mirror of
https://github.com/meta-llama/llama-stack.git
synced 2025-10-03 19:57:35 +00:00
fully convert the input message types to the openai message types
previously the types were passed around as TypedDicts and converted to dicts
This commit is contained in:
Matthew Farrellee
parent
0327ef3daf
commit
0399f89c1f
32 changed files with 12183 additions and 4 deletions
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@ -50,6 +50,12 @@ from llama_stack.apis.inference import (
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CompletionMessage,
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Inference,
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Message,
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OpenAIAssistantMessageParam,
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OpenAIDeveloperMessageParam,
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OpenAIMessageParam,
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OpenAISystemMessageParam,
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OpenAIToolMessageParam,
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OpenAIUserMessageParam,
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SamplingParams,
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StopReason,
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SystemMessage,
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@ -515,10 +521,42 @@ class ChatAgent(ShieldRunnerMixin):
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async with tracing.span("inference") as span:
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if self.agent_config.name:
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span.set_attribute("agent_name", self.agent_config.name)
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def _serialize_nested(value):
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"""Recursively serialize nested Pydantic models to dicts."""
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from pydantic import BaseModel
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if isinstance(value, BaseModel):
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return value.model_dump(mode="json")
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elif isinstance(value, dict):
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return {k: _serialize_nested(v) for k, v in value.items()}
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elif isinstance(value, list):
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return [_serialize_nested(item) for item in value]
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else:
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return value
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def _add_type(openai_msg: dict) -> OpenAIMessageParam:
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# Serialize any nested Pydantic models to plain dicts
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openai_msg = _serialize_nested(openai_msg)
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role = openai_msg.get("role")
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if role == "user":
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return OpenAIUserMessageParam(**openai_msg)
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elif role == "system":
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return OpenAISystemMessageParam(**openai_msg)
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elif role == "assistant":
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return OpenAIAssistantMessageParam(**openai_msg)
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elif role == "tool":
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return OpenAIToolMessageParam(**openai_msg)
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elif role == "developer":
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return OpenAIDeveloperMessageParam(**openai_msg)
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else:
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raise ValueError(f"Unknown message role: {role}")
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# Convert messages to OpenAI format
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openai_messages: list[dict] = []
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for message in input_messages:
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openai_messages.append(await convert_message_to_openai_dict_new(message))
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openai_messages: list[OpenAIMessageParam] = [
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_add_type(await convert_message_to_openai_dict_new(message)) for message in input_messages
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]
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# Convert tool definitions to OpenAI format
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openai_tools = [convert_tooldef_to_openai_tool(x) for x in (self.tool_defs or [])]
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@ -528,7 +566,13 @@ class ChatAgent(ShieldRunnerMixin):
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tool_choice = None
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if openai_tools and self.agent_config.tool_config and self.agent_config.tool_config.tool_choice:
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tc = self.agent_config.tool_config.tool_choice
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tool_choice = tc.value if hasattr(tc, "value") else str(tc)
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tool_choice_str = tc.value if hasattr(tc, "value") else str(tc)
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# Convert tool_choice to OpenAI format
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if tool_choice_str in ("auto", "none", "required"):
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tool_choice = tool_choice_str
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else:
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# It's a specific tool name, wrap it in the proper format
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tool_choice = {"type": "function", "function": {"name": tool_choice_str}}
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# Convert sampling params to OpenAI format (temperature, top_p, max_tokens)
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temperature = getattr(getattr(sampling_params, "strategy", None), "temperature", None)
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609
tests/integration/recordings/responses/0002a233aedd.json
Normal file
609
tests/integration/recordings/responses/0002a233aedd.json
Normal file
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@ -0,0 +1,609 @@
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{
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"request": {
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"method": "POST",
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"url": "http://0.0.0.0:11434/v1/v1/chat/completions",
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"headers": {},
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"body": {
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"model": "llama3.2:3b-instruct-fp16",
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"messages": [
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{
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"role": "system",
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"content": "You are a helpful assistant"
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},
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{
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"role": "user",
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"content": "What is 2 + 2?"
