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Integrating AI Workflows - Karim Lalani's Deep Dive into MCP, OpenWeb UI, LangChain, and LangGraph

· 4 min read
Colin McNamara
Contributor - Austin LangChain AIMUG
Karim Lalani
Contributor - Austin LangChain AIMUG

At a recent Austin Lane Chain AI Mug event, Karim Lalani presented an innovative talk on integrating the Model Context Protocol (MCP), OpenWeb UI pipelines, and the agentic workflow capabilities provided by LangGraph—core elements of a broader ecosystem that also includes LangChain for managing language model interactions.

High School Sophomore Creates Groundbreaking AI Solution for Detecting Fatal Liver Cancer

· 7 min read
Colin McNamara
Contributor - Austin LangChain AIMUG

At our March Austin LangChain meeting, we witnessed an extraordinary presentation from Venika Kakarla, a sophomore at Round Rock High School, who developed a sophisticated machine learning model to detect and analyze hepatocellular carcinoma (HTC)—the fatal liver cancer that claimed her grandfather's life. Her innovative approach combines deep neural networks, XGBoost regression, and graph convolutional networks to predict protein stability and DNA binding affinity in cancer cells with unprecedented efficiency.

Austin LangChain Office Hours: Sonnet 3.7 Impresses, AI Simulations Develop Social Media Addiction, and Custom Inference Engines Unlock New Possibilities

· 8 min read
Colin McNamara
Contributor - Austin LangChain AIMUG

AI models with thinking mode and social media simulation

Yesterday's Austin LangChain Office Hours session was packed with mind-blowing insights, from Claude Sonnet 3.7's impressive coding capabilities to AI characters developing social media addiction. We also got an exclusive look at a custom inference engine that could revolutionize how we work with large language models.

Austin LangChain Community: Pioneering the Future of AI Integration

· 7 min read
Colin McNamara
Contributor - Austin LangChain AIMUG

Integration Architecture

What happens when you bring together a passionate community of AI enthusiasts, developers, and innovators? Magic! That's exactly what we experienced during our February 20th Austin LangChain AIMUG community call, where we witnessed something truly special - the convergence of cutting-edge AI technologies that are setting new standards in the field.

February Showcase: AI Image Generation & MCP Tool Integration

· 2 min read
Colin McNamara
Contributor - Austin LangChain AIMUG
Karim Lalani
Contributor - Austin LangChain AIMUG
Riccardo Pirruccio (Ricky)
Contributor - Austin LangChain AIMUG

February Showcase Banner

Join us tomorrow evening for our February Showcase and Mixer! We're excited to present a lineup of practical AI implementations and tool integrations that push the boundaries of what's possible with modern AI workflows.

Austin LangChain Community Call Recap - January 30, 2025

· 3 min read
Colin McNamara
Contributor - Austin LangChain AIMUG
Riccardo Pirruccio (Ricky)
Contributor - Austin LangChain AIMUG
Ryan Booth
Contributor - Austin LangChain AIMUG

The Austin LangChain AI Group held its community call on January 30, 2025, bringing together key members to discuss upcoming events, technical developments, and community initiatives. The call showcased the group's commitment to fostering AI innovation and community engagement in Austin.

January 23rd Community Call Recap: Local AI Development & Innovation

· 6 min read
Colin McNamara
Contributor - Austin LangChain AIMUG

When a group of seasoned developers, film enthusiasts, and dedicated tinkerers convenes in a buzzing city like Austin, big ideas tend to flourish. During our most recent Austin LangChain community call, we dove deep into the technical nitty-gritty—from local language-model deployments and bridging AI tools to text-to-video experimentation and 3D modeling. Here's a conversational look at the exciting progress and revelations shared during the meeting.

January Hacky Hour: AI Innovation at Kinda Tropical

· 2 min read
Colin McNamara
Contributor - Austin LangChain AIMUG
Riccardo Pirruccio (Ricky)
Contributor - Austin LangChain AIMUG
Karim Lalani
Contributor - Austin LangChain AIMUG

The Austin LangChain AI Middleware User Group gathered at Kinda Tropical for our January Hacky Hour, bringing together AI enthusiasts for an evening of creativity, collaboration, and community building. The relaxed atmosphere provided the perfect setting for members to share their latest projects, exchange ideas, and explore new possibilities in AI development.

Building Customized AI Workflows - Distilling Models, Managing Tools, and Exploring Open Web UI

· 6 min read
Colin McNamara
Contributor - Austin LangChain AIMUG

Building Customized AI Workflows: Distilling Models, Managing Tools, and Exploring Open Web UI

Executive Summary

This week's Austin LangChain AI Group Office Hours focused on advancing AI development workflows through three key areas: model distillation techniques, tool management strategies, and the emerging Open Web UI ecosystem. Participants shared experiences with running large language models locally, discussed the benefits of model distillation for practical applications, and explored how Open Web UI is revolutionizing the way we build AI-powered applications. The session highlighted a growing trend toward more efficient, customizable AI solutions that can run on consumer hardware while maintaining enterprise-grade capabilities.

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