mixedbread-ai/skills

mixedbread-search-agent-harness

Design, implement, review, or tune a custom harness for Mixedbread's Toast-1 search model through the OpenAI-compatible Completions API. Use when building bounded search-agent loops, custom retrieval or answer tools, parallel tool execution, evidence ranking…

原文语言：英语

mixedbread-search-agent

Call Mixedbread's Toast-1 search model through the OpenAI-compatible Chat Completions API. Use when authenticating against the Mixedbread completions endpoint, setting request parameters, declaring function tools and answering tool calls, forcing a structured…

原文语言：英语

mixedbread-search

Build and query managed search indexes (Stores) using the Mixedbread Python and TypeScript SDKs. Use when creating knowledge bases, uploading documents, performing semantic or vector search, asking questions over documents, using agentic multi-step retrieval,…

原文语言：英语

mixedbread-parsing

Parse documents, extract structured content, and run OCR using the Mixedbread Parsing API. Use when parsing PDFs, Word documents, PowerPoint slides, or images, extracting tables or form fields, running OCR on scanned documents, converting documents to…

原文语言：英语

mxbai-cli

Use the mxbai CLI to manage stores, upload files, search documents, ask questions, and sync directories from the terminal. Use when performing Mixedbread operations via command line, setting up CI/CD pipelines with store sync, or managing API keys.

原文语言：英语