Tag: LangChain

Learn how to abstract LLM providers using proven interoperability patterns like LiteLLM and LangChain to avoid vendor lock-in, cut costs, and handle model switching safely. Real-world examples and 2025 best practices included.

Recent-posts

Preventing AI Dark Patterns: Ethical Design Checks for 2026

Preventing AI Dark Patterns: Ethical Design Checks for 2026

Feb, 6 2026

Hardware-Friendly LLM Compression: How to Fit Large Models on Consumer GPUs and CPUs

Hardware-Friendly LLM Compression: How to Fit Large Models on Consumer GPUs and CPUs

Jan, 22 2026

Fine-Tuned Models for Niche Stacks: When Specialization Beats General LLMs

Fine-Tuned Models for Niche Stacks: When Specialization Beats General LLMs

Jul, 5 2025

Token Probability Calibration in Large Language Models: How to Fix Overconfidence in AI Responses

Token Probability Calibration in Large Language Models: How to Fix Overconfidence in AI Responses

Jan, 16 2026

Marketing Content at Scale with Generative AI: Product Descriptions, Emails, and Social Posts

Marketing Content at Scale with Generative AI: Product Descriptions, Emails, and Social Posts

Jun, 29 2025