feat: (re-)enable Databricks inference adapter (#3500)

# What does this PR do?

add/enable the Databricks inference adapter

Databricks inference adapter was broken, closes #3486 

- remove deprecated completion / chat_completion endpoints
- enable dynamic model listing w/o refresh, listing is not async
- use SecretStr instead of str for token
- backward incompatible change: for consistency with databricks docs,
env DATABRICKS_URL -> DATABRICKS_HOST and DATABRICKS_API_TOKEN ->
DATABRICKS_TOKEN
- databricks urls are custom per user/org, add special recorder handling
for databricks urls
- add integration test --setup databricks
- enable chat completions tests
- enable embeddings tests
- disable n > 1 tests
- disable embeddings base64 tests
- disable embeddings dimensions tests

note: reasoning models, e.g. gpt oss, fail because databricks has a
custom, incompatible response format

## Test Plan

ci and 

```
./scripts/integration-tests.sh --stack-config server:ci-tests --setup databricks --subdirs inference --pattern openai
```

note: databricks needs to be manually added to the ci-tests distro for
replay testing
This commit is contained in:
Matthew Farrellee 2025-09-23 15:37:23 -04:00 committed by GitHub
parent 9406a998b9
commit d07ebce4d9
No known key found for this signature in database
GPG key ID: B5690EEEBB952194
24 changed files with 11649 additions and 101 deletions

View file

@ -0,0 +1,728 @@
{
"request": {
"method": "POST",
"url": "__databricks__/serving-endpoints/v1/chat/completions",
"headers": {},
"body": {
"model": "databricks-meta-llama-3-3-70b-instruct",
"messages": [
{
"role": "user",
"content": "Hello, world!"
}
],
"stream": true
},
"endpoint": "/v1/chat/completions",
"model": "databricks-meta-llama-3-3-70b-instruct"
},
"response": {
"body": [
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "",
"function_call": null,
"refusal": null,
"role": "assistant",
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 3,
"prompt_tokens": 14,
"total_tokens": 17,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "Hello! ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 3,
"prompt_tokens": 14,
"total_tokens": 17,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "It's ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 5,
"prompt_tokens": 14,
"total_tokens": 19,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "nice ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 6,
"prompt_tokens": 14,
"total_tokens": 20,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "to ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 7,
"prompt_tokens": 14,
"total_tokens": 21,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "meet ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 8,
"prompt_tokens": 14,
"total_tokens": 22,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "you. ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 10,
"prompt_tokens": 14,
"total_tokens": 24,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "Is ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 11,
"prompt_tokens": 14,
"total_tokens": 25,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "there ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 12,
"prompt_tokens": 14,
"total_tokens": 26,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "something ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 13,
"prompt_tokens": 14,
"total_tokens": 27,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "I ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 14,
"prompt_tokens": 14,
"total_tokens": 28,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "can ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 15,
"prompt_tokens": 14,
"total_tokens": 29,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "help ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 16,
"prompt_tokens": 14,
"total_tokens": 30,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "you ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 17,
"prompt_tokens": 14,
"total_tokens": 31,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "with ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 18,
"prompt_tokens": 14,
"total_tokens": 32,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "or ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 19,
"prompt_tokens": 14,
"total_tokens": 33,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "would ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 20,
"prompt_tokens": 14,
"total_tokens": 34,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "you ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 21,
"prompt_tokens": 14,
"total_tokens": 35,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "like ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 22,
"prompt_tokens": 14,
"total_tokens": 36,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "to ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 23,
"prompt_tokens": 14,
"total_tokens": 37,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "chat?",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 25,
"prompt_tokens": 14,
"total_tokens": 39,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_7268e4ee-3b8e-461e-80dc-608e76f3801d",
"choices": [
{
"delta": {
"content": "",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": "stop",
"index": 0,
"logprobs": null
}
],
"created": 1758326500,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 25,
"prompt_tokens": 14,
"total_tokens": 39,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
}
],
"is_streaming": true
}
}

