Skip to main content
Colin McNamara
Contributor - Austin LangChain AIMUG

Engineer πŸ”§ | Entrepreneur πŸ’Ό | Sustainability Champion 🌱 | Supply Chain Strategist πŸ”— | Private Label Pioneer 🏷️ | Build a Better Tomorrow 🌍 Currently at Always Cool Brands in Austin, TX. Key Contributions to Austin LangChain AIMUG: Core maintainer and founder of Austin LangChain AIMUG. Established the project's foundation and learning path structure from LangChain 101 through advanced implementations. Notable Contributions: β€’ Created the initial LangServe and Streamlit integration labs β€’ Developed the LangGraph introduction and customer support tutorials β€’ Implemented Neo4j graph database integration examples β€’ Pioneered the Google Colab integration strategy for accessible learning LangChain Development: β€’ Created foundational tutorials and labs for LangChain implementation β€’ Developed practical examples for real-world applications RAG Implementations: β€’ Built advanced retrieval-augmented generation systems β€’ Integrated RAG with various data sources and storage solutions LangGraph Projects: β€’ Developed complex LangGraph applications β€’ Created tutorials for graph-based AI implementations Streamlit Applications: β€’ Built interactive web interfaces for AI applications β€’ Created user-friendly demonstration platforms Google Colab Integration: β€’ Enhanced accessibility through Colab integration β€’ Maintained cross-platform compatibility

View all authors

Austin LangChain Community: Pioneering the Future of AI Integration

Β· 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

Β· 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.

🎯 Event Details​

Date: February 5, 2025
Time: 6:00 PM - 8:00 PM CST
Location: ACC - RGC 3000
After Party: The Tavern
Virtual Bridge: meet.google.com/txr-rque-xst

RSVP on Meetup

Production-Ready AI Image Generation​

Learn two approaches to implementing AI image generation in your projects:

  • Cloud-Based Pipeline by Colin McNamara

    • Replicate integration for serverless deployment
    • Cost optimization strategies
    • API management best practices
    • Automated deployment workflows
  • Local GPU Optimization by Karim Lalani

    • RTX 4090 configuration tips
    • Memory management techniques
    • Performance optimization strategies
    • Local deployment considerations

MCP Tool Ecosystem & Integration​

Our hackathon team has developed powerful tools extending VSCode and Cline capabilities:

  • LangGraph Integration by Ricky Pirruccio

    • Custom MCP server implementation
    • VSCode integration patterns
    • Tool exposure through Cline
  • Extended Research Capabilities by Vaskin Kissoyan

    • DeepSeek-R1 implementation
    • Advanced document analysis
    • Context window optimization
  • Project Management Integration by Ricky Pirruccio

    • Trello MCP integration
    • Workflow automation
    • VSCode tooling

Obsidian Workflow Demo​

Colin will demonstrate how these tools integrate with Obsidian through Cline:

  • Direct MCP tool access from VSCode
  • Knowledge management automation
  • Real-world integration examples

πŸ—“οΈ Schedule​

  • 6:00 - 6:20 PM: Welcome Reception
  • 6:20 - 6:40 PM: News and Updates
  • 6:40 - 8:00 PM: Showcases and Q&A
  • 8:00 PM: After Party at The Tavern

πŸš— Location & Parking​

ACC - RGC 3000
1218 West Avenue, Austin, TX

  • Located in the tan brick building on your left (going north on West Avenue between 12th and 13th streets)
  • Go up the stairs to reach ACC RGC3000
  • Free parking available in the garage (closes at 9 PM)
  • Free street parking available after 6 PM

Can't make it in person? Join us virtually at meet.google.com/txr-rque-xst

πŸ”— Stay Connected​

Join our community:

Detailed implementation notes and presentation transcripts will be added after the event.

Austin LangChain Community Call Recap - January 30, 2025

Β· 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

Β· 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-grittyβ€”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

Β· 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

Β· 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.

(Join our weekly discussions every Tuesday at 2 pm Central on our Discord server. All experience levels welcome!)

Austin LangChain AI Group - January Meeting Recap

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

The January meeting of the Austin LangChain AI Group was nothing short of eventful, with discussions ranging from real-world applications of AI to cutting-edge tools for building agentic infrastructure. Held on January 8, 2025, at the Austin Community College Rio Grande Campus, the meeting brought together a vibrant community of learners, developers, and innovators dedicated to exploring the ever-evolving landscape of AI.