Tag: LangChain

Jul, 29 2026

Task Decomposition Strategies for Planning in Large Language Model Agents

Emily Fies

Explore task decomposition strategies for LLM agents, including ACONIC, Chain-of-Thought, and Chain-of-Code. Learn how breaking down complex tasks improves accuracy by up to 40% and reduces costs.

Jun, 25 2026

Retrieval Augmentation on Open-Source LLMs: Tooling and Best Practices

Emily Fies

A practical guide to implementing Retrieval-Augmented Generation (RAG) with open-source LLMs. Covers core architecture, essential tools like LangChain and vLLM, vector databases, and best practices for reducing hallucinations.

Jul, 11 2025

Interoperability Patterns to Abstract Large Language Model Providers

Emily Fies

Learn how to abstract LLM providers using proven interoperability patterns like LiteLLM and MCP to avoid vendor lock-in, cut costs, and maintain reliability across models without rewriting your app.