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Dropping irrelevant contexts #1113

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Merged
jamesbraza merged 3 commits into from
Sep 27, 2025
Merged

Dropping irrelevant contexts #1113

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e64d5aa
Removing irrelevant contexts, instead of filtering them out for 'Best…
jamesbraza Sep 26, 2025
d26682e
Moved 'Best evidence(s)' to bulleted list, to avoid implying an order
jamesbraza Sep 26, 2025
c6e2f39
Added 'for the current' to 'Best evidence(s)' to help agent understan…
jamesbraza Sep 26, 2025
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Added 'for the current' to 'Best evidence(s)' to help agent understan… 
…d they vary by question
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@jamesbraza
jamesbraza committed Sep 27, 2025
commit c6e2f3943e900fc4774841d5ef7497015f2303f0
6 changes: 5 additions & 1 deletion src/paperqa/agents/tools.py
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Expand Up @@ -271,7 +271,11 @@ async def gather_evidence(self, question: str, state: EnvironmentState) -> str:
]
)

best_evidence = f" Best evidence(s):\n\n{top_contexts}" if top_contexts else ""
best_evidence = (
f" Best evidence(s) for the current question:\n\n{top_contexts}"
if top_contexts
else ""
)

if f"{self.TOOL_FN_NAME}_completed" in self.settings.agent.callbacks:
await asyncio.gather(
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