M Sea Bass articles - 24 total
Understanding and Implementing ReAct
Belatedly, I studied ReAct. For reference, I will explain ReAct in this article. What is...
Automating Daily arXiv Paper Summaries with Slack Notifications
This post is a follow-up to the previous article. It turns out there’s a slight delay before the...
Automating Daily ArXiv Paper Summaries and Slack Notifications
In this article, we create a process that fetches papers from arXiv daily, generates summaries using...
Try Multimodal Search with ColQwen2!
In this article, we introduce how to use ColQwen2. ColQwen2 is based on Qwen2-VL-2B and generates...
RAPTOR: A Novel Tree-Based Retrieval System for Enhancing Language Models – Research Summary
This study introduces RAPTOR (Recursive Abstractive Processing for Tree-Organized Retrieval), a novel...
Understanding RAG and Long-Context LLMs: Insights from the SELF-ROUTE Hybrid Approach
Retrieval Augmented Generation (RAG) and Long-Context Large Language Models (LC LLMs) are two key...
How to Run stable-diffusion-3.5-large-turbo on Google Colab
stable-diffusion-3.5-large-turbo is a high-precision text-to-image model. This guide will explain how...
Quick Paper Overview: More Agents Is All You Need
I found this paper fascinating, so I’d like to provide a quick overview of More Agents is All You...
Using Azure OpenAI Service with Local bolt.new
bolt.new is an AI-powered full-stack web development platform. It can also be run locally from a...
Enabling Application Downloads in Local bolt.new
In this article, I will modify bolt.new to allow applications created in the tool to be downloaded...
Modify the local bolt.new interface to allow input of the API key
In bolt.new, the API key can be configured using environment variables, but this time, we will modify...
Running bolt.new Locally
What is bolt.new? bolt.new is an open-source tool for creating web applications. While...
Using Gemini with the OpenAI Library
Based on this article, we can now use Gemini with the OpenAI Library. So, I decided to give it a try...
I tried out Granite 3.0.
Granite 3.0 Granite 3.0 is an open-source, lightweight family of generative language...
Janus 1.3B: A Unified Model for Multimodal Understanding and Generation Tasks
Janus 1.3B Janus is a new autoregressive framework that integrates multimodal...
Entropix: Sampling Techniques for Maximizing Inference Performance
Entropix: Sampling Techniques for Maximizing Inference Performance According to the...
Using WebSocket with Python
What is WebSocket? WebSocket is a protocol that enables real-time, bidirectional...
Step-by-Step Guide: Interruption Management with OpenAI Realtime API
This article introduces how to implement a conversation interruption feature using the OpenAI...
How to Convert PDFs to Markdown Using PyMuPDF4LLM and Its Evaluation
PyMuPDF4LLM is a library designed to convert PDFs into Markdown format. Here, I’ll share my...
Style Your Kaggle Notebook
I decided to restart Kaggle after two years, and to get myself pumped up, I started by designing the...
OpenAI Realtime API: Points to keep in mind when executing function calling
This time, I encountered a small issue when executing functions using the Realtime API, so I’m...
OpenAI Realtime API : Conversing via Local Microphone and Speaker
Several code samples using the Realtime API provided by OpenAI and Azure are available online....
Prompt Caching: Comparing OpenAI, Anthropic, and Gemini
In recent years, the rapid development of large language models (LLMs) has led to significant...
OpenAI Realtime API Python Code: Understanding the Low-Level Sample Code for Azure's Realtime Audio Python Code
Introduction The "gpt-4o-realtime-preview" has been released. In addition to text and...