Building Custom AI Agents with LLMs
Published April 2025
Large Language Models (LLMs) have unlocked new possibilities for automation, natural interaction, and decision-making across industries. At CloudCraft Labs, we build intelligent AI agents that harness the power of LLMs like GPT-4, Claude, and Mistral to deliver custom, context-aware experiences.
Understanding AI Agents
AI agents are systems that can perceive, reason, and act upon user inputs or data. These agents can perform customer support, process documents, summarize reports, analyze images, or make recommendations—all using natural language.
What We Build
- Conversational Agents: Integrated into customer service and support systems
- Analytical Agents: Summarize and interpret data with human-like insights
- Autonomous Workflows: Trigger external API actions based on conditions and logic
Technology Stack
We use the best of open-source and proprietary models including:
- OpenAI GPT-4
- Anthropic Claude
- Mistral and Mixtral
- LangChain, LlamaIndex, and Ollama
Use Cases
Our clients use custom AI agents to:
- Automate customer onboarding
- Process and verify compliance documents
- Provide 24/7 intelligent support
- Summarize CRM updates and forecast pipelines
Interested in building a tailored AI agent for your business? Contact us to get started.