Commit ·
0f2dc9a
0
Parent(s):
Base Done
Browse files- .env.example +3 -0
- .gitignore +26 -0
- app.css +32 -0
- app.py +396 -0
- requirements.txt +3 -0
.env.example
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OPENAI_API_KEY=sk-your-api-key-here
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OPENAI_BASE_URL=https://api.openai.com/v1
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OPENAI_MODEL=gpt-3.5-turbo
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.gitignore
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# Python
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__pycache__/
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*.py[cod]
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*.pyo
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*.pyd
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*.egg-info/
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dist/
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build/
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# Virtual environment
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.venv/
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venv/
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# Environment variables
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.env
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# IDE
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.vscode/
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.idea/
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# OS
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.DS_Store
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Thumbs.db
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# Gradio (caches temp files)
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gradio_cached_examples/
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app.css
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.gradio-container, .main {
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padding: 0 !important;
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--layout-gap: 0 !important;
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}
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#main-row {
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height: 100vh;
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max-height: 1500px;
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}
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#sidebar {
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height: 100%;
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background-color: var(--block-background-fill);
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padding: 12px;
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border-right: 1px solid var(--border-color-primary);
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overflow-y: auto;
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}
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#chat-column {
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height: 100%;
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display: flex;
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flex-direction: column;
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padding: 1px;
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min-width: 0;
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overflow: hidden;
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}
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#chatbot {
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flex: 1;
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min-height: 100px;
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border: 0;
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}
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app.py
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import time
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import uuid
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import gradio as gr
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| 4 |
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from openai import OpenAI
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| 5 |
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from dotenv import load_dotenv
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| 6 |
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import os
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| 7 |
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| 8 |
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load_dotenv()
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| 9 |
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client = OpenAI(
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api_key=os.getenv("OPENAI_API_KEY"),
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base_url=os.getenv("OPENAI_BASE_URL"),
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)
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model = os.getenv("OPENAI_MODEL")
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def _conv_choices(state_value):
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return gr.update(
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choices=[c["label"] for c in state_value["conversations"]],
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value=next(
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(c["label"] for c in state_value["conversations"]
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if c["key"] == state_value.get("conversation_id")), None),
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)
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class GradioEvents:
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"""Event handlers for the chatbot UI."""
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# ------------------------------------------------------------------ stream
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@staticmethod
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| 31 |
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def stream_response(message, state_value):
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"""Stream a chat completion into the active conversation."""
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if not message or not message.strip():
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yield gr.skip()
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return
