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[Development Case] Creating an LLM to Accelerate R&D

Creating an LLM to accelerate R&D by utilizing corporate information.

In June 2024, we created an LLM for a certain company. In large corporations, the internal seeds have grown too large, making it difficult to generate new business ideas from them. This time, we developed a system where the LLM proposes new business ideas using the company's information A and another piece of information B. We used the open-source Llama model as the LLM. This allows the company to complete the work on-premises without disclosing information externally. To efficiently propose ideas, the system incorporates features like RAG and prompt modification. *For more details, please refer to the related links or feel free to contact us.*