andras/great-ai
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This commit is contained in:
Andras Schmelczer 2026-10-28 22:53:24 +00:00
commit cf61b38b45
1 changed files with 7062 additions and 267 deletions
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192
docs/tutorial/deploy.ipynb
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@ -27,9 +27,136 @@
},
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"execution_count": 1,
"metadata": {
"execution": {
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"shell.execute_reply": "2026-10-28T22:47:28.221742Z"
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},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;226mEnvironment variable ENVIRONMENT is not set, defaulting to development mode ‼️\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;226mCannot find credentials files, defaulting to using ParallelTinyDbDriver\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;226mThe selected tracing database (ParallelTinyDbDriver) is not recommended for production\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;226mCannot find credentials files, defaulting to using LargeFileLocal\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;39mGreatAI (v0.1.11): configured ✅\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;39m 🔩 tracing_database: ParallelTinyDbDriver\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;39m 🔩 large_file_implementation: LargeFileLocal\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;39m 🔩 is_production: False\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;39m 🔩 should_log_exception_stack: True\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;39m 🔩 prediction_cache_size: 512\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;39m 🔩 dashboard_table_size: 50\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;226mYou still need to check whether you follow all best practices before trusting your deployment.\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;226m> Find out more at https://se-ml.github.io/practices\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;39mFetching cached versions of my-domain-predictor\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;39mLatest version of my-domain-predictor is 0 (from versions: 0)\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;39mFile my-domain-predictor-0 found in cache\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;39mFile my-domain-predictor-0 found in cache\u001b[0m\n"
]
}
],
"source": [
"from great_ai import GreatAI, use_model\n",
"from great_ai.utilities import clean\n",
@ -45,9 +172,36 @@
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"execution_count": 2,
"metadata": {
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"shell.execute_reply": "2026-10-28T22:47:28.234515Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"Trace[str]({'created': '2026-10-28T22:47:28.223376',\n",
" 'exception': None,\n",
" 'feedback': None,\n",
" 'logged_values': { 'arg:sentence:length': 29,\n",
" 'arg:sentence:value': 'Mountains are just big rocks.'},\n",
" 'models': [{'key': 'my-domain-predictor', 'version': 0}],\n",
" 'original_execution_time_ms': 7.958,\n",
" 'output': 'sociology',\n",
" 'tags': ['predict_domain', 'online', 'development'],\n",
" 'trace_id': 'b48540f9-3162-47de-b035-bf11cc4d1581'})"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"predict_domain(\"Mountains are just big rocks.\")"
],
@ -74,9 +228,24 @@
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"execution_count": 3,
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-28T22:47:28.235605Z",
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"iopub.status.idle": "2026-10-28T22:47:28.266237Z",
"shell.execute_reply": "2026-10-28T22:47:28.265852Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"sociology\n"
]
}
],
"source": [
"from fastapi.testclient import TestClient\n",
"\n",
@ -114,15 +283,16 @@
"name": "great-ai-local"
},
"language_info": {
"name": "python",
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3"
"pygments_lexer": "ipython3",
"version": "3.13.5"
}
},
"nbformat": 4,