Create SemanticScholar.py

tools/SemanticScholar.py

@@ -0,0 +1,41 @@
+from smolagents import Tool
+from semanticscholar import SemanticScholar
+
+class AcademicPaperSearchTool(Tool):
+    name = "academic_paper_search"
+    description = "Searches academic papers via Semantic Scholar and returns the most relevant titles and abstracts."
+    inputs = {
+        "query": {"type": "string", "description": "Search query for academic papers (title, keywords, etc.)"}
+    }
+    output_type = "string"
+
+    def forward(self, query: str) -> str:
+        sch = SemanticScholar()
+        try:
+            # Use query=query to avoid potential keyword issues with the SemanticScholar method
+            papers = sch.search_paper(query, limit=3)  # get top-3 matching papers
+        except Exception as e:
+            return f"An error occurred during search: {e}"
+
+        if not papers:
+            return "No papers found."
+
+        # Format results concisely
+        lines = []
+        for p in papers:
+            # --- THE FIX IS HERE ---
+            # Access attributes directly using dot notation (p.title, p.year, p.abstract)
+            # instead of the dictionary method p.get(...)
+            title = p.title
+            year = p.year
+            abstract = p.abstract if p.abstract else "" # Check if abstract exists
+
+            # Only take the first sentence or two of the abstract
+            abstract_snip = abstract.split(". ")[0] if abstract else ""
+
+            # Ensure 'year' is handled gracefully (it can sometimes be None)
+            year_str = str(year) if year else "N/A"
+
+            lines.append(f"**{title}** ({year_str}): {abstract_snip}...")
+
+        return "\n".join(lines)