I just finished a build focusing on LLM Orchestration: a sequential AI agent that builds a logica...I just finished a build focusing on LLM Orchestration: a sequential AI agent that builds a logica...
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Abu Yousuf Md Jumman's avatar
Abu Yousuf Md Jumman
• Jan 13
I just finished a build focusing on LLM Orchestration: a sequential AI agent that builds a logical "chain of thought" for travel itineraries.
Instead of one-shot prompting, the system follows a 3-stage modular pipeline:
Landmark Discovery: Identifies the top 3 city landmarks.
Route Optimization: Designs a 1-day walking tour connecting them.
Budget Analysis: Estimates costs in local currency based on user constraints.
The Tech Stack:
Orchestration: LangChain SequentialChain for complex data flow.
Inference: Llama 3.1 8B via Groq for near-instant execution.
Logic: Multi-variable state management across three distinct API calls.
It’s a powerful example of how modular AI pipelines transform a simple prompt into a structured, agentic workflow.
Check out the logic below! 👇
#GenerativeAI #LangChain #Groq #Python #AIEngineering #Llama3
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