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1 change: 1 addition & 0 deletions .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -9,3 +9,4 @@ cookbooks/python/openai/data/hotel_invoices/transformed_invoice_json/*
cookbooks/python/openai/data/hotel_invoices/extracted_invoice_json/*
cookbooks/python/openai/data/hotel_invoices/hotel_DB.db
cookbooks/python/openai/hallucination_results.csv
node_modules
29 changes: 13 additions & 16 deletions cookbooks/python/mistralai/evaluation.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -96,14 +96,13 @@
"metadata": {},
"outputs": [],
"source": [
"from mistralai.client import MistralClient\n",
"from mistralai.models.chat_completion import ChatMessage\n",
"from mistralai import Mistral\n",
"\n",
"\n",
"def run_mistral(user_message, model=\"mistral-small\"):\n",
" client = MistralClient(api_key=github_token, endpoint=endpoint)\n",
" messages = [ChatMessage(role=\"user\", content=user_message)]\n",
" chat_response = client.chat(\n",
" client = Mistral(api_key=github_token, server_url=endpoint)\n",
" messages = [{\"role\":\"user\", \"content\":user_message}]\n",
" chat_response = client.chat.complete(\n",
" model=model,\n",
" messages=messages,\n",
" response_format={\"type\": \"json_object\"},\n",
Expand Down Expand Up @@ -221,14 +220,13 @@
"outputs": [],
"source": [
"import os\n",
"from mistralai.client import MistralClient\n",
"from mistralai.models.chat_completion import ChatMessage\n",
"from mistralai import Mistral\n",
"\n",
"\n",
"def run_mistral(user_message, model=\"mistral-small\"):\n",
" client = MistralClient(api_key=github_token, endpoint=endpoint)\n",
" messages = [ChatMessage(role=\"user\", content=user_message)]\n",
" chat_response = client.chat(model=model, messages=messages)\n",
" client = Mistral(api_key=github_token, server_url=endpoint)\n",
" messages = [{\"role\":\"user\", \"content\":user_message}]\n",
" chat_response = client.chat.complete(model=model, messages=messages)\n",
" return chat_response.choices[0].message.content\n",
"\n",
"\n",
Expand Down Expand Up @@ -375,20 +373,19 @@
"outputs": [],
"source": [
"import os\n",
"from mistralai.client import MistralClient\n",
"from mistralai.models.chat_completion import ChatMessage\n",
"from mistralai import Mistral\n",
"\n",
"\n",
"def run_mistral(user_message, model=\"mistral-small\", is_json=False):\n",
" client = MistralClient(api_key=github_token, endpoint=endpoint)\n",
" messages = [ChatMessage(role=\"user\", content=user_message)]\n",
" client = Mistral(api_key=github_token, server_url=endpoint)\n",
" messages = [{\"role\":\"user\", \"content\":user_message}]\n",
"\n",
" if is_json:\n",
" chat_response = client.chat(\n",
" chat_response = client.chat.complete(\n",
" model=model, messages=messages, response_format={\"type\": \"json_object\"}\n",
" )\n",
" else:\n",
" chat_response = client.chat(model=model, messages=messages)\n",
" chat_response = client.chat.complete(model=model, messages=messages)\n",
"\n",
" return chat_response.choices[0].message.content"
]
Expand Down
14 changes: 6 additions & 8 deletions cookbooks/python/mistralai/function_calling.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -190,10 +190,10 @@
"metadata": {},
"outputs": [],
"source": [
"from mistralai.models.chat_completion import ChatMessage\n",
"from mistralai import Mistral\n",
"\n",
"messages = [\n",
" ChatMessage(role=\"user\", content=\"What's the status of my transaction T1001?\")\n",
" {\"role\":\"user\", \"content\":\"What's the status of my transaction T1001?\"}\n",
"]\n"
]
},
Expand All @@ -214,13 +214,11 @@
"metadata": {},
"outputs": [],
"source": [
"from mistralai.client import MistralClient\n",
"\n",
"model = \"mistral-large\"\n",
"\n",
"client = MistralClient(api_key=github_token, endpoint=endpoint)\n",
"client = Mistral(api_key=github_token, server_url=endpoint)\n",
"\n",
"response = client.chat(\n",
"response = client.chat.complete(\n",
" model=model,\n",
" messages=messages,\n",
" tools=tools,\n",
Expand Down Expand Up @@ -294,7 +292,7 @@
"metadata": {},
"outputs": [],
"source": [
"messages.append(ChatMessage(role=\"tool\", name=function_name, content=function_result, tool_call_id=tool_call.id))"
"messages.append({\"role\":\"tool\", \"name\":function_name, \"content\":function_result, \"tool_call_id\":tool_call.id})"
]
},
{
Expand Down Expand Up @@ -324,7 +322,7 @@
"metadata": {},
"outputs": [],
"source": [
"response = client.chat(\n",
"response = client.chat.complete(\n",
" model=model,\n",
" messages=messages\n",
")\n",
Expand Down
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