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Jan 16, 2024
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Fix pointer to localhost #167

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121 changes: 13 additions & 108 deletions examples/monitoring/quickstart/llms/openai_llm_monitor.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -15,82 +15,10 @@
},
{
"cell_type": "code",
"execution_count": 1,
"execution_count": null,
"id": "020c8f6a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Requirement already satisfied: openlayer in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (0.1.0a19)\n",
"Requirement already satisfied: urllib3>=1.26.14 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from openlayer) (1.26.18)\n",
"Requirement already satisfied: pybars3 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from openlayer) (0.9.7)\n",
"Requirement already satisfied: pandas in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from openlayer) (1.5.3)\n",
"Requirement already satisfied: openai>=1.0.0 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from openlayer) (1.3.7)\n",
"Requirement already satisfied: tqdm in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from openlayer) (4.64.1)\n",
"Requirement already satisfied: marshmallow in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from openlayer) (3.20.1)\n",
"Requirement already satisfied: requests-toolbelt in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from openlayer) (1.0.0)\n",
"Requirement already satisfied: tabulate in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from openlayer) (0.9.0)\n",
"Requirement already satisfied: marshmallow-oneofschema in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from openlayer) (3.0.1)\n",
"Requirement already satisfied: anthropic in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from openlayer) (0.7.2)\n",
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"Requirement already satisfied: requests>=2.28.2 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from openlayer) (2.31.0)\n",
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"Requirement already satisfied: httpx<1,>=0.23.0 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from openai>=1.0.0->openlayer) (0.25.1)\n",
"Requirement already satisfied: pydantic<3,>=1.9.0 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from openai>=1.0.0->openlayer) (1.10.5)\n",
"Requirement already satisfied: distro<2,>=1.7.0 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from openai>=1.0.0->openlayer) (1.8.0)\n",
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"Requirement already satisfied: idna<4,>=2.5 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from requests>=2.28.2->openlayer) (3.4)\n",
"Requirement already satisfied: charset-normalizer<4,>=2 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from requests>=2.28.2->openlayer) (3.0.1)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from requests>=2.28.2->openlayer) (2022.12.7)\n",
"Requirement already satisfied: tokenizers>=0.13.0 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from anthropic->openlayer) (0.15.0)\n",
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"Requirement already satisfied: attrs>=17.3.0 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from aiohttp<4.0,>=3.0->cohere->openlayer) (22.2.0)\n",
"Requirement already satisfied: frozenlist>=1.1.1 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from aiohttp<4.0,>=3.0->cohere->openlayer) (1.3.3)\n",
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"Requirement already satisfied: async-timeout<5.0,>=4.0 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from aiohttp<4.0,>=3.0->cohere->openlayer) (4.0.2)\n",
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"Requirement already satisfied: multidict<7.0,>=4.5 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from aiohttp<4.0,>=3.0->cohere->openlayer) (6.0.4)\n",
"Requirement already satisfied: httpcore in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from httpx<1,>=0.23.0->openai>=1.0.0->openlayer) (1.0.2)\n",
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"Requirement already satisfied: six>=1.5 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from python-dateutil>=2.8.1->pandas->openlayer) (1.16.0)\n",
"Requirement already satisfied: huggingface_hub<1.0,>=0.16.4 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from tokenizers>=0.13.0->anthropic->openlayer) (0.19.4)\n",
"Requirement already satisfied: googleapis-common-protos<2.0dev,>=1.56.2 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.0->google-ai-generativelanguage==0.1.0->google-generativeai->openlayer) (1.58.0)\n",
