{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"\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;49m24.0\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.1\u001b[0m\n",
"\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;49mpip install --upgrade pip\u001b[0m\n"
]
}
],
"source": [
"! pip install \"guardrails-ai[api]==0.5.0a9\" -q"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"/Users/calebcourier/Projects/gr-mono/guardrails/docs/.venv/bin/guardrails\n"
]
}
],
"source": [
"! which guardrails"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Installing hub:\u001b[35m/\u001b[0m\u001b[35m/guardrails/\u001b[0m\u001b[95mregex_match...\u001b[0m\n",
"ERROR:guardrails-cli:No module named 'guardrails.hub.guardrails.regex_match'\n"
]
}
],
"source": [
"! guardrails hub install hub://guardrails/regex_match --quiet"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# Run this in a terminal\n",
"# guardrails start --config=./data/config.py"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"http://localhost:8000\n"
]
}
],
"source": [
"import os\n",
"\n",
"os.environ[\"GUARDRAILS_BASE_URL\"] = \"http://localhost:8000\"\n",
"\n",
"\n",
"print(os.environ.get(\"GUARDRAILS_BASE_URL\"))"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"ValidationOutcome(\n",
" call_id='14555109792',\n",
" raw_llm_output='Guardrails AI',\n",
" validation_summaries=[],\n",
" validated_output='Guardrails AI',\n",
" reask=None,\n",
" validation_passed=True,\n",
" error=None\n",
")\n",
"\n"
],
"text/plain": [
"\u001b[1;35mValidationOutcome\u001b[0m\u001b[1m(\u001b[0m\n",
" \u001b[33mcall_id\u001b[0m=\u001b[32m'14555109792'\u001b[0m,\n",
" \u001b[33mraw_llm_output\u001b[0m=\u001b[32m'Guardrails AI'\u001b[0m,\n",
" \u001b[33mvalidation_summaries\u001b[0m=\u001b[1m[\u001b[0m\u001b[1m]\u001b[0m,\n",
" \u001b[33mvalidated_output\u001b[0m=\u001b[32m'Guardrails AI'\u001b[0m,\n",
" \u001b[33mreask\u001b[0m=\u001b[3;35mNone\u001b[0m,\n",
" \u001b[33mvalidation_passed\u001b[0m=\u001b[3;92mTrue\u001b[0m,\n",
" \u001b[33merror\u001b[0m=\u001b[3;35mNone\u001b[0m\n",
"\u001b[1m)\u001b[0m\n"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import logging\n",
"from rich import print\n",
"from guardrails import configure_logging\n",
"from guardrails import Guard, settings\n",
"\n",
"settings.use_server = True\n",
"configure_logging(None, log_level=logging.DEBUG)\n",
"\n",
"name_case = Guard(name=\"name-case\")\n",
"\n",
"response = name_case.parse(llm_output=\"Guardrails AI\")\n",
"\n",
"print(response)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"[\n",
" Call(\n",
" id='14416771056',\n",
" iterations=[\n",
" Iteration(\n",
" id='14545443632',\n",
" index=0,\n",
" call_id='14416771056',\n",
" inputs=Inputs(\n",
" llm_api=None,\n",
" llm_output='Guardrails AI',\n",
" instructions=None,\n",
" prompt=None,\n",
" messages=None,\n",
" msg_history=None,\n",
" prompt_params={},\n",
" num_reasks=0,\n",
" metadata={},\n",
" full_schema_reask=False,\n",
" stream=False\n",
" ),\n",
" outputs=Outputs(\n",
" llm_response_info=LLMResponse(\n",
" prompt_token_count=None,\n",
" response_token_count=None,\n",
" output='Guardrails AI',\n",
" stream_output=None,\n",
" async_stream_output=None\n",
" ),\n",
" raw_output=None,\n",
" parsed_output='Guardrails AI',\n",
" validation_response='Guardrails AI',\n",
" guarded_output='Guardrails AI',\n",
" reasks=[],\n",
" validator_logs=[\n",
" ValidatorLogs(\n",
" validator_name='RegexMatch',\n",
" registered_name='guardrails/regex_match',\n",
" instance_id=6127616944,\n",
" property_path='$',\n",
" value_before_validation='Guardrails AI',\n",
" value_after_validation='Guardrails AI',\n",
" validation_result=PassResult(\n",
" outcome='pass',\n",
" value_override=<class \n",
"'guardrails.classes.validation.validation_result.PassResult.ValueOverrideSentinel'>,\n",
" metadata=None,\n",
" validated_chunk=None\n",
" ),\n",
" start_time=datetime.datetime(2024, 10, 10, 14, 24, 31, 706666),\n",
" end_time=datetime.datetime(2024, 10, 10, 14, 24, 31, 790514)\n",
" )\n",
" ],\n",
" error=None,\n",
" exception=None\n",
" )\n",
" )\n",
" ],\n",
" inputs=CallInputs(\n",
" llm_api=None,\n",
" llm_output=None,\n",
" instructions=None,\n",
" prompt=None,\n",
" msg_history=None,\n",
" messages=None,\n",
" prompt_params={},\n",
" num_reasks=0,\n",
" metadata={},\n",
" full_schema_reask=False,\n",
" stream=False,\n",
" args=[],\n",
" kwargs={'api_key': '****************************************************EnZS'}\n",
" ),\n",
" exception=None\n",
" ),\n",
" Call(\n",
" id='14555105232',\n",
" iterations=[\n",
" Iteration(\n",
" id='14555107312',\n",
" index=0,\n",
" call_id='14555105232',\n",
" inputs=Inputs(\n",
" llm_api=None,\n",
" llm_output='Guardrails AI',\n",
" instructions=None,\n",
" prompt=None,\n",
" messages=None,\n",
" msg_history=None,\n",
" prompt_params={},\n",
" num_reasks=0,\n",