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},
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{
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"role": "assistant",
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"content": "2 + 2 = 4"
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},
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{
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"role": "user",
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"content": "Tell me a short joke"
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}
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],
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"max_tokens": 0,
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"stream": true
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},
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"endpoint": "/v1/chat/completions",
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"model": "llama3.2:3b-instruct-fp16"
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},
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"response": {
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"body": [
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-827",
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"choices": [
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}
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],
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3128
tests/integration/recordings/responses/1beaba7ed76e.json
Normal file
3128
tests/integration/recordings/responses/1beaba7ed76e.json
Normal file
File diff suppressed because it is too large
Load diff
415
tests/integration/recordings/responses/234cd70ccae2.json
Normal file
415
tests/integration/recordings/responses/234cd70ccae2.json
Normal file
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|
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57
tests/integration/recordings/responses/3387f56ccac9.json
Normal file
57
tests/integration/recordings/responses/3387f56ccac9.json
Normal file
|
|
@ -0,0 +1,57 @@
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{
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"request": {
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"method": "POST",
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"url": "http://0.0.0.0:11434/v1/v1/chat/completions",
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"headers": {},
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"body": {
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"model": "llama-guard3:1b",
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"messages": [
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{
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"role": "user",
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"content": "Task: Check if there is unsafe content in 'Assistant' messages in conversations according our safety policy with the below categories.\n\n<BEGIN UNSAFE CONTENT CATEGORIES>\nS1: Violent Crimes.\nS2: Non-Violent Crimes.\nS3: Sex Crimes.\nS4: Child Exploitation.\nS5: Defamation.\nS6: Specialized Advice.\nS7: Privacy.\nS8: Intellectual Property.\nS9: Indiscriminate Weapons.\nS10: Hate.\nS11: Self-Harm.\nS12: Sexual Content.\nS13: Elections.\nS14: Code Interpreter Abuse.\n<END UNSAFE CONTENT CATEGORIES>\n\n<BEGIN CONVERSATION>\n\nUser: What is the boiling point of the liquid polyjuice in celsius?\n\nAssistant: I couldn't find any information on \"liquid polyjuice.\" It's possible that it's a fictional substance or not a real-world liquid. If you could provide more context or clarify what you mean by \"polyjuice,\" I'd be happy to try and help further.\n\n<END CONVERSATION>\n\nProvide your safety assessment for ONLY THE LAST Assistant message in the above conversation:\n - First line must read 'safe' or 'unsafe'.\n - If unsafe, a second line must include a comma-separated list of violated categories."
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}
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}
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57
tests/integration/recordings/responses/4c651211b0e0.json
Normal file
57
tests/integration/recordings/responses/4c651211b0e0.json
Normal file
|
|
@ -0,0 +1,57 @@
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551
tests/integration/recordings/responses/51398b60b155.json
Normal file
551
tests/integration/recordings/responses/51398b60b155.json
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@ -0,0 +1,551 @@
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57
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415
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389
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237
tests/integration/recordings/responses/72d82d62bca2.json
Normal file
237
tests/integration/recordings/responses/72d82d62bca2.json
Normal file
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1513
tests/integration/recordings/responses/7d28e973eff5.json
Normal file
1513
tests/integration/recordings/responses/7d28e973eff5.json
Normal file
File diff suppressed because it is too large
Load diff
120
tests/integration/recordings/responses/8e5912c90491.json
Normal file
120
tests/integration/recordings/responses/8e5912c90491.json
Normal file
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@ -0,0 +1,120 @@
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{
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57
tests/integration/recordings/responses/8f000a878ccd.json
Normal file
57
tests/integration/recordings/responses/8f000a878ccd.json
Normal file
|
|
@ -0,0 +1,57 @@
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389
tests/integration/recordings/responses/955ac3680d99.json
Normal file
389
tests/integration/recordings/responses/955ac3680d99.json
Normal file
|
|
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{
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415
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"object": "chat.completion.chunk",
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"service_tier": null,
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}
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}
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],
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"is_streaming": true
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}
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}
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||||
120
tests/integration/recordings/responses/afaacb433b7c.json
Normal file
120
tests/integration/recordings/responses/afaacb433b7c.json
Normal file
|
|
@ -0,0 +1,120 @@
|
|||
{
|
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"request": {
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||||
"method": "POST",
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"url": "http://0.0.0.0:11434/v1/v1/chat/completions",
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"messages": [
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{
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"role": "system",
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"content": "You are a helpful assistant"
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},
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{
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"role": "user",
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}
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{
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"description": "Returns the boiling point of a liquid in Celcius or Fahrenheit.",
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||||
"parameters": {
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"properties": {
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"liquid_name": {
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"type": "string",
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"description": "The name of the liquid"
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},
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"celcius": {
|
||||
"type": "boolean",
|
||||
"description": "Whether to return the boiling point in Celcius",
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||||
"default": true
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}
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},
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"required": [
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||||
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||||
]
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}
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}
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}
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],
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"top_p": 0.9
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},
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"name": "get_boiling_point"
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||||
},
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}
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120
tests/integration/recordings/responses/b367f68a8355.json
Normal file
120
tests/integration/recordings/responses/b367f68a8355.json
Normal file
|
|
@ -0,0 +1,120 @@
|
|||
{
|
||||
"request": {
|
||||
"method": "POST",
|
||||
"url": "http://0.0.0.0:11434/v1/v1/chat/completions",
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"headers": {},
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"body": {
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"model": "llama3.2:3b-instruct-fp16",
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"messages": [
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||||
{
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"role": "system",
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||||
"content": "You are a helpful assistant Always respond with tool calls no matter what. "
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||||
},
|
||||
{
|
||||
"role": "user",
|
||||
"content": "Get the boiling point of polyjuice with a tool call."
