@@ -102,7 +102,7 @@ async def cleanup_mcp_app(self):
102102 def create_cli_progress_callback (self , enable_indexing : bool = True ) -> Callable :
103103 """
104104 Create CLI-optimized progress callback function with mode-aware stage mapping.
105-
105+
106106 This matches the UI version's detailed progress mapping logic.
107107
108108 Args:
@@ -149,7 +149,7 @@ def progress_callback(progress: int, message: str):
149149 stage = 4 # Implement (skip References, Repos, Index)
150150 else :
151151 stage = 4 # Complete
152-
152+
153153 self .cli_interface .display_processing_stages (stage , enable_indexing )
154154
155155 # Display status message
@@ -162,7 +162,7 @@ async def execute_full_pipeline(
162162 ) -> Dict [str , Any ]:
163163 """
164164 Execute the complete intelligent multi-agent research orchestration pipeline.
165-
165+
166166 Updated to match UI version: default enable_indexing=False for faster processing.
167167
168168 Args:
@@ -188,7 +188,8 @@ async def execute_full_pipeline(
188188 else :
189189 mode_msg = "⚡ fast (indexing disabled)"
190190 self .cli_interface .print_status (
191- f"🚀 Starting { mode_msg } agent orchestration pipeline..." , "processing"
191+ f"🚀 Starting { mode_msg } agent orchestration pipeline..." ,
192+ "processing" ,
192193 )
193194 self .cli_interface .display_processing_stages (0 , enable_indexing )
194195
@@ -203,7 +204,9 @@ async def execute_full_pipeline(
203204 # Display completion
204205 if self .cli_interface :
205206 final_stage = 8 if enable_indexing else 4
206- self .cli_interface .display_processing_stages (final_stage , enable_indexing )
207+ self .cli_interface .display_processing_stages (
208+ final_stage , enable_indexing
209+ )
207210 self .cli_interface .print_status (
208211 "🎉 Agent orchestration pipeline completed successfully!" ,
209212 "complete" ,
@@ -226,10 +229,12 @@ async def execute_full_pipeline(
226229 "pipeline_mode" : "comprehensive" if enable_indexing else "optimized" ,
227230 }
228231
229- async def execute_chat_pipeline (self , user_input : str , enable_indexing : bool = False ) -> Dict [str , Any ]:
232+ async def execute_chat_pipeline (
233+ self , user_input : str , enable_indexing : bool = False
234+ ) -> Dict [str , Any ]:
230235 """
231236 Execute the chat-based planning and implementation pipeline.
232-
237+
233238 Updated to match UI version: accepts enable_indexing parameter.
234239
235240 Args:
@@ -259,17 +264,20 @@ def chat_progress_callback(progress: int, message: str):
259264 stage = 3 # Save Plan
260265 else :
261266 stage = 4 # Implement
262-
267+
263268 self .cli_interface .display_processing_stages (stage , chat_mode = True )
264269
265270 # Display status message
266271 self .cli_interface .print_status (message , "processing" )
267272
268273 # Display pipeline start
269274 if self .cli_interface :
270- indexing_note = " (with indexing)" if enable_indexing else " (fast mode)"
275+ indexing_note = (
276+ " (with indexing)" if enable_indexing else " (fast mode)"
277+ )
271278 self .cli_interface .print_status (
272- f"🚀 Starting chat-based planning pipeline{ indexing_note } ..." , "processing"
279+ f"🚀 Starting chat-based planning pipeline{ indexing_note } ..." ,
280+ "processing" ,
273281 )
274282 self .cli_interface .display_processing_stages (0 , chat_mode = True )
275283
@@ -303,7 +311,7 @@ async def process_input_with_orchestration(
303311 ) -> Dict [str , Any ]:
304312 """
305313 Process input using the intelligent agent orchestration engine.
306-
314+
307315 This is the main CLI interface to the latest agent orchestration capabilities.
308316 Updated to match UI version: default enable_indexing=False.
309317
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