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Source channel @githubtrending · Post #15433 · Jan 23

#python#deepseek#demo#easy#embedding#flask#gpt#huggingface_transformers#llm#mcp#multimodal#openai#qwen#rag#sentence_transformers#ui#vllm#vlm UltraRAG is a lightweight framework that makes building retrieval-augmented generation (RAG) systems simple and fast. It uses a low-code approach where you write just dozens of lines of YAML configuration instead of complex code to create sophisticated AI workflows with conditional logic and loops. The framework includes a visual development environment where you can drag-and-drop to build pipelines, adjust parameters in real-time, and instantly convert your logic into interactive chat applications. This means you can deploy powerful AI systems that ground answers in your own data—reducing hallucinations and improving accuracy—without needing extensive coding expertise or lengthy development cycles. https://github.com/OpenBMB/UltraRAG

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@githubtrending · Post #14937 · 07/09/2025, 02:30 PM

#typescript#api#cms#cms_framework#content_management#content_management_system#customizable#dashboard#graphql#hacktoberfest#headless_cms#jamstack#javascript#koa#koa2#mysql#no_code#nodejs#rest#strapi#typescript Strapi is a free, open-source headless content management system that lets you manage content easily and flexibly, whether you host it yourself or use Strapi Cloud. It works with many databases and lets you build custom APIs, routes, and plugins to fit your needs. You can use any frontend technology you like, such as React, Vue, or Angular, and it comes with a modern, customizable admin panel. Strapi is fast, secure, and scalable, making it simple to deliver content across websites, apps, or devices. This means you get full control over your content and how it’s displayed, saving time and effort while keeping your project future-proof[1][2][3]. https://github.com/strapi/strapi

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@githubtrending · Post #14712 · 05/16/2025, 11:30 AM

#php#calendar#contacts#crm#crm_platform#crm_system#customer_portal#customer_support#customizable#documents#email_marketing#kanban#leads#open_source#php#platform#sales_automation#single_page_application#support EspoCRM is a free, open-source CRM tool that helps you manage customer relationships by organizing leads, contacts, sales, marketing, and support in one easy-to-use web app. It has a clean interface, customizable features, and a REST API for integration, making it flexible for startups, small businesses, and developers. It automates repetitive tasks, saving time and reducing errors, while providing detailed reports to improve decision-making. Being open-source, it’s cost-effective with no licensing fees, and supported by a helpful community. This means you get a powerful, adaptable CRM that boosts productivity and customer management without high costs[1][3][5]. https://github.com/espocrm/espocrm