mirror of
https://github.com/meta-llama/llama-stack.git
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e9b4278a51
This PR updates the Conversation item related types and improves a couple critical parts of the implemenation: - it creates a streaming output item for the final assistant message output by the model. until now we only added content parts and included that message in the final response. - rewrites the conversation update code completely to account for items other than messages (tool calls, outputs, etc.) ## Test Plan Used the test script from https://github.com/llamastack/llama-stack-client-python/pull/281 for this ``` TEST_API_BASE_URL=http://localhost:8321/v1 \ pytest tests/integration/test_agent_turn_step_events.py::test_client_side_function_tool -xvs ```
177 lines
5.1 KiB
JSON
177 lines
5.1 KiB
JSON
{
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"test_id": "tests/integration/responses/test_basic_responses.py::test_response_non_streaming_multi_turn_image[openai_client-txt=openai/gpt-4o-llama_image_understanding]",
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"request": {
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"method": "POST",
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"url": "https://api.openai.com/v1/v1/chat/completions",
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"headers": {},
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"body": {
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"model": "gpt-4o",
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"messages": [
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{
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"role": "user",
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"content": [
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{
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"type": "text",
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"text": "What type of animal is in this image? Please respond with a single word that starts with the letter 'L'."
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},
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{
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"type": "image_url",
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"image_url": {
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"url": "https://upload.wikimedia.org/wikipedia/commons/f/f7/Llamas%2C_Vernagt-Stausee%2C_Italy.jpg",
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"detail": "auto"
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}
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}
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]
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}
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],
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"stream": true,
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"stream_options": {
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"include_usage": true
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}
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},
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"endpoint": "/v1/chat/completions",
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"model": "gpt-4o"
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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": "rec-6fa373f65715",
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"choices": [
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{
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"delta": {
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"content": "",
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"function_call": null,
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"refusal": null,
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"role": "assistant",
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"tool_calls": null
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"finish_reason": null,
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"index": 0,
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}
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],
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"created": 0,
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"model": "gpt-4o-2024-08-06",
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"object": "chat.completion.chunk",
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"service_tier": "default",
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"system_fingerprint": "fp_cbf1785567",
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"usage": null,
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}
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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": "rec-6fa373f65715",
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"choices": [
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{
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"delta": {
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"content": "L",
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"function_call": null,
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"refusal": null,
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"role": null,
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"tool_calls": null
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},
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"finish_reason": null,
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"index": 0,
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"logprobs": null
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}
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],
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"created": 0,
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"model": "gpt-4o-2024-08-06",
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"object": "chat.completion.chunk",
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"service_tier": "default",
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}
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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": "rec-6fa373f65715",
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"choices": [
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{
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"delta": {
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"content": "lama",
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"function_call": null,
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"refusal": null,
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"role": null,
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"tool_calls": null
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"index": 0,
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}
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],
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"created": 0,
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"model": "gpt-4o-2024-08-06",
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"object": "chat.completion.chunk",
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"service_tier": "default",
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}
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},
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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": "rec-6fa373f65715",
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"choices": [
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{
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"delta": {
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"content": null,
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"function_call": null,
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"refusal": null,
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"role": null,
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"tool_calls": null
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},
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"finish_reason": "stop",
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"index": 0,
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"logprobs": null
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}
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],
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"created": 0,
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"model": "gpt-4o-2024-08-06",
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"object": "chat.completion.chunk",
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"service_tier": "default",
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"system_fingerprint": "fp_cbf1785567",
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"usage": null,
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"obfuscation": "lBcD3OjPa7"
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}
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},
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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": "rec-6fa373f65715",
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"choices": [],
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"created": 0,
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"model": "gpt-4o-2024-08-06",
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"object": "chat.completion.chunk",
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"service_tier": "default",
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"system_fingerprint": "fp_cbf1785567",
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"usage": {
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"completion_tokens": 2,
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"prompt_tokens": 795,
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"total_tokens": 797,
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"completion_tokens_details": {
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"accepted_prediction_tokens": 0,
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"audio_tokens": 0,
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"reasoning_tokens": 0,
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"rejected_prediction_tokens": 0
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},
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"prompt_tokens_details": {
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"audio_tokens": 0,
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"cached_tokens": 0
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}
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},
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"obfuscation": "vdGo8PHtmrszZ2"
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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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"id_normalization_mapping": {}
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}
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