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Fixed json.loads() decode error when LLM produces code block #1860

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Description

Using some models may make mem0 internal responses generating JSONDecodeError:

json.decoder.JSONDecodeError: Expecting value: line 1 column 1 (char 0)

The response from Mem0 LLM is below (using diff as code block format because the triple backticks "```" does not show at the code block below, so ignore these that at the first of a line).

  ```json
  {
      "memory": [
          {
              "id": "(UUID)",
              "text": "I'm visiting Paris",
              "event": "ADD"
          }
      ]
  }
  ```

Fixes #1854

Type of change

  • Bug fix (non-breaking change which fixes an issue)

How Has This Been Tested?

Please refer to the issue #1854.

Checklist:

  • My code follows the style guidelines of this project
  • I have performed a self-review of my own code
  • I have commented my code, particularly in hard-to-understand areas
  • I have made corresponding changes to the documentation
  • My changes generate no new warnings
  • I have added tests that prove my fix is effective or that my feature works
  • New and existing unit tests pass locally with my changes
  • Any dependent changes have been merged and published in downstream modules
  • I have checked my code and corrected any misspellings

Maintainer Checklist

@@ -170,6 172,7 @@ def _add_to_vector_store(self, messages, metadata, filters):
messages=[{"role": "user", "content": function_calling_prompt}],
response_format={"type": "json_object"},
)
new_memories_with_actions = parse_json_response(new_memories_with_actions)
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do you think we should still do "json.loads"?

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@prateekchhikara Hi. Thanks for reviewing.

I think it may be the name of the function that confused you.

The function parse_json_response only extracts the JSON content from the potential code block from the given origin response string, it doesn't call json.loads(), which means it doesn't return a dictionary but a string.

So we HAVE to call json.loads() after the parsing progress.

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JSONDecodeError: AI sometimes produces JSON with a code block format
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