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Add .pick and .assign methods to Runnable (#15229)
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@@ -35,13 +35,13 @@ def create_history_aware_retriever(
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# pip install -U langchain langchain-community
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from langchain_community.chat_models import ChatOpenAI
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from langchain.chains import create_chat_history_retriever
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from langchain.chains import create_history_aware_retriever
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from langchain import hub
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rephrase_prompt = hub.pull("langchain-ai/chat-langchain-rephrase")
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llm = ChatOpenAI()
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retriever = ...
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chat_retriever_chain = create_chat_retriever_chain(
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chat_retriever_chain = create_history_aware_retriever(
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llm, retriever, rephrase_prompt
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)
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@@ -64,8 +64,7 @@ def create_retrieval_chain(
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RunnablePassthrough.assign(
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context=retrieval_docs.with_config(run_name="retrieve_documents"),
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chat_history=lambda x: x.get("chat_history", []),
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)
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| RunnablePassthrough.assign(answer=combine_docs_chain)
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).assign(answer=combine_docs_chain)
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).with_config(run_name="retrieval_chain")
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return retrieval_chain
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