diff --git a/cachy.jsonl b/cachy.jsonl
index f07fb66..2e7663e 100644
--- a/cachy.jsonl
+++ b/cachy.jsonl
@@ -1,34 +1,28 @@
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", "headers": {}, "status_code": 200, "binary": true}
+{"key": "5ece2360", "response": "{\n \"id\": \"resp_0a101a8142a715790069e4a897233c819db5fdf82c1e8b69c0\",\n \"object\": \"response\",\n \"created_at\": 1776593047,\n \"status\": \"completed\",\n \"background\": false,\n \"billing\": {\n \"payer\": \"developer\"\n },\n \"completed_at\": 1776593047,\n \"error\": null,\n \"frequency_penalty\": 0.0,\n \"incomplete_details\": null,\n \"instructions\": null,\n \"max_output_tokens\": null,\n \"max_tool_calls\": null,\n \"model\": \"gpt-4.1-2025-04-14\",\n \"output\": [\n {\n \"id\": \"msg_0a101a8142a715790069e4a8977610819d969040ef33f695fc\",\n \"type\": \"message\",\n \"status\": \"completed\",\n \"content\": [\n {\n \"type\": \"output_text\",\n \"annotations\": [],\n \"logprobs\": [],\n \"text\": \"Hey! How can I help you today? \\ud83d\\ude0a\"\n }\n ],\n \"role\": \"assistant\"\n }\n ],\n \"parallel_tool_calls\": true,\n \"presence_penalty\": 0.0,\n \"previous_response_id\": null,\n \"prompt_cache_key\": null,\n \"prompt_cache_retention\": \"in_memory\",\n \"reasoning\": {\n \"effort\": null,\n \"summary\": null\n },\n \"safety_identifier\": null,\n \"service_tier\": \"default\",\n \"store\": true,\n \"temperature\": 1.0,\n \"text\": {\n \"format\": {\n \"type\": \"text\"\n },\n \"verbosity\": \"medium\"\n },\n \"tool_choice\": \"auto\",\n \"tools\": [],\n \"top_logprobs\": 0,\n \"top_p\": 1.0,\n \"truncation\": \"disabled\",\n \"usage\": {\n \"input_tokens\": 9,\n \"input_tokens_details\": {\n \"cached_tokens\": 0\n },\n \"output_tokens\": 11,\n \"output_tokens_details\": {\n \"reasoning_tokens\": 0\n },\n \"total_tokens\": 20\n },\n \"user\": null,\n \"metadata\": {}\n}", "headers": null, "status_code": 200, "binary": false}
diff --git a/cachy/_modidx.py b/cachy/_modidx.py
index 0cb15ce..1a13906 100644
--- a/cachy/_modidx.py
+++ b/cachy/_modidx.py
@@ -11,6 +11,7 @@
'cachy.core._content': ('core.html#_content', 'cachy/core.py'),
'cachy.core._is_text': ('core.html#_is_text', 'cachy/core.py'),
'cachy.core._key': ('core.html#_key', 'cachy/core.py'),
+ 'cachy.core._norm_content': ('core.html#_norm_content', 'cachy/core.py'),
'cachy.core._res_hdrs': ('core.html#_res_hdrs', 'cachy/core.py'),
'cachy.core._should_cache': ('core.html#_should_cache', 'cachy/core.py'),
'cachy.core._write_cache': ('core.html#_write_cache', 'cachy/core.py'),
diff --git a/cachy/core.py b/cachy/core.py
index 6349510..2e5c6c7 100644
--- a/cachy/core.py
+++ b/cachy/core.py
@@ -33,9 +33,17 @@ def _content(r):
return r.content.replace(boundary, b"cachy-boundary") if boundary else r.content
# %% ../nbs/00_core.ipynb #a69ba22c
+def _norm_content(r):
+ "Normalize JSON bodies by sorting keys so semantically-equal payloads hash the same."
+ c = _content(r)
+ if 'json' in r.headers.get('content-type', '').lower():
+ try: return json.dumps(json.loads(c), sort_keys=True).encode()
+ except Exception: pass
+ return c
+
def _key(r, is_stream=False):
"Create a unique, deterministic id from the request `r`."
- return hashlib.sha256(f"{r.url.copy_remove_param('key')}{is_stream}".encode() + _content(r)).hexdigest()[:8]
+ return hashlib.sha256(f"{r.url.copy_remove_param('key')}{is_stream}".encode() + _norm_content(r)).hexdigest()[:8]
# %% ../nbs/00_core.ipynb #25ced1ba
def _res_hdrs(res, hdrs=None): return {k: v for k, v in res.headers.items() if k.lower() in hdrs} if hdrs else None
diff --git a/nbs/00_core.ipynb b/nbs/00_core.ipynb
index 927d5bf..7044a8d 100644
--- a/nbs/00_core.ipynb
+++ b/nbs/00_core.ipynb
@@ -261,9 +261,7 @@
]
},
"execution_count": null,
- "metadata": {
- "__type": "Request"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -285,9 +283,7 @@
]
},
"execution_count": null,
- "metadata": {
- "__type": "str"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -316,9 +312,7 @@
]
},
"execution_count": null,
- "metadata": {
- "__type": "str"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -347,9 +341,7 @@
]
},
"execution_count": null,
- "metadata": {
- "__type": "str"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -474,9 +466,7 @@
]
},
"execution_count": null,
- "metadata": {
- "__type": "Request"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -549,9 +539,7 @@
]
},
"execution_count": null,
- "metadata": {
- "__type": "Request"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -573,9 +561,7 @@
]
},
"execution_count": null,
- "metadata": {
- "__type": "bytes"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -614,9 +600,7 @@
]
},
"execution_count": null,
- "metadata": {
- "__type": "tuple"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -650,9 +634,30 @@
"outputs": [],
"source": [
"#| exports\n",
+ "def _norm_content(r):\n",
+ " \"Normalize JSON bodies by sorting keys so semantically-equal payloads hash the same.\"\n",
+ " c = _content(r)\n",
+ " if 'json' in r.headers.get('content-type', '').lower():\n",
+ " try: return json.dumps(json.loads(c), sort_keys=True).encode()\n",
+ " except Exception: pass\n",
+ " return c\n",
+ "\n",
"def _key(r, is_stream=False):\n",
" \"Create a unique, deterministic id from the request `r`.\"\n",
- " return hashlib.sha256(f\"{r.url.copy_remove_param('key')}{is_stream}\".encode() + _content(r)).hexdigest()[:8]"
+ " return hashlib.sha256(f\"{r.url.copy_remove_param('key')}{is_stream}\".encode() + _norm_content(r)).hexdigest()[:8]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "658e1b40",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "c1 = b'{\"model\":\"kimi-k2.5\",\"messages\":[{\"content\":\"Say hello in French\",\"role\":\"user\"}],\"max_tokens\":64,\"temperature\":1.0}'\n",
+ "c2 = b'{\"messages\":[{\"role\":\"user\",\"content\":\"Say hello in French\"}],\"model\":\"kimi-k2.5\",\"max_tokens\":64,\"temperature\":1.0}'\n",
+ "test_eq(_norm_content(SimpleNamespace(headers={'content-type': 'application/json'}, content=c1, _content='done reading')), \n",
+ " _norm_content(SimpleNamespace(headers={'content-type': 'application/json'}, content=c2, _content='done reading')))"
]
},
{
@@ -1037,13 +1042,11 @@
{
"data": {
"text/plain": [
- "Response(id='resp_0366829ad8526bb400697b44ed8ef0819dab70fbd2ffb7612a', created_at=1769686253.0, error=None, incomplete_details=None, instructions=None, metadata={}, model='gpt-4o-2024-08-06', object='response', output=[ResponseOutputMessage(id='msg_0366829ad8526bb400697b44ee4448819d83e64f60537a6fea', content=[ResponseOutputText(annotations=[], text='Integration', type='output_text', logprobs=[])], role='assistant', status='completed', type='message', phase=None)], parallel_tool_calls=True, temperature=1.0, tool_choice='auto', tools=[], top_p=1.0, background=False, completed_at=1769686254.0, conversation=None, max_output_tokens=None, max_tool_calls=None, previous_response_id=None, prompt=None, prompt_cache_key=None, prompt_cache_retention=None, reasoning=Reasoning(effort=None, generate_summary=None, summary=None), safety_identifier=None, service_tier='default', status='completed', text=ResponseTextConfig(format=ResponseFormatText(type='text'), verbosity='medium'), top_logprobs=0, truncation='disabled', usage=ResponseUsage(input_tokens=15, input_tokens_details=InputTokensDetails(cached_tokens=0), output_tokens=2, output_tokens_details=OutputTokensDetails(reasoning_tokens=0), total_tokens=17), user=None, billing={'payer': 'developer'}, frequency_penalty=0.0, presence_penalty=0.0, store=True)"
+ "Response(id='resp_04108509a4926b260069e4a8387d008197a4c1b27fd37c940c', created_at=1776592952.0, error=None, incomplete_details=None, instructions=None, metadata={}, model='gpt-4o-2024-08-06', object='response', output=[ResponseOutputMessage(id='msg_04108509a4926b260069e4a83b1b58819797f10cc16e44fef6', content=[ResponseOutputText(annotations=[], text='Collaboration', type='output_text', logprobs=[])], role='assistant', status='completed', type='message', phase=None)], parallel_tool_calls=True, temperature=1.0, tool_choice='auto', tools=[], top_p=1.0, background=False, completed_at=1776592955.0, conversation=None, max_output_tokens=None, max_tool_calls=None, previous_response_id=None, prompt=None, prompt_cache_key=None, prompt_cache_retention='in_memory', reasoning=Reasoning(effort=None, generate_summary=None, summary=None), safety_identifier=None, service_tier='default', status='completed', text=ResponseTextConfig(format=ResponseFormatText(type='text'), verbosity='medium'), top_logprobs=0, truncation='disabled', usage=ResponseUsage(input_tokens=15, input_tokens_details=InputTokensDetails(cached_tokens=0), output_tokens=3, output_tokens_details=OutputTokensDetails(reasoning_tokens=0), total_tokens=18), user=None, billing={'payer': 'developer'}, frequency_penalty=0.0, presence_penalty=0.0, store=True)"
]
},
"execution_count": null,
- "metadata": {
- "__type": "Response"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -1061,13 +1064,11 @@
{
"data": {
"text/plain": [
- "Response(id='resp_0366829ad8526bb400697b44ed8ef0819dab70fbd2ffb7612a', created_at=1769686253.0, error=None, incomplete_details=None, instructions=None, metadata={}, model='gpt-4o-2024-08-06', object='response', output=[ResponseOutputMessage(id='msg_0366829ad8526bb400697b44ee4448819d83e64f60537a6fea', content=[ResponseOutputText(annotations=[], text='Integration', type='output_text', logprobs=[])], role='assistant', status='completed', type='message', phase=None)], parallel_tool_calls=True, temperature=1.0, tool_choice='auto', tools=[], top_p=1.0, background=False, completed_at=1769686254.0, conversation=None, max_output_tokens=None, max_tool_calls=None, previous_response_id=None, prompt=None, prompt_cache_key=None, prompt_cache_retention=None, reasoning=Reasoning(effort=None, generate_summary=None, summary=None), safety_identifier=None, service_tier='default', status='completed', text=ResponseTextConfig(format=ResponseFormatText(type='text'), verbosity='medium'), top_logprobs=0, truncation='disabled', usage=ResponseUsage(input_tokens=15, input_tokens_details=InputTokensDetails(cached_tokens=0), output_tokens=2, output_tokens_details=OutputTokensDetails(reasoning_tokens=0), total_tokens=17), user=None, billing={'payer': 'developer'}, frequency_penalty=0.0, presence_penalty=0.0, store=True)"
