Chief AI Sharing Circle

For ease of differentiation, knowledge bases outside of the Dify platform are collectively referred to as "external knowledge bases" in this article. Introduction Dify's built-in knowledge base functionality and text retrieval mechanisms may not meet the needs of some advanced developers, who may need more precise control over text recall results. Some teams choose to build their own...

Recently, Dify released v1.0.1, which fixes some problems in the previous version. According to user feedback, many users are interested in the effect of Dify integrating RAGFlow. In this article, we will introduce the specific steps for Dify to integrate RAGFlow knowledge base, and evaluate the actual effect of the integration....

General Introduction Langfuse is an open source LLM (Large Language Model) engineering platform. It helps developers trace, debug and optimize LLM applications by providing tools to observe calls, manage cue words, run experiments and evaluate results. The platform is developed by the Langfuse team and supports LangChain, OpenAI...

General Introduction GraphAgent is an open source framework hosted on GitHub and developed by Ji-Cather. It uses the Large Language Model (LLM) to simulate human behavior and generate dynamic, social graphs with textual attributes. This tool is suitable for scenarios such as online social media, e-commerce, and essay creation, helping...

General Introduction LanPaint is a high quality image restoration tool designed for Stable Diffusion models. Its best feature is that it enables any Stable Diffusion model to achieve accurate image restoration without additional training. Users can simply install it in the familiar ComfyUI ...

General Introduction DeepFox is a search tool built using AI technology specifically designed to help users find news and research topics quickly. Instead of providing simple links to web pages like traditional search engines, it uses AI analytics to enable users to access the latest news and in-depth content more efficiently. Net ...

General Introduction CSM Voice Cloning is an open source project developed by Isaiah Bjork and hosted on GitHub. It is based on the Sesame CSM-1B model, which allows users to clone their own voice and generate a voice with their own personal characteristics by simply providing an audio sample. The tool supports native ...

General Introduction AgenticSeek is an open source AI assistant that runs completely locally and is based on the Deepseek R1 model. It does not require a cloud API and does not incur hundreds of dollars in monthly fees. Its goal is to become an intelligent assistant similar to the movie "Jarvis", can be done on the user's computer to write code, ...

Comprehensive Introduction MM-EUREKA is an open source project developed by Shanghai Artificial Intelligence Laboratory, Shanghai Jiao Tong University and other parties. It extends textual reasoning capabilities to multimodal scenarios through rule-based reinforcement learning techniques to help models process image and textual information. The core goal of this tool is to improve...

General Introduction Feeds.Fun is a tool that helps users read news efficiently, with core features such as automatically tagging news and filtering content based on user preferences. It was created by developer Aliaksei Yaletski (screen name Tiendil), is hosted on GitHub and is completely open source. Users can add tags to news and filter content based on their preferences by ...

General Introduction Ollama Deep Researcher is a fully locally running web research and report generation assistant developed by the LangChain team. It uses an arbitrary Large Language Model (LLM) hosted by Ollama to allow users to enter a research topic and then automatically generate web search queries, collect...

Recently, Anthropic has released Claude 3.7 Sonnet, an update to the Claude 3.5 Sonnet model.Although only 0.2 has been added to the version number, this update brings a number of changes in both performance and functionality. It has been more than four months since Claude's last model update in...

General Introduction MCP.so is a community-driven platform focused on Model Context Protocol (MCP). It helps users discover, share, and use MCP servers, allowing AI assistants (like Claude) to easily connect to a variety of external data and tools. The core of the site is to provide a clear...

Recently, the emergence of a series of open-source AI Agent (Intelligent Body) frameworks has attracted a lot of attention in the industry. These frameworks are not simple replacements for LangChain, Crew AI, or the OpenAI Agents SDK, but offer unique features and perspectives designed to simplify and accelerate Multi-Agent...

In the field of artificial intelligence, large-scale language modeling (LLM) technology is rapidly changing, and various tool libraries are emerging. In order to help developers better cope with the challenges of LLM development, this paper organizes a toolbox containing more than 120 useful LLM libraries, and divides them by functional categories, so that engineers can quickly...

In the wave of digital transformation, automated workflow tools have become the key to improve efficiency and reduce costs. In the increasingly mature AI technology today, how to combine AI and automated workflow has become the focus of attention in the industry. In this article, we will review three popular tools: n8n, Coze...

General Introduction Agentic Radar is an open source tool from SplxAI designed for scanning and securing large model (LLM) based AI workflows. It generates clear workflow diagrams and security reports by analyzing code, helping developers, security experts quickly understand how AI systems work and...

General Introduction Xata Agent is an open source AI tool designed specifically for PostgreSQL databases. It can automatically monitor the database status , find the root cause of performance problems or failures , and give recommendations for repair . The development team xAI positioned it as a "database expert"-like assistant, suitable for open ...