Ejemplos de RAG
Definición
Esta página recopila ejemplos concretos de RAG: Q&A simple, QA de documentos y búsqueda híbrida con código que puedes adaptar.
Each example follows the same RAG flow (index documents, embed query, retrieve, generate) but with different frameworks or options. Use them as starting points and adjust chunking, embeddings, and vector store to your data.
Casos de uso
These examples show how to get from zero to a working RAG pipeline with common frameworks and options.
- Implementing a minimal Q&A pipeline (por ej. LangChain, LlamaIndex)
- Document QA with custom chunking and embeddings
- Hybrid search (dense + keyword) for better recall
Example: minimal RAG with LangChain
See the RAG index for a Python snippet. More examples will be added for LlamaIndex, custom embeddings, and reranking.