fixing issues related to sentence-transformers

query_processing.py

@@ -61,8 +61,7 @@ def get_llm():
             if not api_key:
                 raise ValueError("GOOGLE_API_KEY not found in environment variables")
                 
-            # _llm = ChatGoogleGenerativeAI(model="gemma-3-27b-it", google_api_key=api_key)
-            _llm = ChatGoogleGenerativeAI(model="gemma-3-27b-it", google_api_key=AIzaSyBjWFgLWn3zZLKmTf1_EcVD9FY86l4NDpM)
+            _llm = ChatGoogleGenerativeAI(model="gemma-3-27b-it", google_api_key=api_key)
             prompt_template = ChatPromptTemplate.from_template(
                 """
                 You are a helpful assistant designed to analyze job descriptions and extract key information.
@@ -87,7 +86,7 @@ def get_llm():
                 return f"Analysis unavailable (API error). Original text: {text[:500]}"
             
             _llm_chain = ({"context": RunnablePassthrough()} 
-                         | (lambda x: {"result": fallback_processor(x["context"])}) 
+                         | (lambda x: {"context": x["context"], "result": fallback_processor(x["context"])}) 
                          | (lambda x: x["result"]))
     return _llm_chain