AI College of Engineering: 2.5 RAG Systems Assessment
Introduction Evaluation is a key component in the development and optimization of Retrieval Augmentation Generation (RAG) systems. Evaluation involves measuring the performance, accuracy, and quality of all aspects of the RAG process, from retrieval effectiveness to the relevance and authenticity of generated responses. Importance of RAG Evaluation For RAG...
Rapid Deployment of the RAG 3-Pack for Dify with GPUStack
GPUStack is an open source Big Model-as-a-Service platform that efficiently integrates and leverages a variety of heterogeneous GPU/NPU resources such as Nvidia, Apple Metal, Huawei Rise, and Moore Threads, to provide local, privately deployed Big Model solutions. GPU...
GPUStack: Managing GPU clusters to run large language models and quickly integrate common inference services for LLMs.
General Introduction GPUStack is an open source GPU cluster management tool designed for running Large Language Models (LLMs). It supports a wide range of hardware, including Apple MacBooks, Windows PCs, and Linux servers...
OpenAlternative: a selection of open source software alternatives to commonly used SaaS products, finding the best open source alternatives
General Introduction OpenAlternative is a platform focused on providing open source software alternatives, aiming to help users find suitable open source tools to replace the commercial SaaS products they use on a daily basis. The site helps users save money and improve through a carefully curated collection of open source tools...
Denser Chat: Interact with PDF files, provide source code highlighting
General Description Denser Chat is a chatbot project developed and maintained by denser.ai to extract text and tables from PDF files and web pages with source code highlighting. The project supports building denser-re...
TextDistiller: summarize an entire book in one click, efficiently distill the content of the book, quickly grasp the core ideas
Comprehensive Introduction TextDistiller is an advanced AI-driven tool designed to summarize books chapter-by-chapter or as a whole, providing a concise yet comprehensive overview. By using TextDistiller, users are able to quickly grasp the core ideas and key points of any book...
AI Chatbot: Vercel Builds and Deploys Intelligent Chatbots
General Introduction AI Chatbot is an open source project developed by Vercel to help developers quickly build and deploy intelligent chatbots. The project is based on the Next.js framework and integrates with various AI model providers such as OpenAI...
Generation of planetary trajectory maps using the generic "code model" as a substitute for Artifacts/canva
Tongyi Thousand Questions released a code pattern that makes it easy to generate web pages, and we utilized this ability to generate planetary trajectory run charts for kinetic effects. Sort of a flat replacement tool for Artifacts. Code mode is mainly used to generate code, but depends on the library is difficult to much can not be loaded, and can not understand the LISP semantics...
AivisSpeech: Generating Emotionally Rich Japanese Speech Synthesis Software
General Introduction AivisSpeech is a Japanese speech synthesizer based on the VOICEVOX editor UI. It integrates the AivisSpeech Engine to easily generate emotionally rich speech.AivisSpeech supports...
Trieve: a full-service RAG cloud infrastructure for search, recommendations and analytics
Comprehensive Introduction Trieve is an all-inclusive infrastructure developed by Devflow, Inc. designed for search, recommendations, RAG (retrieval augmentation generation), and analytics. The platform is served via an API and supports self-hosting for AWS, GCP, K...









