diff --git a/loader/__init__.py b/loader/__init__.py
index e9a7aea..41f1d61 100644
--- a/loader/__init__.py
+++ b/loader/__init__.py
@@ -1,2 +1,14 @@
 from .image_loader import UnstructuredPaddleImageLoader
 from .pdf_loader import UnstructuredPaddlePDFLoader
+from .dialogue import (
+    Person,
+    Dialogue,
+    Turn,
+    DialogueLoader
+)
+
+__all__ = [
+    "UnstructuredPaddleImageLoader",
+    "UnstructuredPaddlePDFLoader",
+    "DialogueLoader",
+]
diff --git a/loader/dialogue.py b/loader/dialogue.py
new file mode 100644
index 0000000..ee6681e
--- /dev/null
+++ b/loader/dialogue.py
@@ -0,0 +1,131 @@
+import json
+from abc import ABC
+from typing import List
+from langchain.docstore.document import Document
+from langchain.document_loaders.base import BaseLoader
+
+
+class Person:
+    def __init__(self, name, age):
+        self.name = name
+        self.age = age
+
+
+class Dialogue:
+    """
+    Build an abstract dialogue model using classes and methods to represent different dialogue elements.
+    This class serves as a fundamental framework for constructing dialogue models.
+    """
+
+    def __init__(self, file_path: str):
+        self.file_path = file_path
+        self.turns = []
+
+    def add_turn(self, turn):
+        """
+        Create an instance of a conversation participant
+        :param turn:
+        :return:
+        """
+        self.turns.append(turn)
+
+    def parse_dialogue(self):
+        """
+        The parse_dialogue function reads the specified dialogue file and parses each dialogue turn line by line.
+        For each turn, the function extracts the name of the speaker and the message content from the text,
+        creating a Turn instance. If the speaker is not already present in the participants dictionary,
+        a new Person instance is created. Finally, the parsed Turn instance is added to the Dialogue object.
+
+        Please note that this sample code assumes that each line in the file follows a specific format:
+        <speaker>:\r\n<message>\r\n\r\n. If your file has a different format or includes other metadata,
+         you may need to adjust the parsing logic accordingly.
+        """
+        participants = {}
+        speaker_name = None
+        message = None
+
+        with open(self.file_path, encoding='utf-8') as file:
+            lines = file.readlines()
+            for i, line in enumerate(lines):
+                line = line.strip()
+                if not line:
+                    continue
+
+                if speaker_name is None:
+                    speaker_name, _ = line.split(':', 1)
+                elif message is None:
+                    message = line
+                    if speaker_name not in participants:
+                        participants[speaker_name] = Person(speaker_name, None)
+
+                    speaker = participants[speaker_name]
+                    turn = Turn(speaker, message)
+                    self.add_turn(turn)
+
+                    # Reset speaker_name and message for the next turn
+                    speaker_name = None
+                    message = None
+
+    def display(self):
+        for turn in self.turns:
+            print(f"{turn.speaker.name}: {turn.message}")
+
+    def export_to_file(self, file_path):
+        with open(file_path, 'w', encoding='utf-8') as file:
+            for turn in self.turns:
+                file.write(f"{turn.speaker.name}: {turn.message}\n")
+
+    def to_dict(self):
+        dialogue_dict = {"turns": []}
+        for turn in self.turns:
+            turn_dict = {
+                "speaker": turn.speaker.name,
+                "message": turn.message
+            }
+            dialogue_dict["turns"].append(turn_dict)
+        return dialogue_dict
+
+    def to_json(self):
+        dialogue_dict = self.to_dict()
+        return json.dumps(dialogue_dict, ensure_ascii=False, indent=2)
+
+    def participants_to_export(self):
+        """
+        participants_to_export
+        :return:
+        """
+        participants = set()
+        for turn in self.turns:
+            participants.add(turn.speaker.name)
+        return ', '.join(participants)
+
+
+class Turn:
+    def __init__(self, speaker, message):
+        self.speaker = speaker
+        self.message = message
+
+
+class DialogueLoader(BaseLoader, ABC):
+    """Load dialogue."""
+
+    def __init__(self, file_path: str):
+        """Initialize with dialogue."""
+        self.file_path = file_path
+        dialogue = Dialogue(file_path=file_path)
+        dialogue.parse_dialogue()
+        self.dialogue = dialogue
+
+    def load(self) -> List[Document]:
+        """Load from dialogue."""
+        documents = []
+        participants = self.dialogue.participants_to_export()
+
+        for turn in self.dialogue.turns:
+            metadata = {"source": f"Dialogue File：{self.dialogue.file_path},"
+                                  f"speaker：{turn.speaker.name}，"
+                                  f"participant：{participants}"}
+            turn_document = Document(page_content=turn.message, metadata=metadata.copy())
+            documents.append(turn_document)
+
+        return documents