| # mcp/nlp.py | |
| import spacy | |
| try: | |
| nlp = spacy.load("en_core_sci_sm") | |
| except Exception: | |
| nlp = spacy.load("en_core_web_sm") # Fallback to general English | |
| def extract_keywords(text: str): | |
| """Extract biomedical entities and drugs from text.""" | |
| doc = nlp(text) | |
| keywords = list(set(ent.text for ent in doc.ents if len(ent.text) > 2)) | |
| return keywords | |