Update configuration logic for supporting any to any batch retrieval

processor_config.json

@@ -4,6 +4,8 @@
   },
   "processor_class": "ColQwen3Processor",
   "query_prefix": "",
-  "video_prompt_prefix": "<|im_start|>user\n<|vision_start|><|video_pad|><|vision_end|>Describe the video.<|im_end|><|endoftext|>",
-  "visual_prompt_prefix": "<|im_start|>user\n<|vision_start|><|image_pad|><|vision_end|>Describe the image.<|im_end|><|endoftext|>"
+  "video_prompt_prefix": "<|im_start|>user\n<|vision_start|><|video_pad|><|vision_end|>Describe the video.",
+  "video_prompt_suffix": "<|im_end|><|endoftext|>",
+  "visual_prompt_prefix": "<|im_start|>user\n<|vision_start|><|image_pad|><|vision_end|>Describe the image.",
+  "visual_prompt_suffix": "<|im_end|><|endoftext|>"
 }