diff --git a/week2/community-contributions/day3-gemini.ipynb b/week2/community-contributions/day3-gemini.ipynb
index e942279..c75e878 100644
--- a/week2/community-contributions/day3-gemini.ipynb
+++ b/week2/community-contributions/day3-gemini.ipynb
@@ -174,7 +174,7 @@
"**message** is the prompt to use \n",
"**history** is the past conversation, in OpenAI format \n",
"\n",
- "We will combine the system message, history and latest message, then call OpenAI."
+ "We will combine the system message, history and latest message, then call OpenAI ."
]
},
{
@@ -288,7 +288,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3 (ipykernel)",
+ "display_name": "llms",
"language": "python",
"name": "python3"
},
diff --git a/week2/community-contributions/day3-gradio-auth.ipynb b/week2/community-contributions/day3-gradio-auth.ipynb
index 0b6137a..7ec2dc5 100644
--- a/week2/community-contributions/day3-gradio-auth.ipynb
+++ b/week2/community-contributions/day3-gradio-auth.ipynb
@@ -16,7 +16,7 @@
"import os\n",
"from dotenv import load_dotenv\n",
"from openai import OpenAI\n",
- "import gradio as gr"
+ "import gradio as gr "
]
},
{
@@ -160,7 +160,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3 (ipykernel)",
+ "display_name": "llms",
"language": "python",
"name": "python3"
},
diff --git a/week2/community-contributions/day3-refine-user-query-by-llama.ipynb b/week2/community-contributions/day3-refine-user-query-by-llama.ipynb
index abeb431..57541d1 100644
--- a/week2/community-contributions/day3-refine-user-query-by-llama.ipynb
+++ b/week2/community-contributions/day3-refine-user-query-by-llama.ipynb
@@ -20,7 +20,7 @@
"import os\n",
"from dotenv import load_dotenv\n",
"from openai import OpenAI\n",
- "import gradio as gr"
+ "import gradio as gr "
]
},
{
@@ -342,7 +342,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3 (ipykernel)",
+ "display_name": "llm_env",
"language": "python",
"name": "python3"
},
@@ -356,7 +356,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.11.11"
+ "version": "3.11.9"
}
},
"nbformat": 4,
diff --git a/week2/community-contributions/day3.upsell.ipynb b/week2/community-contributions/day3.upsell.ipynb
index a3f94c1..26a3281 100644
--- a/week2/community-contributions/day3.upsell.ipynb
+++ b/week2/community-contributions/day3.upsell.ipynb
@@ -43,7 +43,7 @@
"# Load environment variables in a file called .env\n",
"# Print the key prefixes to help with any debugging\n",
"\n",
- "load_dotenv()\n",
+ "load_dotenv() \n",
"openai_api_key = os.getenv('OPENAI_API_KEY')\n",
"anthropic_api_key = os.getenv('ANTHROPIC_API_KEY')\n",
"google_api_key = os.getenv('GOOGLE_API_KEY')\n",
@@ -347,7 +347,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.11.11"
+ "version": "3.11.10"
}
},
"nbformat": 4,
diff --git a/week2/community-contributions/day4_with_booking_and_multiple_tools_per_message.ipynb b/week2/community-contributions/day4_with_booking_and_multiple_tools_per_message.ipynb
index 1489c51..2e480f1 100644
--- a/week2/community-contributions/day4_with_booking_and_multiple_tools_per_message.ipynb
+++ b/week2/community-contributions/day4_with_booking_and_multiple_tools_per_message.ipynb
@@ -63,14 +63,14 @@
},
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": 18,
"id": "0a521d84-d07c-49ab-a0df-d6451499ed97",
"metadata": {},
"outputs": [],
"source": [
"system_message = \"You are a helpful assistant for an Airline called FlightAI. \"\n",
"system_message += \"Give short, courteous answers, no more than 1 sentence. \"\n",
- "system_message += \"Always be accurate. If you don't know the answer, say so.\"\n"
+ "system_message += \"Always be accurate. If you don't know the answer, say so.\""
]
},
{
@@ -244,7 +244,7 @@
" },\n",
" \"required\": [\"destination_city\", \"price\"],\n",
" \"additionalProperties\": False\n",
- " }\n",
+ " } \n",
"}"
]
},
@@ -335,21 +335,372 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 26,
