Extract key-value pairs from noisy or unstructured text in multiple languages with type-safe outputs in JSON, YAML, or TOML formats. Leverage advanced LLMs and pydantic for robust, accurate data structuring and validation. Supports Japanese, English, and Chinese with spaCy-based preprocessing and provides reliable error handling for diverse input scenarios.
Tools
extract_json
Extracts key-value pairs from arbitrary noisy text and returns them as type-safe JSON (dict).
extract_yaml
Extracts key-value pairs from arbitrary noisy text and returns them as type-safe YAML (str).
extract_toml
Extracts key-value pairs from arbitrary noisy text and returns them as type-safe TOML (str).
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