" metadata={},\n",
" full_schema_reask=False,\n",
" stream=False\n",
" ),\n",
" outputs=Outputs(\n",
" llm_response_info=LLMResponse(\n",
" prompt_token_count=None,\n",
" response_token_count=None,\n",
" output='Guardrails AI',\n",
" stream_output=None,\n",
" async_stream_output=None\n",
" ),\n",
" raw_output=None,\n",
" parsed_output='Guardrails AI',\n",
" validation_response='Guardrails AI',\n",
" guarded_output='Guardrails AI',\n",
" reasks=[],\n",
" validator_logs=[\n",
" ValidatorLogs(\n",
" validator_name='RegexMatch',\n",
" registered_name='guardrails/regex_match',\n",
" instance_id=6127616944,\n",
" property_path='$',\n",
" value_before_validation='Guardrails AI',\n",
" value_after_validation='Guardrails AI',\n",
" validation_result=PassResult(\n",
" outcome='pass',\n",
" value_override=<class \n",
"'guardrails.classes.validation.validation_result.PassResult.ValueOverrideSentinel'>,\n",
" metadata=None,\n",
" validated_chunk=None\n",
" ),\n",
" start_time=datetime.datetime(2024, 10, 10, 14, 24, 41, 134226),\n",
" end_time=datetime.datetime(2024, 10, 10, 14, 24, 41, 204882)\n",
" )\n",
" ],\n",
" error=None,\n",
" exception=None\n",
" )\n",
" )\n",
" ],\n",
" inputs=CallInputs(\n",
" llm_api=None,\n",
" llm_output=None,\n",
" instructions=None,\n",
" prompt=None,\n",
" msg_history=None,\n",
" messages=None,\n",
" prompt_params={},\n",
" num_reasks=0,\n",
" metadata={},\n",
" full_schema_reask=False,\n",
" stream=False,\n",
" args=[],\n",
" kwargs={'api_key': '****************************************************EnZS'}\n",
" ),\n",
" exception=None\n",
" ),\n",
" Call(\n",
" id='14555109792',\n",
" iterations=[\n",
" Iteration(\n",
" id='14555110912',\n",
" index=0,\n",
" call_id='14555109792',\n",
" inputs=Inputs(\n",
" llm_api=None,\n",
" llm_output='Guardrails AI',\n",
" instructions=None,\n",
" prompt=None,\n",
" messages=None,\n",
" msg_history=None,\n",
" prompt_params={},\n",
" num_reasks=0,\n",
" metadata={},\n",
" full_schema_reask=False,\n",
" stream=False\n",
" ),\n",
" outputs=Outputs(\n",
" llm_response_info=LLMResponse(\n",
" prompt_token_count=None,\n",
" response_token_count=None,\n",
" output='Guardrails AI',\n",
" stream_output=None,\n",
" async_stream_output=None\n",
" ),\n",
" raw_output=None,\n",
" parsed_output='Guardrails AI',\n",
" validation_response='Guardrails AI',\n",
" guarded_output='Guardrails AI',\n",
" reasks=[],\n",
" validator_logs=[\n",
" ValidatorLogs(\n",
" validator_name='RegexMatch',\n",
" registered_name='guardrails/regex_match',\n",
" instance_id=6127616944,\n",
" property_path='$',\n",
" value_before_validation='Guardrails AI',\n",
" value_after_validation='Guardrails AI',\n",
" validation_result=PassResult(\n",
" outcome='pass',\n",
" value_override=<class \n",
"'guardrails.classes.validation.validation_result.PassResult.ValueOverrideSentinel'>,\n",
" metadata=None,\n",
" validated_chunk=None\n",
" ),\n",
" start_time=datetime.datetime(2024, 10, 10, 14, 25, 46, 566512),\n",
" end_time=datetime.datetime(2024, 10, 10, 14, 25, 46, 637393)\n",
" )\n",
" ],\n",
" error=None,\n",
" exception=None\n",
" )\n",
" )\n",
" ],\n",
" inputs=CallInputs(\n",
" llm_api=None,\n",
" llm_output=None,\n",
" instructions=None,\n",
" prompt=None,\n",
" msg_history=None,\n",
" messages=None,\n",
" prompt_params={},\n",
" num_reasks=0,\n",
" metadata={},\n",
" full_schema_reask=False,\n",
" stream=False,\n",
" args=[],\n",
" kwargs={'api_key': '****************************************************EnZS'}\n",
" ),\n",
" exception=None\n",
" )\n",
"]\n",
"\n"
],
"text/plain": [
"\u001b[1m[\u001b[0m\n",
" \u001b[1;35mCall\u001b[0m\u001b[1m(\u001b[0m\n",
" \u001b[33mid\u001b[0m=\u001b[32m'14416771056'\u001b[0m,\n",
" \u001b[33miterations\u001b[0m=\u001b[1m[\u001b[0m\n",
" \u001b[1;35mIteration\u001b[0m\u001b[1m(\u001b[0m\n",
" \u001b[33mid\u001b[0m=\u001b[32m'14545443632'\u001b[0m,\n",
" \u001b[33mindex\u001b[0m=\u001b[1;36m0\u001b[0m,\n",
" \u001b[33mcall_id\u001b[0m=\u001b[32m'14416771056'\u001b[0m,\n",
" \u001b[33minputs\u001b[0m=\u001b[1;35mInputs\u001b[0m\u001b[1m(\u001b[0m\n",
" \u001b[33mllm_api\u001b[0m=\u001b[3;35mNone\u001b[0m,\n",
" \u001b[33mllm_output\u001b[0m=\u001b[32m'Guardrails AI'\u001b[0m,\n",
" \u001b[33minstructions\u001b[0m=\u001b[3;35mNone\u001b[0m,\n",
" \u001b[33mprompt\u001b[0m=\u001b[3;35mNone\u001b[0m,\n",
" \u001b[33mmessages\u001b[0m=\u001b[3;35mNone\u001b[0m,\n",
" \u001b[33mmsg_history\u001b[0m=\u001b[3;35mNone\u001b[0m,\n",
" \u001b[33mprompt_params\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m,\n",
" \u001b[33mnum_reasks\u001b[0m=\u001b[1;36m0\u001b[0m,\n",
" \u001b[33mmetadata\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m,\n",
" \u001b[33mfull_schema_reask\u001b[0m=\u001b[3;91mFalse\u001b[0m,\n",
" \u001b[33mstream\u001b[0m=\u001b[3;91mFalse\u001b[0m\n",
" \u001b[1m)\u001b[0m,\n",