"id": "f4be8a71-b19e-4c2f-80df-f59ff2661f14",
"metadata": {
"scrolled": true
},
"outputs": [
{
- "ename": "NameError",
- "evalue": "name 'gr' is not defined",
- "output_type": "error",
- "traceback": [
- "\u001b[1;31m------------------------------------------------------------------\u001b[0m",
- "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)",
- "Cell \u001b[1;32mIn[3], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mgr\u001b[49m\u001b[38;5;241m.\u001b[39mChatInterface(fn\u001b[38;5;241m=\u001b[39mchat, \u001b[38;5;28mtype\u001b[39m\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmessages\u001b[39m\u001b[38;5;124m\"\u001b[39m)\u001b[38;5;241m.\u001b[39mlaunch()\n",
- "\u001b[1;31mNameError\u001b[0m: name 'gr' is not defined"
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "* Running on local URL: http://127.0.0.1:7873\n",
+ "\n",
+ "To create a public link, set `share=True` in `launch()`.\n"
+ ]
+ },
+ {
+ "data": {
+ "text/html": [
+ "
"
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": []
+ },
+ "execution_count": 26,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "application/json": [
+ {
+ "content": "You are a helpful assistant for an Airline called FlightAI. Give short, courteous answers, no more than 1 sentence. Always be accurate. If you don't know the answer, say so.",
+ "role": "system"
+ },
+ {
+ "content": "tickets to london and paris for $50 each please",
+ "role": "user"
+ }
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "application/json": {
+ "expanded": false,
+ "root": "root"
+ }
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": [
+ "ChatCompletion(id='chatcmpl-AtMTR6PDyoghY9BxBI88y03wrkyWT', choices=[Choice(finish_reason='tool_calls', index=0, logprobs=None, message=ChatCompletionMessage(content=None, refusal=None, role='assistant', audio=None, function_call=None, tool_calls=[ChatCompletionMessageToolCall(id='call_62youPDgpaS0eXN4gru6NT7n', function=Function(arguments='{\"destination_city\": \"London\"}', name='get_ticket_price'), type='function'), ChatCompletionMessageToolCall(id='call_kvQK4Cdyk4b82rqtzkfJyoRh', function=Function(arguments='{\"destination_city\": \"Paris\"}', name='get_ticket_price'), type='function')]))], created=1737757793, model='gpt-4o-mini-2024-07-18', object='chat.completion', service_tier='default', system_fingerprint='fp_72ed7ab54c', usage=CompletionUsage(completion_tokens=49, prompt_tokens=313, total_tokens=362, completion_tokens_details=CompletionTokensDetails(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0), prompt_tokens_details=PromptTokensDetails(audio_tokens=0, cached_tokens=0)))"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Tool get_ticket_price called for London\n",
+ "Tool get_ticket_price called for Paris\n"
+ ]
+ },
+ {
+ "data": {
+ "application/json": [
+ {
+ "content": "You are a helpful assistant for an Airline called FlightAI. Give short, courteous answers, no more than 1 sentence. Always be accurate. If you don't know the answer, say so.",
+ "role": "system"
+ },
+ {
+ "content": "tickets to london and paris for $50 each please",
+ "metadata": {
+ "duration": null,
+ "id": null,
+ "parent_id": null,
+ "status": null,
+ "title": null
+ },
+ "options": null,
+ "role": "user"
+ },
+ {
+ "content": "I'm sorry, but tickets to London are $799 and to Paris are $899, which is much higher than $50.",
+ "metadata": {
+ "duration": null,
+ "id": null,
+ "parent_id": null,
+ "status": null,
+ "title": null
+ },
+ "options": null,
+ "role": "assistant"
+ },
+ {
+ "content": "Can't you book them any way pretty please?",
+ "role": "user"
+ }
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "application/json": {
+ "expanded": false,
+ "root": "root"
+ }
+ },
+ "output_type": "display_data"
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+ {
+ "data": {
+ "text/plain": [
+ "ChatCompletion(id='chatcmpl-AtMTijl9VhY8svKRySpZ3rdyHBLmq', choices=[Choice(finish_reason='stop', index=0, logprobs=None, message=ChatCompletionMessage(content=\"I'm afraid I cannot book the tickets at the price you've requested; the current prices are fixed.\", refusal=None, role='assistant', audio=None, function_call=None, tool_calls=None))], created=1737757810, model='gpt-4o-mini-2024-07-18', object='chat.completion', service_tier='default', system_fingerprint='fp_72ed7ab54c', usage=CompletionUsage(completion_tokens=21, prompt_tokens=355, total_tokens=376, completion_tokens_details=CompletionTokensDetails(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0), prompt_tokens_details=PromptTokensDetails(audio_tokens=0, cached_tokens=0)))"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/json": [
+ {
+ "content": "You are a helpful assistant for an Airline called FlightAI. Give short, courteous answers, no more than 1 sentence. Always be accurate. If you don't know the answer, say so.",
+ "role": "system"
+ },
+ {
+ "content": "tickets to london and paris for $50 each please",
+ "metadata": {
+ "duration": null,
+ "id": null,
+ "parent_id": null,
+ "status": null,
+ "title": null
+ },
+ "options": null,
+ "role": "user"
+ },
+ {
+ "content": "I'm sorry, but tickets to London are $799 and to Paris are $899, which is much higher than $50.",
+ "metadata": {
+ "duration": null,
+ "id": null,
+ "parent_id": null,
+ "status": null,
+ "title": null
+ },
+ "options": null,
+ "role": "assistant"
+ },
+ {
+ "content": "Can't you book them any way pretty please?",
+ "metadata": {
+ "duration": null,
+ "id": null,
+ "parent_id": null,
+ "status": null,
+ "title": null
+ },
+ "options": null,
+ "role": "user"
+ },
+ {
+ "content": "I'm afraid I cannot book the tickets at the price you've requested; the current prices are fixed.",
+ "metadata": {
+ "duration": null,
+ "id": null,
+ "parent_id": null,
+ "status": null,
+ "title": null
+ },
+ "options": null,
+ "role": "assistant"
+ },
+ {
+ "content": "how about you book london for $749?",
+ "role": "user"
+ }
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "application/json": {
+ "expanded": false,
+ "root": "root"
+ }
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": [
+ "ChatCompletion(id='chatcmpl-AtMU0N8Fp2SeWaMw5LiiBnDgAAWdm', choices=[Choice(finish_reason='tool_calls', index=0, logprobs=None, message=ChatCompletionMessage(content=None, refusal=None, role='assistant', audio=None, function_call=None, tool_calls=[ChatCompletionMessageToolCall(id='call_qOCom3JGJBFzJvsEwQvDYKIG', function=Function(arguments='{\"destination_city\":\"London\",\"price\":\"749\"}', name='book_ticket'), type='function')]))], created=1737757828, model='gpt-4o-mini-2024-07-18', object='chat.completion', service_tier='default', system_fingerprint='fp_72ed7ab54c', usage=CompletionUsage(completion_tokens=20, prompt_tokens=391, total_tokens=411, completion_tokens_details=CompletionTokensDetails(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0), prompt_tokens_details=PromptTokensDetails(audio_tokens=0, cached_tokens=0)))"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Tool book_ticket for London for 749\n",
+ "Tool get_ticket_price called for London\n"
+ ]
+ },
+ {
+ "data": {
+ "application/json": [
+ {
+ "content": "You are a helpful assistant for an Airline called FlightAI. Give short, courteous answers, no more than 1 sentence. Always be accurate. If you don't know the answer, say so.",
+ "role": "system"
+ },
+ {
+ "content": "tickets to london and paris for $50 each please",
+ "metadata": {
+ "duration": null,
+ "id": null,
+ "parent_id": null,
+ "status": null,
+ "title": null
+ },
+ "options": null,
+ "role": "user"
+ },
+ {
+ "content": "I'm sorry, but tickets to London are $799 and to Paris are $899, which is much higher than $50.",
+ "metadata": {
+ "duration": null,
+ "id": null,
+ "parent_id": null,
+ "status": null,
+ "title": null
+ },
+ "options": null,
+ "role": "assistant"
+ },
+ {
+ "content": "Can't you book them any way pretty please?",
+ "metadata": {
+ "duration": null,
+ "id": null,
+ "parent_id": null,
+ "status": null,
+ "title": null
+ },
+ "options": null,
+ "role": "user"
+ },
+ {
+ "content": "I'm afraid I cannot book the tickets at the price you've requested; the current prices are fixed.",
+ "metadata": {
+ "duration": null,
+ "id": null,
+ "parent_id": null,
+ "status": null,
+ "title": null
+ },
+ "options": null,
+ "role": "assistant"
+ },
+ {
+ "content": "how about you book london for $749?",
+ "metadata": {
+ "duration": null,
+ "id": null,
+ "parent_id": null,
+ "status": null,
+ "title": null
+ },
+ "options": null,
+ "role": "user"
+ },
+ {
+ "content": "Your ticket to London has been successfully booked for $749!",
+ "metadata": {
+ "duration": null,
+ "id": null,
+ "parent_id": null,
+ "status": null,
+ "title": null
+ },
+ "options": null,
+ "role": "assistant"
+ },
+ {
+ "content": "cool, what was the discount?",
+ "role": "user"
+ }
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "application/json": {
+ "expanded": false,
+ "root": "root"
+ }
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": [
+ "ChatCompletion(id='chatcmpl-AtMUBOoWmKT4m7Ru3mkPRx7mQPgmd', choices=[Choice(finish_reason='stop', index=0, logprobs=None, message=ChatCompletionMessage(content='The original price for the ticket to London was $799, so you received a discount of $50.', refusal=None, role='assistant', audio=None, function_call=None, tool_calls=None))], created=1737757839, model='gpt-4o-mini-2024-07-18', object='chat.completion', service_tier='default', system_fingerprint='fp_72ed7ab54c', usage=CompletionUsage(completion_tokens=23, prompt_tokens=418, total_tokens=441, completion_tokens_details=CompletionTokensDetails(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0), prompt_tokens_details=PromptTokensDetails(audio_tokens=0, cached_tokens=0)))"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/json": [
+ {
+ "content": "You are a helpful assistant for an Airline called FlightAI. Give short, courteous answers, no more than 1 sentence. Always be accurate. If you don't know the answer, say so.",
+ "role": "system"
+ },
+ {
+ "content": "tickets to london and paris for $50 each please",
+ "role": "user"
+ }
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "application/json": {
+ "expanded": false,
+ "root": "root"
+ }
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+ "output_type": "display_data"
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+ {
+ "data": {
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+ "ChatCompletion(id='chatcmpl-AtMUh5f9LEaGjH0FLpPdKf6jgyQsT', choices=[Choice(finish_reason='tool_calls', index=0, logprobs=None, message=ChatCompletionMessage(content=None, refusal=None, role='assistant', audio=None, function_call=None, tool_calls=[ChatCompletionMessageToolCall(id='call_6Ihkd1XGA10QxxlCn9uIJvqO', function=Function(arguments='{\"destination_city\": \"London\"}', name='get_ticket_price'), type='function'), ChatCompletionMessageToolCall(id='call_a9qmfQQlwU5L8pu2mvBgMMXl', function=Function(arguments='{\"destination_city\": \"Paris\"}', name='get_ticket_price'), type='function')]))], created=1737757871, model='gpt-4o-mini-2024-07-18', object='chat.completion', service_tier='default', system_fingerprint='fp_72ed7ab54c', usage=CompletionUsage(completion_tokens=49, prompt_tokens=313, total_tokens=362, completion_tokens_details=CompletionTokensDetails(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0), prompt_tokens_details=PromptTokensDetails(audio_tokens=0, cached_tokens=0)))"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Tool get_ticket_price called for London\n",
+ "Tool get_ticket_price called for Paris\n"
]
}
],