Error4 reports
Fix FailedToGenerateValidJsonError
in GraphRAG
✅ Solution
The "FailedToGenerateValidJsonError" often arises when attempting to serialize Python objects containing unserializable data types (e.g., custom classes, SQLAlchemy models) directly into JSON. To resolve this, ensure all objects being serialized are primitive types (string, integer, boolean, list, dictionary) or provide custom serialization logic (e.g., using a `default` function in `json.dumps` or converting objects to dictionaries manually) to handle non-serializable attributes. Consider using libraries like `marshmallow` for complex object serialization.
Related Issues
Real GitHub issues where developers encountered this error:
[Issue]: Object of type ModelMetaclass is not JSON serializable.<title>Apr 16, 2025
[Bug]: graphrag.index.operations.summarize_communities.community_reports_extractor ERROR error generating community reportMar 20, 2025
[Bug]: <title>Error generating community report.TypeError: Object of type ModelMetaclass is not JSON serializableFeb 16, 2025
[Issue]: <title> In the graphrag prompt-tune --config ./settings.yaml --root ./ --language Chinese --output ./prompts After the error is reported, there is no error in 0.5.0Jan 20, 2025
Timeline
First reported:Jan 20, 2025
Last reported:Apr 16, 2025