AI INTEGRATION & DEPLOYMENT

OPENAI INTEGRATION

Ready to integrate OpenAI's latest models into your application? From conversational interfaces to content generation, we help you integrate OpenAI's powerful language models into your systems in weeks, not months.

Integrating OpenAI's APIs requires expertise in prompt engineering, context management, and rate limiting. The challenge comes when implementing production-ready features like streaming responses, function calling, and cost optimization. We navigate these complexities to deliver reliable, scalable integration.

OpenAI integration capabilities include:

  • Latest GPT model API integration
  • Assistants API & function calling
  • Embeddings & vector search
  • Fine-tuning custom models
  • Streaming & real-time responses
  • Cost optimization strategies
Device

ANTHROPIC CLAUDE INTEGRATION

Anthropic's Claude is renowned for being safer, more accurate, and better at following complex instructions. Claude offers exceptional performance for reasoning-heavy tasks with extended context capabilities.

We specialize in integrating Claude's latest models into applications requiring high accuracy, extended context, and sophisticated reasoning. Claude excels at tasks requiring nuanced understanding and is particularly strong at analysis, coding assistance, and content generation.

Claude integration capabilities:

  • Latest Claude API integration
  • Extended context windows
  • Vision & document analysis
  • Function calling & tool use
  • Streaming responses
  • Safety & content filtering
Device

GOOGLE GEMINI INTEGRATION

Google's Gemini offers multimodal capabilities and seamless integration with Google Cloud, with exceptional performance across text, code, images, and more.

We integrate Gemini's latest models into applications requiring multimodal capabilities and Google ecosystem integration. Gemini's native multimodal architecture makes it ideal for applications processing diverse data types and requiring tight Google Cloud integration.

Gemini integration capabilities:

  • Latest Gemini API integration
  • Multimodal processing (text, image, video)
  • Google Cloud integration
  • Function calling
  • Code generation & understanding
  • Enterprise security & compliance
Device

VECTOR DATABASE SETUP

Vector databases are the backbone of modern AI applications. They enable semantic search, RAG systems, and AI memory by storing and retrieving embeddings efficiently. Choosing and configuring the right vector database is critical for AI performance and scalability.

At znerg we implement vector databases daily for RAG systems and semantic search. We have extensive experience with Pinecone, Weaviate, Qdrant, ChromaDB, and pgvector. We translate your AI requirements into optimized vector database architectures that maximize performance and minimize costs.

Our vector database services include:

  • Database selection & architecture design
  • Installation & configuration (cloud/self-hosted)
  • Embedding generation pipeline setup
  • Index optimization
  • Similarity search implementation
  • Hybrid search (vector + keyword)
  • Performance tuning & monitoring
  • Backup & disaster recovery
Device

AI MODEL DEPLOYMENT

Deploying AI models to production requires expertise beyond development. You need scalable infrastructure, monitoring, and cost optimization to ensure your AI systems deliver value reliably and efficiently.

We deploy and manage AI models in production environments, handling everything from infrastructure setup to monitoring and optimization. Whether deploying open-source models like Llama 3.1 or Mistral, or integrating commercial APIs, we ensure reliable, scalable AI deployments.

Our AI deployment services include:

  • Cloud infrastructure setup (AWS, Azure, GCP)
  • GPU configuration & optimization
  • Model serving (vLLM, TGI, Ollama)
  • Load balancing & auto-scaling
  • API gateway implementation
  • Monitoring & observability
  • Cost tracking & optimization
  • A/B testing infrastructure
Device

LEGACY SYSTEM AI ENHANCEMENT

You don't need to rebuild everything to add AI capabilities. We help you enhance existing applications with AI features, integrating intelligent automation, semantic search, and AI assistants into your current systems without major rewrites.

We specialize in adding AI capabilities to legacy applications, whether built on Laravel, .NET, Java, or custom platforms. Our integration approach minimizes disruption while maximizing AI value, adding intelligent features that transform user experience and operational efficiency.

Legacy AI enhancement services:

  • AI capability assessment
  • Non-invasive integration strategy
  • API layer for AI services
  • Incremental feature rollout
  • User feedback integration
  • Performance monitoring

Transform your existing applications with AI without the risk and cost of complete rewrites.

Device