forked from phoenix/litellm-mirror
with streaming nb
This commit is contained in:
ishaan-jaff
parent
406290b9e4
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1 changed files with 103 additions and 59 deletions
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"text": [
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"Defaulting to user installation because normal site-packages is not writeable\n",
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"Collecting litellm==0.1.384\n",
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" Downloading litellm-0.1.384-py3-none-any.whl (43 kB)\n",
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m43.1/43.1 kB\u001b[0m \u001b[31m2.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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"\u001b[?25hRequirement already satisfied: openai<0.28.0,>=0.27.8 in /Users/ishaanjaffer/Library/Python/3.9/lib/python/site-packages (from litellm==0.1.384) (0.27.8)\n",
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"Requirement already satisfied: python-dotenv<2.0.0,>=1.0.0 in /Users/ishaanjaffer/Library/Python/3.9/lib/python/site-packages (from litellm==0.1.384) (1.0.0)\n",
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"Requirement already satisfied: tiktoken<0.5.0,>=0.4.0 in /Users/ishaanjaffer/Library/Python/3.9/lib/python/site-packages (from litellm==0.1.384) (0.4.0)\n",
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"Requirement already satisfied: requests>=2.20 in /Users/ishaanjaffer/Library/Python/3.9/lib/python/site-packages (from openai<0.28.0,>=0.27.8->litellm==0.1.384) (2.28.2)\n",
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"Requirement already satisfied: tqdm in /Users/ishaanjaffer/Library/Python/3.9/lib/python/site-packages (from openai<0.28.0,>=0.27.8->litellm==0.1.384) (4.65.0)\n",
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"Requirement already satisfied: aiohttp in /Users/ishaanjaffer/Library/Python/3.9/lib/python/site-packages (from openai<0.28.0,>=0.27.8->litellm==0.1.384) (3.8.4)\n",
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"Requirement already satisfied: regex>=2022.1.18 in /Users/ishaanjaffer/Library/Python/3.9/lib/python/site-packages (from tiktoken<0.5.0,>=0.4.0->litellm==0.1.384) (2023.6.3)\n",
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"Requirement already satisfied: charset-normalizer<4,>=2 in /Users/ishaanjaffer/Library/Python/3.9/lib/python/site-packages (from requests>=2.20->openai<0.28.0,>=0.27.8->litellm==0.1.384) (3.1.0)\n",
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"Requirement already satisfied: idna<4,>=2.5 in /Users/ishaanjaffer/Library/Python/3.9/lib/python/site-packages (from requests>=2.20->openai<0.28.0,>=0.27.8->litellm==0.1.384) (3.4)\n",
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"Requirement already satisfied: urllib3<1.27,>=1.21.1 in /Users/ishaanjaffer/Library/Python/3.9/lib/python/site-packages (from requests>=2.20->openai<0.28.0,>=0.27.8->litellm==0.1.384) (1.26.6)\n",
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"Requirement already satisfied: certifi>=2017.4.17 in /Users/ishaanjaffer/Library/Python/3.9/lib/python/site-packages (from requests>=2.20->openai<0.28.0,>=0.27.8->litellm==0.1.384) (2023.5.7)\n",
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"Requirement already satisfied: attrs>=17.3.0 in /Users/ishaanjaffer/Library/Python/3.9/lib/python/site-packages (from aiohttp->openai<0.28.0,>=0.27.8->litellm==0.1.384) (23.1.0)\n",
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"Requirement already satisfied: multidict<7.0,>=4.5 in /Users/ishaanjaffer/Library/Python/3.9/lib/python/site-packages (from aiohttp->openai<0.28.0,>=0.27.8->litellm==0.1.384) (6.0.4)\n",
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"Requirement already satisfied: async-timeout<5.0,>=4.0.0a3 in /Users/ishaanjaffer/Library/Python/3.9/lib/python/site-packages (from aiohttp->openai<0.28.0,>=0.27.8->litellm==0.1.384) (4.0.2)\n",
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"Requirement already satisfied: yarl<2.0,>=1.0 in /Users/ishaanjaffer/Library/Python/3.9/lib/python/site-packages (from aiohttp->openai<0.28.0,>=0.27.8->litellm==0.1.384) (1.9.2)\n",
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"Requirement already satisfied: frozenlist>=1.1.1 in /Users/ishaanjaffer/Library/Python/3.9/lib/python/site-packages (from aiohttp->openai<0.28.0,>=0.27.8->litellm==0.1.384) (1.3.3)\n",
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"Requirement already satisfied: aiosignal>=1.1.2 in /Users/ishaanjaffer/Library/Python/3.9/lib/python/site-packages (from aiohttp->openai<0.28.0,>=0.27.8->litellm==0.1.384) (1.3.1)\n",
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"Installing collected packages: litellm\n",
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" Attempting uninstall: litellm\n",
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" Found existing installation: litellm 0.1.379\n",
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" Uninstalling litellm-0.1.379:\n",
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" Successfully uninstalled litellm-0.1.379\n",
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"Successfully installed litellm-0.1.384\n",
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"\n",
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"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.1.2\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.2.1\u001b[0m\n",
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"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49m/Library/Developer/CommandLineTools/usr/bin/python3 -m pip install --upgrade pip\u001b[0m\n"
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}
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],
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"source": [
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"source": [
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"!pip install litellm==0.1.384"
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"!pip install litellm==0.1.385"
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]
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]
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},
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{
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"cell_type": "code",
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"cell_type": "code",
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"execution_count": 5,
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"execution_count": 15,
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"metadata": {},
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@ -56,42 +19,42 @@
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"import asyncio"
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"import asyncio"
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]
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},
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{
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"attachments": {},
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Setup Messages"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"execution_count": 16,
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"metadata": {},
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"outputs": [],
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"source": [
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"source": [
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"\n",
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"user_message = \"respond in 20 words. who are you?\"\n",
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"user_message = \"respond in 20 words. who are you?\"\n",
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"messages = [{ \"content\": user_message,\"role\": \"user\"}]"
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"messages = [{ \"content\": user_message,\"role\": \"user\"}]"
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]
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]
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"cell_type": "code",
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"execution_count": 7,
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"cell_type": "markdown",
