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Update to use a multimodal prompt input, and update api data processing to support images
Browse files- app.py +209 -11
- styles.css +9 -0
app.py
CHANGED
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@@ -1,12 +1,17 @@
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import random
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from uuid import uuid4
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from openai import OpenAI
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import gradio as gr
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from theme import apriel
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from utils import COMMUNITY_POSTFIX_URL, get_model_config, check_format, models_config, \
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logged_event_handler, DEBUG_MODE, DEBUG_MODEL, log_debug, log_info, log_error
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from log_chat import log_chat
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MODEL_TEMPERATURE = 0.8
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@@ -119,14 +124,45 @@ def run_chat_inference(history, message, state):
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gr.Warning("Client UI is stale, please refresh the page")
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return history, INPUT_ENABLED, SEND_BUTTON_ENABLED, STOP_BUTTON_DISABLED, BUTTON_ENABLED, state
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# outputs: model_dropdown, user_input, send_btn, stop_btn, clear_btn, session_state
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log_debug(f"{'-' * 80}")
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log_debug(f"chat_fn() --> Message: {message}")
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log_debug(f"chat_fn() --> History: {history}")
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try:
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# Check if the message is empty
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if not message.strip():
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gr.Info("Please enter a message before sending")
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yield history, INPUT_ENABLED, SEND_BUTTON_ENABLED, STOP_BUTTON_DISABLED, BUTTON_ENABLED, state
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return history, INPUT_ENABLED, SEND_BUTTON_ENABLED, STOP_BUTTON_DISABLED, BUTTON_ENABLED, state
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@@ -140,7 +176,16 @@ def run_chat_inference(history, message, state):
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# Remove any assistant messages with metadata from history for multiple turns
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log_debug(f"Initial History: {history}")
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check_format(history, "messages")
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history
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log_debug(f"History with user message: {history}")
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check_format(history, "messages")
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@@ -155,9 +200,152 @@ def run_chat_inference(history, message, state):
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check_format(history_no_thoughts, "messages")
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log_debug(f"history_no_thoughts with user message: {history_no_thoughts}")
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stream = openai_client.chat.completions.create(
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model=model_name,
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messages=
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temperature=MODEL_TEMPERATURE,
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stream=True
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)
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@@ -322,20 +510,30 @@ with gr.Blocks(theme=theme, css=custom_css) as demo:
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)
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with gr.Row():
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with gr.Column(scale=10, min_width=400):
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with gr.Row():
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user_input = gr.
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show_label=False,
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container=False
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)
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with gr.Column(scale=1, min_width=BUTTON_WIDTH * 2 + 20):
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with gr.Row():
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with gr.Column(scale=1, min_width=BUTTON_WIDTH, elem_classes="send-button-container"):
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send_btn = gr.Button("Send", variant="primary")
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stop_btn = gr.Button("Stop", variant="cancel", visible=False)
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with gr.Column(scale=1, min_width=BUTTON_WIDTH, elem_classes="clear-button-container"):
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clear_btn = gr.ClearButton(chatbot, value="New Chat", variant="secondary")
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with gr.Row():
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with gr.Column(min_width=400, elem_classes="opt-out-container"):
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with gr.Row():
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import random
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from collections.abc import Mapping
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from uuid import uuid4
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from openai import OpenAI
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import gradio as gr
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import base64
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import mimetypes
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import copy
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import os
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from theme import apriel
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from utils import COMMUNITY_POSTFIX_URL, get_model_config, check_format, models_config, \
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logged_event_handler, DEBUG_MODE, DEBUG_MODEL, log_debug, log_info, log_error, log_warning
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from log_chat import log_chat
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MODEL_TEMPERATURE = 0.8
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gr.Warning("Client UI is stale, please refresh the page")
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return history, INPUT_ENABLED, SEND_BUTTON_ENABLED, STOP_BUTTON_DISABLED, BUTTON_ENABLED, state
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# files will be the newly added files from the user
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files = []
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# outputs: model_dropdown, user_input, send_btn, stop_btn, clear_btn, session_state
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log_debug(f"{'-' * 80}")
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log_debug(f"chat_fn() --> Message: {message}")
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log_debug(f"chat_fn() --> History: {history}")
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# We have multimodal input in this case
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if isinstance(message, Mapping):
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files = message.get("files") or []
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message = message.get("text") or ""
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log_debug(f"chat_fn() --> Message (text only): {message}")
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log_debug(f"chat_fn() --> Files: {files}")
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# Validate that any uploaded files are images
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if len(files) > 0:
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invalid_files = []
