Business With AI
We leverage large language models (LLM) – a powerful and innovative technology for building sophisticated software solutions. Our team is adept at working with these cutting-edge technologies and we stay ahead of the curve as the technology advances.
Our Expertise In LLM
We’ve built our capabilities around the latest LLM application stacks, keeping us in tune with the most common systems, tools, and design patterns used by AI startups and tech companies today. Our expertise spans across:
We follow a high-level, three-stage workflow that ensures quality and effectiveness in our AI solutions
Flexible Building Options With LLM
We offer a variety of ways to build with LLMs, including training models from scratch, fine-tuning open-source models, or using hosted APIs. Our approach primarily focuses on in-context learning – a prevalent design pattern in Artificial Intelligence development today.
We employ in-context learning which involves using LLMs off the shelf, and then controlling their behavior through clever prompting and conditioning on private “contextual” data. This allows us to deliver tailored Artificial Intelligence solutions without the need for extensive fine-tuning.
Efficient and Cost- Effective Approach
Our approach to LLM, focused on in-context learning, reduces the Artificial Intelligence problem to a data engineering problem. This makes the process more efficient and cost-effective. We don’t require expensive dedicated instances or a specialized team of ML engineers. Our approach also tends to outperform fine-tuning for relatively small datasets and can incorporate new data in near real time, keeping your solutions current and relevant.
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