The arrival of ChatGPT from OpenAI and the opening of Large Language Model (LLM) models by various actors that followed have made it possible for everyone to have access to augmented application possibilities. Thanks to our web expertise and our data & ML team Sicara's expertise, we have mastery over the entire technological chain to deploy generative AI in order to enhance your applications. Explore the potential of LLMs for your company with us!
The number one issue companies are facing today is knowledge management. We can build a custom solution to connect your unstructured valuable data to an intelligent system that will make your company more efficient and insightful.
LLMs like GPT generate more or less relevant results depending on the input texts, known as prompts. Learning how to ask the right questions to LLMs is a complex task and the subject of ongoing research. Applying best practices in this area has given rise to a new profession called prompt engineering.
Embeddings are mathematical representations in the form of vectors for texts, images, sounds, and other data types. They enable semantic search, which focuses on the subjects contained in the texts rather than comparing characters, as is the case with traditional search methods.The number one issue companies are facing today is knowledge management. We can build a custom solution to connect your unstructured valuable data to an intelligent system that will make your company more efficient and insightful.
We can build your company’s custom LLM infrastructure to ensure data privacy, compliance, performance, and meeting regulatory requirements. Current solutions such as ChatGPT by OpenAI reserve the rights to reuse your sensitive data. With our custom solution, you no longer need to worry about your information being exposed to third parties.
We can help you train powerful domain specific AI based on existing foundational models that are customized with your propriety application data. These can be hosted at scale using Cloud-Native and Serverless services which makes it cost-effective.
(e.g. Amazon Bedrock, Amazon SageMaker and others).
Our expertise in integrating AI to existing applications provides you endless opportunities. We will help you add value to your business by leveraging AI at any point of your process where needed, integrated with your existing UI.
Examples of use cases:
• Knowledge Retrieving: Leveraging Enterprise Knowledge With LLMs
• User-friendly interface to “complex system” (using chains and plugins with external sources)
• Intelligent Q&A
• Text Summarization
• Entity extraction
• Sentiment analysis
• Data intelligence
We use aspects of domain driven design to conduct workshops designed for converting a new idea or legacy system to a Serverless architecture, working with the domain experts in a business. "EventBridge Storming" forms the basis of our Event-Driven Serverless architectures.
Cloud-Native Serverless architectures need to be deployable quickly though rapid CI/CD Pipelines in multiple environments and in some cases across different regions. Our teams start projects with 100% of the infrastructure managed through Infrastructure as Code tools such as the Serverless Framework from day 1.