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/conversation_doc/endnote_doc.py

@@ -0,0 +1,68 @@
+from typing import List
+from crazy_functions.review_fns.data_sources.base_source import PaperMetadata
+
+class EndNoteFormatter:
+    """EndNote参考文献格式生成器"""
+
+    def __init__(self):
+        pass
+
+    def create_document(self, papers: List[PaperMetadata]) -> str:
+        """生成EndNote格式的参考文献文本
+
+        Args:
+            papers: 论文列表
+
+        Returns:
+            str: EndNote格式的参考文献文本
+        """
+        endnote_text = ""
+
+        for paper in papers:
+            # 开始一个新条目
+            endnote_text += "%0 Journal Article\n"  # 默认类型为期刊文章
+
+            # 根据venue_type调整条目类型
+            if hasattr(paper, 'venue_type') and paper.venue_type:
+                if paper.venue_type.lower() == 'conference':
+                    endnote_text = endnote_text.replace("Journal Article", "Conference Paper")
+                elif paper.venue_type.lower() == 'preprint':
+                    endnote_text = endnote_text.replace("Journal Article", "Electronic Article")
+
+            # 添加标题
+            endnote_text += f"%T {paper.title}\n"
+
+            # 添加作者
+            for author in paper.authors:
+                endnote_text += f"%A {author}\n"
+
+            # 添加年份
+            if paper.year:
+                endnote_text += f"%D {paper.year}\n"
+
+            # 添加期刊/会议名称
+            if hasattr(paper, 'venue_name') and paper.venue_name:
+                endnote_text += f"%J {paper.venue_name}\n"
+            elif paper.venue:
+                endnote_text += f"%J {paper.venue}\n"
+
+            # 添加DOI
+            if paper.doi:
+                endnote_text += f"%R {paper.doi}\n"
+                endnote_text += f"%U https://doi.org/{paper.doi}\n"
+            elif paper.url:
+                endnote_text += f"%U {paper.url}\n"
+
+            # 添加摘要
+            if paper.abstract:
+                endnote_text += f"%X {paper.abstract}\n"
+
+            # 添加机构
+            if hasattr(paper, 'institutions'):
+                for institution in paper.institutions:
+                    endnote_text += f"%I {institution}\n"
+
+            # 条目之间添加空行
+            endnote_text += "\n"
+
+        return endnote_text