an open source AI chat platform developed by the onyx-dot-app team to help organizations integrate and manage documents, applications and employee data. It provides rich chat functionality with support for connecting to any Large Language Model (LLM) and through more than 40 connectors (e.g. Go...

飞书知识问答:使用飞书文档作为AI知识库-首席AI分享圈

Flybook Knowledge Quiz: Using Flybook Documents as an AI Knowledge Base

Comprehensive Introduction Flying Book Knowledge Q&A is an AI-driven knowledge management and Q&A tool launched by Flying Book, which deeply integrates DeepSeek R1 big model technology. It supports real-time networking search, multi-format file parsing (including documents, images, etc.), and can seamlessly interface with the enterprise knowledge base to help users quickly build a smart...

腾讯云LKE(大模型知识引擎):第三方稳定联网版 DeepSeek-R1-首席AI分享圈

Tencent Cloud LKE (Large Model Knowledge Engine): Third-Party Stable Networked Version DeepSeek-R1

Comprehensive Introduction Large Model Knowledge Engine (LKE for short) is a smart application building platform for enterprise users launched by Tencent Cloud. It combines powerful big language modeling technology with enterprise proprietary data to help users quickly build knowledge quizzes, RAG (Retrieval Augmented Generation) applications, Agent intelligences and work...

dsRAG:用于处理非结构化数据和复杂查询的检索引擎-首席AI分享圈

dsRAG: A Retrieval Engine for Unstructured Data and Complex Queries

Comprehensive Introduction dsRAG is a high-performance retrieval engine designed to handle complex queries on unstructured data. It performs particularly well in handling challenging queries in dense text such as financial reports, legal documents, and academic papers. dsRAG employs three key approaches to improve performance: semantic segmentation,...

wdoc:从海量、多源文档中检索内容并总结知识-首席AI分享圈

wdoc: retrieve content and summarize knowledge from massive, multi-source documents

Comprehensive Introduction wdoc is a powerful RAG (Retrieval Augmentation Generation) system designed for processing and analyzing large and diverse documents. It is capable of retrieving from a wide range of document types, including PDFs, web pages, YouTube videos, audio files, etc. wdoc is particularly well suited for processing large amounts of information sources, and is research...

Simba:收纳文档的知识管理系统,无缝集成到任何RAG系统-首席AI分享圈

Simba: Knowledge management system for organizing documents, seamlessly integrated into any RAG system

General Introduction Simba is a portable Knowledge Management System (KMS) designed to integrate seamlessly with any Retrieval Augmentation Generation (RAG) system. Created by GitHub user GitHamza0206, the project provides an efficient knowledge management solution for a variety of application scenarios.Simba was designed with the goal of...

LocalPdfChatRAG:支持本地多源PDF文档问答的智能聊天工具-首席AI分享圈

LocalPdfChatRAG: Intelligent Chat Tool to Support Local Multi-Source PDF Document Q&A

Comprehensive Introduction LocalPdfChatRAG is an open source project that aims to implement intelligent chat functionality by combining local PDF documents and Retrieval Augmented Generation (RAG) models. The project allows users to upload PDF documents and ask questions through natural language to get relevant information from the document.LocalPdfChatRA...

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