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"outputs": [],
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"source": [
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"source": [
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"\n",
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"### Call Ollama - llama2 with chatGPT Input/Output using litellm.completion() "
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"async def get_response(generator):\n",
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" response = \"\"\n",
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" async for elem in generator:\n",
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" print(elem)\n",
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" response += elem[\"content\"]\n",
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" return response"
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]
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]
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"execution_count": 9,
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"text": [
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"<async_generator object get_ollama_response_stream at 0x103d51940>\n"
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"<async_generator object get_ollama_response_stream at 0x1069198b0>\n"
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]
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}
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"cell_type": "markdown",
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"outputs": [],
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"source": [
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"source": [
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"string_response = asyncio.run(get_response(response))"
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"## Iterate through the generator - Streaming"
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]
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"cell_type": "code",
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"execution_count": 18,
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"name": "stdout",
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"output_type": "stream",
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"text": [
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" I\n",
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"{'role': 'assistant', 'content': ' I'}\n",
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" am\n",
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"{'role': 'assistant', 'content': ' am'}\n",
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" L\n",
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"{'role': 'assistant', 'content': ' L'}\n",
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"La\n",
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"{'role': 'assistant', 'content': 'La'}\n",
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"MA\n",
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"{'role': 'assistant', 'content': 'MA'}\n",
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",\n",
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"{'role': 'assistant', 'content': ','}\n",
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" an\n",
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"{'role': 'assistant', 'content': ' an'}\n",
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" A\n",
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"{'role': 'assistant', 'content': ' A'}\n",
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"I\n",
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"{'role': 'assistant', 'content': 'I'}\n",
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" assistant\n",
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"{'role': 'assistant', 'content': ' assistant'}\n",
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" developed\n",
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"{'role': 'assistant', 'content': ' developed'}\n",
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" by\n",
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"{'role': 'assistant', 'content': ' by'}\n",
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" Meta\n",
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"{'role': 'assistant', 'content': ' Meta'}\n",
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" A\n",
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"{'role': 'assistant', 'content': ' A'}\n",
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"I\n",
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"{'role': 'assistant', 'content': 'I'}\n",
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" that\n",
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"{'role': 'assistant', 'content': ' that'}\n",
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" can\n",
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"{'role': 'assistant', 'content': ' can'}\n",
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" understand\n",
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"{'role': 'assistant', 'content': ' understand'}\n",
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" and\n",
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"{'role': 'assistant', 'content': ' and'}\n",
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" respond\n",
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"{'role': 'assistant', 'content': ' respond'}\n",
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" to\n",
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"{'role': 'assistant', 'content': ' to'}\n",
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" human\n",
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"{'role': 'assistant', 'content': ' human'}\n",
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" input\n",
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"{'role': 'assistant', 'content': ' input'}\n",
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" in\n",
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"{'role': 'assistant', 'content': ' in'}\n",
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" a\n",
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"{'role': 'assistant', 'content': ' a'}\n",
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" convers\n",
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"{'role': 'assistant', 'content': ' convers'}\n",
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"ational\n",
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"{'role': 'assistant', 'content': 'ational'}\n",
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" manner\n",
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"{'role': 'assistant', 'content': ' manner'}\n",
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".\n",
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"{'role': 'assistant', 'content': '.'}\n"
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]
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}
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],
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"source": [
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"\n",
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"async def get_response(generator):\n",
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" response = \"\"\n",
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" async for elem in generator:\n",
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" print(elem)\n",
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" response += elem[\"content\"]\n",
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" return response\n",
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"\n",
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"string_response = await get_response(response)"
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]
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]
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}
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}
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],
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],
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