Archive - DAGWorks’s Substack

OS Libraries Building on Hamilton

An overview of recent libraries that are built on top of/for Hamilton

Sep 6, 2024 • Elijah ben Izzy and DAGWorks Inc.

Using IPython Jupyter Magic commands to improve the notebook experience

A post on creating a custom IPython Jupyter Magic command.

Feb 14, 2024 • DAGWorks Inc., Stefan Krawczyk, and Thierry Jean

What I learned building platforms at Stitch Fix

Five lessons learned while building platforms for Data Scientists.

Sep 21, 2022 • DAGWorks Inc.

A command line tool to improve your development workflow

Introducing the Hamilton CLI Tool

Feb 27, 2024 • Thierry Jean and DAGWorks Inc.

Parallel Multi Agent Workflows with Burr

Leverage Burr's new parallelism capabilities to build concurrent multi-agent workflows

Dec 23, 2024 • Elijah ben Izzy and DAGWorks Inc.

Streaming Chatbot with Burr, FastAPI, and React

Expose the OpenAI streaming API with server-sent-events

Jul 5, 2024 • Elijah ben Izzy, DAGWorks Inc., and Stefan Krawczyk

Trace all parts of your Agentic/AI Applications with Burr

Use the @trace decorator to gain visibility into any functions called within Burr

Aug 23, 2024 • Elijah ben Izzy and DAGWorks Inc.

Monitoring Dataflows with Hamilton + Datadog

Integrate DDOG + more with one line of code

Jan 23, 2024 • Elijah ben Izzy and DAGWorks Inc.

Building a Better Feature Platform with Hamilton

A guest post by Ryan Whitten, Director of ML Data Engineering @ Best Egg

Oct 2, 2024 • Ryan Whitten and DAGWorks Inc.

Building Generative AI / Agent based applications you can monitor with OpenTelemetry

An overview of OpenTelemetry and the integration with Burr.

Aug 16, 2024 • Elijah ben Izzy and DAGWorks Inc.

NER-powered Semantic Search using LanceDB + Hamilton + HuggingFace

A blueprint for building your own modular, maintainable, self-documenting, processing pipeline to extract entities for use in search and RAG contexts.

May 22, 2024 • DAGWorks Inc. and Stefan Krawczyk

Containerized PDF Summarizer with FastAPI and Hamilton

A quick guide to building a PDF Summarizer (using OpenAI) with Hamilton, FastAPI and Streamlit.

Aug 18, 2023 • Thierry Jean, DAGWorks Inc., and Stefan Krawczyk

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