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Implement raptor indexing engine (collapsed tree) #924
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@MarouaneMaatouk can you run |
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| summary.append(self.llm.chat(messages).message.content) |
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Ideally we could use a TreeSummarize module here to recursively summarize -- maybe I'll try to add this
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| def run(self, *args: Any, **kwargs: Any) -> Any: | ||
| """Run the pipeline.""" | ||
| return self.indexing_engine.insert_abstractions(*args, **kwargs) |
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Did I miss where querying is implemented? Or is that not done yet?
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Not yet, I'll complete this PR sometime this week 👍
MarouaneMaatouk
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hey @MarouaneMaatouk - quick bump on this. once it's ready we'll help you port it over to |
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Description [WIP]
Implement RAPTOR: Recursive Abstractive Processing For Tree-Organized Retrieval
paper: https://arxiv.org/pdf/2401.18059.pdf
Fixes # (issue)
Type of Change
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How Has This Been Tested?
Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration
Suggested Checklist:
make format; make lintto appease the lint gods