" \u001b[33moutputs\u001b[0m=\u001b[1;35mOutputs\u001b[0m\u001b[1m(\u001b[0m\n",
" \u001b[33mllm_response_info\u001b[0m=\u001b[1;35mLLMResponse\u001b[0m\u001b[1m(\u001b[0m\n",
" \u001b[33mprompt_token_count\u001b[0m=\u001b[3;35mNone\u001b[0m,\n",
" \u001b[33mresponse_token_count\u001b[0m=\u001b[3;35mNone\u001b[0m,\n",
" \u001b[33moutput\u001b[0m=\u001b[32m'Guardrails AI'\u001b[0m,\n",
" \u001b[33mstream_output\u001b[0m=\u001b[3;35mNone\u001b[0m,\n",
" \u001b[33masync_stream_output\u001b[0m=\u001b[3;35mNone\u001b[0m\n",
" \u001b[1m)\u001b[0m,\n",
" \u001b[33mraw_output\u001b[0m=\u001b[3;35mNone\u001b[0m,\n",
" \u001b[33mparsed_output\u001b[0m=\u001b[32m'Guardrails AI'\u001b[0m,\n",
" \u001b[33mvalidation_response\u001b[0m=\u001b[32m'Guardrails AI'\u001b[0m,\n",
" \u001b[33mguarded_output\u001b[0m=\u001b[32m'Guardrails AI'\u001b[0m,\n",
" \u001b[33mreasks\u001b[0m=\u001b[1m[\u001b[0m\u001b[1m]\u001b[0m,\n",
" \u001b[33mvalidator_logs\u001b[0m=\u001b[1m[\u001b[0m\n",
" \u001b[1;35mValidatorLogs\u001b[0m\u001b[1m(\u001b[0m\n",
" \u001b[33mvalidator_name\u001b[0m=\u001b[32m'RegexMatch'\u001b[0m,\n",
" \u001b[33mregistered_name\u001b[0m=\u001b[32m'guardrails/regex_match'\u001b[0m,\n",
" \u001b[33minstance_id\u001b[0m=\u001b[1;36m6127616944\u001b[0m,\n",
" \u001b[33mproperty_path\u001b[0m=\u001b[32m'$'\u001b[0m,\n",
" \u001b[33mvalue_before_validation\u001b[0m=\u001b[32m'Guardrails AI'\u001b[0m,\n",
" \u001b[33mvalue_after_validation\u001b[0m=\u001b[32m'Guardrails AI'\u001b[0m,\n",
" \u001b[33mvalidation_result\u001b[0m=\u001b[1;35mPassResult\u001b[0m\u001b[1m(\u001b[0m\n",
" \u001b[33moutcome\u001b[0m=\u001b[32m'pass'\u001b[0m,\n",
" \u001b[33mvalue_override\u001b[0m=\u001b[1m<\u001b[0m\u001b[1;95mclass\u001b[0m\u001b[39m \u001b[0m\n",
"\u001b[32m'guardrails.classes.validation.validation_result.PassResult.ValueOverrideSentinel'\u001b[0m\u001b[39m>,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mmetadata\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mvalidated_chunk\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mstart_time\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mdatetime\u001b[0m\u001b[1;35m.datetime\u001b[0m\u001b[1;39m(\u001b[0m\u001b[1;36m2024\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m10\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m10\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m14\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m24\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m31\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m706666\u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mend_time\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mdatetime\u001b[0m\u001b[1;35m.datetime\u001b[0m\u001b[1;39m(\u001b[0m\u001b[1;36m2024\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m10\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m10\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m14\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m24\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m31\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m790514\u001b[0m\u001b[1;39m)\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33merror\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mexception\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33minputs\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mCallInputs\u001b[0m\u001b[1;39m(\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mllm_api\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mllm_output\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33minstructions\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mprompt\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mmsg_history\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mmessages\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mprompt_params\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m{\u001b[0m\u001b[1;39m}\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mnum_reasks\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m0\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mmetadata\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m{\u001b[0m\u001b[1;39m}\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mfull_schema_reask\u001b[0m\u001b[39m=\u001b[0m\u001b[3;91mFalse\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mstream\u001b[0m\u001b[39m=\u001b[0m\u001b[3;91mFalse\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33margs\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mkwargs\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m{\u001b[0m\u001b[32m'api_key'\u001b[0m\u001b[39m: \u001b[0m\u001b[32m'****************************************************EnZS'\u001b[0m\u001b[1;39m}\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mexception\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;35mCall\u001b[0m\u001b[1;39m(\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mid\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'14555105232'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33miterations\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;35mIteration\u001b[0m\u001b[1;39m(\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mid\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'14555107312'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mindex\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m0\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mcall_id\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'14555105232'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33minputs\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mInputs\u001b[0m\u001b[1;39m(\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mllm_api\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mllm_output\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'Guardrails AI'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33minstructions\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mprompt\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mmessages\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mmsg_history\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mprompt_params\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m{\u001b[0m\u001b[1;39m}\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mnum_reasks\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m0\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mmetadata\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m{\u001b[0m\u001b[1;39m}\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mfull_schema_reask\u001b[0m\u001b[39m=\u001b[0m\u001b[3;91mFalse\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mstream\u001b[0m\u001b[39m=\u001b[0m\u001b[3;91mFalse\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33moutputs\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mOutputs\u001b[0m\u001b[1;39m(\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mllm_response_info\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mLLMResponse\u001b[0m\u001b[1;39m(\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mprompt_token_count\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mresponse_token_count\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33moutput\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'Guardrails AI'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mstream_output\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33masync_stream_output\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mraw_output\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mparsed_output\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'Guardrails AI'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mvalidation_response\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'Guardrails AI'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mguarded_output\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'Guardrails AI'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mreasks\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mvalidator_logs\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;35mValidatorLogs\u001b[0m\u001b[1;39m(\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mvalidator_name\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'RegexMatch'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mregistered_name\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'guardrails/regex_match'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33minstance_id\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m6127616944\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mproperty_path\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'$'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mvalue_before_validation\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'Guardrails AI'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mvalue_after_validation\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'Guardrails