[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.*
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Our company is engaged in various artificial intelligence-related businesses, including artificial intelligence development, artificial intelligence consulting, artificial intelligence seminars, and artificial intelligence application development. Since 2013, we have shifted to Deep Learning, working on improvements to CNNs and RNNs, and by 2015, we developed our own model using RNNs. Additionally, starting in 2016, we expanded our focus to deep reinforcement learning, developing numerous simulation models and robot models. Please feel free to contact us if you have any inquiries.