RAG & AI Pipelines Spreadsheet Calculator Bundle

About This Product

Stop guessing your RAG pipeline costs and performance – this spreadsheet calculator bundle turns complex AI architecture decisions into simple drop-downs and automated formulas.

This bundle eliminates the guesswork and hours of research by providing pre-built, automated calculators for every major RAG component. It's the only toolkit that lets you compare embedding models, chunking strategies, and vector database pricing side by side without writing a single line of code. Save time, reduce errors, and make data-driven decisions from day one.

## What's Included

- Pre-built cost estimator for embedding models (OpenAI Ada-002, text-embedding-3-small/large, Cohere, and custom) - Chunking strategy ROI calculator – compare token usage, retrieval accuracy, and total cost per query - Vector database pricing comparison (Pinecone, Weaviate, Supabase, Qdrant) with real-time updates - Latency and throughput calculator based on selected model, index size, and query load - Fully customizable parameters – add your own models, adjust API pricing, and scale to millions of queries

Key Features

• Stop guessing your RAG pipeline costs and performance – this spreadsheet calculator bundle turns complex AI architecture decisions into simple drop-downs and automated formulas
• This bundle eliminates the guesswork and hours of research by providing pre-built, automated calculators for every major RAG component
• It's the only toolkit that lets you compare embedding models, chunking strategies, and vector database pricing side by side without writing a single line of code
• Save time, reduce errors, and make data-driven decisions from day one
• ## What's Included - Pre-built cost estimator for embedding models (OpenAI Ada-002, text-embedding-3-small/large, Cohere, and custom) - Chunking strategy ROI calculator – compare token usage, retrieval accuracy, and total cost per query - Vector database pricing comparison (Pinecone, Weaviate, Supabase, Qdrant) with real-time updates - Latency and throughput calculator based on selected model, index size, and query load - Fully customizable parameters – add your own models, adjust API pricing, and scale to millions of queries ## Who Is This For - AI product managers evaluating RAG solutions for a new feature rollout - Solo developers prototyping a retrieval pipeline without backend heavy lifting - CTOs & VPs of Engineering budgeting for Q4 AI infrastructure costs - Technical founders validating idea-to-market cost and feasibility ## How It Works Download the bundle, open it in Google Sheets or Excel, and input your expected query volume, chosen model, and chunk size
• The spreadsheet instantly calculates total monthly cost, average latency, and optimal configuration for each step of your RAG pipeline