AI'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mvalidation_result\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mPassResult\u001b[0m\u001b[1;39m(\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33moutcome\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'pass'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mvalue_override\u001b[0m\u001b[39m=,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mmetadata\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mvalidated_chunk\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mstart_time\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mdatetime\u001b[0m\u001b[1;35m.datetime\u001b[0m\u001b[1;39m(\u001b[0m\u001b[1;36m2024\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m10\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m10\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m14\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m24\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m41\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m134226\u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mend_time\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mdatetime\u001b[0m\u001b[1;35m.datetime\u001b[0m\u001b[1;39m(\u001b[0m\u001b[1;36m2024\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m10\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m10\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m14\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m24\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m41\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m204882\u001b[0m\u001b[1;39m)\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33merror\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mexception\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33minputs\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mCallInputs\u001b[0m\u001b[1;39m(\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mllm_api\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mllm_output\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33minstructions\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mprompt\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mmsg_history\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mmessages\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mprompt_params\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m{\u001b[0m\u001b[1;39m}\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mnum_reasks\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m0\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mmetadata\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m{\u001b[0m\u001b[1;39m}\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mfull_schema_reask\u001b[0m\u001b[39m=\u001b[0m\u001b[3;91mFalse\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mstream\u001b[0m\u001b[39m=\u001b[0m\u001b[3;91mFalse\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33margs\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mkwargs\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m{\u001b[0m\u001b[32m'api_key'\u001b[0m\u001b[39m: \u001b[0m\u001b[32m'****************************************************EnZS'\u001b[0m\u001b[1;39m}\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mexception\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;35mCall\u001b[0m\u001b[1;39m(\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mid\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'14555109792'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33miterations\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;35mIteration\u001b[0m\u001b[1;39m(\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mid\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'14555110912'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mindex\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m0\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mcall_id\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'14555109792'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33minputs\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mInputs\u001b[0m\u001b[1;39m(\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mllm_api\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mllm_output\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'Guardrails AI'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33minstructions\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mprompt\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mmessages\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mmsg_history\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mprompt_params\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m{\u001b[0m\u001b[1;39m}\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mnum_reasks\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m0\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mmetadata\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m{\u001b[0m\u001b[1;39m}\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mfull_schema_reask\u001b[0m\u001b[39m=\u001b[0m\u001b[3;91mFalse\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mstream\u001b[0m\u001b[39m=\u001b[0m\u001b[3;91mFalse\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33moutputs\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mOutputs\u001b[0m\u001b[1;39m(\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mllm_response_info\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mLLMResponse\u001b[0m\u001b[1;39m(\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mprompt_token_count\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mresponse_token_count\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33moutput\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'Guardrails