Master 4.0 (#2210)

* stage academic conversation

* stage document conversation

* fix buggy gradio version

* file dynamic load

* merge more academic plugins

* accelerate nltk

* feat: 为predict函数添加文件和URL读取功能
- 添加URL检测和网页内容提取功能，支持自动提取网页文本
- 添加文件路径识别和文件内容读取功能，支持private_upload路径格式
- 集成WebTextExtractor处理网页内容提取
- 集成TextContentLoader处理本地文件读取
- 支持文件路径与问题组合的智能处理

* back

* block unstable

---------

Co-authored-by: XiaoBoAI <liuboyin2019@ia.ac.cn>

crazy_functions/review_fns/prompts/paper_prompts.py

@@ -0,0 +1,47 @@
+# 新建文件，添加论文识别提示
+PAPER_IDENTIFY_PROMPT = """Analyze the query to identify paper details.
+
+Query: {query}
+
+Task: Extract paper identification information from the query.
+Always generate English search terms regardless of the input language.
+
+IMPORTANT: Ignore any requirements about journal ranking (CAS, JCR, IF index), 
+or output format requirements. Focus only on identifying paper details.
+
+Possible paper identifiers:
+1. arXiv ID (e.g., 2103.14030, arXiv:2103.14030)
+2. DOI (e.g., 10.1234/xxx.xxx)
+3. Paper title (e.g., "Attention is All You Need")
+
+Examples:
+
+1. Query with arXiv ID:
+Query: "Analyze paper 2103.14030"
+<paper_info>
+<paper_source>arxiv</paper_source>
+<paper_id>2103.14030</paper_id>
+<paper_title></paper_title>
+</paper_info>
+
+2. Query with DOI:
+Query: "Review the paper with DOI 10.1234/xxx.xxx"
+<paper_info>
+<paper_source>doi</paper_source>
+<paper_id>10.1234/xxx.xxx</paper_id>
+<paper_title></paper_title>
+</paper_info>
+
+3. Query with paper title:
+Query: "Analyze 'Attention is All You Need' paper"
+<paper_info>
+<paper_source>title</paper_source>
+<paper_id></paper_id>
+<paper_title>Attention is All You Need</paper_title>
+</paper_info>
+
+Please analyze the query and respond ONLY with XML tags containing paper information."""
+
+PAPER_IDENTIFY_SYSTEM_PROMPT = """You are an expert at identifying academic paper references.
+Your task is to extract paper identification information from queries.
+Look for arXiv IDs, DOIs, and paper titles."""