ISE Developer Blog
Solving global tech challenges, sharing insights, and empowering developers
Latest posts
PromptFlow Serve – Benchmark Result Analysis
In this post we discuss how to test the throughput of PromptFlow pf-serve module and key learnings doing so. We explore the impact on throughput and performance the different WSGI and ASGI hosting methods have and the importance of engineering your Python nodes with the async await pattern for I/O.
Earning Agentic (and LangChain) Complexity
This post examines the challenges of adopting complex technologies like LangChain and agentic solutions in production environments, emphasizing the importance of understanding the necessity of such complexity. It provides insights on how to evaluate these technologies carefully, manage dependencies, and adhere to best practices for secure and stable AI applications.
Semantic Router using Azure AI Search
Potential semantic routing solution using Azure AI Search for scalable query handling.
Measuring Differentials of Product Images in AI-generated Ads
Various methodologies of measuring differentials between a product image and an AI-generated ad for the purpose of product representation integrity in serving AI-generated ads.
Converting multiple sources to FHIR using Liquid
A brief summary of how Microsoft ISE teams creation a solution to integrate patients data from multiple fragmented sources into a standard FHIR data model
Profiling Docker Compose services through Visual Studio
A brief summary of how Crew Clark were able to profile performance using Visual Studio and within a Docker Compose environment.
LLM Prompt Injection Considerations With Tool Use
This post discusses a pattern to prevent a class of prompt injection attacks in LLM-based solutions. It emphasizes the importance of building strong foundational patterns to mitigate risks and avoid potential pitfalls. By implementing this pattern, teams can enhance the security of their tool-based solutions.
Document Summarization Solution Patterns using Azure Open AI & Langchain
This post lists the various solution patterns that can be applied for document summarization. Document summarization comes with its challenges related to token limitation and chunk sizes. This blog post discusses about the solutions to tackle those challenges.
Azure IoT Operations Data Processor Pipelines: Unlocking Efficiency in the Industrial Metaverse
In this post we explore the implementation of Azure IoT Operations Data Processor pipelines in a manufacturing context, focusing on data processing at the edge.