View file

@ -0,0 +1,56 @@
{
"request": {
"method": "POST",
"url": "__databricks__/serving-endpoints/v1/chat/completions",
"headers": {},
"body": {
"model": "databricks-meta-llama-3-3-70b-instruct",
"messages": [
{
"role": "user",
"content": "Hello, world!"
}
],
"stream": false
},
"endpoint": "/v1/chat/completions",
"model": "databricks-meta-llama-3-3-70b-instruct"
},
"response": {
"body": {
"__type__": "openai.types.chat.chat_completion.ChatCompletion",
"__data__": {
"id": "chatcmpl_52eec823-4235-473d-b25a-f0af4ebd4837",
"choices": [
{
"finish_reason": "stop",
"index": 0,
"logprobs": null,
"message": {
"content": "Hello! It's great to meet you. Is there something I can help you with, or would you like to chat?",
"refusal": null,
"role": "assistant",
"annotations": null,
"audio": null,
"function_call": null,
"tool_calls": null
}
}
],
"created": 1758326506,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 26,
"prompt_tokens": 14,
"total_tokens": 40,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
"is_streaming": false
}
}

View file

@ -0,0 +1,56 @@
{
"request": {
"method": "POST",
"url": "__databricks__/serving-endpoints/v1/chat/completions",
"headers": {},
"body": {
"model": "databricks-meta-llama-3-3-70b-instruct",
"messages": [
{
"role": "user",
"content": "Which planet do humans live on?"
}
],
"stream": false
},
"endpoint": "/v1/chat/completions",
"model": "databricks-meta-llama-3-3-70b-instruct"
},
"response": {
"body": {
"__type__": "openai.types.chat.chat_completion.ChatCompletion",
"__data__": {
"id": "chatcmpl_e846ea96-9636-4eb4-bde4-84510478617b",
"choices": [
{
"finish_reason": "stop",
"index": 0,
"logprobs": null,
"message": {
"content": "Humans live on the planet Earth.",
"refusal": null,
"role": "assistant",
"annotations": null,
"audio": null,
"function_call": null,
"tool_calls": null
}
}
],
"created": 1758326497,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 8,
"prompt_tokens": 17,
"total_tokens": 25,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
"is_streaming": false
}
}

View file

@ -0,0 +1,56 @@
{
"request": {
"method": "POST",
"url": "__databricks__/serving-endpoints/v1/chat/completions",
"headers": {},
"body": {
"model": "databricks-meta-llama-3-3-70b-instruct",
"messages": [
{
"role": "user",
"content": "Which planet has rings around it with a name starting with letter S?"
}
],
"stream": false
},
"endpoint": "/v1/chat/completions",
"model": "databricks-meta-llama-3-3-70b-instruct"
},
"response": {
"body": {
"__type__": "openai.types.chat.chat_completion.ChatCompletion",
"__data__": {
"id": "chatcmpl_094a74d8-2e39-45ce-8eb9-64d505bd24e9",
"choices": [
{
"finish_reason": "stop",
"index": 0,
"logprobs": null,
"message": {
"content": "The answer is Saturn! Saturn is a planet in our solar system that is known for its stunning ring system. The rings of Saturn are made up of ice and rock particles that range in size from tiny dust grains to massive boulders. They are a beautiful sight to behold, and astronomers and space enthusiasts alike have been fascinated by them for centuries.\n\nSo, the planet with rings around it with a name starting with the letter S is indeed Saturn!",
"refusal": null,
"role": "assistant",
"annotations": null,
"audio": null,
"function_call": null,
"tool_calls": null
}
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 91,
"prompt_tokens": 24,
"total_tokens": 115,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
"is_streaming": false
}
}