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| 37 |
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# Create new conversation if there isn't an active one
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if not state_value.get("conversation_id"):
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conv_id = str(uuid.uuid4())
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state_value["conversation_id"] = conv_id
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state_value["conversations"].append(
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{"label": message[:30], "key": conv_id})
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state_value["conversation_contexts"][conv_id] = {
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"history": []
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}
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else:
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| 47 |
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conv_id = state_value["conversation_id"]
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ctx = state_value["conversation_contexts"].setdefault(
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conv_id, {"history": []})
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ctx = state_value["conversation_contexts"][conv_id]
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# Update conversation label if blank
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for c in state_value["conversations"]:
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if c["key"] == conv_id and not c.get("label"):
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c["label"] = message[:30]
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break
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# Append user message
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ctx["history"].append({"role": "user", "content": message})
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# Initial yield: clear input, show user message
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yield { msg: gr.update(value=""), chatbot: gr.update(value=ctx["history"]), state: gr.update(value=state_value), conv_choice: _conv_choices(state_value), send_btn: gr.update(visible=False), stop_btn: gr.update(visible=True)}
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reasoning_content = ""
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normal_content = ""
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reasoning_started = False
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start_time = time.time()
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partial = []
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temp = []
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try:
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stream = client.chat.completions.create(
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model=model,
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messages=ctx["history"],
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stream=True
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)
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for chunk in stream:
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chunk = chunk.to_dict()
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delta = chunk['choices'][0]['delta']
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if delta.get('reasoning_content'):
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reasoning_content += delta['reasoning_content']
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| 85 |
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if not reasoning_started:
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start_time = time.time()
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| 87 |
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if normal_content:
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partial.append({
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| 89 |
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"role": "assistant",
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| 90 |
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"content": normal_content,
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| 91 |
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"metadata": None,
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| 92 |
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"is_final": True,
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})
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| 94 |
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normal_content = ""
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reasoning_started = True
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| 96 |
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temp = [{
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"role": "assistant",
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"content": reasoning_content,
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| 99 |
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"metadata": {"title": "Thinking..."},
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"is_final": False,
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}]
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| 102 |
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elif delta.get('content', ''):
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| 103 |
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if reasoning_started:
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reasoning_started = False
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| 105 |
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partial.append({
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| 106 |
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"role": "assistant",
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| 107 |
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"content": reasoning_content,
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"metadata": {"title": "Thought for " + f"{time.time() - start_time:.2f}s"},
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"is_final": True,
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})
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| 111 |
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reasoning_content = ""
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| 112 |
