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Benchmarks

• The above provided PDFs were used for benchmarking.
• Models used: Llama2
• Model download time Llama2 - ~6-8 minutes

Devices used

• PC: 3.6 GHz Intel i9 (9th gen), Nvidia RTX 2080, 32 GB memory
• Laptop: 2.6 GHz 6-Core Intel Core i7 MacBook Pro (2019)

Model	Device	Operation	Time Taken
Llama2	PC	Load embedding model	<1 minute
Llama2	PC	Create embeddings and vector store	~3-4 minutes
Llama2	PC	Answer the questions on the uploaded PDFs	~5-10 seconds
Llama2	Laptop	Load embedding model	~120 seconds
Llama2	Laptop	Create embeddings and vector store	~80 seconds
Llama2	Laptop	Answer the questions on the uploaded PDFs	~150 seconds