+ "Response(id='resp_04108509a4926b260069e4a8387d008197a4c1b27fd37c940c', created_at=1776592952.0, error=None, incomplete_details=None, instructions=None, metadata={}, model='gpt-4o-2024-08-06', object='response', output=[ResponseOutputMessage(id='msg_04108509a4926b260069e4a83b1b58819797f10cc16e44fef6', content=[ResponseOutputText(annotations=[], text='Collaboration', type='output_text', logprobs=[])], role='assistant', status='completed', type='message', phase=None)], parallel_tool_calls=True, temperature=1.0, tool_choice='auto', tools=[], top_p=1.0, background=False, completed_at=1776592955.0, conversation=None, max_output_tokens=None, max_tool_calls=None, previous_response_id=None, prompt=None, prompt_cache_key=None, prompt_cache_retention='in_memory', reasoning=Reasoning(effort=None, generate_summary=None, summary=None), safety_identifier=None, service_tier='default', status='completed', text=ResponseTextConfig(format=ResponseFormatText(type='text'), verbosity='medium'), top_logprobs=0, truncation='disabled', usage=ResponseUsage(input_tokens=15, input_tokens_details=InputTokensDetails(cached_tokens=0), output_tokens=3, output_tokens_details=OutputTokensDetails(reasoning_tokens=0), total_tokens=18), user=None, billing={'payer': 'developer'}, frequency_penalty=0.0, presence_penalty=0.0, store=True)"
]
},
"execution_count": null,
- "metadata": {
- "__type": "Response"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -1094,16 +1095,16 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "ResponseCreatedEvent(response=Response(id='resp_0e923ec5c181\n",
- "ResponseInProgressEvent(response=Response(id='resp_0e923ec5c\n",
+ "ResponseCreatedEvent(response=Response(id='resp_0d577ea21c7c\n",
+ "ResponseInProgressEvent(response=Response(id='resp_0d577ea21\n",
"ResponseOutputItemAddedEvent(item=ResponseOutputMessage(id='\n",
"ResponseContentPartAddedEvent(content_index=0, item_id='msg_\n",
"ResponseTextDeltaEvent(content_index=0, delta='Innov', item_\n",
"ResponseTextDeltaEvent(content_index=0, delta='ative', item_\n",
- "ResponseTextDoneEvent(content_index=0, item_id='msg_0e923ec5\n",
+ "ResponseTextDoneEvent(content_index=0, item_id='msg_0d577ea2\n",
"ResponseContentPartDoneEvent(content_index=0, item_id='msg_0\n",
"ResponseOutputItemDoneEvent(item=ResponseOutputMessage(id='m\n",
- "ResponseCompletedEvent(response=Response(id='resp_0e923ec5c1\n"
+ "ResponseCompletedEvent(response=Response(id='resp_0d577ea21c\n"
]
}
],
@@ -1122,16 +1123,16 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "ResponseCreatedEvent(response=Response(id='resp_0e923ec5c181\n",
- "ResponseInProgressEvent(response=Response(id='resp_0e923ec5c\n",
+ "ResponseCreatedEvent(response=Response(id='resp_0d577ea21c7c\n",
+ "ResponseInProgressEvent(response=Response(id='resp_0d577ea21\n",
"ResponseOutputItemAddedEvent(item=ResponseOutputMessage(id='\n",
"ResponseContentPartAddedEvent(content_index=0, item_id='msg_\n",
"ResponseTextDeltaEvent(content_index=0, delta='Innov', item_\n",
"ResponseTextDeltaEvent(content_index=0, delta='ative', item_\n",
- "ResponseTextDoneEvent(content_index=0, item_id='msg_0e923ec5\n",
+ "ResponseTextDoneEvent(content_index=0, item_id='msg_0d577ea2\n",
"ResponseContentPartDoneEvent(content_index=0, item_id='msg_0\n",
"ResponseOutputItemDoneEvent(item=ResponseOutputMessage(id='m\n",
- "ResponseCompletedEvent(response=Response(id='resp_0e923ec5c1\n"
+ "ResponseCompletedEvent(response=Response(id='resp_0d577ea21c\n"
]
}
],
@@ -1177,13 +1178,11 @@
{
"data": {
"text/plain": [
- "Response(id='resp_0f33aa2547a558da00697b44efab1c8194916e0cb13ad7d25c', created_at=1769686255.0, error=None, incomplete_details=None, instructions=None, metadata={}, model='gpt-4o-2024-08-06', object='response', output=[ResponseOutputMessage(id='msg_0f33aa2547a558da00697b44f008d481948fdb6d9bed1adb4f', content=[ResponseOutputText(annotations=[], text='Innovative', type='output_text', logprobs=[])], role='assistant', status='completed', type='message', phase=None)], parallel_tool_calls=True, temperature=1.0, tool_choice='auto', tools=[], top_p=1.0, background=False, completed_at=1769686256.0, conversation=None, max_output_tokens=None, max_tool_calls=None, previous_response_id=None, prompt=None, prompt_cache_key=None, prompt_cache_retention=None, reasoning=Reasoning(effort=None, generate_summary=None, summary=None), safety_identifier=None, service_tier='default', status='completed', text=ResponseTextConfig(format=ResponseFormatText(type='text'), verbosity='medium'), top_logprobs=0, truncation='disabled', usage=ResponseUsage(input_tokens=15, input_tokens_details=InputTokensDetails(cached_tokens=0), output_tokens=3, output_tokens_details=OutputTokensDetails(reasoning_tokens=0), total_tokens=18), user=None, billing={'payer': 'developer'}, frequency_penalty=0.0, presence_penalty=0.0, store=True)"
+ "Response(id='resp_0ff807caeab2824d0069e4a8462b308195bc6aadf1ee501340', created_at=1776592966.0, error=None, incomplete_details=None, instructions=None, metadata={}, model='gpt-4o-2024-08-06', object='response', output=[ResponseOutputMessage(id='msg_0ff807caeab2824d0069e4a84764588195bea3e901ec4d775a', content=[ResponseOutputText(annotations=[], text='Innovative', type='output_text', logprobs=[])], role='assistant', status='completed', type='message', phase=None)], parallel_tool_calls=True, temperature=1.0, tool_choice='auto', tools=[], top_p=1.0, background=False, completed_at=1776592967.0, conversation=None, max_output_tokens=None, max_tool_calls=None, previous_response_id=None, prompt=None, prompt_cache_key=None, prompt_cache_retention='in_memory', reasoning=Reasoning(effort=None, generate_summary=None, summary=None), safety_identifier=None, service_tier='default', status='completed', text=ResponseTextConfig(format=ResponseFormatText(type='text'), verbosity='medium'), top_logprobs=0, truncation='disabled', usage=ResponseUsage(input_tokens=15, input_tokens_details=InputTokensDetails(cached_tokens=0), output_tokens=3, output_tokens_details=OutputTokensDetails(reasoning_tokens=0), total_tokens=18), user=None, billing={'payer': 'developer'}, frequency_penalty=0.0, presence_penalty=0.0, store=True)"
]
},
"execution_count": null,
- "metadata": {
- "__type": "Response"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -1201,13 +1200,11 @@
{
"data": {
"text/plain": [
- "Response(id='resp_0f33aa2547a558da00697b44efab1c8194916e0cb13ad7d25c', created_at=1769686255.0, error=None, incomplete_details=None, instructions=None, metadata={}, model='gpt-4o-2024-08-06', object='response', output=[ResponseOutputMessage(id='msg_0f33aa2547a558da00697b44f008d481948fdb6d9bed1adb4f', content=[ResponseOutputText(annotations=[], text='Innovative', type='output_text', logprobs=[])], role='assistant', status='completed', type='message', phase=None)], parallel_tool_calls=True, temperature=1.0, tool_choice='auto', tools=[], top_p=1.0, background=False, completed_at=1769686256.0, conversation=None, max_output_tokens=None, max_tool_calls=None, previous_response_id=None, prompt=None, prompt_cache_key=None, prompt_cache_retention=None, reasoning=Reasoning(effort=None, generate_summary=None, summary=None), safety_identifier=None, service_tier='default', status='completed', text=ResponseTextConfig(format=ResponseFormatText(type='text'), verbosity='medium'), top_logprobs=0, truncation='disabled', usage=ResponseUsage(input_tokens=15, input_tokens_details=InputTokensDetails(cached_tokens=0), output_tokens=3, output_tokens_details=OutputTokensDetails(reasoning_tokens=0), total_tokens=18), user=None, billing={'payer': 'developer'}, frequency_penalty=0.0, presence_penalty=0.0, store=True)"
+ "Response(id='resp_0ff807caeab2824d0069e4a8462b308195bc6aadf1ee501340', created_at=1776592966.0, error=None, incomplete_details=None, instructions=None, metadata={}, model='gpt-4o-2024-08-06', object='response', output=[ResponseOutputMessage(id='msg_0ff807caeab2824d0069e4a84764588195bea3e901ec4d775a', content=[ResponseOutputText(annotations=[], text='Innovative', type='output_text', logprobs=[])], role='assistant', status='completed', type='message', phase=None)], parallel_tool_calls=True, temperature=1.0, tool_choice='auto', tools=[], top_p=1.0, background=False, completed_at=1776592967.0, conversation=None, max_output_tokens=None, max_tool_calls=None, previous_response_id=None, prompt=None, prompt_cache_key=None, prompt_cache_retention='in_memory', reasoning=Reasoning(effort=None, generate_summary=None, summary=None), safety_identifier=None, service_tier='default', status='completed', text=ResponseTextConfig(format=ResponseFormatText(type='text'), verbosity='medium'), top_logprobs=0, truncation='disabled', usage=ResponseUsage(input_tokens=15, input_tokens_details=InputTokensDetails(cached_tokens=0), output_tokens=3, output_tokens_details=OutputTokensDetails(reasoning_tokens=0), total_tokens=18), user=None, billing={'payer': 'developer'}, frequency_penalty=0.0, presence_penalty=0.0, store=True)"
]
},
"execution_count": null,
- "metadata": {
- "__type": "Response"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -1234,16 +1231,16 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "ResponseCreatedEvent(response=Response(id='resp_04889b860ce9\n",
- "ResponseInProgressEvent(response=Response(id='resp_04889b860\n",