View file

@ -0,0 +1,344 @@
{
"request": {
"method": "POST",
"url": "__databricks__/serving-endpoints/v1/chat/completions",
"headers": {},
"body": {
"model": "databricks-meta-llama-3-3-70b-instruct",
"messages": [
{
"role": "user",
"content": "What's the name of the Sun in latin?"
}
],
"stream": true
},
"endpoint": "/v1/chat/completions",
"model": "databricks-meta-llama-3-3-70b-instruct"
},
"response": {
"body": [
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_2c653de2-afd4-4075-bc8d-8200562a191b",
"choices": [
{
"delta": {
"content": "",
"function_call": null,
"refusal": null,
"role": "assistant",
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326497,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 2,
"prompt_tokens": 20,
"total_tokens": 22,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_2c653de2-afd4-4075-bc8d-8200562a191b",
"choices": [
{
"delta": {
"content": "The ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326497,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 2,
"prompt_tokens": 20,
"total_tokens": 22,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_2c653de2-afd4-4075-bc8d-8200562a191b",
"choices": [
{
"delta": {
"content": "Latin ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326497,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 3,
"prompt_tokens": 20,
"total_tokens": 23,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_2c653de2-afd4-4075-bc8d-8200562a191b",
"choices": [
{
"delta": {
"content": "name ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326497,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 4,
"prompt_tokens": 20,
"total_tokens": 24,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_2c653de2-afd4-4075-bc8d-8200562a191b",
"choices": [
{
"delta": {
"content": "for ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326497,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 5,
"prompt_tokens": 20,
"total_tokens": 25,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_2c653de2-afd4-4075-bc8d-8200562a191b",
"choices": [
{
"delta": {
"content": "the ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326497,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 6,
"prompt_tokens": 20,
"total_tokens": 26,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_2c653de2-afd4-4075-bc8d-8200562a191b",
"choices": [
{
"delta": {
"content": "Sun ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326497,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 7,
"prompt_tokens": 20,
"total_tokens": 27,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_2c653de2-afd4-4075-bc8d-8200562a191b",
"choices": [
{
"delta": {
"content": "is ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326497,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 8,
"prompt_tokens": 20,
"total_tokens": 28,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_2c653de2-afd4-4075-bc8d-8200562a191b",
"choices": [
{
"delta": {
"content": "\"Sol\".",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326498,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 11,
"prompt_tokens": 20,
"total_tokens": 31,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_2c653de2-afd4-4075-bc8d-8200562a191b",
"choices": [
{
"delta": {
"content": "",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": "stop",
"index": 0,
"logprobs": null
}
],
"created": 1758326498,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 11,
"prompt_tokens": 20,
"total_tokens": 31,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
}
],
"is_streaming": true
}
}

File diff suppressed because it is too large Load diff

File diff suppressed because it is too large Load diff

File diff suppressed because it is too large Load diff

View file

@ -0,0 +1,83 @@
{
"request": {
"method": "POST",
"url": "__databricks__/serving-endpoints/v1/chat/completions",
"headers": {},
"body": {
"model": "databricks-meta-llama-3-3-70b-instruct",
"messages": [
{
"role": "user",
"content": "What's the weather in Tokyo? Use the get_weather function to get the weather."
}
],
"stream": false,
"tools": [
{
"type": "function",
"function": {
"name": "get_weather",
"description": "Get the weather in a given city",
"parameters": {
"type": "object",
"properties": {
"city": {
"type": "string",
"description": "The city to get the weather for"
}
}
}
}
}
]
},
"endpoint": "/v1/chat/completions",
"model": "databricks-meta-llama-3-3-70b-instruct"
},
"response": {
"body": {
"__type__": "openai.types.chat.chat_completion.ChatCompletion",
"__data__": {
"id": "chatcmpl_e54eaa97-ace3-4af6-b3a2-b1627bc77488",
"choices": [
{
"finish_reason": "tool_calls",
"index": 0,
"logprobs": null,
"message": {
"content": null,
"refusal": null,
"role": "assistant",
"annotations": null,
"audio": null,
"function_call": null,
"tool_calls": [
{
"id": "call_9c7f9e5f-c6eb-4c3c-a7b3-e9fe0e786b50",
"function": {
"arguments": "{ \"city\": \"Tokyo\" }",
"name": "get_weather"
},
"type": "function"
}
]
}
}
],
"created": 1758326507,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 15,
"prompt_tokens": 682,
"total_tokens": 697,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
"is_streaming": false
}
}