|
||||
}
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],
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||||
"max_tokens": 0,
|
||||
"stream": true,
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||||
"temperature": 0.0001,
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{
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"parameters": {
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"properties": {
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"type": "string",
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"description": "The name of the liquid"
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},
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"celcius": {
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"type": "boolean",
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"description": "Whether to return the boiling point in Celcius",
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"default": true
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}
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},
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||||
"required": [
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||||
]
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}
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}
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],
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},
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{
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"index": 0,
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"id": "call_q055g6sq",
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"function": {
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"arguments": "{\"celcius\":\"true\",\"liquid_name\":\"polyjuice\"}",
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"name": "get_boiling_point"
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},
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57
tests/integration/recordings/responses/b58e35a624b0.json
Normal file
57
tests/integration/recordings/responses/b58e35a624b0.json
Normal file
|
|
@ -0,0 +1,57 @@
|
|||
{
|
||||
"request": {
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||||
"method": "POST",
|
||||
"url": "http://0.0.0.0:11434/v1/v1/chat/completions",
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"headers": {},
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"body": {
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"model": "llama-guard3:1b",
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"messages": [
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{
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"role": "user",
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"content": "Task: Check if there is unsafe content in 'Assistant' messages in conversations according our safety policy with the below categories.\n\n<BEGIN UNSAFE CONTENT CATEGORIES>\nS1: Violent Crimes.\nS2: Non-Violent Crimes.\nS3: Sex Crimes.\nS4: Child Exploitation.\nS5: Defamation.\nS6: Specialized Advice.\nS7: Privacy.\nS8: Intellectual Property.\nS9: Indiscriminate Weapons.\nS10: Hate.\nS11: Self-Harm.\nS12: Sexual Content.\nS13: Elections.\nS14: Code Interpreter Abuse.\n<END UNSAFE CONTENT CATEGORIES>\n\n<BEGIN CONVERSATION>\n\nUser: Give me a sentence that contains the word: hello\n\nAssistant: The friendly receptionist greeted me with a warm \"hello\" as I walked into the office.\n\n<END CONVERSATION>\n\nProvide your safety assessment for ONLY THE LAST Assistant message in the above conversation:\n - First line must read 'safe' or 'unsafe'.\n - If unsafe, a second line must include a comma-separated list of violated categories."
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}
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],
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"temperature": 0.0
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136
tests/integration/recordings/responses/ba2761dcee2d.json
Normal file
136
tests/integration/recordings/responses/ba2761dcee2d.json
Normal file
|
|
@ -0,0 +1,136 @@
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{
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"request": {
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"method": "POST",
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{
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"url": {
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"title": "Url"
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420
tests/integration/recordings/responses/c02a8dfb5458.json
Normal file
420
tests/integration/recordings/responses/c02a8dfb5458.json
Normal file
|
|
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{
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"request": {
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"url": "http://0.0.0.0:11434/v1/v1/chat/completions",
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},
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{
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"tool_call_id": "call_26xsv4bs",
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"content": "-100"
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"stream": true,
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"tool_choice": {
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"type": "function",
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"function": {
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"name": "get_boiling_point"
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}
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},
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"tools": [
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{
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"type": "function",
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"function": {
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"name": "get_boiling_point",
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"description": "Returns the boiling point of a liquid in Celcius or Fahrenheit.",
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"parameters": {
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"type": "object",
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"properties": {
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57
tests/integration/recordings/responses/c8cbe86c6dae.json
Normal file
57
tests/integration/recordings/responses/c8cbe86c6dae.json
Normal file
|
|
@ -0,0 +1,57 @@
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{
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"request": {
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"method": "POST",
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"url": "http://0.0.0.0:11434/v1/v1/chat/completions",
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"headers": {},
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"body": {
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"model": "llama-guard3:1b",
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"messages": [
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{
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"role": "user",
|
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"content": "Task: Check if there is unsafe content in 'Assistant' messages in conversations according our safety policy with the below categories.\n\n<BEGIN UNSAFE CONTENT CATEGORIES>\nS1: Violent Crimes.\nS2: Non-Violent Crimes.\nS3: Sex Crimes.\nS4: Child Exploitation.\nS5: Defamation.\nS6: Specialized Advice.\nS7: Privacy.\nS8: Intellectual Property.\nS9: Indiscriminate Weapons.\nS10: Hate.\nS11: Self-Harm.\nS12: Sexual Content.\nS13: Elections.\nS14: Code Interpreter Abuse.\n<END UNSAFE CONTENT CATEGORIES>\n\n<BEGIN CONVERSATION>\n\nUser: Give me a sentence that contains the word: hello\n\nAssistant: The friendly receptionist greeted us with a warm \"hello\" as we walked into the office.\n\n<END CONVERSATION>\n\nProvide your safety assessment for ONLY THE LAST Assistant message in the above conversation:\n - First line must read 'safe' or 'unsafe'.\n - If unsafe, a second line must include a comma-separated list of violated categories."
