feat: 保留原来的修复逻辑

src/chat/knowledge/src/ie_process.py

@@ -6,7 +6,7 @@ from .global_logger import logger
 from . import prompt_template
 from .lpmmconfig import global_config, INVALID_ENTITY
 from .llm_client import LLMClient
-from .utils.json_fix import fix_broken_generated_json
+from .utils.json_fix import new_fix_broken_generated_json
 
 
 def _entity_extract(llm_client: LLMClient, paragraph: str) -> List[str]:
@@ -24,7 +24,7 @@ def _entity_extract(llm_client: LLMClient, paragraph: str) -> List[str]:
     if "]" in request_result:
         request_result = request_result[: request_result.rindex("]") + 1]
 
-    entity_extract_result = json.loads(fix_broken_generated_json(request_result))
+    entity_extract_result = json.loads(new_fix_broken_generated_json(request_result))
 
     entity_extract_result = [
         entity
@@ -53,7 +53,7 @@ def _rdf_triple_extract(llm_client: LLMClient, paragraph: str, entities: list) -
     if "]" in request_result:
         request_result = request_result[: request_result.rindex("]") + 1]
 
-    entity_extract_result = json.loads(fix_broken_generated_json(request_result))
+    entity_extract_result = json.loads(new_fix_broken_generated_json(request_result))
 
     for triple in entity_extract_result:
         if len(triple) != 3 or (triple[0] is None or triple[1] is None or triple[2] is None) or "" in triple:

src/chat/knowledge/src/utils/json_fix.py

@@ -1,10 +1,82 @@
 import json
 from json_repair import repair_json
 
-# 以下代码用于修复损坏的 JSON 字符串。
+def _find_unclosed(json_str):
+    """
+    Identifies the unclosed braces and brackets in the JSON string.
+
+    Args:
+        json_str (str): The JSON string to analyze.
+
+    Returns:
+        list: A list of unclosed elements in the order they were opened.
+    """
+    unclosed = []
+    inside_string = False
+    escape_next = False
+
+    for char in json_str:
+        if inside_string:
+            if escape_next:
+                escape_next = False
+            elif char == "\\":
+                escape_next = True
+            elif char == '"':
+                inside_string = False
+        else:
+            if char == '"':
+                inside_string = True
+            elif char in "{[":
+                unclosed.append(char)
+            elif char in "}]":
+                if unclosed and ((char == "}" and unclosed[-1] == "{") or (char == "]" and unclosed[-1] == "[")):
+                    unclosed.pop()
+
+    return unclosed
 
 
+# The following code is used to fix a broken JSON string.
+# From HippoRAG2 (GitHub: OSU-NLP-Group/HippoRAG)
 def fix_broken_generated_json(json_str: str) -> str:
+    """
+    Fixes a malformed JSON string by:
+    - Removing the last comma and any trailing content.
+    - Iterating over the JSON string once to determine and fix unclosed braces or brackets.
+    - Ensuring braces and brackets inside string literals are not considered.
+
+    If the original json_str string can be successfully loaded by json.loads(), will directly return it without any modification.
+
+    Args:
+        json_str (str): The malformed JSON string to be fixed.
+
+    Returns:
+        str: The corrected JSON string.
+    """
+
+    try:
+        # Try to load the JSON to see if it is valid
+        json.loads(json_str)
+        return json_str  # Return as-is if valid
+    except json.JSONDecodeError:
+        pass
+
+    # Step 1: Remove trailing content after the last comma.
+    last_comma_index = json_str.rfind(",")
+    if last_comma_index != -1:
+        json_str = json_str[:last_comma_index]
+
+    # Step 2: Identify unclosed braces and brackets.
+    unclosed_elements = _find_unclosed(json_str)
+
+    # Step 3: Append the necessary closing elements in reverse order of opening.
+    closing_map = {"{": "}", "[": "]"}
+    for open_char in reversed(unclosed_elements):
+        json_str += closing_map[open_char]
+
+    return json_str
+
+
+def new_fix_broken_generated_json(json_str: str) -> str:
     """
     使用 json-repair 库修复格式错误的 JSON 字符串。