Sitemap - 2024 - DAGWorks’s Substack
The graduation problem: avoid frameworks getting in the way
Flashcard generator with Instructor + Burr
Build LLM agents faster with Haystack + Burr!
Building a Better Feature Platform with Hamilton
Agentic Design Pattern #1: Tool Calling
From blog to bot: build a RAG app to chat with your favorite blogs
OS Libraries Building on Hamilton
Trace all parts of your Agentic/AI Applications with Burr
Building Generative AI / Agent based applications you can monitor with OpenTelemetry
Modeling Pregnancy Due Dates with Hamilton
Data Quality with Hamilton and Pandera
Hamilton DAG Workflow for Toy Text Processing Script
Streaming Chatbot with Burr, FastAPI, and React
Tracking Pipelines with MLFLow & Hamilton
Building a conversational GraphDB RAG agent with Hamilton, Burr, and FalkorDB
Lean Data Automation: A Principal Components Approach
Hamilton & Kedro for modular data pipelines
NER-powered Semantic Search using LanceDB + Hamilton + HuggingFace
Tools can multiply or divide productivity
Hamilton UI: Streamlining Metadata, Tracking, Lineage/Tracing, and Observability for Your Dataflows
Writing good data analysis code efficiently with Hamilton
Building Interactive Agents with Burr
Slack summary pipeline with dlt, Ibis, and Hamilton
Playing Telephone with ChatGPT and DallE
Custom pre-commit hooks for safer code changes
Declarative data orchestration: Dagster & Hamilton
Burr – Develop Stateful AI Applications
RAG: ingestion and chunking using Hamilton and scaling to Ray, Dask, or PySpark
Portable dataflows with Ibis and Hamilton
A command line tool to improve your development workflow
Monthly Hamilton Meetup and Office Hours
Using IPython Jupyter Magic commands to improve the notebook experience
Building a lightweight experiment manager
Enterprise Ready Data Pipelines with Hamilton
Monitoring Dataflows with Hamilton + Datadog
Customizing Hamilton’s Execution with the new Lifecycle API