+ "ResponseCreatedEvent(response=Response(id='resp_0f1b02abf400\n",
+ "ResponseInProgressEvent(response=Response(id='resp_0f1b02abf\n",
"ResponseOutputItemAddedEvent(item=ResponseOutputMessage(id='\n",
"ResponseContentPartAddedEvent(content_index=0, item_id='msg_\n",
- "ResponseTextDeltaEvent(content_index=0, delta='Innov', item_\n",
- "ResponseTextDeltaEvent(content_index=0, delta='ative', item_\n",
- "ResponseTextDoneEvent(content_index=0, item_id='msg_04889b86\n",
+ "ResponseTextDeltaEvent(content_index=0, delta='Eff', item_id\n",
+ "ResponseTextDeltaEvent(content_index=0, delta='icient', item\n",
+ "ResponseTextDoneEvent(content_index=0, item_id='msg_0f1b02ab\n",
"ResponseContentPartDoneEvent(content_index=0, item_id='msg_0\n",
"ResponseOutputItemDoneEvent(item=ResponseOutputMessage(id='m\n",
- "ResponseCompletedEvent(response=Response(id='resp_04889b860c\n"
+ "ResponseCompletedEvent(response=Response(id='resp_0f1b02abf4\n"
]
}
],
@@ -1262,16 +1259,16 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "ResponseCreatedEvent(response=Response(id='resp_04889b860ce9\n",
- "ResponseInProgressEvent(response=Response(id='resp_04889b860\n",
+ "ResponseCreatedEvent(response=Response(id='resp_0f1b02abf400\n",
+ "ResponseInProgressEvent(response=Response(id='resp_0f1b02abf\n",
"ResponseOutputItemAddedEvent(item=ResponseOutputMessage(id='\n",
"ResponseContentPartAddedEvent(content_index=0, item_id='msg_\n",
- "ResponseTextDeltaEvent(content_index=0, delta='Innov', item_\n",
- "ResponseTextDeltaEvent(content_index=0, delta='ative', item_\n",
- "ResponseTextDoneEvent(content_index=0, item_id='msg_04889b86\n",
+ "ResponseTextDeltaEvent(content_index=0, delta='Eff', item_id\n",
+ "ResponseTextDeltaEvent(content_index=0, delta='icient', item\n",
+ "ResponseTextDoneEvent(content_index=0, item_id='msg_0f1b02ab\n",
"ResponseContentPartDoneEvent(content_index=0, item_id='msg_0\n",
"ResponseOutputItemDoneEvent(item=ResponseOutputMessage(id='m\n",
- "ResponseCompletedEvent(response=Response(id='resp_04889b860c\n"
+ "ResponseCompletedEvent(response=Response(id='resp_0f1b02abf4\n"
]
}
],
@@ -1314,16 +1311,23 @@
"id": "411ff629",
"metadata": {},
"outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/var/folders/zl/js35kg3914qc7d8lsdtqsyf00000gn/T/ipykernel_35093/1249625954.py:1: DeprecationWarning: The model 'claude-sonnet-4-20250514' is deprecated and will reach end-of-life on June 15th, 2026.\n",
+ "Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.\n",
+ " r = cli.messages.create(model=mods.ant, max_tokens=1024, messages=mk_msgs(\"ant sync\"))\n"
+ ]
+ },
{
"data": {
"text/plain": [
- "Message(id='msg_01Srr2yrQBpNjk5rYuycpBxK', container=None, content=[TextBlock(citations=None, text='**Coordination**', type='text')], model='claude-sonnet-4-20250514', role='assistant', stop_details=None, stop_reason='end_turn', stop_sequence=None, type='message', usage=Usage(cache_creation=CacheCreation(ephemeral_1h_input_tokens=0, ephemeral_5m_input_tokens=0), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo=None, input_tokens=15, output_tokens=7, server_tool_use=None, service_tier='standard'))"
+ "Message(id='msg_016pFNPobGr8Db1WgjKKzkG4', container=None, content=[TextBlock(citations=None, text='Coordination', type='text')], model='claude-sonnet-4-20250514', role='assistant', stop_details=None, stop_reason='end_turn', stop_sequence=None, type='message', usage=Usage(cache_creation=CacheCreation(ephemeral_1h_input_tokens=0, ephemeral_5m_input_tokens=0), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', input_tokens=15, output_tokens=5, server_tool_use=None, service_tier='standard'))"
]
},
"execution_count": null,
- "metadata": {
- "__type": "Message"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -1338,16 +1342,23 @@
"id": "a245d059",
"metadata": {},
"outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/var/folders/zl/js35kg3914qc7d8lsdtqsyf00000gn/T/ipykernel_35093/1249625954.py:1: DeprecationWarning: The model 'claude-sonnet-4-20250514' is deprecated and will reach end-of-life on June 15th, 2026.\n",
+ "Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.\n",
+ " r = cli.messages.create(model=mods.ant, max_tokens=1024, messages=mk_msgs(\"ant sync\"))\n"
+ ]
+ },
{
"data": {
"text/plain": [
- "Message(id='msg_01Srr2yrQBpNjk5rYuycpBxK', container=None, content=[TextBlock(citations=None, text='**Coordination**', type='text')], model='claude-sonnet-4-20250514', role='assistant', stop_details=None, stop_reason='end_turn', stop_sequence=None, type='message', usage=Usage(cache_creation=CacheCreation(ephemeral_1h_input_tokens=0, ephemeral_5m_input_tokens=0), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo=None, input_tokens=15, output_tokens=7, server_tool_use=None, service_tier='standard'))"
+ "Message(id='msg_016pFNPobGr8Db1WgjKKzkG4', container=None, content=[TextBlock(citations=None, text='Coordination', type='text')], model='claude-sonnet-4-20250514', role='assistant', stop_details=None, stop_reason='end_turn', stop_sequence=None, type='message', usage=Usage(cache_creation=CacheCreation(ephemeral_1h_input_tokens=0, ephemeral_5m_input_tokens=0), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', input_tokens=15, output_tokens=5, server_tool_use=None, service_tier='standard'))"
]
},
"execution_count": null,
- "metadata": {
- "__type": "Message"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -1370,15 +1381,23 @@
"id": "7ba0ad68",
"metadata": {},
"outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/var/folders/zl/js35kg3914qc7d8lsdtqsyf00000gn/T/ipykernel_35093/1920032579.py:1: DeprecationWarning: The model 'claude-sonnet-4-20250514' is deprecated and will reach end-of-life on June 15th, 2026.\n",
+ "Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.\n",
+ " r = cli.messages.create(model=mods.ant, max_tokens=1024, messages=mk_msgs(\"ant sync streaming\"), stream=True)\n"
+ ]
+ },
{
"name": "stdout",
"output_type": "stream",
"text": [
- "RawMessageStartEvent(message=Message(id='msg_015rkvxLTUHBQ62Q4GdVVowG', container=None, content=[], model='claude-sonnet-4-20250514', role='assistant', stop_details=None, stop_reason=None, stop_sequence=None, type='message', usage=Usage(cache_creation=CacheCreation(ephemeral_1h_input_tokens=0, ephemeral_5m_input_tokens=0), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo=None, input_tokens=16, output_tokens=1, server_tool_use=None, service_tier='standard')), type='message_start')\n",
+ "RawMessageStartEvent(message=Message(id='msg_01Y9gURA2DJ8uKa79Lv9HSdw', container=None, content=[], model='claude-sonnet-4-20250514', role='assistant', stop_details=None, stop_reason=None, stop_sequence=None, type='message', usage=Usage(cache_creation=CacheCreation(ephemeral_1h_input_tokens=0, ephemeral_5m_input_tokens=0), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', input_tokens=16, output_tokens=1, server_tool_use=None, service_tier='standard')), type='message_start')\n",
"RawContentBlockStartEvent(content_block=TextBlock(citations=None, text='', type='text'), index=0, type='content_block_start')\n",
"RawContentBlockDeltaEvent(delta=TextDelta(text='**', type='text_delta'), index=0, type='content_block_delta')\n",
- "RawContentBlockDeltaEvent(delta=TextDelta(text='Real', type='text_delta'), index=0, type='content_block_delta')\n",
- "RawContentBlockDeltaEvent(delta=TextDelta(text='-time**', type='text_delta'), index=0, type='content_block_delta')\n",
+ "RawContentBlockDeltaEvent(delta=TextDelta(text='Real-time**', type='text_delta'), index=0, type='content_block_delta')\n",
"RawContentBlockStopEvent(index=0, type='content_block_stop')\n",
"RawMessageDeltaEvent(delta=Delta(container=None, stop_details=None, stop_reason='end_turn', stop_sequence=None), type='message_delta', usage=MessageDeltaUsage(cache_creation_input_tokens=0, cache_read_input_tokens=0, input_tokens=16, output_tokens=8, server_tool_use=None))\n",
"RawMessageStopEvent(type='message_stop')\n"
@@ -1400,15 +1419,23 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "RawMessageStartEvent(message=Message(id='msg_015rkvxLTUHBQ62Q4GdVVowG', container=None, content=[], model='claude-sonnet-4-20250514', role='assistant', stop_details=None, stop_reason=None, stop_sequence=None, type='message', usage=Usage(cache_creation=CacheCreation(ephemeral_1h_input_tokens=0, ephemeral_5m_input_tokens=0), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo=None, input_tokens=16, output_tokens=1, server_tool_use=None, service_tier='standard')), type='message_start')\n",
+ "RawMessageStartEvent(message=Message(id='msg_01Y9gURA2DJ8uKa79Lv9HSdw', container=None, content=[], model='claude-sonnet-4-20250514', role='assistant', stop_details=None, stop_reason=None, stop_sequence=None, type='message', usage=Usage(cache_creation=CacheCreation(ephemeral_1h_input_tokens=0, ephemeral_5m_input_tokens=0), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', input_tokens=16, output_tokens=1, server_tool_use=None, service_tier='standard')), type='message_start')\n",
"RawContentBlockStartEvent(content_block=TextBlock(citations=None, text='', type='text'), index=0, type='content_block_start')\n",
"RawContentBlockDeltaEvent(delta=TextDelta(text='**', type='text_delta'), index=0, type='content_block_delta')\n",
- "RawContentBlockDeltaEvent(delta=TextDelta(text='Real', type='text_delta'), index=0, type='content_block_delta')\n",
- "RawContentBlockDeltaEvent(delta=TextDelta(text='-time**', type='text_delta'), index=0, type='content_block_delta')\n",
+ "RawContentBlockDeltaEvent(delta=TextDelta(text='Real-time**', type='text_delta'), index=0, type='content_block_delta')\n",
"RawContentBlockStopEvent(index=0, type='content_block_stop')\n",
"RawMessageDeltaEvent(delta=Delta(container=None, stop_details=None, stop_reason='end_turn', stop_sequence=None), type='message_delta', usage=MessageDeltaUsage(cache_creation_input_tokens=0, cache_read_input_tokens=0, input_tokens=16, output_tokens=8, server_tool_use=None))\n",
"RawMessageStopEvent(type='message_stop')\n"
]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/var/folders/zl/js35kg3914qc7d8lsdtqsyf00000gn/T/ipykernel_35093/1920032579.py:1: DeprecationWarning: The model 'claude-sonnet-4-20250514' is deprecated and will reach end-of-life on June 15th, 2026.\n",
+ "Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.\n",
+ " r = cli.messages.create(model=mods.ant, max_tokens=1024, messages=mk_msgs(\"ant sync streaming\"), stream=True)\n"
+ ]
}
],
"source": [
@@ -1453,13 +1480,11 @@
{
"data": {
"text/plain": [
- "Message(id='msg_012p3WxQJLpgDtY4fCTgiD2k', container=None, content=[TextBlock(citations=None, text='**Concurrent**', type='text')], model='claude-sonnet-4-20250514', role='assistant', stop_details=None, stop_reason='end_turn', stop_sequence=None, type='message', usage=Usage(cache_creation=CacheCreation(ephemeral_1h_input_tokens=0, ephemeral_5m_input_tokens=0), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo=None, input_tokens=15, output_tokens=7, server_tool_use=None, service_tier='standard'))"
+ "Message(id='msg_01QD5CFt3w9sHjGk3XwhtnzK', container=None, content=[TextBlock(citations=None, text='**Concurrency**', type='text')], model='claude-sonnet-4-20250514', role='assistant', stop_details=None, stop_reason='end_turn', stop_sequence=None, type='message', usage=Usage(cache_creation=CacheCreation(ephemeral_1h_input_tokens=0, ephemeral_5m_input_tokens=0), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', input_tokens=15, output_tokens=8, server_tool_use=None, service_tier='standard'))"
]
},
"execution_count": null,
- "metadata": {
- "__type": "Message"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -1477,13 +1502,11 @@
{
"data": {
"text/plain": [
- "Message(id='msg_012p3WxQJLpgDtY4fCTgiD2k', container=None, content=[TextBlock(citations=None, text='**Concurrent**', type='text')], model='claude-sonnet-4-20250514', role='assistant', stop_details=None, stop_reason='end_turn', stop_sequence=None, type='message', usage=Usage(cache_creation=CacheCreation(ephemeral_1h_input_tokens=0, ephemeral_5m_input_tokens=0), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo=None, input_tokens=15, output_tokens=7, server_tool_use=None, service_tier='standard'))"
+ "Message(id='msg_01QD5CFt3w9sHjGk3XwhtnzK', container=None, content=[TextBlock(citations=None, text='**Concurrency**', type='text')], model='claude-sonnet-4-20250514', role='assistant', stop_details=None, stop_reason='end_turn', stop_sequence=None, type='message', usage=Usage(cache_creation=CacheCreation(ephemeral_1h_input_tokens=0, ephemeral_5m_input_tokens=0), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', input_tokens=15, output_tokens=8, server_tool_use=None, service_tier='standard'))"
]
},
"execution_count": null,
- "metadata": {
- "__type": "Message"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -1511,34 +1534,28 @@
"output_type": "stream",
"text": [
"event: message_start\n",
- "data: {\"type\":\"message_start\",\"message\":{\"model\":\"claude-sonnet-4-20250514\",\"id\":\"msg_01Dz3k5WMzmCEUmiwYKgfser\",\"type\":\"message\",\"role\":\"assistant\",\"content\":[],\"stop_reason\":null,\"stop_sequence\":null,\"usage\":{\"input_tokens\":16,\"cache_creation_input_tokens\":0,\"cache_read_input_tokens\":0,\"cache_creation\":{\"ephemeral_5m_input_tokens\":0,\"ephemeral_1h_input_tokens\":0},\"output_tokens\":1,\"service_tier\":\"standard\"}} }\n",
+ "data: {\"type\":\"message_start\",\"message\":{\"model\":\"claude-sonnet-4-20250514\",\"id\":\"msg_0118cMAawLwNC7vXBMRk3Pei\",\"type\":\"message\",\"role\":\"assistant\",\"content\":[],\"stop_reason\":null,\"stop_sequence\":null,\"stop_details\":null,\"usage\":{\"input_tokens\":16,\"cache_creation_input_tokens\":0,\"cache_read_input_tokens\":0,\"cache_creation\":{\"ephemeral_5m_input_tokens\":0,\"ephemeral_1h_input_tokens\":0},\"output_tokens\":2,\"service_tier\":\"standard\",\"inference_geo\":\"not_available\"}} }\n",
"\n",
"event: content_block_start\n",
- "data: {\"type\":\"content_block_start\",\"index\":0,\"content_block\":{\"type\":\"text\",\"text\":\"\"} }\n",
+ "data: {\"type\":\"content_block_start\",\"index\":0,\"content_block\":{\"type\":\"text\",\"text\":\"\"} }\n",
"\n",
"event: ping\n",
"data: {\"type\": \"ping\"}\n",
"\n",
"event: content_block_delta\n",
- "data: {\"type\":\"content_block_delta\",\"index\":0,\"delta\":{\"type\":\"text_delta\",\"text\":\"**\"} }\n",
- "\n",
- "event: content_block_delta\n",
- "data: {\"type\":\"content_block_delta\",\"index\":0,\"delta\":{\"type\":\"text_delta\",\"text\":\"Async\"} }\n",
- "\n",
- "event: content_block_delta\n",
- "data: {\"type\":\"content_block_delta\",\"index\":0,\"delta\":{\"type\":\"text_delta\",\"text\":\"It\"}}\n",
+ "data: {\"type\":\"content_block_delta\",\"index\":0,\"delta\":{\"type\":\"text_delta\",\"text\":\"Cor\"} }\n",
"\n",
"event: content_block_delta\n",
- "data: {\"type\":\"content_block_delta\",\"index\":0,\"delta\":{\"type\":\"text_delta\",\"text\":\"erable**\"} }\n",
+ "data: {\"type\":\"content_block_delta\",\"index\":0,\"delta\":{\"type\":\"text_delta\",\"text\":\"outines\"} }\n",
"\n",
"event: content_block_stop\n",
- "data: {\"type\":\"content_block_stop\",\"index\":0 }\n",
+ "data: {\"type\":\"content_block_stop\",\"index\":0 }\n",
"\n",
"event: message_delta\n",
- "data: {\"type\":\"message_delta\",\"delta\":{\"stop_reason\":\"end_turn\",\"stop_sequence\":null},\"usage\":{\"input_tokens\":16,\"cache_creation_input_tokens\":0,\"cache_read_input_tokens\":0,\"output_tokens\":8} }\n",
+ "data: {\"type\":\"message_delta\",\"delta\":{\"stop_reason\":\"end_turn\",\"stop_sequence\":null,\"stop_details\":null},\"usage\":{\"input_tokens\":16,\"cache_creation_input_tokens\":0,\"cache_read_input_tokens\":0,\"output_tokens\":7} }\n",
"\n",
"event: message_stop\n",
- "data: {\"type\":\"message_stop\" }\n",
+ "data: {\"type\":\"message_stop\" }\n",
"\n",
"\n"
]
@@ -1560,34 +1577,28 @@
"output_type": "stream",
"text": [
"event: message_start\n",
- "data: {\"type\":\"message_start\",\"message\":{\"model\":\"claude-sonnet-4-20250514\",\"id\":\"msg_01Dz3k5WMzmCEUmiwYKgfser\",\"type\":\"message\",\"role\":\"assistant\",\"content\":[],\"stop_reason\":null,\"stop_sequence\":null,\"usage\":{\"input_tokens\":16,\"cache_creation_input_tokens\":0,\"cache_read_input_tokens\":0,\"cache_creation\":{\"ephemeral_5m_input_tokens\":0,\"ephemeral_1h_input_tokens\":0},\"output_tokens\":1,\"service_tier\":\"standard\"}} }\n",
+ "data: {\"type\":\"message_start\",\"message\":{\"model\":\"claude-sonnet-4-20250514\",\"id\":\"msg_0118cMAawLwNC7vXBMRk3Pei\",\"type\":\"message\",\"role\":\"assistant\",\"content\":[],\"stop_reason\":null,\"stop_sequence\":null,\"stop_details\":null,\"usage\":{\"input_tokens\":16,\"cache_creation_input_tokens\":0,\"cache_read_input_tokens\":0,\"cache_creation\":{\"ephemeral_5m_input_tokens\":0,\"ephemeral_1h_input_tokens\":0},\"output_tokens\":2,\"service_tier\":\"standard\",\"inference_geo\":\"not_available\"}} }\n",
"\n",
"event: content_block_start\n",
- "data: {\"type\":\"content_block_start\",\"index\":0,\"content_block\":{\"type\":\"text\",\"text\":\"\"} }\n",
+ "data: {\"type\":\"content_block_start\",\"index\":0,\"content_block\":{\"type\":\"text\",\"text\":\"\"} }\n",
"\n",
"event: ping\n",
"data: {\"type\": \"ping\"}\n",
"\n",
"event: content_block_delta\n",
- "data: {\"type\":\"content_block_delta\",\"index\":0,\"delta\":{\"type\":\"text_delta\",\"text\":\"**\"} }\n",
+ "data: {\"type\":\"content_block_delta\",\"index\":0,\"delta\":{\"type\":\"text_delta\",\"text\":\"Cor\"} }\n",
"\n",
"event: content_block_delta\n",
- "data: {\"type\":\"content_block_delta\",\"index\":0,\"delta\":{\"type\":\"text_delta\",\"text\":\"Async\"} }\n",
- "\n",
- "event: content_block_delta\n",
- "data: {\"type\":\"content_block_delta\",\"index\":0,\"delta\":{\"type\":\"text_delta\",\"text\":\"It\"}}\n",
- "\n",
- "event: content_block_delta\n",
- "data: {\"type\":\"content_block_delta\",\"index\":0,\"delta\":{\"type\":\"text_delta\",\"text\":\"erable**\"} }\n",
+ "data: {\"type\":\"content_block_delta\",\"index\":0,\"delta\":{\"type\":\"text_delta\",\"text\":\"outines\"} }\n",
"\n",
"event: content_block_stop\n",
- "data: {\"type\":\"content_block_stop\",\"index\":0 }\n",
+ "data: {\"type\":\"content_block_stop\",\"index\":0 }\n",
"\n",
"event: message_delta\n",
- "data: {\"type\":\"message_delta\",\"delta\":{\"stop_reason\":\"end_turn\",\"stop_sequence\":null},\"usage\":{\"input_tokens\":16,\"cache_creation_input_tokens\":0,\"cache_read_input_tokens\":0,\"output_tokens\":8} }\n",
+ "data: {\"type\":\"message_delta\",\"delta\":{\"stop_reason\":\"end_turn\",\"stop_sequence\":null,\"stop_details\":null},\"usage\":{\"input_tokens\":16,\"cache_creation_input_tokens\":0,\"cache_read_input_tokens\":0,\"output_tokens\":7} }\n",
"\n",
"event: message_stop\n",
- "data: {\"type\":\"message_stop\" }\n",
+ "data: {\"type\":\"message_stop\" }\n",
"\n",
"\n"
]
@@ -1678,25 +1689,25 @@
{
"data": {
"text/markdown": [
- "**\"Streamlined\"**\n",
+ "**Background**\n",
+ "\n",
+ "(Lightweight synchronization typically happens in the background, allowing systems to stay updated without heavy resource usage or user interruption)\n",
"\n",
"\n",
"\n",
- "- id: `chatcmpl-1cdf2cba-1e70-4b0e-a5e4-6834a2650219`\n",
+ "- id: `chatcmpl-a2ca2d34-2bda-4b94-888c-dc92e441460d`\n",
"- model: `claude-sonnet-4-20250514`\n",
"- finish_reason: `stop`\n",
- "- usage: `Usage(completion_tokens=10, prompt_tokens=18, total_tokens=28, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=10, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo=None, speed=None)`\n",
+ "- usage: `Usage(completion_tokens=32, prompt_tokens=18, total_tokens=50, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=32, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', speed=None)`\n",
"\n",
" "
],
"text/plain": [
- "ModelResponse(id='chatcmpl-1cdf2cba-1e70-4b0e-a5e4-6834a2650219', created=1775568916, model='claude-sonnet-4-20250514', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='**\"Streamlined\"**', role='assistant', tool_calls=None, function_call=None, provider_specific_fields={'citations': None, 'thinking_blocks': None}))], usage=Usage(completion_tokens=10, prompt_tokens=18, total_tokens=28, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=10, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo=None, speed=None))"
+ "ModelResponse(id='chatcmpl-a2ca2d34-2bda-4b94-888c-dc92e441460d', created=1776592980, model='claude-sonnet-4-20250514', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='**Background**\\n\\n(Lightweight synchronization typically happens in the background, allowing systems to stay updated without heavy resource usage or user interruption)', role='assistant', tool_calls=None, function_call=None, provider_specific_fields={'citations': None, 'thinking_blocks': None}))], usage=Usage(completion_tokens=32, prompt_tokens=18, total_tokens=50, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=32, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', speed=None))"
]
},
"execution_count": null,
- "metadata": {
- "__type": "ModelResponse"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -1714,25 +1725,25 @@
{
"data": {
"text/markdown": [
- "**\"Streamlined\"**\n",
+ "**Background**\n",
+ "\n",
+ "(Lightweight synchronization typically happens in the background, allowing systems to stay updated without heavy resource usage or user interruption)\n",
"\n",
"\n",
"\n",
- "- id: `chatcmpl-31cd0fbd-e798-455f-b92f-bfebe444b41f`\n",
+ "- id: `chatcmpl-53f2519e-eef5-417b-9561-10a438f502fa`\n",
"- model: `claude-sonnet-4-20250514`\n",
"- finish_reason: `stop`\n",
- "- usage: `Usage(completion_tokens=10, prompt_tokens=18, total_tokens=28, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=10, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo=None, speed=None)`\n",
+ "- usage: `Usage(completion_tokens=32, prompt_tokens=18, total_tokens=50, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=32, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', speed=None)`\n",
"\n",
" "
],
"text/plain": [
- "ModelResponse(id='chatcmpl-31cd0fbd-e798-455f-b92f-bfebe444b41f', created=1775568916, model='claude-sonnet-4-20250514', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='**\"Streamlined\"**', role='assistant', tool_calls=None, function_call=None, provider_specific_fields={'citations': None, 'thinking_blocks': None}))], usage=Usage(completion_tokens=10, prompt_tokens=18, total_tokens=28, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=10, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo=None, speed=None))"
+ "ModelResponse(id='chatcmpl-53f2519e-eef5-417b-9561-10a438f502fa', created=1776592980, model='claude-sonnet-4-20250514', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='**Background**\\n\\n(Lightweight synchronization typically happens in the background, allowing systems to stay updated without heavy resource usage or user interruption)', role='assistant', tool_calls=None, function_call=None, provider_specific_fields={'citations': None, 'thinking_blocks': None}))], usage=Usage(completion_tokens=32, prompt_tokens=18, total_tokens=50, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=32, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', speed=None))"
]
},
"execution_count": null,
- "metadata": {
- "__type": "ModelResponse"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -1760,8 +1771,7 @@
"output_type": "stream",
"text": [
"**\n",
- "Real\n",
- "time**\n",
+ "Asynchronous**\n",
"\n"
]
}
@@ -1782,8 +1792,7 @@
"output_type": "stream",
"text": [
"**\n",
- "Real\n",
- "time**\n",
+ "Asynchronous**\n",
"\n"
]
}
@@ -1818,25 +1827,23 @@
{
"data": {
"text/markdown": [
- "Illuminate.\n",
+ "Harmony\n",
"\n",
"\n",
"\n",
- "- id: `chatcmpl-D3KWqQRtDIamLPsBSjBHfON5EuInM`\n",
+ "- id: `chatcmpl-DWJHSZEwWwqL4MIfxYkqUF7NWLrKO`\n",
"- model: `gpt-4o-2024-08-06`\n",
"- finish_reason: `stop`\n",
- "- usage: `Usage(completion_tokens=2, prompt_tokens=18, total_tokens=20, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=0, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None))`\n",
+ "- usage: `Usage(completion_tokens=1, prompt_tokens=18, total_tokens=19, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=0, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None))`\n",
"\n",
" "
],
"text/plain": [
- "ModelResponse(id='chatcmpl-D3KWqQRtDIamLPsBSjBHfON5EuInM', created=1769686268, model='gpt-4o-2024-08-06', object='chat.completion', system_fingerprint='fp_deacdd5f6f', choices=[Choices(finish_reason='stop', index=0, message=Message(content='Illuminate.', role='assistant', tool_calls=None, function_call=None, provider_specific_fields={'refusal': None}, annotations=[]), provider_specific_fields={})], usage=Usage(completion_tokens=2, prompt_tokens=18, total_tokens=20, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=0, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None)), service_tier='default')"
+ "ModelResponse(id='chatcmpl-DWJHSZEwWwqL4MIfxYkqUF7NWLrKO', created=1776592982, model='gpt-4o-2024-08-06', object='chat.completion', system_fingerprint='fp_07a5e8f420', choices=[Choices(finish_reason='stop', index=0, message=Message(content='Harmony', role='assistant', tool_calls=None, function_call=None, provider_specific_fields={'refusal': None}, annotations=[]), provider_specific_fields={})], usage=Usage(completion_tokens=1, prompt_tokens=18, total_tokens=19, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=0, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None)), service_tier='default')"
]
},
"execution_count": null,
- "metadata": {
- "__type": "ModelResponse"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -1854,25 +1861,23 @@
{
"data": {
"text/markdown": [
- "Illuminate.\n",
+ "Harmony\n",
"\n",
"\n",
"\n",
- "- id: `chatcmpl-D3KWqQRtDIamLPsBSjBHfON5EuInM`\n",
+ "- id: `chatcmpl-DWJHSZEwWwqL4MIfxYkqUF7NWLrKO`\n",
"- model: `gpt-4o-2024-08-06`\n",
"- finish_reason: `stop`\n",
- "- usage: `Usage(completion_tokens=2, prompt_tokens=18, total_tokens=20, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=0, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None))`\n",
+ "- usage: `Usage(completion_tokens=1, prompt_tokens=18, total_tokens=19, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=0, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None))`\n",
"\n",
" "
],
"text/plain": [
- "ModelResponse(id='chatcmpl-D3KWqQRtDIamLPsBSjBHfON5EuInM', created=1769686268, model='gpt-4o-2024-08-06', object='chat.completion', system_fingerprint='fp_deacdd5f6f', choices=[Choices(finish_reason='stop', index=0, message=Message(content='Illuminate.', role='assistant', tool_calls=None, function_call=None, provider_specific_fields={'refusal': None}, annotations=[]), provider_specific_fields={})], usage=Usage(completion_tokens=2, prompt_tokens=18, total_tokens=20, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=0, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None)), service_tier='default')"
+ "ModelResponse(id='chatcmpl-DWJHSZEwWwqL4MIfxYkqUF7NWLrKO', created=1776592982, model='gpt-4o-2024-08-06', object='chat.completion', system_fingerprint='fp_07a5e8f420', choices=[Choices(finish_reason='stop', index=0, message=Message(content='Harmony', role='assistant', tool_calls=None, function_call=None, provider_specific_fields={'refusal': None}, annotations=[]), provider_specific_fields={})], usage=Usage(completion_tokens=1, prompt_tokens=18, total_tokens=19, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=0, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None)), service_tier='default')"
]
},
"execution_count": null,
- "metadata": {
- "__type": "ModelResponse"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -1899,7 +1904,8 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Connectivity\n",
+ "Eff\n",
+ "icient\n",
"\n",
"\n"
]
@@ -1920,7 +1926,8 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Connectivity\n",
+ "Eff\n",
+ "icient\n",
"\n",
"\n"
]
@@ -1966,25 +1973,23 @@
{
"data": {
"text/markdown": [
- "Match\n",
+ "Unify\n",
"\n",
"\n",
"\n",
- "- id: `zbiOabm9LMCy4-EP5fOE-Ak`\n",
+ "- id: `V6jkaefkPJ3xxN8PnfzKmAk`\n",
"- model: `gemini-2.5-flash`\n",
"- finish_reason: `stop`\n",
- "- usage: `Usage(completion_tokens=372, prompt_tokens=11, total_tokens=383, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=371, rejected_prediction_tokens=None, text_tokens=1, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=11, image_tokens=None, video_tokens=None), cache_read_input_tokens=None)`\n",
+ "- usage: `Usage(completion_tokens=1331, prompt_tokens=11, total_tokens=1342, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=1329, rejected_prediction_tokens=None, text_tokens=2, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=11, image_tokens=None, video_tokens=None), cache_read_input_tokens=None)`\n",
"\n",
" "
],
"text/plain": [
- "ModelResponse(id='zbiOabm9LMCy4-EP5fOE-Ak', created=1775568917, model='gemini-2.5-flash', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='Match', role='assistant', tool_calls=None, function_call=None, images=[], thinking_blocks=[], provider_specific_fields=None))], usage=Usage(completion_tokens=372, prompt_tokens=11, total_tokens=383, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=371, rejected_prediction_tokens=None, text_tokens=1, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=11, image_tokens=None, video_tokens=None), cache_read_input_tokens=None), vertex_ai_grounding_metadata=[], vertex_ai_url_context_metadata=[], vertex_ai_safety_results=[], vertex_ai_citation_metadata=[])"
+ "ModelResponse(id='V6jkaefkPJ3xxN8PnfzKmAk', created=1776592983, model='gemini-2.5-flash', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='Unify', role='assistant', tool_calls=None, function_call=None, images=[], thinking_blocks=[], provider_specific_fields=None))], usage=Usage(completion_tokens=1331, prompt_tokens=11, total_tokens=1342, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=1329, rejected_prediction_tokens=None, text_tokens=2, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=11, image_tokens=None, video_tokens=None), cache_read_input_tokens=None), vertex_ai_grounding_metadata=[], vertex_ai_url_context_metadata=[], vertex_ai_safety_results=[], vertex_ai_citation_metadata=[])"
]
},
"execution_count": null,
- "metadata": {
- "__type": "ModelResponse"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -2002,25 +2007,23 @@
{
"data": {
"text/markdown": [
- "Match\n",
+ "Unify\n",
"\n",
"\n",
"\n",
- "- id: `zbiOabm9LMCy4-EP5fOE-Ak`\n",
+ "- id: `V6jkaefkPJ3xxN8PnfzKmAk`\n",
"- model: `gemini-2.5-flash`\n",
"- finish_reason: `stop`\n",
- "- usage: `Usage(completion_tokens=372, prompt_tokens=11, total_tokens=383, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=371, rejected_prediction_tokens=None, text_tokens=1, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=11, image_tokens=None, video_tokens=None), cache_read_input_tokens=None)`\n",
+ "- usage: `Usage(completion_tokens=1331, prompt_tokens=11, total_tokens=1342, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=1329, rejected_prediction_tokens=None, text_tokens=2, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=11, image_tokens=None, video_tokens=None), cache_read_input_tokens=None)`\n",
"\n",
" "
],
"text/plain": [
- "ModelResponse(id='zbiOabm9LMCy4-EP5fOE-Ak', created=1775568917, model='gemini-2.5-flash', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='Match', role='assistant', tool_calls=None, function_call=None, images=[], thinking_blocks=[], provider_specific_fields=None))], usage=Usage(completion_tokens=372, prompt_tokens=11, total_tokens=383, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=371, rejected_prediction_tokens=None, text_tokens=1, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=11, image_tokens=None, video_tokens=None), cache_read_input_tokens=None), vertex_ai_grounding_metadata=[], vertex_ai_url_context_metadata=[], vertex_ai_safety_results=[], vertex_ai_citation_metadata=[])"
+ "ModelResponse(id='V6jkaefkPJ3xxN8PnfzKmAk', created=1776592991, model='gemini-2.5-flash', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='Unify', role='assistant', tool_calls=None, function_call=None, images=[], thinking_blocks=[], provider_specific_fields=None))], usage=Usage(completion_tokens=1331, prompt_tokens=11, total_tokens=1342, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=1329, rejected_prediction_tokens=None, text_tokens=2, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=11, image_tokens=None, video_tokens=None), cache_read_input_tokens=None), vertex_ai_grounding_metadata=[], vertex_ai_url_context_metadata=[], vertex_ai_safety_results=[], vertex_ai_citation_metadata=[])"
]
},
"execution_count": null,
- "metadata": {
- "__type": "ModelResponse"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -2047,7 +2050,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Streamline\n",
+ "Pulse\n",
"\n"
]
}
@@ -2067,7 +2070,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Streamline\n",
+ "Pulse\n",
"\n"
]
}
@@ -2131,25 +2134,23 @@
{
"data": {
"text/markdown": [
- "**concurrent**\n",
+ "**coroutines**\n",
"\n",
"\n",
"\n",
- "- id: `chatcmpl-6b1af72b-ba9c-427b-800f-61c8a5faad41`\n",
+ "- id: `chatcmpl-348720f9-afcc-4fd2-ba23-5f83f6645f56`\n",
"- model: `claude-sonnet-4-20250514`\n",
"- finish_reason: `stop`\n",
- "- usage: `Usage(completion_tokens=6, prompt_tokens=18, total_tokens=24, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=6, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo=None, speed=None)`\n",
+ "- usage: `Usage(completion_tokens=8, prompt_tokens=18, total_tokens=26, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=8, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', speed=None)`\n",
"\n",
" "
],
"text/plain": [
- "ModelResponse(id='chatcmpl-6b1af72b-ba9c-427b-800f-61c8a5faad41', created=1775568917, model='claude-sonnet-4-20250514', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='**concurrent**', role='assistant', tool_calls=None, function_call=None, provider_specific_fields={'citations': None, 'thinking_blocks': None}))], usage=Usage(completion_tokens=6, prompt_tokens=18, total_tokens=24, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=6, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo=None, speed=None))"
+ "ModelResponse(id='chatcmpl-348720f9-afcc-4fd2-ba23-5f83f6645f56', created=1776593000, model='claude-sonnet-4-20250514', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='**coroutines**', role='assistant', tool_calls=None, function_call=None, provider_specific_fields={'citations': None, 'thinking_blocks': None}))], usage=Usage(completion_tokens=8, prompt_tokens=18, total_tokens=26, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=8, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', speed=None))"
]
},
"execution_count": null,
- "metadata": {
- "__type": "ModelResponse"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -2167,25 +2168,23 @@
{
"data": {
"text/markdown": [
- "**concurrent**\n",
+ "**coroutines**\n",
"\n",
"\n",
"\n",
- "- id: `chatcmpl-7070472e-87df-4fbd-8170-57f42768232c`\n",
+ "- id: `chatcmpl-d28933cd-1ebb-43f1-bd73-d6a880feb7b4`\n",
"- model: `claude-sonnet-4-20250514`\n",
"- finish_reason: `stop`\n",
- "- usage: `Usage(completion_tokens=6, prompt_tokens=18, total_tokens=24, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=6, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo=None, speed=None)`\n",
+ "- usage: `Usage(completion_tokens=8, prompt_tokens=18, total_tokens=26, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=8, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', speed=None)`\n",
"\n",
" "
],
"text/plain": [
- "ModelResponse(id='chatcmpl-7070472e-87df-4fbd-8170-57f42768232c', created=1775568917, model='claude-sonnet-4-20250514', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='**concurrent**', role='assistant', tool_calls=None, function_call=None, provider_specific_fields={'citations': None, 'thinking_blocks': None}))], usage=Usage(completion_tokens=6, prompt_tokens=18, total_tokens=24, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=6, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo=None, speed=None))"
+ "ModelResponse(id='chatcmpl-d28933cd-1ebb-43f1-bd73-d6a880feb7b4', created=1776593000, model='claude-sonnet-4-20250514', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='**coroutines**', role='assistant', tool_calls=None, function_call=None, provider_specific_fields={'citations': None, 'thinking_blocks': None}))], usage=Usage(completion_tokens=8, prompt_tokens=18, total_tokens=26, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=8, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', speed=None))"
]
},
"execution_count": null,
- "metadata": {
- "__type": "ModelResponse"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -2213,8 +2212,7 @@
"output_type": "stream",
"text": [
"**\n",
- "Efficiency\n",
- "**\n",
+ "reactive**\n",
"\n"
]
}
@@ -2235,8 +2233,7 @@
"output_type": "stream",
"text": [
"**\n",
- "Efficiency\n",
- "**\n",
+ "reactive**\n",
"\n"
]
}
@@ -2275,7 +2272,7 @@
"\n",
"\n",
"\n",
- "- id: `chatcmpl-D3KX734mjrqwYnWUlZRB50v71xqRM`\n",
+ "- id: `chatcmpl-DWJHlUnOleshQHgmQmpnAjrvFa5BR`\n",
"- model: `gpt-4o-2024-08-06`\n",
"- finish_reason: `stop`\n",
"- usage: `Usage(completion_tokens=3, prompt_tokens=18, total_tokens=21, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=0, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None))`\n",
@@ -2283,13 +2280,11 @@
" "
],
"text/plain": [
- "ModelResponse(id='chatcmpl-D3KX734mjrqwYnWUlZRB50v71xqRM', created=1769686285, model='gpt-4o-2024-08-06', object='chat.completion', system_fingerprint='fp_deacdd5f6f', choices=[Choices(finish_reason='stop', index=0, message=Message(content='Efficient.', role='assistant', tool_calls=None, function_call=None, provider_specific_fields={'refusal': None}, annotations=[]), provider_specific_fields={})], usage=Usage(completion_tokens=3, prompt_tokens=18, total_tokens=21, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=0, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None)), service_tier='default')"
+ "ModelResponse(id='chatcmpl-DWJHlUnOleshQHgmQmpnAjrvFa5BR', created=1776593001, model='gpt-4o-2024-08-06', object='chat.completion', system_fingerprint='fp_07a5e8f420', choices=[Choices(finish_reason='stop', index=0, message=Message(content='Efficient.', role='assistant', tool_calls=None, function_call=None, provider_specific_fields={'refusal': None}, annotations=[]), provider_specific_fields={})], usage=Usage(completion_tokens=3, prompt_tokens=18, total_tokens=21, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=0, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None)), service_tier='default')"
]
},
"execution_count": null,
- "metadata": {
- "__type": "ModelResponse"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -2311,7 +2306,7 @@
"\n",
"\n",
"\n",
- "- id: `chatcmpl-D3KX734mjrqwYnWUlZRB50v71xqRM`\n",
+ "- id: `chatcmpl-DWJHlUnOleshQHgmQmpnAjrvFa5BR`\n",
"- model: `gpt-4o-2024-08-06`\n",
"- finish_reason: `stop`\n",
"- usage: `Usage(completion_tokens=3, prompt_tokens=18, total_tokens=21, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=0, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None))`\n",
@@ -2319,13 +2314,11 @@
" "
],
"text/plain": [
- "ModelResponse(id='chatcmpl-D3KX734mjrqwYnWUlZRB50v71xqRM', created=1769686285, model='gpt-4o-2024-08-06', object='chat.completion', system_fingerprint='fp_deacdd5f6f', choices=[Choices(finish_reason='stop', index=0, message=Message(content='Efficient.', role='assistant', tool_calls=None, function_call=None, provider_specific_fields={'refusal': None}, annotations=[]), provider_specific_fields={})], usage=Usage(completion_tokens=3, prompt_tokens=18, total_tokens=21, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=0, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None)), service_tier='default')"
+ "ModelResponse(id='chatcmpl-DWJHlUnOleshQHgmQmpnAjrvFa5BR', created=1776593001, model='gpt-4o-2024-08-06', object='chat.completion', system_fingerprint='fp_07a5e8f420', choices=[Choices(finish_reason='stop', index=0, message=Message(content='Efficient.', role='assistant', tool_calls=None, function_call=None, provider_specific_fields={'refusal': None}, annotations=[]), provider_specific_fields={})], usage=Usage(completion_tokens=3, prompt_tokens=18, total_tokens=21, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=0, audio_tokens=0, reasoning_tokens=0, rejected_prediction_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=0, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None)), service_tier='default')"
]
},
"execution_count": null,
- "metadata": {
- "__type": "ModelResponse"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -2352,8 +2345,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Poss\n",
- "ibility\n",
+ "Illuminate\n",
"\n",
"\n"
]
@@ -2374,8 +2366,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Poss\n",
- "ibility\n",
+ "Illuminate\n",
"\n",
"\n"
]
@@ -2411,25 +2402,23 @@
{
"data": {
"text/markdown": [
- "Nimble\n",
+ "Efficient\n",
"\n",
"\n",
"\n",
- "- id: `3LiOacb8K7KqjuMP44uC4A0`\n",
+ "- id: `a6jkaZ7jDKfsxN8P0dKr2Q0`\n",
"- model: `gemini-2.5-flash`\n",
"- finish_reason: `stop`\n",
- "- usage: `Usage(completion_tokens=561, prompt_tokens=11, total_tokens=572, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=559, rejected_prediction_tokens=None, text_tokens=2, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=11, image_tokens=None, video_tokens=None), cache_read_input_tokens=None)`\n",
+ "- usage: `Usage(completion_tokens=1341, prompt_tokens=11, total_tokens=1352, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=1340, rejected_prediction_tokens=None, text_tokens=1, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=11, image_tokens=None, video_tokens=None), cache_read_input_tokens=None)`\n",
"\n",
" "
],
"text/plain": [
- "ModelResponse(id='3LiOacb8K7KqjuMP44uC4A0', created=1775568918, model='gemini-2.5-flash', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='Nimble', role='assistant', tool_calls=None, function_call=None, images=[], thinking_blocks=[], provider_specific_fields=None))], usage=Usage(completion_tokens=561, prompt_tokens=11, total_tokens=572, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=559, rejected_prediction_tokens=None, text_tokens=2, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=11, image_tokens=None, video_tokens=None), cache_read_input_tokens=None), vertex_ai_grounding_metadata=[], vertex_ai_url_context_metadata=[], vertex_ai_safety_results=[], vertex_ai_citation_metadata=[])"
+ "ModelResponse(id='a6jkaZ7jDKfsxN8P0dKr2Q0', created=1776593002, model='gemini-2.5-flash', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='Efficient', role='assistant', tool_calls=None, function_call=None, images=[], thinking_blocks=[], provider_specific_fields=None))], usage=Usage(completion_tokens=1341, prompt_tokens=11, total_tokens=1352, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=1340, rejected_prediction_tokens=None, text_tokens=1, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=11, image_tokens=None, video_tokens=None), cache_read_input_tokens=None), vertex_ai_grounding_metadata=[], vertex_ai_url_context_metadata=[], vertex_ai_safety_results=[], vertex_ai_citation_metadata=[])"
]
},
"execution_count": null,
- "metadata": {
- "__type": "ModelResponse"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -2447,25 +2436,23 @@
{
"data": {
"text/markdown": [
- "Nimble\n",
+ "Efficient\n",
"\n",
"\n",
"\n",
- "- id: `3LiOacb8K7KqjuMP44uC4A0`\n",
+ "- id: `a6jkaZ7jDKfsxN8P0dKr2Q0`\n",
"- model: `gemini-2.5-flash`\n",
"- finish_reason: `stop`\n",
- "- usage: `Usage(completion_tokens=561, prompt_tokens=11, total_tokens=572, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=559, rejected_prediction_tokens=None, text_tokens=2, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=11, image_tokens=None, video_tokens=None), cache_read_input_tokens=None)`\n",
+ "- usage: `Usage(completion_tokens=1341, prompt_tokens=11, total_tokens=1352, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=1340, rejected_prediction_tokens=None, text_tokens=1, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=11, image_tokens=None, video_tokens=None), cache_read_input_tokens=None)`\n",
"\n",
" "
],
"text/plain": [
- "ModelResponse(id='3LiOacb8K7KqjuMP44uC4A0', created=1775568918, model='gemini-2.5-flash', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='Nimble', role='assistant', tool_calls=None, function_call=None, images=[], thinking_blocks=[], provider_specific_fields=None))], usage=Usage(completion_tokens=561, prompt_tokens=11, total_tokens=572, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=559, rejected_prediction_tokens=None, text_tokens=2, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=11, image_tokens=None, video_tokens=None), cache_read_input_tokens=None), vertex_ai_grounding_metadata=[], vertex_ai_url_context_metadata=[], vertex_ai_safety_results=[], vertex_ai_citation_metadata=[])"
+ "ModelResponse(id='a6jkaZ7jDKfsxN8P0dKr2Q0', created=1776593010, model='gemini-2.5-flash', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='Efficient', role='assistant', tool_calls=None, function_call=None, images=[], thinking_blocks=[], provider_specific_fields=None))], usage=Usage(completion_tokens=1341, prompt_tokens=11, total_tokens=1352, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=1340, rejected_prediction_tokens=None, text_tokens=1, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=11, image_tokens=None, video_tokens=None), cache_read_input_tokens=None), vertex_ai_grounding_metadata=[], vertex_ai_url_context_metadata=[], vertex_ai_safety_results=[], vertex_ai_citation_metadata=[])"
]
},
"execution_count": null,
- "metadata": {
- "__type": "ModelResponse"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -2492,7 +2479,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Streamlined\n",
+ "Fluid\n",
"\n"
]
}
@@ -2512,7 +2499,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Streamlined\n",
+ "Fluid\n",
"\n"
]
}
@@ -2580,7 +2567,7 @@
"\n",
"\n",
"\n",
- "- id: `chatcmpl-4d430e84-55a3-40d0-8e16-007d333e334c`\n",
+ "- id: `chatcmpl-f9cde11a-1ece-4667-a704-53b9305cf86e`\n",
"- model: `claude-sonnet-4-20250514`\n",
"- finish_reason: `tool_calls`\n",
"- usage: `Usage(completion_tokens=57, prompt_tokens=427, total_tokens=484, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=57, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', speed=None)`\n",
@@ -2588,13 +2575,11 @@
" "
],
"text/plain": [
- "ModelResponse(id='chatcmpl-4d430e84-55a3-40d0-8e16-007d333e334c', created=1775568918, model='claude-sonnet-4-20250514', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='tool_calls', index=0, message=Message(content=None, role='assistant', tool_calls=[ChatCompletionMessageToolCall(index=0, caller={'type': 'direct'}, function=Function(arguments='{\"location\": \"Reims\"}', name='get_current_weather'), id='toolu_01SfW6KjbkBsTMnW6rDUSXkx', type='function')], function_call=None, provider_specific_fields={'citations': None, 'thinking_blocks': None}))], usage=Usage(completion_tokens=57, prompt_tokens=427, total_tokens=484, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=57, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', speed=None))"
+ "ModelResponse(id='chatcmpl-f9cde11a-1ece-4667-a704-53b9305cf86e', created=1776593019, model='claude-sonnet-4-20250514', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='tool_calls', index=0, message=Message(content=None, role='assistant', tool_calls=[ChatCompletionMessageToolCall(index=0, caller={'type': 'direct'}, function=Function(arguments='{\"location\": \"Reims\"}', name='get_current_weather'), id='toolu_01FMQ11oCUTgDr7QSQQo7J6d', type='function')], function_call=None, provider_specific_fields={'citations': None, 'thinking_blocks': None}))], usage=Usage(completion_tokens=57, prompt_tokens=427, total_tokens=484, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=57, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', speed=None))"
]
},
"execution_count": null,
- "metadata": {
- "__type": "ModelResponse"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -2619,7 +2604,7 @@
"\n",
"\n",
"\n",
- "- id: `chatcmpl-e8f6814a-3221-4c0e-8bcb-b06b903cd40c`\n",
+ "- id: `chatcmpl-abafbd08-0d75-4745-948a-bcf812519bcc`\n",
"- model: `claude-sonnet-4-20250514`\n",
"- finish_reason: `tool_calls`\n",
"- usage: `Usage(completion_tokens=57, prompt_tokens=427, total_tokens=484, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=57, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', speed=None)`\n",
@@ -2627,13 +2612,11 @@
" "
],
"text/plain": [
- "ModelResponse(id='chatcmpl-e8f6814a-3221-4c0e-8bcb-b06b903cd40c', created=1775568918, model='claude-sonnet-4-20250514', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='tool_calls', index=0, message=Message(content=None, role='assistant', tool_calls=[ChatCompletionMessageToolCall(index=0, caller={'type': 'direct'}, function=Function(arguments='{\"location\": \"Reims\"}', name='get_current_weather'), id='toolu_01SfW6KjbkBsTMnW6rDUSXkx', type='function')], function_call=None, provider_specific_fields={'citations': None, 'thinking_blocks': None}))], usage=Usage(completion_tokens=57, prompt_tokens=427, total_tokens=484, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=57, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', speed=None))"
+ "ModelResponse(id='chatcmpl-abafbd08-0d75-4745-948a-bcf812519bcc', created=1776593019, model='claude-sonnet-4-20250514', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='tool_calls', index=0, message=Message(content=None, role='assistant', tool_calls=[ChatCompletionMessageToolCall(index=0, caller={'type': 'direct'}, function=Function(arguments='{\"location\": \"Reims\"}', name='get_current_weather'), id='toolu_01FMQ11oCUTgDr7QSQQo7J6d', type='function')], function_call=None, provider_specific_fields={'citations': None, 'thinking_blocks': None}))], usage=Usage(completion_tokens=57, prompt_tokens=427, total_tokens=484, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=0, rejected_prediction_tokens=None, text_tokens=57, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=0, text_tokens=None, image_tokens=None, video_tokens=None, cache_creation_tokens=0, cache_creation_token_details=CacheCreationTokenDetails(ephemeral_5m_input_tokens=0, ephemeral_1h_input_tokens=0)), cache_creation_input_tokens=0, cache_read_input_tokens=0, inference_geo='not_available', speed=None))"
]
},
"execution_count": null,
- "metadata": {
- "__type": "ModelResponse"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -2659,13 +2642,11 @@
{
"data": {
"text/plain": [
- "FileMetadata(id='file_011CXbbSoNwD64s49ioyHJZf', created_at=datetime.datetime(2026, 1, 29, 11, 31, 38, 260000, tzinfo=datetime.timezone.utc), filename='ex.txt', mime_type='text/plain', size_bytes=11, type='file', downloadable=False)"
+ "FileMetadata(id='file_011CaCwSxrb46ybfWs1ypnn2', created_at=datetime.datetime(2026, 4, 19, 10, 3, 39, 904000, tzinfo=datetime.timezone.utc), filename='ex.txt', mime_type='text/plain', size_bytes=11, type='file', downloadable=False, scope=None)"
]
},
"execution_count": null,
- "metadata": {
- "__type": "FileMetadata"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -2684,13 +2665,11 @@
{
"data": {
"text/plain": [
- "FileMetadata(id='file_011CXbbSoNwD64s49ioyHJZf', created_at=datetime.datetime(2026, 1, 29, 11, 31, 38, 260000, tzinfo=datetime.timezone.utc), filename='ex.txt', mime_type='text/plain', size_bytes=11, type='file', downloadable=False)"
+ "FileMetadata(id='file_011CaCwSxrb46ybfWs1ypnn2', created_at=datetime.datetime(2026, 4, 19, 10, 3, 39, 904000, tzinfo=datetime.timezone.utc), filename='ex.txt', mime_type='text/plain', size_bytes=11, type='file', downloadable=False, scope=None)"
]
},
"execution_count": null,
- "metadata": {
- "__type": "FileMetadata"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -2729,9 +2708,7 @@
]
},
"execution_count": null,
- "metadata": {
- "__type": "str"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -2748,25 +2725,23 @@
{
"data": {
"text/markdown": [
- "Compact\n",
+ "Efficient\n",
"\n",
"\n",
"\n",
- "- id: `57iOabv_NtKnjuMPqeO7wAo`\n",
+ "- id: `fKjkaeWdLqa5xN8P1-mY2QY`\n",
"- model: `gemini-2.5-flash`\n",
"- finish_reason: `stop`\n",
- "- usage: `Usage(completion_tokens=972, prompt_tokens=12, total_tokens=984, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=971, rejected_prediction_tokens=None, text_tokens=1, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=12, image_tokens=None, video_tokens=None), cache_read_input_tokens=None)`\n",
+ "- usage: `Usage(completion_tokens=597, prompt_tokens=12, total_tokens=609, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=596, rejected_prediction_tokens=None, text_tokens=1, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=12, image_tokens=None, video_tokens=None), cache_read_input_tokens=None)`\n",
"\n",
" "
],
"text/plain": [
- "ModelResponse(id='57iOabv_NtKnjuMPqeO7wAo', created=1775568918, model='gemini-2.5-flash', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='Compact', role='assistant', tool_calls=None, function_call=None, images=[], thinking_blocks=[], provider_specific_fields=None))], usage=Usage(completion_tokens=972, prompt_tokens=12, total_tokens=984, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=971, rejected_prediction_tokens=None, text_tokens=1, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=12, image_tokens=None, video_tokens=None), cache_read_input_tokens=None), vertex_ai_grounding_metadata=[], vertex_ai_url_context_metadata=[], vertex_ai_safety_results=[], vertex_ai_citation_metadata=[])"
+ "ModelResponse(id='fKjkaeWdLqa5xN8P1-mY2QY', created=1776593020, model='gemini-2.5-flash', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='Efficient', role='assistant', tool_calls=None, function_call=None, images=[], thinking_blocks=[], provider_specific_fields=None))], usage=Usage(completion_tokens=597, prompt_tokens=12, total_tokens=609, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=596, rejected_prediction_tokens=None, text_tokens=1, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=12, image_tokens=None, video_tokens=None), cache_read_input_tokens=None), vertex_ai_grounding_metadata=[], vertex_ai_url_context_metadata=[], vertex_ai_safety_results=[], vertex_ai_citation_metadata=[])"
]
},
"execution_count": null,
- "metadata": {
- "__type": "ModelResponse"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -2784,25 +2759,23 @@
{
"data": {
"text/markdown": [
- "Compact\n",
+ "Efficient\n",
"\n",
"\n",
"\n",
- "- id: `57iOabv_NtKnjuMPqeO7wAo`\n",
+ "- id: `fKjkaeWdLqa5xN8P1-mY2QY`\n",
"- model: `gemini-2.5-flash`\n",
"- finish_reason: `stop`\n",
- "- usage: `Usage(completion_tokens=972, prompt_tokens=12, total_tokens=984, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=971, rejected_prediction_tokens=None, text_tokens=1, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=12, image_tokens=None, video_tokens=None), cache_read_input_tokens=None)`\n",
+ "- usage: `Usage(completion_tokens=597, prompt_tokens=12, total_tokens=609, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=596, rejected_prediction_tokens=None, text_tokens=1, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=12, image_tokens=None, video_tokens=None), cache_read_input_tokens=None)`\n",
"\n",
" "
],
"text/plain": [
- "ModelResponse(id='57iOabv_NtKnjuMPqeO7wAo', created=1775568918, model='gemini-2.5-flash', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='Compact', role='assistant', tool_calls=None, function_call=None, images=[], thinking_blocks=[], provider_specific_fields=None))], usage=Usage(completion_tokens=972, prompt_tokens=12, total_tokens=984, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=971, rejected_prediction_tokens=None, text_tokens=1, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=12, image_tokens=None, video_tokens=None), cache_read_input_tokens=None), vertex_ai_grounding_metadata=[], vertex_ai_url_context_metadata=[], vertex_ai_safety_results=[], vertex_ai_citation_metadata=[])"
+ "ModelResponse(id='fKjkaeWdLqa5xN8P1-mY2QY', created=1776593024, model='gemini-2.5-flash', object='chat.completion', system_fingerprint=None, choices=[Choices(finish_reason='stop', index=0, message=Message(content='Efficient', role='assistant', tool_calls=None, function_call=None, images=[], thinking_blocks=[], provider_specific_fields=None))], usage=Usage(completion_tokens=597, prompt_tokens=12, total_tokens=609, completion_tokens_details=CompletionTokensDetailsWrapper(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=596, rejected_prediction_tokens=None, text_tokens=1, image_tokens=None, video_tokens=None), prompt_tokens_details=PromptTokensDetailsWrapper(audio_tokens=None, cached_tokens=None, text_tokens=12, image_tokens=None, video_tokens=None), cache_read_input_tokens=None), vertex_ai_grounding_metadata=[], vertex_ai_url_context_metadata=[], vertex_ai_safety_results=[], vertex_ai_citation_metadata=[])"
]
},
"execution_count": null,
- "metadata": {
- "__type": "ModelResponse"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -2954,24 +2927,22 @@
"data": {
"text/plain": [
"File(\n",
- " create_time=datetime.datetime(2026, 1, 29, 11, 31, 50, 148856, tzinfo=TzInfo(0)),\n",
+ " create_time=datetime.datetime(2026, 4, 19, 10, 3, 47, 976088, tzinfo=TzInfo(0)),\n",
" display_name='6ae8a75555209fd6',\n",
- " expiration_time=datetime.datetime(2026, 1, 31, 11, 31, 49, 479055, tzinfo=TzInfo(0)),\n",
+ " expiration_time=datetime.datetime(2026, 4, 21, 10, 3, 47, 310895, tzinfo=TzInfo(0)),\n",
" mime_type='text/plain',\n",
- " name='files/292cdzfbvklf',\n",
+ " name='files/b76sdj1vkfrc',\n",
" sha256_hash='NmFlOGE3NTU1NTIwOWZkNmM0NDE1N2MwYWVkODAxNmU3NjNmZjQzNWExOWNmMTg2Zjc2ODYzMTQwMTQzZmY3Mg==',\n",
" size_bytes=12,\n",
" source=,\n",
" state=,\n",
- " update_time=datetime.datetime(2026, 1, 29, 11, 31, 50, 148856, tzinfo=TzInfo(0)),\n",
- " uri='https://generativelanguage.googleapis.com/v1beta/files/292cdzfbvklf'\n",
+ " update_time=datetime.datetime(2026, 4, 19, 10, 3, 47, 976088, tzinfo=TzInfo(0)),\n",
+ " uri='https://generativelanguage.googleapis.com/v1beta/files/b76sdj1vkfrc'\n",
")"
]
},
"execution_count": null,
- "metadata": {
- "__type": "int"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -3030,13 +3001,11 @@
{
"data": {
"text/plain": [
- "'**Coordination**'"
+ "'Coordination'"
]
},
"execution_count": null,
- "metadata": {
- "__type": "int"
- },
+ "metadata": {},
"output_type": "execute_result"
}
],
@@ -3117,10 +3086,7 @@
]
}
],
- "metadata": {
- "solveit_dialog_mode": "learning",
- "solveit_ver": 2
- },
+ "metadata": {},
"nbformat": 4,
"nbformat_minor": 5
}