[LLM] HyDE — Hypothetical Document Embeddings
An overview of HyDE (Hypothetical Document Embeddings), a technique for improving retrieval quality in RAG.
LLM
[LLM] LangChain Core Concepts — LCEL, Prompt Templates, Message Classes
An overview of LangChain’s LCEL, prompt templates, message classes, MessagesPlaceholder, and RunnableGenerator.
[LLM] Integrating LLMs with the Ollama Python Library
Using the Ollama Python library to connect to a remote LLM server, with generate, chat, and LangChain integration.
[LLM] Setting Up Ollama Remote Access
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
A complete guide to installing Ollama and running the Qwen3:8B model locally on Windows 11.