佛山网站建设网站,建设银行网站的目的,wordpress首页打开速度慢,集团网站设计方案5分钟开发一个AI论文抓取和ChatGPT提炼应用
第一步 点击“即刻开始” -选择模板 python -修改标题 “AIPaper”#xff0c;项目标识“AIPaper”#xff0c;点击“创建项目”
第二步 在编程区域右侧AI区域#xff0c;输入框输入以下内容#xff1a;
请根据下面的内容项目标识“AIPaper”点击“创建项目”
第二步 在编程区域右侧AI区域输入框输入以下内容
请根据下面的内容用streamlit写一个抓取和显示https://arxiv.org/list/cs.AI/recent 最新ai论文的标题、摘要和pdf url的应用arXiv is a project by the Cornell University Library that provides open access to 1,000,000 articles in Physics, Mathematics, Computer Science, Quantitative Biology, Quantitative Finance, and Statistics.Usage
Installation
$ pip install arxiv
In your Python script, include the lineimport arxiv
Search
A Search specifies a search of arXivs database.arxiv.Search(query: str ,id_list: List[str] [],max_results: float float(inf),sort_by: SortCriterion SortCriterion.Relevance,sort_order: SortOrder SortOrder.Descending
)
query: an arXiv query string. Advanced query formats are documented in the arXiv API User Manual.
id_list: list of arXiv record IDs (typically of the format 0710.5765v1). See the arXiv API Users Manual for documentation of the interaction between query and id_list.
max_results: The maximum number of results to be returned in an execution of this search. To fetch every result available, set max_resultsfloat(inf) (default); to fetch up to 10 results, set max_results10. The APIs limit is 300,000 results.
sort_by: The sort criterion for results: relevance, lastUpdatedDate, or submittedDate.
sort_order: The sort order for results: descending or ascending.
To fetch arXiv records matching a Search, use search.results() or (Client).results(search) to get a generator yielding Results.Example: fetching results
Print the titles fo the 10 most recent articles related to the keyword quantum:import arxivsearch arxiv.Search(query quantum,max_results 10,sort_by arxiv.SortCriterion.SubmittedDate
)for result in search.results():print(result.title)
Fetch and print the title of the paper with ID 1605.08386v1:import arxivsearch arxiv.Search(id_list[1605.08386v1])
paper next(search.results())
print(paper.title)
Result
The Result objects yielded by (Search).results() include metadata about each paper and some helper functions for downloading their content.The meaning of the underlying raw data is documented in the arXiv API User Manual: Details of Atom Results Returned.result.entry_id: A url http://arxiv.org/abs/{id}.
result.updated: When the result was last updated.
result.published: When the result was originally published.
result.title: The title of the result.
result.authors: The results authors, as arxiv.Authors.
result.summary: The result abstract.
result.comment: The authors comment if present.
result.journal_ref: A journal reference if present.
result.doi: A URL for the resolved DOI to an external resource if present.
result.primary_category: The results primary arXiv category. See arXiv: Category Taxonomy.
result.categories: All of the results categories. See arXiv: Category Taxonomy.
result.links: Up to three URLs associated with this result, as arxiv.Links.
result.pdf_url: A URL for the results PDF if present. Note: this URL also appears among result.links.
They also expose helper methods for downloading papers: (Result).download_pdf() and (Result).download_source().第三步 打开左侧main.py文件将AI区生成的代码插入到文件中。
第四步 打开左侧文件”requirements.txt“输入下面的两行用来加载安装arxiv的api和inscode的chatgpt api包:
arxiv
inscode_api打开.inscode文件将第一行修改为
run pip install -r requirements.txt;streamlit run main.py第五步 打开main.py文件在第三行添加
from inscode_api.send_question import send_question 用来加载inscode的chatgpt api
倒数第二行添加
st.write(send_question(你是一名专业IT记者把下面的论文内容变成50字的中文快讯:,result.summary))说明send_question是调用chatgpt的函数第一个参数是prompt第二个参数是传递的内容。 最终代码如下
import streamlit as st
import arxiv
from inscode_api.send_question import send_question# 设置标题和页面描述
st.title(最新AI论文列表)
st.write(这个应用程序使用arxiv API抓取最新的AI论文列表并显示它们的标题、摘要和PDF链接。)# 设置查询参数
search arxiv.Search(querycat:cs.AI, max_results10, sort_byarxiv.SortCriterion.SubmittedDate
)# 循环遍历结果并显示标题、摘要和PDF链接
for result in search.results():st.write(##, result.title)st.write(result.summary)st.write(send_question(你是一名专业IT记者,把下面的论文内容变成50字的中文快讯:,result.summary)) st.write(PDF链接:, result.pdf_url)
第六步 点击顶部工具栏的绿色“run”按钮。运行成功后右侧会显示一个网页内容是最新的AI论文内容以及中文的快讯摘要。然后你可以发布到社区或者进行部署
