Showing archive results for 2024

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 stabl...

Potential semantic routing solution using Azure AI Search for scalable query handling.

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.

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

A brief summary of how Crew Clark were able to profile performance using Visual Studio and within a Docker Compose environment.

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.

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.

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.

Learnings of Microsoft Graph Toolkit from our recent project, including data leaking and privacy concerns that can help developers get a jumpstart with Microsoft Graph Toolkit.

Empowering Collaboration with a Tech Savvy Customer