How can you combine a SequentialChain with a memory component to keep track of conversation context?

hard📝 Conceptual Q9 of 15

LangChain - Chains and LCEL

ASequentialChain does not support memory integration

BUse memory only outside the SequentialChain, not inside

CPass a memory object to each chain and ensure output keys update memory

DReplace SequentialChain with a single chain to use memory

Step-by-Step Solution

Solution:

Step 1: Understand memory usage in chains
Memory stores conversation context and can be passed to chains to update and access context.
Step 2: Integrate memory with SequentialChain
Passing memory to each chain and updating output keys allows context tracking across the sequence.
Final Answer:
Pass a memory object to each chain and ensure output keys update memory -> Option C
Quick Check:
Memory integration requires passing memory to chains [OK]

Quick Trick: Give each chain memory to track context in sequence [OK]

Common Mistakes:

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