rag-pipeline-cost-calculator
Use when a user needs end-to-end RAG cost estimation (embedding + vector store + generation). Returns monthly cost with breakdown and dominant-component identification.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| vector_store | No | Vector store | |
| answer_tokens | No | Avg answer tokens (default 400) | |
| corpus_tokens | Yes | Indexed corpus size in tokens | |
| generator_model | No | Generator model (default claude-sonnet-4-6) | |
| queries_per_day | Yes | User query volume per day | |
| question_tokens | No | Avg question tokens (default 100) | |
| chunks_retrieved | No | Chunks per query (default 5) | |
| chunk_size_tokens | No | Avg chunk size (default 512) | |
| embedding_provider | No | Embedding model | |
| generator_provider | No | Generator LLM provider (default anthropic) | |
| reindex_fraction_per_month | No | Fraction of corpus re-embedded per month (default 0.1) |