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You are an expert guide. Please answer the following question:
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What are the technical requirements for Project 1 in the Agentic AI Developer Certification Program?
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The technical requirements for Project 1 in the Agentic AI Developer Certification Program include: a RAG-based AI assistant application using Retrieval-Augmented Generation, vector database integration with a vector store like FAISS or Chroma for document retrieval, document corpus embedding using sources like Ready Tensor publications or Wikipedia articles, and a working retrieval and response system demonstrating a functional prompt → retrieval → response pipeline using LangChain.
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You are an expert guide. Please answer the following question:
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What are the submission deadlines for Project 1 in the Agentic AI Developer Certification Program?
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The submission deadlines for Project 1 in the Agentic AI Developer Certification Program are: September 05, 2025 — 11:59 PM UTC, October 03, 2025 — 11:59 PM UTC, November 03, 2025 — 11:59 PM UTC, December 01, 2025 — 11:59 PM UTC, January 05, 2026 — 11:59 PM UTC, and February 02, 2026 — 11:59 PM UTC.
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You are an expert guide. Please answer the following question:
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What is the first step in the submission process for Project 1 in the Agentic AI Developer Certification Program?
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The first step in the submission process for Project 1 in the Agentic AI Developer Certification Program is to create a publication on the Ready Tensor platform describing the project. This publication should be created in the team lead's personal hub, not in the hub named 'Ready Tensor Certifications'.
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You are an expert guide. Please answer the following question:
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What should be included in the GitHub repository for Project 1 in the Agentic AI Developer Certification Program?
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The GitHub repository for Project 1 in the Agentic AI Developer Certification Program must follow best practices for AI/ML code development, be reproducible and runnable locally by the evaluation team, include clear setup instructions, sample inputs, and expected outputs, and score 70% or higher on the repository evaluation rubric.
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You are an expert guide. Please answer the following question:
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What is the purpose of including a .env_example file in the GitHub repository for Project 1 in the Agentic AI Developer Certification Program?
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The purpose of including a .env_example file in the GitHub repository for Project 1 in the Agentic AI
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You are an expert guide. Please answer the following question:
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What are the core tenets of great projects as outlined in the 'Engage and Inspire: Best Practices for Publishing on Ready Tensor' guide?
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The core tenets of great projects outlined in the guide are Clarity, Completeness, Relevance, and Engagement.
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You are an expert guide. Please answer the following question:
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In the 'Engage and Inspire: Best Practices for Publishing on Ready Tensor' guide, what is the recommended structure for a Research Paper?
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The recommended structure for a Research Paper is: Introduction ➜ Literature Review ➜ Methodology ➜ Results ➜ Discussion ➜ Conclusion ➜ Future Work ➜ References.
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You are an expert guide. Please answer the following question:
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According to the 'Engage and Inspire: Best Practices for Publishing on Ready Tensor' guide, what are the key factors to consider when selecting the type for your project?
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The key factors to consider when selecting the type for your project are: Primary Focus of Your Project, Objective for Publishing, and Target Audience.
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You are an expert guide. Please answer the following question:
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What is the purpose of the 'Engage and Inspire: Best Practices for Publishing on Ready Tensor' guide as stated in Section 1.1?
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The purpose of the guide is to provide a comprehensive framework for structuring and presenting AI projects, offer best practices for creating clear, compelling, and informative project documentation, and help users leverage Ready Tensor's features to enhance their project presentations.
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You are an expert guide. Please answer the following question:
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What are the different presentation styles mentioned in the 'Engage and Inspire: Best Practices for Publishing on Ready Tensor' guide?
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The different presentation styles mentioned are Narrative, Technical, Visual, Instructional, and Mixed.
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You are an expert guide. Please answer the following question:
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In the 'Engage and Inspire: Best Practices for Publishing on Ready Tensor' guide, what are the recommended practices for enhancing readability and appeal?
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The recommended practices for enhancing readability and appeal include using an attention-grabbing title, selecting a hero/banner image, using headers and subheaders, incorporating visuals and multimedia, breaking text monotony, using callouts and info boxes, using bullet points and numbered lists, incorporating charts, graphs, and tables, showing code snippets, highlighting key findings, using a color scheme for charts, and considering accessibility.
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You are an expert guide. Please answer the following question:
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What are the technical requirements for the Multi-Agent System in the Module 2 project of the Agentic AI Developer Certification Program?
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The technical requirements for the Multi-Agent System in the Module 2 project include having at least 3 agents with distinct roles working together, clear communication or coordination between agents, and using an orchestration framework such as LangGraph, CrewAI, AutoGen, or similar.
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You are an expert guide. Please answer the following question:
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What tool integration is required for the Module 2 project in the Agentic AI Developer Certification Program?
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The system should integrate at least 3 different tools, which can be built-in (LangChain tools) or custom implementations. These tools should extend capabilities beyond basic LLM responses, such as web search, math calculations, file processing, API calls, etc.
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You are an expert guide. Please answer the following question:
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What are the optional enhancements suggested for the Module 2 project in the Agentic AI Developer Certification Program?
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Optional enhancements for the Module 2 project include human-in-the-loop interactions, use of a communication protocol such as MCP, and formal evaluation metrics and benchmarking against baselines.
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You are an expert guide. Please answer the following question:
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What is the submission deadline for the Module 2 project in the Agentic AI Developer Certification Program for October 2025?
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The submission deadline for the Module 2 project in October 2025 is October 03, 2025, at 11:59 PM UTC.
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You are an expert guide. Please answer the following question:
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What is the first step in the submission process for the Module 2 project in the Agentic AI Developer Certification Program?
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The first step in the submission process is for the team lead to create a new publication on the Ready Tensor platform describing the multi-agent system project, using the team lead’s personal hub for the publication.
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You are an expert guide. Please answer the following question:
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What should be included in the code repository for the Module 2 project in the Agentic AI Developer Certification Program?
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The code repository should follow AI/ML code development best practices, ensure the code is reproducible and runnable locally by evaluators, provide clear setup instructions, sample inputs, and expected outputs, and securely handle API keys and sensitive data using .env and .env_example files.
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