DebuggerCafe - Deep Learning, Machine Learning, Artificial Intelligence

Web Search Tool with Streaming in gpt-oss-chat

In this article, we add web search tool call to gpt-oss-chat CLI mode. We cover the definition of tools, how to handle streaming with tool call, and other caveats. ...

gpt-oss-chat Local RAG and Web Search

Sovit Ranjan Rath March 2, 2026 0 Comment

In this article, we work on gpt-oss-chat. A local user friendly chat interface powered by gpt-oss-20b, with local RAG and web search capabilities. ...

SAM 3 UI – Image, Video, and Multi-Object Inference

Sovit Ranjan Rath February 23, 2026 0 Comment

In this article, we create a simple SAM 3 Gradio UI for image and video segmentation. SAM 3 UI supports segmenting objects belonging to the different categories while using less than 10GB VRAM. ...

gpt-oss Inference with llama.cpp

Sovit Ranjan Rath February 16, 2026 0 Comments

In this article, we explore the gpt-oss model card and run inference with gpt-oss-20b using llama.cpp locally. ...

SAM 3 Inference and Paper Explanation

Sovit Ranjan Rath February 9, 2026 0 Comments

In this article we cover the SAM3 model. We discuss the SAM3 paper briefly including the motivation, the architecture, and the data engine. Next, we move on to image and video inference using SAM3. ...