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normal_content += delta['content']
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| 113 |
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temp = [{
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| 114 |
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"role": "assistant",
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| 115 |
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"content": normal_content,
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| 116 |
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"metadata": None,
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| 117 |
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"is_final": False,
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| 118 |
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}]
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| 119 |
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yield {
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chatbot: gr.update(value=ctx["history"] + partial + temp),
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state: gr.update(value=state_value),
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}
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| 124 |
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| 125 |
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# Persist assistant messages into history
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| 126 |
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ctx["history"].extend(partial)
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| 127 |
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if temp:
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| 128 |
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ctx["history"].extend(temp)
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| 129 |
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# Mark last assistant message as final
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| 130 |
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if ctx["history"] and ctx["history"][-1].get("role") == "assistant":
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| 131 |
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ctx["history"][-1]["is_final"] = True
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| 132 |
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yield {
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chatbot: gr.update(value=ctx["history"]),
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| 135 |
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state: gr.update(value=state_value),
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| 136 |
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send_btn: gr.update(visible=True),
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| 137 |
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stop_btn: gr.update(visible=False),
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| 138 |
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}
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| 139 |
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| 140 |
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except Exception as exc: # noqa: BLE001
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| 141 |
+
print("model:", model, "-", "Error:", exc)
|
| 142 |
+
ctx["history"].append({
|
| 143 |
+
"role": "assistant",
|
| 144 |
+
"content": f'<span style="color: var(--color-red-500)">{exc}</span>',
|
| 145 |
+
})
|
| 146 |
+
yield {
|
| 147 |
+
chatbot: gr.update(value=ctx["history"]),
|
| 148 |
+
state: gr.update(value=state_value),
|
| 149 |
+
send_btn: gr.update(visible=True),
|
| 150 |
+
stop_btn: gr.update(visible=False),
|
| 151 |
+
}
|
| 152 |
+
raise
|
| 153 |
+
|
| 154 |
+
# ------------------------------------------------------------ conversations
|
| 155 |
+
@staticmethod
|
| 156 |
+
def new_chat(state_value):
|
| 157 |
+
state_value["conversation_id"] = ""
|
| 158 |
+
return (
|
| 159 |
+
gr.update(value=None),
|
| 160 |
+
gr.update(value=None),
|
| 161 |
+
gr.update(value=state_value),
|
| 162 |
+
)
|
| 163 |
+
|
| 164 |
+
@staticmethod
|
| 165 |
+
def select_conversation(choice, state_value):
|
| 166 |
+
if not choice:
|
| 167 |
+
return gr.skip()
|
| 168 |
+
conv_id = None
|
| 169 |
+
for c in state_value["conversations"]:
|
| 170 |
+
if c["label"] == choice:
|
| 171 |
+
conv_id = c["key"]
|
| 172 |
+
break
|
| 173 |
+
if not conv_id or conv_id == state_value.get("conversation_id"):
|
| 174 |
+
return gr.skip()
|
| 175 |
+
|
| 176 |
+
state_value["conversation_id"] = conv_id
|
| 177 |
+
ctx = state_value["conversation_contexts"].get(conv_id, {})
|
| 178 |
+
return (
|
| 179 |
+
gr.update(value=ctx.get("history", [])),
|
| 180 |
+
gr.update(value=state_value),
|
| 181 |
+
)
|
| 182 |
+
|
| 183 |
+
@staticmethod
|
| 184 |
+
def delete_selected_conversation(choice, state_value):
|
| 185 |
+
if not choice:
|
| 186 |
+
return gr.skip()
|
| 187 |
+
target_id = None
|
| 188 |
+
for c in state_value["conversations"]:
|
| 189 |
+
if c["label"] == choice:
|
| 190 |
+
target_id = c["key"]
|
| 191 |
+
break
|
| 192 |
+
if not target_id:
|
| 193 |
+
return gr.skip()
|
| 194 |
+
|
| 195 |
+
state_value["conversation_contexts"].pop(target_id, None)
|
| 196 |
+
state_value["conversations"] = [
|
| 197 |
+
c for c in state_value["conversations"] if c["key"] != target_id
|
| 198 |
+
]
|
| 199 |
+
was_active = state_value.get("conversation_id") == target_id
|
| 200 |
+
if was_active:
|
| 201 |
+
state_value["conversation_id"] = ""
|
| 202 |
+
return (
|
| 203 |
+
_conv_choices(state_value),
|
| 204 |
+
gr.update(value=None),
|
| 205 |
+
gr.update(value=True),
|
| 206 |
+
gr.update(value=state_value),
|
| 207 |
+
)
|
| 208 |
+
return (
|
| 209 |
+
_conv_choices(state_value),
|
| 210 |
+
gr.skip(),
|
| 211 |
+
gr.skip(),
|
| 212 |
+
gr.skip(),
|
| 213 |
+
gr.update(value=state_value),
|
| 214 |
+
)
|
| 215 |
+
|
| 216 |
+
# ---------------------------------------------------------------- settings
|
| 217 |
+
|
| 218 |
+
@staticmethod
|
| 219 |
+
def clear_history(state_value):
|
| 220 |
+
if not state_value.get("conversation_id"):
|
| 221 |
+
return gr.skip()
|
| 222 |
+
state_value["conversation_contexts"][
|
| 223 |
+
state_value["conversation_id"]]["history"] = []
|
| 224 |
+
return gr.update(value=[]), gr.update(value=state_value)
|
| 225 |
+
|
| 226 |
+
@staticmethod
|
| 227 |
+
def cancel_stream(state_value):
|
| 228 |
+
"""Mark the current assistant message as cancelled."""
