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README.md
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---
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title:
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emoji:
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colorFrom:
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colorTo: indigo
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sdk: gradio
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sdk_version: 5.12.0
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app_file:
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pinned: false
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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---
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title: chatinterface_nested_thoughts
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emoji: 🔥
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colorFrom: indigo
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colorTo: indigo
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sdk: gradio
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sdk_version: 5.12.0
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app_file: run.py
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pinned: false
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hf_oauth: true
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---
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run.ipynb
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{"cells": [{"cell_type": "markdown", "id": "302934307671667531413257853548643485645", "metadata": {}, "source": ["# Gradio Demo: chatinterface_nested_thoughts"]}, {"cell_type": "code", "execution_count": null, "id": "272996653310673477252411125948039410165", "metadata": {}, "outputs": [], "source": ["!pip install -q gradio "]}, {"cell_type": "code", "execution_count": null, "id": "288918539441861185822528903084949547379", "metadata": {}, "outputs": [], "source": ["import gradio as gr\n", "from gradio import ChatMessage\n", "import time\n", "\n", "sleep_time = 0.1\n", "long_sleep_time = 1\n", "\n", "def generate_response(message, history):\n", " start_time = time.time()\n", " responses = [\n", " ChatMessage(\n", " content=\"In order to find the current weather in San Francisco, I will need to use my weather tool.\",\n", " )\n", " ]\n", " yield responses\n", " time.sleep(sleep_time)\n", "\n", " main_thought = ChatMessage(\n", " content=\"\",\n", " metadata={\"title\": \"Using Weather Tool\", \"id\": 1, \"status\": \"pending\"},\n", " )\n", "\n", " responses.append(main_thought)\n", "\n", " yield responses\n", " time.sleep(long_sleep_time)\n", " responses[-1].content = \"Will check: weather.com and sunny.org\"\n", " yield responses\n", " time.sleep(sleep_time)\n", " responses.append(\n", " ChatMessage(\n", " content=\"Received weather from weather.com.\",\n", " metadata={\"title\": \"Checking weather.com\", \"parent_id\": 1, \"id\": 2, \"duration\": 0.05},\n", " )\n", " )\n", " yield responses\n", "\n", " sunny_start_time = time.time()\n", " time.sleep(sleep_time)\n", " sunny_thought = ChatMessage(\n", " content=\"API Error when connecting to sunny.org \ud83d\udca5\",\n", " metadata={\"title\": \"Checking sunny.org\", \"parent_id\": 1, \"id\": 3, \"status\": \"pending\"},\n", " )\n", "\n", " responses.append(sunny_thought)\n", " yield responses\n", "\n", " time.sleep(sleep_time)\n", " responses.append(\n", " ChatMessage(\n", " content=\"Failed again\",\n", " metadata={\"title\": \"I will try again\", \"id\": 4, \"parent_id\": 3, \"duration\": 0.1},\n", "\n", " )\n", " )\n", " sunny_thought.metadata[\"status\"] = \"done\"\n", " sunny_thought.metadata[\"duration\"] = time.time() - sunny_start_time\n", "\n", " main_thought.metadata[\"status\"] = \"done\"\n", " main_thought.metadata[\"duration\"] = time.time() - start_time\n", "\n", " yield responses\n", "\n", " time.sleep(long_sleep_time)\n", "\n", " responses.append(\n", " ChatMessage(\n", " content=\"Based on the data only from weather.com, the current weather in San Francisco is 60 degrees and sunny.\",\n", " )\n", " )\n", " yield responses\n", "\n", "demo = gr.ChatInterface(\n", " generate_response,\n", " type=\"messages\",\n", " title=\"Nested Thoughts Chat Interface\",\n", " examples=[\"What is the weather in San Francisco right now?\"]\n", ")\n", "\n", "if __name__ == \"__main__\":\n", " demo.launch()\n"]}], "metadata": {}, "nbformat": 4, "nbformat_minor": 5}
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run.py
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import gradio as gr
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from gradio import ChatMessage
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import time
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sleep_time = 0.1
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long_sleep_time = 1
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def generate_response(message, history):
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start_time = time.time()
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responses = [
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ChatMessage(
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content="In order to find the current weather in San Francisco, I will need to use my weather tool.",
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)
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]
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yield responses
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time.sleep(sleep_time)
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main_thought = ChatMessage(
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content="",
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metadata={"title": "Using Weather Tool", "id": 1, "status": "pending"},
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)
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responses.append(main_thought)
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yield responses
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time.sleep(long_sleep_time)
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responses[-1].content = "Will check: weather.com and sunny.org"
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yield responses
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time.sleep(sleep_time)
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responses.append(
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ChatMessage(
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content="Received weather from weather.com.",
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metadata={"title": "Checking weather.com", "parent_id": 1, "id": 2, "duration": 0.05},
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)
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)
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yield responses
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sunny_start_time = time.time()
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time.sleep(sleep_time)
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sunny_thought = ChatMessage(
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content="API Error when connecting to sunny.org 💥",
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metadata={"title": "Checking sunny.org", "parent_id": 1, "id": 3, "status": "pending"},
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)
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responses.append(sunny_thought)
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yield responses
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time.sleep(sleep_time)
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responses.append(
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ChatMessage(
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content="Failed again",
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metadata={"title": "I will try again", "id": 4, "parent_id": 3, "duration": 0.1},
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)
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)
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sunny_thought.metadata["status"] = "done"
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sunny_thought.metadata["duration"] = time.time() - sunny_start_time
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main_thought.metadata["status"] = "done"
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main_thought.metadata["duration"] = time.time() - start_time
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yield responses
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time.sleep(long_sleep_time)
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responses.append(
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ChatMessage(
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content="Based on the data only from weather.com, the current weather in San Francisco is 60 degrees and sunny.",
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)
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)
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yield responses
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demo = gr.ChatInterface(
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generate_response,
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type="messages",
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title="Nested Thoughts Chat Interface",
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examples=["What is the weather in San Francisco right now?"]
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)
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if __name__ == "__main__":
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demo.launch()
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