AI RAG Frameworks: LlamaIndex, Haystack, and Building Your Own

End-of-lesson check

15 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-tools-AI-and-rag-frameworks-creators

1. What does the lesson identify as a key risk when selecting RAG frameworks like LlamaIndex or Haystack?

   1. The frameworks cannot handle non-English text
   2. The frameworks require constant internet connectivity to function
   3. The frameworks automatically delete data after 90 days
   4. Lock-in risks make it difficult to switch solutions later

2. Which of the following is listed as a task that AI can assist with in RAG framework procurement?

   1. Deciding which framework your company will use without human input
   2. Determining which framework fits your specific team best
   3. Replacing the need for integration work entirely
   4. Generating side-by-side feature comparisons

3. What does the lesson identify as something AI cannot do when selecting a RAG framework?

   1. Tell you which platform fits your team without real evaluation
   2. Analyze technical documentation for feature differences
   3. Process financial data to calculate total costs
   4. Generate comparison tables between different tools

4. What timeframe is specified for evaluating total cost when comparing RAG solutions?

   1. 12 months
   2. 6 months
   3. 36 months
   4. 3 months

5. Which two specific RAG frameworks are named as contenders in the lesson's comparison?

   1. VectorDB and Chroma
   2. LlamaIndex and Haystack
   3. LangChain and AutoGPT
   4. HuggingFace and Pinecone

6. The lesson describes choosing between RAG frameworks as what type of decision?

   1. A social media strategy decision
   2. A procurement and architecture decision
   3. A marketing decision
   4. A graphics design decision

7. What does the lesson suggest is required to determine which RAG framework fits your team?

   1. A social media poll
   2. A magic eight ball
   3. A real evaluation of your team's needs
   4. A coin flip

8. Why might an organization choose to 'roll their own' RAG solution instead of using LlamaIndex or Haystack?

   1. Because the government requires it
   2. Because pre-built frameworks are always free
   3. Because they want maximum control and customization despite higher effort
   4. Because pre-built frameworks don't actually work

9. What specific document does the lesson mention AI can help draft for RAG procurement?

   1. A recipe for chocolate cake
   2. An RFP (Request for Proposal)
   3. A vacation itinerary
   4. A love letter

10. The lesson emphasizes that switching costs between RAG frameworks are what?

    1. Lower than expected
    2. Always exactly $100
    3. Non-existent
    4. Higher than they appear

11. What two categories does the lesson compare when discussing RAG solutions?

    1. Hiring developers vs. hiring marketers
    2. Creating images vs. creating text
    3. Buying pre-built frameworks vs. building your own solution
    4. Using cloud services vs. on-premises hardware

12. What must an organization do beyond using AI comparisons to properly select a RAG framework?

    1. Ignore team capabilities
    2. Pick the cheapest option without research
    3. Flip a coin
    4. Conduct integration work and total-cost modeling

13. What key terms from the lesson relate to understanding RAG framework evaluation?

    1. Video streaming, social media, mobile apps, web browsers
    2. Stocks, bonds, mutual funds, savings accounts
    3. RAG frameworks, LlamaIndex, Haystack, build vs buy
    4. Pizza, pasta, salads, desserts

14. What workload-related document does the lesson mention should be reflected in RAG procurement RFPs?

    1. Marketing campaign timelines
    2. Employee vacation schedules
    3. Actual workload requirements
    4. Office floor plans

15. What risk does the lesson highlight about RAG framework lock-in?

    1. You might be forced to use the framework forever without alternatives
    2. Switching to another solution could be very costly and difficult
    3. Your data might become readable by competitors
    4. The framework might be acquired by your competitor