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}
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],
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},
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}
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57
tests/integration/recordings/responses/ca5e40a262f5.json
Normal file
57
tests/integration/recordings/responses/ca5e40a262f5.json
Normal file
|
|
@ -0,0 +1,57 @@
|
|||
{
|
||||
"request": {
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"method": "POST",
|
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"url": "http://0.0.0.0:11434/v1/v1/chat/completions",
|
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"headers": {},
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"body": {
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"model": "llama-guard3:1b",
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"messages": [
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{
|
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"role": "user",
|
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"content": "Task: Check if there is unsafe content in 'Assistant' messages in conversations according our safety policy with the below categories.\n\n<BEGIN UNSAFE CONTENT CATEGORIES>\nS1: Violent Crimes.\nS2: Non-Violent Crimes.\nS3: Sex Crimes.\nS4: Child Exploitation.\nS5: Defamation.\nS6: Specialized Advice.\nS7: Privacy.\nS8: Intellectual Property.\nS9: Indiscriminate Weapons.\nS10: Hate.\nS11: Self-Harm.\nS12: Sexual Content.\nS13: Elections.\nS14: Code Interpreter Abuse.\n<END UNSAFE CONTENT CATEGORIES>\n\n<BEGIN CONVERSATION>\n\nUser: Get the boiling point of polyjuice with a tool call.\n\nAssistant: \n\nTool: -100\n\nAssistant: The boiling point of Polyjuice is -100\u00b0C.\n\n<END CONVERSATION>\n\nProvide your safety assessment for ONLY THE LAST Assistant message in the above conversation:\n - First line must read 'safe' or 'unsafe'.\n - If unsafe, a second line must include a comma-separated list of violated categories."
|
||||
}
|
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],
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"stream": false,
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"temperature": 0.0
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},
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"endpoint": "/v1/chat/completions",
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"model": "llama-guard3:1b"
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},
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"body": {
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"id": "chatcmpl-116",
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{
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"finish_reason": "stop",
|
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"index": 0,
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|
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|
||||
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|
||||
"role": "assistant",
|
||||
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|
||||
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}
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}
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],
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"object": "chat.completion",
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"service_tier": null,
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"system_fingerprint": "fp_ollama",
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"usage": {
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"total_tokens": 420,
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"completion_tokens_details": null,
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"prompt_tokens_details": null
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}
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}
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},
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"is_streaming": false
|
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}
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}
|
||||
168
tests/integration/recordings/responses/ce7f0b89454f.json
Normal file
168
tests/integration/recordings/responses/ce7f0b89454f.json
Normal file
|
|
@ -0,0 +1,168 @@
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|||
{
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"request": {
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"method": "POST",
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125
tests/integration/recordings/responses/dd6cc3f2e6ce.json
Normal file
125
tests/integration/recordings/responses/dd6cc3f2e6ce.json
Normal file
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120
tests/integration/recordings/responses/ec4853ce509b.json
Normal file
120
tests/integration/recordings/responses/ec4853ce509b.json
Normal file
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120
tests/integration/recordings/responses/f55d47f584e9.json
Normal file
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tests/integration/recordings/responses/f55d47f584e9.json
Normal file
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Loading…
Add table
Add a link
Reference in a new issue