|
| 229 |
+
if not state_value.get("conversation_id"):
|
| 230 |
+
return gr.skip()
|
| 231 |
+
ctx = state_value["conversation_contexts"][
|
| 232 |
+
state_value["conversation_id"]]
|
| 233 |
+
if ctx.get("history") and ctx["history"][-1].get("role") == "assistant":
|
| 234 |
+
ctx["history"][-1]["metadata"] = ctx["history"][-1].get(
|
| 235 |
+
"metadata", {})
|
| 236 |
+
ctx["history"][-1]["metadata"]["footer"] = "Chat completion paused"
|
| 237 |
+
return (gr.update(value=ctx.get("history", [])),
|
| 238 |
+
gr.update(value=state_value), gr.update(visible=True),
|
| 239 |
+
gr.update(visible=False))
|
| 240 |
+
|
| 241 |
+
# ----------------------------------------------------------------- state IO
|
| 242 |
+
@staticmethod
|
| 243 |
+
def save_browser_state(state_value):
|
| 244 |
+
return gr.update(value=dict(
|
| 245 |
+
conversations=state_value["conversations"],
|
| 246 |
+
conversation_contexts=state_value["conversation_contexts"]))
|
| 247 |
+
|
| 248 |
+
@staticmethod
|
| 249 |
+
def load_browser_state(browser_state_value, state_value):
|
| 250 |
+
if not browser_state_value:
|
| 251 |
+
return gr.skip(), gr.skip()
|
| 252 |
+
state_value["conversations"] = browser_state_value.get("conversations", [])
|
| 253 |
+
state_value["conversation_contexts"] = browser_state_value.get("conversation_contexts", {})
|
| 254 |
+
return _conv_choices(state_value), gr.update(value=state_value)
|
| 255 |
+
|
| 256 |
+
css = open("./app.css", "r").read()
|
| 257 |
+
|
| 258 |
+
with gr.Blocks(fill_width=True, title="Demo Chat") as demo:
|
| 259 |
+
state = gr.State({
|
| 260 |
+
"conversation_contexts": {},
|
| 261 |
+
"conversations": [],
|
| 262 |
+
"conversation_id": "",
|
| 263 |
+
})
|
| 264 |
+
|
| 265 |
+
with gr.Row(elem_id="main-row"):
|
| 266 |
+
# ============== Sidebar ============================================
|
| 267 |
+
with gr.Column(scale=0, min_width=260, elem_id="sidebar"):
|
| 268 |
+
new_chat_btn = gr.Button(
|
| 269 |
+
value="New Conversation",
|
| 270 |
+
variant="primary",
|
| 271 |
+
)
|
| 272 |
+
conv_choice = gr.Radio(
|
| 273 |
+
choices=[],
|
| 274 |
+
label="Conversations",
|
| 275 |
+
interactive=True,
|
| 276 |
+
elem_id="conversations-radio",
|
| 277 |
+
)
|
| 278 |
+
delete_btn = gr.Button(
|
| 279 |
+
value="Delete Selected",
|
| 280 |
+
variant="stop",
|
| 281 |
+
)
|
| 282 |
+
|
| 283 |
+
# ============== Main chat column ==================================
|
| 284 |
+
with gr.Column(scale=1, elem_id="chat-column"):
|
| 285 |
+
# Action bar
|
| 286 |
+
with gr.Row():
|
| 287 |
+
clear_btn = gr.Button(
|
| 288 |
+
value="Clear History",
|
| 289 |
+
scale=0,
|
| 290 |
+
min_width=120,
|
| 291 |
+
visible=False,
|
| 292 |
+
)
|
| 293 |
+
|
| 294 |
+
# Chatbot
|
| 295 |
+
chatbot = gr.Chatbot(
|
| 296 |
+
elem_id="chatbot",
|
| 297 |
+
show_label=False,
|
| 298 |
+
buttons=None,
|
| 299 |
+
layout="panel"
|
| 300 |
+
)
|
| 301 |
+
# Input area (msg must be defined here so the input lives
|
| 302 |
+
# at the bottom of the column)
|
| 303 |
+
with gr.Row():
|
| 304 |
+
msg = gr.Textbox(
|
| 305 |
+
