Release Notes

release v1.3.0¶

Summary of Changes¶

This release introduces several new articles and directories to enhance the documentation on MLOps workflows and Vim tools for AI-driven tasks. Additionally, it moves several existing articles to more appropriate locations.

New Features and Articles Added¶

MLOps Workflows¶

• Directory: mlops/workflows

• Articles:

  • git_three_major_workflows.md: Provides a detailed comparison of three major Git workflows: Integration Manager, Gitflow, and GitHub Flow.

AI Tools for Vim¶

• Directory: tools/vim

• Articles:

  • ai_tools_in_vim.md: Describes how to set up Vim for AI-driven tasks using plugins like gergap/vim-ollama and CLI tools like Aider.

  • handout_aider.md: Provides a handout of essential Aider commands and usage instructions.

Articles Moved¶

Changes to Existing Files¶

README.md¶

• Updated Structure: The repository structure has been updated to reflect the new articles and directories added in version 1.3.0.

CHANGELOG¶

• New Release Entry: Added an entry for release 1.3.0 detailing the new articles, moved articles, and directory additions.

release v1.2.0¶

Summary of Changes¶

This release introduces several new articles and directories to enhance the documentation on general AI systems, introductory materials, and orchestration patterns.

New Features and Articles Added¶

General and Introductory Materials¶

• Directory: 0_intro

• Articles:

  • ai_systems_multilayer_approach.md: Describes a multi-layered approach to building AI systems with DevSecOps considerations.

Orchestration Patterns¶

• Directory: 4_orchestration/patterns

• Articles:

  • llm_usage_patterns_p1.md: Discusses the core distinctions between chats, workflows, and agents in AI.

  • llm_usage_patterns_p2.md: Explores model size considerations for chats, workflows, and agents, including Schema-Guided Reasoning (SGR).

Changes to Existing Files¶

README.md¶

• Updated Structure: The repository structure has been updated to reflect the new articles and directories added in version 1.2.0.

CHANGELOG¶

• New Release Entry: Added an entry for release 1.2.0 detailing the new articles, moved articles, and directory additions.

release v1.1.0¶

New Features and Articles Added¶

Model Training¶

• Directory: 2_model/training

• Articles:

  • custom_tokenizer_and_embedding.md: Guide on creating custom tokenizers and embeddings.

  • why_rust_for_tokenizers.md: Discusses the benefits of using Rust for tokenizers.

  • right_tool_for_right_layer.md: Provides guidance on choosing the right tools for different layers in AI stack.

  • python314_parallelism_game_changer.md: Highlights the improvements in Python 3.14 for parallelism.

release v1.0.0¶

Initial Release¶

• Tree Structure Prepared: The repository structure was prepared to accommodate new articles.

• Articles Added:

  • nvidia_gpu_optimization.md under 1_execution.

  • embeddings_for_small_llms.md under 2_model.