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for path in files:
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try:
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mime, _ = mimetypes.guess_type(path)
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mime = mime or ""
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if not mime.startswith("image/"):
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invalid_files.append((os.path.basename(path), mime or "unknown"))
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except Exception as e:
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log_error(f"Failed to inspect file '{path}': {e}")
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invalid_files.append((os.path.basename(path), "unknown"))
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if invalid_files:
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msg = "Only image files are allowed. Invalid uploads: " + \
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", ".join([f"{p} (type: {m})" for p, m in invalid_files])
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log_warning(msg)
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gr.Warning(msg)
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yield history, INPUT_ENABLED, SEND_BUTTON_ENABLED, STOP_BUTTON_DISABLED, BUTTON_ENABLED, state
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return history, INPUT_ENABLED, SEND_BUTTON_ENABLED, STOP_BUTTON_DISABLED, BUTTON_ENABLED, state
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try:
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# Check if the message is empty
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if not message.strip() and len(files) == 0:
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gr.Info("Please enter a message before sending")
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yield history, INPUT_ENABLED, SEND_BUTTON_ENABLED, STOP_BUTTON_DISABLED, BUTTON_ENABLED, state
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return history, INPUT_ENABLED, SEND_BUTTON_ENABLED, STOP_BUTTON_DISABLED, BUTTON_ENABLED, state
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# Remove any assistant messages with metadata from history for multiple turns
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log_debug(f"Initial History: {history}")
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check_format(history, "messages")
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# Build UI history: add text (if any) and per-file image placeholders {"path": ...}
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# Build API parts separately later to avoid Gradio issues with arrays in content
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if len(files) == 0:
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history.append({"role": "user", "content": message})
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else:
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if message.strip():
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history.append({"role": "user", "content": message})
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for path in files:
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history.append({"role": "user", "content": {"path": path}})
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log_debug(f"History with user message: {history}")
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check_format(history, "messages")
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check_format(history_no_thoughts, "messages")
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log_debug(f"history_no_thoughts with user message: {history_no_thoughts}")
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# Build API-specific messages:
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# - Convert any UI image placeholders {"path": ...} to image_url parts
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# - Convert any user string content that is a valid file path to image_url parts
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# - Coalesce consecutive image paths into a single image-only user message
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api_messages = []
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image_parts_buffer = []
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def flush_image_buffer():
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if len(image_parts_buffer) > 0:
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api_messages.append({"role": "user", "content": list(image_parts_buffer)})
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image_parts_buffer.clear()
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def to_image_part(path: str):
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try:
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mime, _ = mimetypes.guess_type(path)
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mime = mime or "application/octet-stream"
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with open(path, "rb") as f:
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b64 = base64.b64encode(f.read()).decode("utf-8")
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data_url = f"data:{mime};base64,{b64}"
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return {"type": "image_url", "image_url": {"url": data_url}}
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except Exception as e:
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log_error(f"Failed to load file '{path}': {e}")
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return None
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def normalize_msg(msg):
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# Returns (role, content, as_dict) where as_dict is a message dict suitable to pass through when unmodified
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if isinstance(msg, dict):
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return msg.get("role"), msg.get("content"), msg
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# Gradio ChatMessage-like object
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role = getattr(msg, "role", None)
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content = getattr(msg, "content", None)
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if role is not None:
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return role, content, {"role": role, "content": content}
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return None, None, msg
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for m in copy.deepcopy(history_no_thoughts):
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role, content, as_dict = normalize_msg(m)
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# Unknown structure: pass through
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if role is None:
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flush_image_buffer()
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api_messages.append(as_dict)
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continue
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# Assistant messages pass through as-is
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if role == "assistant":
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flush_image_buffer()
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api_messages.append(as_dict)
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continue
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# Only user messages have potential image paths to convert
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if role == "user":
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# Case A: {'path': ...}
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if isinstance(content, dict) and isinstance(content.get("path"), str):
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p = content["path"]
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part = to_image_part(p) if os.path.isfile(p) else None
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if part:
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image_parts_buffer.append(part)
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else:
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flush_image_buffer()
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api_messages.append({"role": "user", "content": str(content)})
