Fundamentals of Building AI Agents (BM RAG and Agentic AI Professional Certificate)

Course Assignments

Graded Quiz: Foundations of Tool Calling and Chaining :Fundamentals of Building AI Agents (BM RAG and Agentic AI Professional Certificate) Aanswers 2025

Question 1 Primary role of LangChain in AI agent development: ❌ Standalone AI model✅ Provide a platform for creating flexible, composable chains❌ Replace all frameworks❌ Serve as a database Explanation:LangChain helps you build pipelines (chains) and agents using LLMs + tools. Question 2 Purpose of the pipe operator in LangChain: ❌ Replace prompts❌ Compress data✅… <a href="https://codeshala.io/platform/coursera/course/fundamentals-of-building-ai-agents-bm-rag-and-agentic-ai-professional-certificate/assignment/graded-quiz-foundations-of-tool-calling-and-chaining-fundamentals-of-building-ai-agents-bm-rag-and-agentic-ai-professional-certificate-aanswers-2025/" rel="bookmark">Graded Quiz: Foundations of Tool Calling and Chaining :Fundamentals of Building AI Agents (BM RAG and Agentic AI Professional Certificate) Aanswers 2025</a>

Graded Quiz: Manual Tool Calling in LangChain :Fundamentals of Building AI Agents (BM RAG and Agentic AI Professional Certificate) Aanswers 2025

Question 1 Role of RunnableParallel in LCEL: ❌ Converts functions automatically❌ Ensures sequential execution✅ Runs multiple components concurrently using the same input❌ Template for prompt engineering Explanation:RunnableParallel sends the same input to multiple runnables at once and collects results in parallel. Question 2 Why manually parse tool parameters? ❌ Bypass LLM suggestions❌ Automate decision-making❌ Remove… <a href="https://codeshala.io/platform/coursera/course/fundamentals-of-building-ai-agents-bm-rag-and-agentic-ai-professional-certificate/assignment/graded-quiz-manual-tool-calling-in-langchain-fundamentals-of-building-ai-agents-bm-rag-and-agentic-ai-professional-certificate-aanswers-2025/" rel="bookmark">Graded Quiz: Manual Tool Calling in LangChain :Fundamentals of Building AI Agents (BM RAG and Agentic AI Professional Certificate) Aanswers 2025</a>

Graded Quiz: Using Built-in Agents in LangChain :Fundamentals of Building AI Agents (BM RAG and Agentic AI Professional Certificate) Aanswers 2025

Question 1 When is the LangChain Pandas agent most suitable? ❌ Data storage and retrieval❌ Production environments without safeguards❌ Replacing full pipelines✅ Rapid prototyping and data exploration Explanation:The Pandas agent is ideal for quick experiments and exploratory analysis—not production use. Question 2 Key capability of AI-powered SQL agents: ✅ They can read and understand database… <a href="https://codeshala.io/platform/coursera/course/fundamentals-of-building-ai-agents-bm-rag-and-agentic-ai-professional-certificate/assignment/graded-quiz-using-built-in-agents-in-langchain-fundamentals-of-building-ai-agents-bm-rag-and-agentic-ai-professional-certificate-aanswers-2025/" rel="bookmark">Graded Quiz: Using Built-in Agents in LangChain :Fundamentals of Building AI Agents (BM RAG and Agentic AI Professional Certificate) Aanswers 2025</a>