Update agent.py

agent.py

@@ -108,7 +108,7 @@ class AnalysisConfig:
     # API keys (populated from env or UI)
     mistral_api_key: str = ""
     gemini_api_key: str = ""
-    deepseek_api_key: str = ""  # DeepSeek API key (panel C + synthesis judge)
+    ollama_url: str = "http://localhost:11434"  # Local Ollama URL
 
 
 # ---------------------------------------------------------------------------
@@ -458,9 +458,9 @@ class PAJAISResearchAgent:
         self,
         mistral_key: str = '',
         gemini_key: str = '',
-        deepseek_key: str = '',
+        ollama_url: str = '',
     ) -> Optional[pd.DataFrame]:
-        """Label clusters using 3 LLMs: Mistral + Gemini + DeepSeek.
+        """Label clusters using 3 LLMs: Mistral + Gemini + Ollama.
 
         Majority vote selects the final label; all 3 candidates stored.
         Can be called independently after phase 2.5.
@@ -478,7 +478,7 @@ class PAJAISResearchAgent:
             embeddings=self.specter2_embeddings,
             mistral_api_key=mistral_key or self.config.mistral_api_key,
             gemini_api_key=gemini_key or self.config.gemini_api_key,
-            deepseek_api_key=deepseek_key or self.config.deepseek_api_key,
+            ollama_url=ollama_url or self.config.ollama_url,
             max_clusters=self.config.llm_label_max_clusters,
         )
 
@@ -582,7 +582,7 @@ class PAJAISResearchAgent:
             topic_df=self.topic_df,
             mistral_api_key=self.config.mistral_api_key,
             gemini_api_key=self.config.gemini_api_key,
-            deepseek_api_key=self.config.deepseek_api_key,
+            ollama_url=self.config.ollama_url,
         )
 
         # Persist council report