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Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategi...
Comprehensive guide to evaluating Retrieval-Augmented Generation systems including retrieval metrics, generation quality...
Expert in Retrieval-Augmented Generation systems - knowledge bases, chunking strategies, embedding optimization, and pro...
Hybrid search combining semantic and keyword retrieval for RAG pipelines. Implement BM25 + dense vector search with fusi...
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use w...
AesopIDE with Antigravity-inspired UI"
Comprehensive guide for Retrieval-Augmented Generation (RAG) implementation using LangChain. This skill covers the compl...
RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunki...
Retrieval-Augmented Generation patterns including chunking, embeddings, vector stores, and retrieval optimization Use wh...
Build and operate Retrieval-Augmented Generation (RAG) infrastructure with vector stores, embedding pipelines, and hybri...
Vertex AI RAG Engine integration patterns for grounding agent responses in private data sources including corpus managem...
Chunking strategies, embedding model selection, hybrid search, reranking, eval metrics
Retrieval-Augmented Generation patterns and best practices. Implement chunking, embedding, retrieval, reranking, and gen...
Transform textbook content based on the 10-dimension user profile to provide personalized learning experiences. Agent: A...
Build retrieval-augmented generation systems that ground LLM responses in your data
Designs retrieval-augmented generation pipelines for document-based AI assistants. Includes chunking strategies, metadat...
RAG 시스템 품질 평가 및 개선을 위한 스킬입니다. RAGAS 기반 LLM-as-Judge 평가, 사용자 페르소나 시뮬레이션, 합성 데이터 생성, 평가 결과 저장 및 분석 기능을 제공합니다.
Consulta ao corpus RAG do projeto. Busca conhecimento em decisoes, documentacao, learnings e padroes armazenados. Use qu...