AI Integration Services

We help engineering teams integrate LLMs, agents, and automation into their applications.

LLM Application Development

Build applications powered by OpenAI, Anthropic, or open-source models.

What We Deliver

  • ✓API integration (GPT-4, Claude, Llama)
  • ✓Prompt engineering and optimization
  • ✓Context window management
  • ✓Streaming responses and rate limiting
  • ✓Cost tracking and monitoring

Details

Integrate LLMs into web apps, mobile apps, or backend services. We handle model selection, prompt design, error handling, and production deployment.

AI Agent Development

Build autonomous agents that use tools and complete multi-step tasks.

What We Deliver

  • ✓Function calling and tool use
  • ✓Planning and task decomposition
  • ✓Error recovery and retries
  • ✓Human-in-the-loop workflows
  • ✓Agent monitoring and logging

Details

We build agents using frameworks like LangChain, LlamaIndex, or custom implementations. Agents can search databases, call APIs, process files, and more.

RAG & Embeddings Systems

Retrieval-augmented generation for document analysis and Q&A.

What We Deliver

  • ✓Vector database setup (Pinecone, Weaviate, Postgres pgvector)
  • ✓Document chunking and preprocessing
  • ✓Semantic search and relevance tuning
  • ✓Metadata filtering and hybrid search
  • ✓Evaluation and accuracy measurement

Details

We implement RAG systems for knowledge bases, documentation, research papers, and internal documents. Handle PDF, Word, HTML, and structured data.

Workflow Automation

Automate business processes with AI-powered systems.

What We Deliver

  • ✓Email processing and routing
  • ✓Data extraction from documents
  • ✓Content generation and summarization
  • ✓Integration with existing tools (Slack, CRM, ERP)
  • ✓Scheduled jobs and event-driven triggers

Details

Automate repetitive tasks that require natural language understanding. We integrate with your existing systems and provide monitoring dashboards.

Technologies We Work With

We're platform-agnostic and work with the tools that best fit your needs.

LLM Providers

  • • OpenAI (GPT-4, GPT-3.5)
  • • Anthropic (Claude)
  • • Open-source (Llama, Mistral)
  • • Self-hosted models

Vector Databases

  • • Pinecone
  • • Weaviate
  • • Postgres pgvector
  • • Chroma, Qdrant

Frameworks

  • • LangChain
  • • LlamaIndex
  • • Custom implementations
  • • Vercel AI SDK

Let's discuss your project

Schedule a call to review your use case and technical requirements.

Schedule a Call