RAG Studio

Design document retrieval systems. Select embedding models, configure chunking strategies, estimate vector index RAM, and match LLMs to your GPU.

Embedding Model

LLM Model

Document Count

Target GPU

SELECT GPU

39.2GB required

1024

Dimensions

40K

Chunks

0.2GB

Index Size

39.2GB

VRAM Needed

Check GPU compatibility for your embedding model and LLM, then find the right hardware.

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Check GPU compatibility for any AI model

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Side-by-side GPU specs and benchmarks

GPU × Model compatibility matrix