Photographer: Product Manager Sea Urchin Sushi If you have used the ChatGPT API extensively or have heard of AutoGPT, you might know that it relies on the language framework LangChain[1]. LangChain allows large language models to access the internet, interact with various APIs, and even execute system commands. The number of tokens supported by ChatGPT’s … Read more
Previously, we mentioned that Traefik 2.0 has officially been released, and it now supports TCP services. However, the official documentation for Traefik is somewhat confusing, especially regarding its use in Kubernetes, where the details are even less comprehensive. In my spare time, I have been trying to translate the official documentation. You can find it … Read more
Project Introduction Project: There are various types of agents (projects), each with its own functionality. (rag, ragsql, inference, vision) User: Users represent the system’s users. It is used for authentication and authorization (basic authentication). Each user can access multiple projects. LLMs: Supports any public or local LLM supported by LlamaIndex or Ollama. VRAM: Automatic VRAM … Read more
Recently, I have been using Windsurf for about half a month, and my feeling is that this tool is very powerful, comparable to cursor. I previously tried the free cursor, but the number of completions ran out quickly. The experience was indeed great, but the $20 price tag requires careful consideration. Later, I started using … Read more
Image-based video search, as the name suggests, is to take an image and search the video database for videos containing similar shots. A key step in image-based video search is video vectorization, which involves extracting key frames from the video and performing feature extraction for each frame, converting it into a structured vector. At this … Read more