This is a repository containing any information which I am interested in recording. It is stored as an obsidian vault (I am still migrating everything to this new system).
I'm experimenting with various search strategies - you can find more information in query_engine/README.md
GitHub is an inefficient way to navigate this obsidian vault, but you may find something interesting by following one of the links in this serendipitous random heap:
Domain Adaptation of LLMs.md, Searching for Best Practices in Retrieval-Augmented Generation (paper).md, Machine Learning on Small Datasets.md, Brewer's Theorem (CAP theorem).md, OAuth 2.0.md, Mem0 - Building Production-Ready AI Agents with Scalable Long-Term Memory.md, Cursor allowlist.md, Joe's AI Coding Strategy 2026-01.md, how-much-remains (github repo).md, A survey on large language model based autonomous agents (paper).md, How to see the GPT-4 System Prompt.md, The Kelly Criterion.md, Catching up with AI coding practices start of 2026.md, Shapley values and SHAP.md, Data Transformation Tools.md, Cookie Security.md, mpd-tpd (github repo).md, happy-rag-friends (github repo).md, semantic-search-engine (github repo).md, LLM Jailbreaking Techniques.md, Data Dictionaries in PostgreSQL.md, jwt.io (website).md, Build a Large Language Model (From Scratch).md, ChatGPT Prompt Engineering for Developers (DeepLearning.AI course).md, Dex Horthy's Create Plan Prompt.md, Machine Learning Q & AI.md, Python.md, LLM ReAct Prompting.md, Collection of LLM Prompts.md, gmail-email-automation (github repo).md, Applied Large Language Model Concepts.md, hosting-7B-llm-on-google-cloud (github repo).md, Workout 2025.md, RagChecker (paper) - A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation.md, Reading Lists.md, Joe PDF RAG 2025.md, Dependency Injection.md, RefChecker (paper) - Reference-based Fine-grained Hallucination Checker and Benchmark for Large Language Models.md, Important LLM Concepts.md, LLM logprobs and temperature.md, Software Best Practice.md, BERT model.md, CIDI Prompting Strategy.md, My personal python AGENTS.md.md, personal-projects (github repo).md, Relational Database Normalisation.md, BTYD Modelling.md, Effective harnesses for long-running agents (Anthropic Engineering Blog).md, The Rasa CALM method.md, How Docker Containers Work.md, LLM Chain-of-Thought Prompting.md, LLM API Cost Comparison.md, Current Reading.md, Real Python Application Number 1.md, LLM Agents.md, Named Entity Recognition (NER).md, OIDC.md, Data Ingestion Best Practices.md, PRs vs everyone pushing to dev branch.md, Causal Inference for The Brave and True.md, LLM Prompting Strategies.md, Python Logging on GCP Compute Engine.md, One-Shot and Few-Shot Learning.md, Inspired- how to create tech products customers love.md, Regex lookarounds (lookbehind lookahead).md, plotly-dash-dashboard-template (github repo).md, Data Engineering Thesaurus.md, The Kernel Trick.md, LLM SQL Agents.md, Dex Horthy's Research Codebase Prompt.md, GCP VM which creates other VMs.md, Productive Note-Taking Systems.md, Causal Inference.md, Association, Bias & Causation.md, How to do Application Logging Properly.md, Data Engineering.md, Text Chunking for Semantic Search.md, AI in organizations - Some tactics (blog).md, useful-code-snippets (github repo).md, Personal Development Areas.md, Critique and Council Pattern for LLM Agents.md, Reflexion - Language Agents with Verbal Reinforcement Learning.md, Good API Design.md, Web Scraping Proxy Providers.md, Zero-shot Classification using Embeddings.md, Future Reading.md, learning-rust (github repo).md, IP address strategies for web scraping.md, Tasks which may be automated.md, Advanced RAG Techniques.md, Past Reading.md, Label Propagation Algorithm.md, Steering LLM Behaviour Without Fine-Tuning.md, Access Sharepoint Files with rclone using temporary Graph Explorer token.md, GCP Workflows Example (github repo).md, dbt-example (github repo).md, Retrieval-Augmented Generation (RAG).md, Subnets.md, Python Application Observability Presentation (end of 2025).md, Kelly Criterion (wikipedia).md, List of Useful Algorithms.md, Sandboxing an AI agent using Lima-VM on WSL2.md, GitHub Repos.md