AI Development, AI Agents & RAG
Flexible Soft builds AI solutions that connect language models, business data and application workflows. We help companies across Europe and the GCC integrate AI into software products, including SaaS platforms, web applications and backend services.
AI agent development
AI agents combine a model with tools and application logic to carry out tasks. Flexible Soft develops agents and automation workflows with API integrations. A useful agent needs a defined task, appropriate access to data and clear limits on the actions it can take.
RAG development
Retrieval-augmented generation (RAG) connects a language model to information retrieved from a knowledge base. Flexible Soft develops RAG integrations for applications that need to work with business-specific information. Source quality, retrieval relevance and access permissions are central design considerations; retrieval does not guarantee that every generated answer is correct.
AI integration in existing products
AI delivery includes the backend APIs, data flows and user interface around the model. We work with OpenAI integrations, Python and web technologies to connect AI capabilities to the products teams already use. The scope can cover a defined feature or a wider application.
Technologies
OpenAI, LLMs, RAG, Python, Django, Next.js, APIs.
Related engineering experience
AI and RAG experience — Engineering experience with OpenAI, machine learning and retrieval-augmented generation for business applications.
Medical education and AI integration — Experience with eLearning platforms, content management and AI integrations using web and backend technologies.
Frequently asked questions
Can Flexible Soft build AI agents?
Yes. Flexible Soft develops AI agents and automation workflows, including integrations with application APIs and business data.
How is RAG different from an AI agent?
RAG retrieves information to help a model answer a question. An agent can use tools to perform tasks. An application may combine both, using retrieval to inform an agent’s work.
Discuss your software project
Contact Flexible Soft to discuss your requirements, or meet our engineering company in Tunisia.