AI'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mstream_output\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33masync_stream_output\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mraw_output\u001b[0m\u001b[39m=\u001b[0m\u001b[3;35mNone\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mparsed_output\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'Guardrails AI'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mvalidation_response\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'Guardrails AI'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mguarded_output\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'Guardrails AI'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mreasks\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mvalidator_logs\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;35mValidatorLogs\u001b[0m\u001b[1;39m(\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mvalidator_name\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'RegexMatch'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mregistered_name\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'guardrails/regex_match'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33minstance_id\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m6127616944\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mproperty_path\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'$'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mvalue_before_validation\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'Guardrails AI'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mvalue_after_validation\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'Guardrails AI'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mvalidation_result\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mPassResult\u001b[0m\u001b[1;39m(\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33moutcome\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'pass'\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mvalue_override\u001b[0m\u001b[39m=\u001b[0m,\n",
" \u001b[33mmetadata\u001b[0m=\u001b[3;35mNone\u001b[0m,\n",
" \u001b[33mvalidated_chunk\u001b[0m=\u001b[3;35mNone\u001b[0m\n",
" \u001b[1m)\u001b[0m,\n",
" \u001b[33mstart_time\u001b[0m=\u001b[1;35mdatetime\u001b[0m\u001b[1;35m.datetime\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m2024\u001b[0m, \u001b[1;36m10\u001b[0m, \u001b[1;36m10\u001b[0m, \u001b[1;36m14\u001b[0m, \u001b[1;36m25\u001b[0m, \u001b[1;36m46\u001b[0m, \u001b[1;36m566512\u001b[0m\u001b[1m)\u001b[0m,\n",
" \u001b[33mend_time\u001b[0m=\u001b[1;35mdatetime\u001b[0m\u001b[1;35m.datetime\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m2024\u001b[0m, \u001b[1;36m10\u001b[0m, \u001b[1;36m10\u001b[0m, \u001b[1;36m14\u001b[0m, \u001b[1;36m25\u001b[0m, \u001b[1;36m46\u001b[0m, \u001b[1;36m637393\u001b[0m\u001b[1m)\u001b[0m\n",
" \u001b[1m)\u001b[0m\n",
" \u001b[1m]\u001b[0m,\n",
" \u001b[33merror\u001b[0m=\u001b[3;35mNone\u001b[0m,\n",
" \u001b[33mexception\u001b[0m=\u001b[3;35mNone\u001b[0m\n",
" \u001b[1m)\u001b[0m\n",
" \u001b[1m)\u001b[0m\n",
" \u001b[1m]\u001b[0m,\n",
" \u001b[33minputs\u001b[0m=\u001b[1;35mCallInputs\u001b[0m\u001b[1m(\u001b[0m\n",
" \u001b[33mllm_api\u001b[0m=\u001b[3;35mNone\u001b[0m,\n",
" \u001b[33mllm_output\u001b[0m=\u001b[3;35mNone\u001b[0m,\n",
" \u001b[33minstructions\u001b[0m=\u001b[3;35mNone\u001b[0m,\n",
" \u001b[33mprompt\u001b[0m=\u001b[3;35mNone\u001b[0m,\n",
" \u001b[33mmsg_history\u001b[0m=\u001b[3;35mNone\u001b[0m,\n",
" \u001b[33mmessages\u001b[0m=\u001b[3;35mNone\u001b[0m,\n",
" \u001b[33mprompt_params\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m,\n",
" \u001b[33mnum_reasks\u001b[0m=\u001b[1;36m0\u001b[0m,\n",
" \u001b[33mmetadata\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m,\n",
" \u001b[33mfull_schema_reask\u001b[0m=\u001b[3;91mFalse\u001b[0m,\n",
" \u001b[33mstream\u001b[0m=\u001b[3;91mFalse\u001b[0m,\n",
" \u001b[33margs\u001b[0m=\u001b[1m[\u001b[0m\u001b[1m]\u001b[0m,\n",
" \u001b[33mkwargs\u001b[0m=\u001b[1m{\u001b[0m\u001b[32m'api_key'\u001b[0m: \u001b[32m'****************************************************EnZS'\u001b[0m\u001b[1m}\u001b[0m\n",
" \u001b[1m)\u001b[0m,\n",
" \u001b[33mexception\u001b[0m=\u001b[3;35mNone\u001b[0m\n",
" \u001b[1m)\u001b[0m\n",
"\u001b[1m]\u001b[0m\n"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"print(name_case.history)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "litellm",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.3"
}
},
"nbformat": 4,
"nbformat_minor": 2
}