I have hit a couple of issues trying to get Langchain with Azure OpenAI and completions API using gtp-35-turbo model. First, it is not clear in OpenAI documentation as to which parameters to use while trying to call AzureOpenAI endpoints… The “deployment_name” should be the model deployment name under your…

Introduction In the previous entry, we successfully combined Azure API Management (APIM) and Azure Front Door to make Azure OpenAI Service (AOAI) resources load-balanced and redundant in an easy-to-use and manageable way. Load Balancing Azure OpenAI with Azure Front Door Introductionshiroyama.medium.com In this entry we take another step forward and learn how to use AOAI more securely by locking it…

In this post, we’re exploring some recent developments in Azure services, such as the Azure OpenAI Private Endpoints, a revolutionary speech-enabled SQL query system using Azure Open AI and Semantic Kernel, and enhancements in Application Gateway for Containers and Azure Firewall. Additionally, we’ll delve into utilizing Automation Runbook Webhooks for…

Learn how to implement design patterns to retrieve the most relevant context and generate a correct answer. — In my last article, I discussed the architecture and data requirements needed to create your own Q&A engine with ChatGPT/LLMs. Today I will walk you through the architectural decisions and approaches…

Large Language Models (LLMs) such as ChatGPT are revolutionising the world we live in. This short article introduces LangChain, which we can use to conversationally extract real time insights from SQL databases using Azure OpenAI. — Setting the scene – Large Language Models and their limitations Generative AI and Large Language Models are the tech buzzword of the year if not the decade. The most popular of which you will have seen dominating the headlines around the world… ChatGPT.

A brief introduction — In last weeks, many of us have been experimenting with the powerful Azure OpenAI APIs, either in the playground or via REST API or Python SDK. However, those APIs alone are not sufficient to build powerful applications. We can summarize in three main categories the kind of results we want…

In this article, I’ll guide you through all the steps which are required to utilize Azure search(non-semantic) with OpenAI and Langchain. Before getting started, here are the few prerequisites which need to be satisfied. Prerequisites An Azure account with an active subscription. If you do not have one, you can Create…