File diff suppressed because it is too large Load diff

File diff suppressed because it is too large Load diff

File diff suppressed because it is too large Load diff

View file

@ -0,0 +1,168 @@
{
"request": {
"method": "POST",
"url": "__databricks__/serving-endpoints/v1/chat/completions",
"headers": {},
"body": {
"model": "databricks-meta-llama-3-3-70b-instruct",
"messages": [
{
"role": "user",
"content": "What's the weather in Tokyo? Use the get_weather function to get the weather."
}
],
"stream": true,
"tools": [
{
"type": "function",
"function": {
"name": "get_weather",
"description": "Get the weather in a given city",
"parameters": {
"type": "object",
"properties": {
"city": {
"type": "string",
"description": "The city to get the weather for"
}
}
}
}
}
]
},
"endpoint": "/v1/chat/completions",
"model": "databricks-meta-llama-3-3-70b-instruct"
},
"response": {
"body": [
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_4c3ae1bf-991d-4266-a12d-b1e97ecbb7a0",
"choices": [
{
"delta": {
"content": null,
"function_call": null,
"refusal": null,
"role": "assistant",
"tool_calls": [
{
"index": 0,
"id": "call_87aed80e-f856-468f-9523-52db3018d83d",
"function": {
"arguments": "",
"name": "get_weather"
},
"type": "function"
}
]
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326502,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 15,
"prompt_tokens": 682,
"total_tokens": 697,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_4c3ae1bf-991d-4266-a12d-b1e97ecbb7a0",
"choices": [
{
"delta": {
"content": null,
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": [
{
"index": 0,
"id": null,
"function": {
"arguments": "{ \"city\": \"Tokyo\" }",
"name": null
},
"type": null
}
]
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326502,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 15,
"prompt_tokens": 682,
"total_tokens": 697,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_4c3ae1bf-991d-4266-a12d-b1e97ecbb7a0",
"choices": [
{
"delta": {
"content": null,
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": [
{
"index": 0,
"id": null,
"function": {
"arguments": "",
"name": null
},
"type": null
}
]
},
"finish_reason": "tool_calls",
"index": 0,
"logprobs": null
}
],
"created": 1758326502,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 15,
"prompt_tokens": 682,
"total_tokens": 697,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
}
],
"is_streaming": true
}
}

View file

@ -0,0 +1,536 @@
{
"request": {
"method": "POST",
"url": "__databricks__/serving-endpoints/v1/chat/completions",
"headers": {},
"body": {
"model": "databricks-meta-llama-3-3-70b-instruct",
"messages": [
{
"role": "user",
"content": "What is the name of the US captial?"
}
],
"stream": true
},
"endpoint": "/v1/chat/completions",
"model": "databricks-meta-llama-3-3-70b-instruct"
},
"response": {
"body": [
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "",
"function_call": null,
"refusal": null,
"role": "assistant",
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 2,
"prompt_tokens": 20,
"total_tokens": 22,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "The ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 2,
"prompt_tokens": 20,
"total_tokens": 22,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "capital ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 3,
"prompt_tokens": 20,
"total_tokens": 23,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "of ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 4,
"prompt_tokens": 20,
"total_tokens": 24,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "the ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 5,
"prompt_tokens": 20,
"total_tokens": 25,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "United ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 6,
"prompt_tokens": 20,
"total_tokens": 26,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "States ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 7,
"prompt_tokens": 20,
"total_tokens": 27,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "is ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 8,
"prompt_tokens": 20,
"total_tokens": 28,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "Washington, ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 10,
"prompt_tokens": 20,
"total_tokens": 30,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "D.C. ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 13,
"prompt_tokens": 20,
"total_tokens": 33,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "(short ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 15,
"prompt_tokens": 20,
"total_tokens": 35,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "for ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 16,
"prompt_tokens": 20,
"total_tokens": 36,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "District ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 17,
"prompt_tokens": 20,
"total_tokens": 37,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "of ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 18,
"prompt_tokens": 20,
"total_tokens": 38,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "Columbia).",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 20,
"prompt_tokens": 20,
"total_tokens": 40,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": "stop",
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 20,
"prompt_tokens": 20,
"total_tokens": 40,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
}
],
"is_streaming": true
}
}

File diff suppressed because it is too large Load diff