It depends on the use case. Some models need thousands of labeled examples; others leverage pre-trained LLMs with RAG using your existing documents. We assess your data during the feasibility study and recommend the approach that fits what you actually have, rather than assuming you need a large proprietary dataset before starting.

Shubham Kaushik
Founder and CEO First Ring Solutions USA
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