In-depth guides to understand the key concepts of AI
4 articles
Dumping 10,000 files into an LLM causes retrieval failures. Here is the exact XML prompting framework to extract facts reliably from 2 million tokens.
Prompt caching reduces API input costs from $3.00 to $0.30 per million tokens. Here is how to implement it in your codebase today.
Sending proprietary company data to a third-party API is a security risk. Learn how to run 8B and 70B models entirely on your own hardware.
The biggest problem with AI isn't that it hallucinates—it's that it doesn't know your business. Enter Retrieval-Augmented Generation.