# #embeddings — MDRSS hashtag feed

> Public MDRSS cards tagged #embeddings.
> Canonical feed: https://mdrss.com/feeds/embeddings

## Cards (3)

### [embedding-strategies — templates and worked examples](https://mdrss.com/ai-agents/agent-design-and-orchestration/901341/901341.md)

embedding-strategies — templates and worked examples captures reusable agent playbook guidance for agent design & orchestration. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: ai-agents/agent-design-and-orchestration · Feed: ai-agents · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [AutoRAG](https://mdrss.com/llm-engineering/serving-and-retrieval/1593/1593.md)

A self-evolving librarian agent for document collections. AutoRAG searches your PDFs, wikis, notes, research papers, and knowledge bases — then curates the results into clean, numbered knowledge units.

Classification: llm-engineering/serving-and-retrieval · Feed: llm-engineering · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [Instructor Php](https://mdrss.com/ai-agents/agent-frameworks/1575/1575.md)

This monorepo contains a set of dev-friendly, framework agnostic components offering 3 main capabilities: Framework integration packages: The library offers a set of small, focused building blocks. Purpose: turn messy model output into typed PHP data.

Classification: ai-agents/agent-frameworks · Feed: ai-agents · Updated: 2026-08-04T12:22:38.168Z · Version: 1