Скачать или смотреть AI Cost Optimization Advisor – Lyzr AI Architect Challenge 2025 Submission - Part 1

🎯 Project Title: AI Cost Optimization Advisor – Lyzr AI Architect Challenge 2025 Submission
👨‍💻 Developer: Aashray Jain
🏁 Challenge: Lyzr AI Architect Challenge 2025 via HackerEarth
📍 Platform: Built using Lyzr Studio

🚀 What This Agent Does
The AI Cost Optimization Advisor intelligently analyzes enterprise tasks and recommends the most cost-effective large language models (LLMs) such as Claude, GPT, Gemini, Nova, or Mistral — while calculating ROI, token usage, and credit impact.

🔧 Features Highlighted in the Demo
✔️ Cost & ROI Estimation (USD + INR)
✔️ Model Comparison (Claude 3.5 Haiku, GPT-3.5 Turbo, etc.)
✔️ Structured JSON Output
✔️ Use Case Specific Recommendations
✔️ Groundedness (Token pricing, ROI formulas, best practices)
✔️ Hallucination Control (via Reflection & Facts)
✔️ Knowledge Base (25 websites indexed with chunking)
✔️ Real-world tasks like:
1. Healthcare chat triaging
2. HR resume filtering
3. Legal document summarization
4. Slack/email summarization
5. Marketing automation

📊 Sample Prompt in Demo
“We spend 40 hours/month on healthcare support chat analysis. Which LLM can help us reduce cost and maximize ROI? Show cost in USD and INR.”

🔗 Try It Yourself
Live Agent: https://studio.lyzr.ai/agent/68613f05...
💻 GitHub: https://github.com/aashrayjain/ai-cos...

📌 Tech Stack
Lyzr Studio • Claude 3.5 Haiku • GPT-3.5 Turbo • Amazon Bedrock • Gemini Flash • Mistral • JSON Schema • RAG • Prompt Engineering

📣 #Tags :
#GenAI #LLM #AIProjects #Claude #GPT4 #LyzrChallenge #PromptEngineering #AIOptimization #Hackathon #OpenAI #Anthropic #AmazonBedrock