Semantic Kernel

Semantic Kernel Plugins, Planners & RAG Pipelines

GenifySoft guide to Semantic Kernel plugins, planners, and retrieval-augmented generation for document intelligence and support automation.

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Plugins that connect AI to real data

Semantic Kernel plugins turn LLM responses into actionable business outcomes. GenifySoft designs native and OpenAPI plugins so AI agents can query databases, trigger workflows, and retrieve company knowledge safely.

Planners and RAG together

Combining planners with RAG (retrieval-augmented generation) lets agents break complex requests into steps while grounding answers in your documents. This is how we build support bots, internal copilots, and sales assistants for clients.

  1. Chunking and embedding strategy for your content
  2. Semantic Kernel memory and vector connectors
  3. Evaluation and guardrails before go-live

Contact GenifySoft for Semantic Kernel consulting, .NET AI development, and Azure OpenAI integration.

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Engineering notes on software development, AI, cloud, mobile, and modern product delivery from our Stockholm team.

GenifySoft is a complete digital solutions company based in Stockholm, Sweden. We design and build custom software, web and mobile products, AI-powered systems, and growth marketing for ambitious businesses.

Yes. While our headquarters is in Stockholm, we deliver projects for clients across Europe and globally using agile remote collaboration, clear documentation, and regular demos.

We work with modern stacks including React, Next.js, TypeScript, .NET, Node.js, Flutter, React Native, Azure, AWS, PostgreSQL, MySQL, and AI platforms such as OpenAI and Semantic Kernel - chosen to fit your product and team.

MVPs often land in 8–16 weeks depending on complexity. Larger platforms may run in phases. We define milestones upfront so you see working software early and can adjust scope with confidence.

Yes. We offer post-launch support, monitoring, feature iterations, performance improvements, and SLA-based care so your product stays secure and reliable as usage grows.

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We price based on scope - fixed-price for well-defined deliveries, or time-and-materials for evolving products. Use our price calculator for a rough estimate, then refine with a discovery call.

You get senior engineering and design focus without enterprise bureaucracy - direct communication, transparent delivery, and ownership of architecture decisions that scale with your business.

Custom software development means building applications tailored to your workflows, data, and users - instead of forcing your business into a one-size-fits-all product. GenifySoft designs, builds, and ships software that fits how you operate.

Choose custom software when off-the-shelf tools create workarounds, lack critical integrations, or become a competitive bottleneck. If your processes are unique or you need ownership of IP and roadmap, custom builds usually pay off.

Yes. We build responsive web apps, admin portals, customer dashboards, and secure REST/GraphQL APIs with authentication, role-based access, and cloud deployment.

We assess legacy platforms, plan phased migrations, and rebuild or wrap old systems with modern APIs so you reduce risk while improving UX, security, and maintainability.

We build generative AI features, conversational agents, LLM API integrations, RAG knowledge assistants, and NLP pipelines tailored to your data, compliance needs, and product UX.

Yes. We integrate OpenAI, Anthropic, Azure OpenAI, and similar providers with secure keys, rate limiting, prompt design, evaluation, and production monitoring.

Conversational AI powers chatbots and voice assistants that answer questions, qualify leads, or automate support. It is valuable when you have high support volume or want 24/7 guided self-service.

We offer SEO, pay-per-click advertising, social media marketing, and email marketing - either as standalone campaigns or as an integrated growth program aligned with your product roadmap.

We combine technical SEO, content strategy, on-page optimization, and authority building. For websites we build, SEO foundations (structure, metadata, performance, schema) are considered from day one.