Production RAG recipe: token-based sliding window chunking, cohere-embed-v3 embeddings, pgvector storage, Cohere Rerank 3.5 reranking. Includes retrieval evals.
Production RAG recipe: semantic (embedding-based) chunking, text-embedding-3-large embeddings, Milvus storage, mxbai-rerank-large reranking. Includes retrieval evals.
Production RAG recipe: semantic (embedding-based) chunking, jina-embeddings-v3 embeddings, LanceDB storage, ColBERT v2 reranking. Includes retrieval evals.
Production RAG recipe: semantic (embedding-based) chunking, cohere-embed-multilingual-v3 embeddings, LanceDB storage, Cohere Rerank 3.5 reranking. Includes retrieval evals.
Production RAG recipe: semantic (embedding-based) chunking, text-embedding-3-small embeddings, Turbopuffer storage, mxbai-rerank-large reranking. Includes retrieval evals.
Production RAG recipe: semantic (embedding-based) chunking, gte-large-en-v1.5 embeddings, Elasticsearch storage, ColBERT v2 reranking. Includes retrieval evals.
Production RAG recipe: semantic (embedding-based) chunking, nomic-embed-text-v1.5 embeddings, Elasticsearch storage, Cohere Rerank 3.5 reranking. Includes retrieval evals.
Production RAG recipe: semantic (embedding-based) chunking, voyage-3-large embeddings, OpenSearch storage, mxbai-rerank-large reranking. Includes retrieval evals.
Production RAG recipe: semantic (embedding-based) chunking, e5-mistral-7b-instruct embeddings, OpenSearch storage, ColBERT v2 reranking. Includes retrieval evals.
Production RAG recipe: semantic (embedding-based) chunking, bge-large-en-v1.5 embeddings, Redis Vector storage, Cohere Rerank 3.5 reranking. Includes retrieval evals.
Production RAG recipe: semantic (embedding-based) chunking, voyage-3 embeddings, Vectorize (Cloudflare) storage, mxbai-rerank-large reranking. Includes retrieval evals.
Production RAG recipe: semantic (embedding-based) chunking, e5-mistral-7b-instruct embeddings, Vectorize (Cloudflare) storage, ColBERT v2 reranking. Includes retrieval evals.