This invention discloses an internationalized time-aware recall method based on text time semantic
parsing, comprising the following steps: S1. Receiving
user input; S2. Complexity classification; S3. Adaptive time semantic extraction: an adaptive time semantic extraction strategy extracts time expressions from
natural language text; S4. Time normalization: converting the time expressions into standardized time interval representations; S5.
Time zone processing: converting the time interval representation into a
timestamp of a
standard time zone according to the user's
time zone parameters; S6. Time-constrained memory retrieval: performing time-constrained memory retrieval in a vector
database based on the time interval representation; S7. Outputting memory results: returning the memory results to the user. This invention supports multiple expression forms such as absolute time, relative time, fuzzy time, and
time range, supports multilingual extensions including Chinese, English, and Japanese, supports
global time zone conversion, and achieves end-to-end time-aware memory recall, significantly improving user query efficiency and user experience.