Why your LLM bill is exploding — and how semantic caching can cut it by 73%

Semantic caching is a practical pattern for LLM cost control that captures redundancy exact-match caching misses. The key ...
XDA Developers on MSN

Docker Model Runner makes running local LLMs easier than setting up a Minecraft server

On Docker Desktop, open Settings, go to AI, and enable Docker Model Runner. If you are on Windows with a supported NVIDIA GPU ...
python-hub

Day 4: My Job Scraper Plan Keeps Changing (And That’s Okay)

They shifted what wasn’t the right fit for microservices, not everything.) Day 6: Finally, code something. (Can’t wait to see how awesome it will be this time!!) What I learned today: Building a ...
IEEE Spectrum on MSN

AI coding assistants are getting worse

This gives me a unique vantage point from which to evaluate coding assistants’ performance. Until recently, the most common ...

Dify Makes Self-Hosted LLM Development Simple : Swap Models, Add RAG & Launch Faster

Self-host Dify in Docker with at least 2 vCPUs and 4GB RAM, cut setup friction, and keep workflows controllable without deep ...
GitHub

A modular Python library for synthesizing tool-calling datasets from JSON tool definitions using an LLM-as-a-judge pipeline. Designed for OpenAI-compatible APIs.

⚠️ Development Status: This project is under active development. The API is not yet stable and may undergo significant changes. Breaking changes may occur between versions. ToolsGen automates the ...
GitHub

Block or report engene163

[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama ...