Part of the Change Seams series - why args_schema is the most important five lines in your tool definition, and how a contract layer survives model upgrades.

Part of the Change Seams series - architecture patterns for LLM applications that survive the real world.

Applying Software Engineering Principles to Everyday Challenges

Fun with vector databases

Sweet reading list for data scientists

Automate testing for pyspark applications using pytest. Includes use of markers and fixtures.

Test post to fix various bugs and generally update the site.

Topic modelling of a set of documents using NLP and Latent Dirichlet Allocation.

Part 4. Explanation of the Q-Learning algorithm and implementation to play super mario land.

Part 3. Intro to Reinforcement Learning and creating an Envirnment to test an agent.