Course Assignments
Graded Quiz: Advanced Retrievers for RAG :Advanced RAG with Vector Databases and Retrievers (BM RAG and Agentic AI Professional Certificate) Answers 2025
Question 1 Primary function of a LangChain retriever & how it differs from a vector store: ❌ Retriever = vector store for structured data✅ Retriever returns documents based on an unstructured query; vector store stores documents❌ Same function❌ Retriever stores documents Explanation:A vector store holds embeddings; a retriever queries the store and returns relevant documents.… <a href="https://codeshala.io/platform/coursera/course/advanced-rag-with-vector-databases-and-retrievers-bm-rag-and-agentic-ai-professional-certificate/assignment/graded-quiz-advanced-retrievers-for-rag-advanced-rag-with-vector-databases-and-retrievers-bm-rag-and-agentic-ai-professional-certificate-answers-2025/" rel="bookmark"><span class="screen-reader-text">Graded Quiz: Advanced Retrievers for RAG :Advanced RAG with Vector Databases and Retrievers (BM RAG and Agentic AI Professional Certificate) Answers 2025</span></a>
Graded Quiz: Build a Comprehensive RAG Application :Advanced RAG with Vector Databases and Retrievers (BM RAG and Agentic AI Professional Certificate) Answers 2025
Question 1 Primary purpose of FAISS vs Chroma DB: ✅ FAISS is optimized for efficient similarity search; Chroma DB is a vector database with metadata + LLM integration❌ Both used the same way❌ FAISS manages structured data❌ Both manage structured data Explanation:FAISS = similarity search engineChroma = full vector DB with metadata, persistence, and LLM… <a href="https://codeshala.io/platform/coursera/course/advanced-rag-with-vector-databases-and-retrievers-bm-rag-and-agentic-ai-professional-certificate/assignment/graded-quiz-build-a-comprehensive-rag-application-advanced-rag-with-vector-databases-and-retrievers-bm-rag-and-agentic-ai-professional-certificate-answers-2025/" rel="bookmark"><span class="screen-reader-text">Graded Quiz: Build a Comprehensive RAG Application :Advanced RAG with Vector Databases and Retrievers (BM RAG and Agentic AI Professional Certificate) Answers 2025</span></a>