Technical Blog

OpenAI Agents API

Discover how OpenAI's latest Agents API is transforming AI development with autonomous agents, multi-turn conversations, and built-in tools like Web Search, File Search, and Computer Use. Learn how Cazton helps businesses integrate OpenAI, Azure Open...

Voice AI

The Future is Speaking Today

Voice AI

Imagine a world where interacting with technology feels as natural as having a conversation. Voice AI is transforming how we shop, work, and live - eliminating clicks and complicated interfaces in favor of simple, intuitive voice commands. From effor...

AI Voice Assistant

Voice RAG with Azure Cosmos DB and Azure OpenAI

AI Voice Assistant

In the ever-evolving landscape of artificial intelligence, the need for seamless, intelligent, and scalable communication between humans and AI assistants has become paramount. At our organization, we are thrilled to unveil the latest iteration of ou...

Voice RAG

Azure OpenAI and Azure Cosmos DB

Voice RAG

At Cazton, we specialize in creating AI systems that have high accuracy and performance. In this blog post, we showcase a cutting-edge system based on OpenAI Realtime Voice API that uses Azure OpenAI, Azure Cosmos DB for MongoDB, and advanced vector ...

Fine-tuning vs RAG vs RAFT

Optimizing LLMs for Domain-Specific Question-Answering with Cazton's Expertise

Fine-tuning vs RAG vs RAFT

Fine-tuning, retrieval-augmented generation (RAG), and retrieval-augmented fine-tuning (RAFT) are three approaches used to enhance the performance of large language models (LLMs) in domain-specific question-answering tasks. Now we will compare and an...

Snowflake Experts

Unlocking Data Excellence with Snowflake

Snowflake Experts

Snowflake emerges as a versatile and powerful solution for organizations seeking to optimize their data management and analytics endeavors. With its comprehensive suite of features spanning various domains such as data warehousing, engineering, machi...

Retrieval-Augmented Fine-Tuning

A hybrid approach to LLM enhancement

RAFT

The article introduces RAFT, an acronym for Retrieval-Augmented Fine-Tuning, which revolutionizes domain-specific language models, particularly focusing on its application in enhancing the performance of Large Language Models (LLMs). We unravel the '...

Advanced RAG Techniques

The landscape of artificial intelligence (AI) has been constantly evolving, with generative AI emerging as a pivotal innovation. A crucial aspect of these advancements is the integration of retrieval systems, which significantly enhance the capabilit...

Create Your AI Team

Stay Ahead of the Competition

AI Agents

The realm of artificial intelligence has birthed a transformative evolution: autonomous agents powered by Large Language Models (LLMs). These agents transcend mere text generation, becoming problem-solving entities. From intricate planning strategies...

.NET 8 and Azure OpenAI

In this blog post, I will showcase how to build a simple yet powerful chatbot using Azure OpenAI and .NET 8. The chatbot will be able to answer questions based on a provided PDF file without any explicit training.

Art of the Perfect Prompt

The article delves into the intricate landscape of constructing effective prompts for AI, specifically focusing on the pivotal aspects necessary for generating comprehensive and engaging interactions. Emphasizing interactivity, structured guidance, a...

OpenAI Case Studies

Showcasing real-world implementations and successes with OpenAI technologies

OpenAI Case Studies

OpenAI is transforming the world through its groundbreaking advancements in artificial intelligence and language processing technologies. It is transforming the world by providing accessible AI technology that enables businesses and developers to lev...