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fix summarize research field bug #71

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merged 2 commits into from
May 23, 2024
Merged

fix summarize research field bug #71

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25ce30e
fix the paper template bug
lwaekfjlk May 23, 2024
3a4b84a
fix the paper template bug
lwaekfjlk May 23, 2024
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1 change: 0 additions & 1 deletion research_town/agents/agent_base.py
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Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,6 @@
from ..utils.author_collector import bfs
from ..utils.paper_collector import get_paper_list

ATOM_NAMESPACE = "{http://www.w3.org/2005/Atom}"

class BaseResearchAgent(object):
def __init__(self, name: str) -> None:
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19 changes: 16 additions & 3 deletions research_town/utils/agent_prompter.py
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Expand Up @@ -41,16 +41,29 @@ def summarize_research_field_prompting(
"Here is my profile: {profile}"
"Here are the keywords: {keywords}"
)
template_input = {"profile": profile, "keywords": keywords}
template_input = {
"profile": profile,
"keywords": "; ".join(keywords)
}
query = query_template.format_map(template_input)

corpus = [abstract for papers in papers.values()
for abstract in papers["abstract"]]

related_papers = get_related_papers(corpus, query, num=10)

template_input["papers"] = "; ".join(related_papers)
prompt = query_template.format_map(template_input)
template_input = {
"profile": profile,
"keywords": keywords,
"papers": "; ".join(related_papers)
}
prompt_template = (
"Given the profile of me, keywords, some recent paper titles and abstracts. Could you summarize the keywords of high level research backgrounds and trends in this field (related to my profile if possible)."
"Here is my profile: {profile}"
"Here are the keywords: {keywords}"
"Here are some recent paper titles and abstracts: {papers}"
)
prompt = prompt_template.format_map(template_input)

return openai_prompting(llm_model, prompt)

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