placeholder="Type a message and press Enter...",
|
| 306 |
+
show_label=False,
|
| 307 |
+
scale=4,
|
| 308 |
+
container=False,
|
| 309 |
+
)
|
| 310 |
+
send_btn = gr.Button(
|
| 311 |
+
"Send",
|
| 312 |
+
variant="primary",
|
| 313 |
+
scale=0,
|
| 314 |
+
min_width=80,
|
| 315 |
+
)
|
| 316 |
+
stop_btn = gr.Button(
|
| 317 |
+
"Stop",
|
| 318 |
+
variant="stop",
|
| 319 |
+
scale=0,
|
| 320 |
+
min_width=80,
|
| 321 |
+
visible=False,
|
| 322 |
+
)
|
| 323 |
+
|
| 324 |
+
# ============== Event wiring ===========================================
|
| 325 |
+
|
| 326 |
+
# New chat
|
| 327 |
+
new_chat_btn.click(
|
| 328 |
+
fn=GradioEvents.new_chat,
|
| 329 |
+
inputs=[state],
|
| 330 |
+
outputs=[conv_choice, chatbot, state],
|
| 331 |
+
)
|
| 332 |
+
|
| 333 |
+
# Select conversation
|
| 334 |
+
conv_choice.change(
|
| 335 |
+
fn=GradioEvents.select_conversation,
|
| 336 |
+
inputs=[conv_choice, state],
|
| 337 |
+
outputs=[chatbot, state],
|
| 338 |
+
)
|
| 339 |
+
|
| 340 |
+
# Delete conversation
|
| 341 |
+
delete_btn.click(
|
| 342 |
+
fn=GradioEvents.delete_selected_conversation,
|
| 343 |
+
inputs=[conv_choice, state],
|
| 344 |
+
outputs=[conv_choice, chatbot, state],
|
| 345 |
+
)
|
| 346 |
+
|
| 347 |
+
# Clear history of current conversation
|
| 348 |
+
clear_btn.click(
|
| 349 |
+
fn=GradioEvents.clear_history,
|
| 350 |
+
inputs=[state],
|
| 351 |
+
outputs=[chatbot, state],
|
| 352 |
+
)
|
| 353 |
+
|
| 354 |
+
# Send message
|
| 355 |
+
submit_event = send_btn.click(
|
| 356 |
+
fn=GradioEvents.stream_response,
|
| 357 |
+
inputs=[msg, state],
|
| 358 |
+
outputs=[msg, chatbot, state, conv_choice, send_btn, stop_btn],
|
| 359 |
+
)
|
| 360 |
+
msg.submit(
|
| 361 |
+
fn=GradioEvents.stream_response,
|
| 362 |
+
inputs=[msg, state],
|
| 363 |
+
outputs=[msg, chatbot, state, conv_choice, send_btn, stop_btn],
|
| 364 |
+
)
|
| 365 |
+
|
| 366 |
+
# Stop button cancels the streaming
|
| 367 |
+
stop_btn.click(
|
| 368 |
+
fn=GradioEvents.cancel_stream,
|
| 369 |
+
inputs=[state],
|
| 370 |
+
outputs=[chatbot, state, send_btn, stop_btn],
|
| 371 |
+
cancels=[submit_event],
|
| 372 |
+
)
|
| 373 |
+
|
| 374 |
+
browser_state = gr.BrowserState(
|
| 375 |
+
{
|
| 376 |
+
"conversation_contexts": {},
|
| 377 |
+
"conversations": [],
|
| 378 |
+
},
|
| 379 |
+
storage_key="chat_app_state",
|
| 380 |
+
secret="devmode"
|
| 381 |
+
)
|
| 382 |
+
state.change(
|
| 383 |
+
fn=GradioEvents.save_browser_state,
|
| 384 |
+
inputs=[state],
|
| 385 |
+
outputs=[browser_state],
|
| 386 |
+
)
|
| 387 |
+
demo.load(
|
| 388 |
+
fn=GradioEvents.load_browser_state,
|
| 389 |
+
inputs=[browser_state, state],
|
| 390 |
+
outputs=[conv_choice, state],
|
| 391 |
+
)
|
| 392 |
+
|
| 393 |
+
theme = gr.themes.Base(radius_size="none")
|
| 394 |
+
|
| 395 |
+
if __name__ == "__main__":
|
| 396 |
+
demo.queue(default_concurrency_limit=100, max_size=100).launch(ssr_mode=False, max_threads=100, css=css, theme=theme)
|
requirements.txt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
gradio==6.8.0
|
| 2 |
+
openai==2.41.0
|
| 3 |
+
python-dotenv==1.2.2
|