mgbam commited on
Commit
9b2d3bb
·
verified ·
1 Parent(s): dbde324

Update tools/bioportal_tool.py

Browse files
Files changed (1) hide show
  1. tools/bioportal_tool.py +41 -0
tools/bioportal_tool.py CHANGED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from langchain.tools import BaseTool
2
+ from typing import Type, Optional
3
+ from pydantic import BaseModel, Field
4
+ from clinical_nlp.umls_bioportal import search_bioportal_term
5
+ from services.logger import app_logger
6
+ from services.metrics import log_tool_usage
7
+
8
+ class BioPortalInput(BaseModel):
9
+ term: str = Field(description="The medical term to search for.")
10
+ ontology: Optional[str] = Field(default="SNOMEDCT", description="The specific ontology to search within BioPortal (e.g., SNOMEDCT, ICD10, RxNorm). Defaults to SNOMEDCT.")
11
+
12
+ class BioPortalLookupTool(BaseTool):
13
+ name: str = "bioportal_lookup"
14
+ description: str = (
15
+ "Useful for searching medical terms, codes, and definitions across various ontologies "
16
+ "via BioPortal. Specify the term and optionally the ontology (e.g., SNOMEDCT, ICD10CM, RxNorm)."
17
+ )
18
+ args_schema: Type[BaseModel] = BioPortalInput
19
+
20
+ def _run(self, term: str, ontology: Optional[str] = "SNOMEDCT") -> str:
21
+ app_logger.info(f"BioPortal Tool called with term: {term}, ontology: {ontology}")
22
+ log_tool_usage(self.name)
23
+ results = search_bioportal_term(term, ontology=ontology or "SNOMEDCT")
24
+ if "error" in results:
25
+ return f"Error from BioPortal lookup: {results['error']}"
26
+
27
+ # Format results for LLM consumption
28
+ collection = results.get("collection", [])
29
+ if collection:
30
+ formatted_results = []
31
+ for item in collection[:3]: # Limit to 3 results
32
+ defs = item.get('definition', ['N/A'])
33
+ definition_str = "; ".join(defs) if defs else "N/A"
34
+ formatted_results.append(
35
+ f"- Term: {item.get('prefLabel', 'N/A')}, Definition: {definition_str}, CUIs: {item.get('cui', [])}"
36
+ )
37
+ return f"BioPortal Results (Ontology: {ontology}):\n" + "\n".join(formatted_results)
38
+ return f"No results found in BioPortal for ontology {ontology}."
39
+
40
+ async def _arun(self, term: str, ontology: Optional[str] = "SNOMEDCT") -> str:
41
+ return self._run(term, ontology)