Build production-ready semantic search systems using vector databases, embeddings, and retrieval-augmented generation (RAG). Covers vector DB selection (Pinecone/Qdrant/Weaviate), embedding models...
Search the web using Exa's AI-powered search API. Supports semantic search, content extraction, direct answers, and deep research with structured output.
Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This skill should be used when conducting web searches for current information,...
Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This skill should be used when conducting web searches for current information,...
Modern file and content search using fd, ripgrep (rg), and fzf. Triggers on: fd, ripgrep, rg, find files, search code, fzf, fuzzy find, search codebase.
Search for patterns inside file contents using ripgrep (rg). Use when searching for code patterns, finding function definitions, locating usages, or when the user asks to search/grep content inside files.
Search the web using Anthropic Claude's web search tool for up-to-date documentation, best practices, comparisons, and troubleshooting. Use when the user needs current information with citations....
Performs simultaneous multi-pattern search-and-replace, file/directory renaming, and case-preserving refactoring across codebases. Use for bulk refactoring, global find-and-replace, or when user...
High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid search with filtering, or...
Search the web, research companies, and find code context using Exa AI. Use when performing web searches, company research, or finding programming documentation. Triggers on "search the web",...
Search bioRxiv biology preprints with natural language queries. Semantic search powered by Valyu.
Search medRxiv medical preprints with natural language queries. Powered by Valyu semantic search.
Programmatic search queries to a SearXNG instance. Use when searching the web, images, or other content via this private SearXNG instance.
Search arXiv physics, math, and computer science preprints using natural language queries. Powered by Valyu semantic search.
Search ChEMBL bioactive molecules database with natural language queries. Find compounds and assay data with Valyu semantic search.
Comprehensive scientific literature search across PubMed, arXiv, bioRxiv, medRxiv. Natural language queries powered by Valyu semantic search.
Complete biomedical information search combining PubMed, preprints, clinical trials, and FDA drug labels. Powered by Valyu semantic search.
Search PubMed biomedical literature with natural language queries powered by Valyu semantic search. Full-text access, integrate into your AI projects.
Search documents in Paperless-ngx via REST API. Full-text search, tag/correspondent filtering, and direct links to documents.
Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) strategies for AI-powered search visibility in ChatGPT, Perplexity, Google AI Overviews, and other AI search platforms.