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continue
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# Case B: string or tuple content that may be a file path
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if isinstance(content, str):
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if os.path.isfile(content):
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part = to_image_part(content)
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if part:
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image_parts_buffer.append(part)
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continue
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# Not a file path: pass through as text
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flush_image_buffer()
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api_messages.append({"role": "user", "content": content})
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continue
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if isinstance(content, tuple):
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# Common case: a single-element tuple containing a path string
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tuple_items = list(content)
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tmp_parts = []
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text_accum = []
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for item in tuple_items:
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if isinstance(item, str) and os.path.isfile(item):
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part = to_image_part(item)
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if part:
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tmp_parts.append(part)
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else:
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text_accum.append(item)
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else:
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text_accum.append(str(item))
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if tmp_parts:
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flush_image_buffer()
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api_messages.append({"role": "user", "content": tmp_parts})
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if not text_accum:
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continue
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if text_accum:
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flush_image_buffer()
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api_messages.append({"role": "user", "content": "\n".join(text_accum)})
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continue
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# Case C: list content
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if isinstance(content, list):
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# If it's already a list of parts, let it pass through
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all_dicts = all(isinstance(c, dict) for c in content)
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if all_dicts:
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flush_image_buffer()
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api_messages.append({"role": "user", "content": content})
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continue
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# It might be a list of strings (paths/text). Convert string paths to image parts, others to text parts
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tmp_parts = []
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text_accum = []
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def flush_text_accum():
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if text_accum:
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api_messages.append({"role": "user", "content": "\n".join(text_accum)})
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text_accum.clear()
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for item in content:
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if isinstance(item, str) and os.path.isfile(item):
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part = to_image_part(item)
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if part:
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tmp_parts.append(part)
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else:
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text_accum.append(item)
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else:
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text_accum.append(str(item))
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if tmp_parts:
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flush_image_buffer()
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api_messages.append({"role": "user", "content": tmp_parts})
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if text_accum:
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flush_text_accum()
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continue
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# Fallback: pass through
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flush_image_buffer()
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api_messages.append(as_dict)
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continue
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# Other roles
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flush_image_buffer()
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api_messages.append(as_dict)
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# Flush any trailing images
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flush_image_buffer()
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log_debug(f"sending api_messages to model {model_name}: {api_messages}")
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| 345 |
+
|
| 346 |
stream = openai_client.chat.completions.create(
|
| 347 |
model=model_name,
|
| 348 |
+
messages=api_messages,
|
| 349 |
temperature=MODEL_TEMPERATURE,
|
| 350 |
stream=True
|
| 351 |
)
|
|
|
|
| 510 |
)
|
| 511 |
|
| 512 |
with gr.Row():
|
| 513 |
+
with gr.Column(scale=10, min_width=400, elem_classes="user-input-container"):
|
| 514 |
with gr.Row():
|
| 515 |
+
user_input = gr.MultimodalTextbox(
|
| 516 |
+
interactive=True,
|
| 517 |
+
container=False,
|
| 518 |
+
file_count="multiple",
|
| 519 |
+
placeholder="Type your message here and press Enter or upload file...",
|
| 520 |
show_label=False,
|
| 521 |
+
sources=["upload"]
|
|
|
|
| 522 |
)
|
| 523 |
+
|
| 524 |
+
# Original text-only input
|
| 525 |
+
# user_input = gr.Textbox(
|
| 526 |
+
# show_label=False,
|
| 527 |
+
# placeholder="Type your message here and press Enter",
|
| 528 |
+
# container=False
|
| 529 |
+
# )
|
| 530 |
with gr.Column(scale=1, min_width=BUTTON_WIDTH * 2 + 20):
|
| 531 |
with gr.Row():
|
| 532 |
with gr.Column(scale=1, min_width=BUTTON_WIDTH, elem_classes="send-button-container"):
|
| 533 |
+
send_btn = gr.Button("Send", variant="primary", elem_classes="control-button")
|
| 534 |
+
stop_btn = gr.Button("Stop", variant="cancel", elem_classes="control-button", visible=False)
|
| 535 |
with gr.Column(scale=1, min_width=BUTTON_WIDTH, elem_classes="clear-button-container"):
|
| 536 |
+
clear_btn = gr.ClearButton(chatbot, value="New Chat", variant="secondary", elem_classes="control-button")
|
| 537 |
with gr.Row():
|
| 538 |
with gr.Column(min_width=400, elem_classes="opt-out-container"):
|
| 539 |
with gr.Row():
|
styles.css
CHANGED
|
@@ -30,6 +30,15 @@
|
|
| 30 |
max-height: 1400px;
|
| 31 |
}
|
| 32 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 33 |
button.cancel {
|
| 34 |
border: var(--button-border-width) solid var(--button-cancel-border-color);
|
| 35 |
background: var(--button-cancel-background-fill);
|
|
|
|
| 30 |
max-height: 1400px;
|
| 31 |
}
|
| 32 |
|
| 33 |
+
.user-input-container .multimodal-textbox{
|
| 34 |
+
border: none !important;
|
| 35 |
+
}
|
| 36 |
+
|
| 37 |
+
/* Match the height of the modified multimodal input box on the same row */
|
| 38 |
+
.control-button {
|
| 39 |
+
height: 51px;
|
| 40 |
+
}
|
| 41 |
+
|
| 42 |
button.cancel {
|
| 43 |
border: var(--button-border-width) solid var(--button-cancel-border-color);
|
| 44 |
background: var(--button-cancel-background-fill);
|