
Build AI agents and automation systems using RAG, MCP and LLM
Delivery in
4 days
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What you get with this Offer
Most "AI agent & Automation" builds work great in a demo and fall apart the moment a real user sends something unexpected a malformed input, an API that's momentarily down, a prompt that returns the wrong shape of data.
I build these to survive that: structured outputs, proper error handling and retries, and orchestration logic that knows what to do when a step fails instead of just breaking the whole chain.
What's included:
Full agent build tailored to your use case
API integrations required for the agent to take real actions
Structured JSON outputs, error handling, and retry logic
30-minute walkthrough call to hand it off
1 round of revisions
This offer covers AI agent development, RAG pipelines for searching your own data, MCP-based tool integrations so your AI can take real actions through your APIs, and multi-step LLM orchestration for tasks that need reasoning across several steps. Built with proper error handling, retries, and structured JSON outputs, so it doesn't break the first time an API responds slowly or a prompt returns something unexpected.
I build these to survive that: structured outputs, proper error handling and retries, and orchestration logic that knows what to do when a step fails instead of just breaking the whole chain.
What's included:
Full agent build tailored to your use case
API integrations required for the agent to take real actions
Structured JSON outputs, error handling, and retry logic
30-minute walkthrough call to hand it off
1 round of revisions
This offer covers AI agent development, RAG pipelines for searching your own data, MCP-based tool integrations so your AI can take real actions through your APIs, and multi-step LLM orchestration for tasks that need reasoning across several steps. Built with proper error handling, retries, and structured JSON outputs, so it doesn't break the first time an API responds slowly or a prompt returns something unexpected.
What the Freelancer needs to start the work
What should the AI agent be able to do? (describe the task/use case)
What data or tools does it need to access? (docs, CRM, APIs, etc.)
Do you have API keys/accounts ready for the LLM provider and any tools it'll use?
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