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The
accumulate response mode in LlamaIndex applies a query to each text chunk and accumulates the responses into an array. It then returns a concatenated string of all responses. This is useful when you need to run the same query separately against each text chunk. However, it does not inherently provide a summary of all the responses.
To get a summary of all the responses, you might need to use a summarization tool or technique on the accumulated responses. Unfortunately, the provided extracts do not provide information on how to do this directly within LlamaIndex.
Here is how you can use the
accumulate response mode:
from llama_index.response_synthesizers import Accumulate
from llama_index import ServiceContext
# Initialize the service context and the Accumulate response synthesizer
service_context = ServiceContext.from_defaults(llm=llm)
summarizer = Accumulate(service_context=service_context)
# Get the response
response = summarizer.get_response("your_query", text_chunks)In this code, replace
"your_query" with your actual query and
text_chunks with your actual text chunks.
For more details, you can refer to the
LlamaIndex documentation ().
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