LLM - BinaryLoader

[LLM] ClaudeForFoundationModels for using Claude inside Apple Foundation Models

June 13, 2026 19 minute read

A walkthrough of Anthropic’s ClaudeForFoundationModels package that connects Claude as a server-side language model inside Apple Foundation Models framework and shares it with the on-device model.

[LLM] Setting Up a Local LLM Environment on Apple Silicon with MLX

April 25, 2026 20 minute read

Setting up a local LLM environment with MLX and Qwen 3.6 on a MacBook Pro M5 Pro and laying the groundwork for researching agent frameworks.

[LLM] HyDE (Hypothetical Document Embeddings)

February 27, 2026 2 minute read

An overview of HyDE (Hypothetical Document Embeddings), a technique for improving retrieval quality in RAG.

[LLM] LangChain Core Concepts via LCEL, Prompt Templates, and Message Classes

February 27, 2026 10 minute read

An overview of LangChain’s LCEL, prompt templates, message classes, MessagesPlaceholder, and RunnableGenerator.

[LLM] Integrating LLMs with the Ollama Python Library

February 27, 2026 less than 1 minute read

Using the Ollama Python library to connect to a remote LLM server, with generate, chat, and LangChain integration.

[LLM] Setting Up Ollama Remote Access

February 22, 2026 1 minute read

Configuring the OLLAMA_HOST environment variable and Windows Firewall to access a local LLM from other devices on the same network.

[LLM] Running Qwen3:8B with Ollama on Windows 11

February 22, 2026 2 minute read

A complete guide to installing Ollama and running the Qwen3:8B model locally on Windows 11.