GLiNER2.5 Small — Information Extraction

Tools

• gliner2_5_small_extract_classify_text Classify text into user-defined categories (zero-shot classification). Returns: The JSON classification result and timing.
• gliner2_5_small_extract_extract_entities Extract named entities of user-defined types from text (zero-shot NER). Returns: The text as (substring, entity_type) pairs, the raw JSON result, and timing.
• gliner2_5_small_extract_extract_records Parse text into structured JSON records with typed, described fields. Returns: The JSON records and timing.
• gliner2_5_small_extract_extract_relations Extract typed head→tail relations between entities mentioned in the text. Returns: A readable relation list, the raw JSON result, and timing.

No tool matches.

As the server's own listing gives them. We never call a tool.