"Requirement already satisfied: google-auth<3.0dev,>=1.25.0 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.0->google-ai-generativelanguage==0.1.0->google-generativeai->openlayer) (2.16.1)\n",
"Requirement already satisfied: grpcio<2.0dev,>=1.33.2 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.0->google-ai-generativelanguage==0.1.0->google-generativeai->openlayer) (1.51.3)\n",
"Requirement already satisfied: grpcio-status<2.0dev,>=1.33.2 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.0->google-ai-generativelanguage==0.1.0->google-generativeai->openlayer) (1.48.2)\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Requirement already satisfied: filelock in /Users/rishabramanathan/.local/lib/python3.8/site-packages (from huggingface_hub<1.0,>=0.16.4->tokenizers>=0.13.0->anthropic->openlayer) (3.6.0)\n",
"Requirement already satisfied: pyyaml>=5.1 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from huggingface_hub<1.0,>=0.16.4->tokenizers>=0.13.0->anthropic->openlayer) (6.0)\n",
"Requirement already satisfied: fsspec>=2023.5.0 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from huggingface_hub<1.0,>=0.16.4->tokenizers>=0.13.0->anthropic->openlayer) (2023.10.0)\n",
"Requirement already satisfied: h11<0.15,>=0.13 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from httpcore->httpx<1,>=0.23.0->openai>=1.0.0->openlayer) (0.14.0)\n",
"Requirement already satisfied: rsa<5,>=3.1.4 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from google-auth<3.0dev,>=1.25.0->google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.0->google-ai-generativelanguage==0.1.0->google-generativeai->openlayer) (4.9)\n",
"Requirement already satisfied: pyasn1-modules>=0.2.1 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from google-auth<3.0dev,>=1.25.0->google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.0->google-ai-generativelanguage==0.1.0->google-generativeai->openlayer) (0.2.8)\n",
"Requirement already satisfied: cachetools<6.0,>=2.0.0 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from google-auth<3.0dev,>=1.25.0->google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.0->google-ai-generativelanguage==0.1.0->google-generativeai->openlayer) (5.3.0)\n",
"Requirement already satisfied: pyasn1<0.5.0,>=0.4.6 in /Users/rishabramanathan/opt/miniconda3/envs/old/lib/python3.8/site-packages (from pyasn1-modules>=0.2.1->google-auth<3.0dev,>=1.25.0->google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.0->google-ai-generativelanguage==0.1.0->google-generativeai->openlayer) (0.4.8)\n"
]
}
],
"outputs": [],
"source": [
"!pip install openlayer"
]
Expand All @@ -105,7 +33,7 @@
},
{
"cell_type": "code",
"execution_count": 2,
"execution_count": null,
"id": "f3f4fa13",
"metadata": {},
"outputs": [],
Expand All @@ -114,11 +42,11 @@
"import openai\n",
"\n",
"# OpenAI env variable\n",
"os.environ[\"OPENAI_API_KEY\"] = \"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\"\n",
"os.environ[\"OPENAI_API_KEY\"] = \"YOUR_OPENAI_API_KEY_HERE\"\n",
"\n",
"# Openlayer env variables\n",
"os.environ[\"OPENLAYER_API_KEY\"] = \"-QfWTgH1NcHyBofvHr_Cm5huswkowJpJ\"\n",
"os.environ[\"OPENLAYER_PROJECT_NAME\"] = \"test1\" "
"os.environ[\"OPENLAYER_API_KEY\"] = \"YOUR_OPENLAYER_API_KEY_HERE\"\n",
"os.environ[\"OPENLAYER_PROJECT_NAME\"] = \"YOUR_PROJECT_NAME_HERE\" "
]
},
{
Expand All @@ -131,16 +59,11 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": null,
"id": "e60584fa",
"metadata": {},
"outputs": [],
"source": [
"import openlayer\n",
"\n",
"openlayer.api.STORAGE = openlayer.api.StorageType.ONPREM\n",
"openlayer.api.OPENLAYER_ENDPOINT = \"http://localhost:8080/v1\"\n",
"\n",
"from openlayer import llm_monitors\n",
"\n",
"openai_client = openai.OpenAI()\n",
Expand All @@ -157,20 +80,10 @@
},
{
"cell_type": "code",
"execution_count": 7,
"execution_count": null,
"id": "2cb5ce9b",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"All the calls to OpenAI models are now being monitored!\n",
"Furthermore, since `publish` was set to True, the data is being published to your 'test1' Openlayer project.\n",
"To stop monitoring, call the `stop_monitoring` method.\n"
]
}
],
"outputs": [],
"source": [
"openai_monitor.start_monitoring()"
]
Expand All @@ -185,7 +98,7 @@
},
{
"cell_type": "code",
"execution_count": 8,
"execution_count": null,
"id": "e00c1c79",
"metadata": {},
"outputs": [],
Expand All @@ -203,18 +116,10 @@
},
{
"cell_type": "code",
"execution_count": 6,
"execution_count": null,
"id": "f9139f2b",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Monitoring stopped.\n"
]
}
],
"outputs": [],
"source": [
"openai_monitor.stop_monitoring()"
]
Expand Down Expand Up @@ -244,7 +149,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.12"
"version": "3.8.13"
}
},
"nbformat": 4,
Expand Down
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