LiteLLM Minor Fixes & Improvements (10/24/2024) (#6441)

* fix(azure.py): handle /openai/deployment in azure api base

* fix(factory.py): fix faulty anthropic tool result translation check

Fixes https://github.com/BerriAI/litellm/issues/6422

* fix(gpt_transformation.py): add support for parallel_tool_calls to azure

Fixes https://github.com/BerriAI/litellm/issues/6440

* fix(factory.py): support anthropic prompt caching for tool results

* fix(vertex_ai/common_utils): don't pop non-null required field

Fixes https://github.com/BerriAI/litellm/issues/6426

* feat(vertex_ai.py): support code_execution tool call for vertex ai + gemini

Closes https://github.com/BerriAI/litellm/issues/6434

* build(model_prices_and_context_window.json): Add 'supports_assistant_prefill' for bedrock claude-3-5-sonnet v2 models

Closes https://github.com/BerriAI/litellm/issues/6437

* fix(types/utils.py): fix linting

* test: update test to include required fields

* test: fix test

* test: handle flaky test

* test: remove e2e test - hitting gemini rate limits
This commit is contained in:
Krish Dholakia 2024-10-28 15:05:20 -07:00 committed by GitHub
parent 828631d6fc
commit f44ab00de2
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16 changed files with 366 additions and 94 deletions

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@ -471,3 +471,144 @@ def test_anthropic_function_call_with_no_schema(model):
{"role": "user", "content": "What is the current temperature in New York?"}
]
completion(model=model, messages=messages, tools=tools, tool_choice="auto")
def test_passing_tool_result_as_list():
litellm.set_verbose = True
model = "anthropic/claude-3-5-sonnet-20241022"
messages = [
{
"content": [
{
"type": "text",
"text": "You are a helpful assistant that have the ability to interact with a computer to solve tasks.",
}
],
"role": "system",
},
{
"content": [
{
"type": "text",
"text": "Write a git commit message for the current staging area and commit the changes.",
}
],
"role": "user",
},
{
"content": [
{
"type": "text",
"text": "I'll help you commit the changes. Let me first check the git status to see what changes are staged.",
}
],
"role": "assistant",
"tool_calls": [
{
"index": 1,
"function": {
"arguments": '{"command": "git status", "thought": "Checking git status to see staged changes"}',
"name": "execute_bash",
},
"id": "toolu_01V1paXrun4CVetdAGiQaZG5",
"type": "function",
}
],
},
{
"content": [
{
"type": "text",
"text": 'OBSERVATION:\nOn branch master\r\n\r\nNo commits yet\r\n\r\nChanges to be committed:\r\n (use "git rm --cached <file>..." to unstage)\r\n\tnew file: hello.py\r\n\r\n\r\n[Python Interpreter: /openhands/poetry/openhands-ai-5O4_aCHf-py3.12/bin/python]\nroot@openhands-workspace:/workspace # \n[Command finished with exit code 0]',
}
],
"role": "tool",
"tool_call_id": "toolu_01V1paXrun4CVetdAGiQaZG5",
"name": "execute_bash",
"cache_control": {"type": "ephemeral"},
},
]
tools = [
{
"type": "function",
"function": {
"name": "execute_bash",
"description": 'Execute a bash command in the terminal.\n* Long running commands: For commands that may run indefinitely, it should be run in the background and the output should be redirected to a file, e.g. command = `python3 app.py > server.log 2>&1 &`.\n* Interactive: If a bash command returns exit code `-1`, this means the process is not yet finished. The assistant must then send a second call to terminal with an empty `command` (which will retrieve any additional logs), or it can send additional text (set `command` to the text) to STDIN of the running process, or it can send command=`ctrl+c` to interrupt the process.\n* Timeout: If a command execution result says "Command timed out. Sending SIGINT to the process", the assistant should retry running the command in the background.\n',
"parameters": {
"type": "object",
"properties": {
"thought": {
"type": "string",
"description": "Reasoning about the action to take.",
},
"command": {
"type": "string",
"description": "The bash command to execute. Can be empty to view additional logs when previous exit code is `-1`. Can be `ctrl+c` to interrupt the currently running process.",
},
},
"required": ["command"],
},
},
},
{
"type": "function",
"function": {
"name": "finish",
"description": "Finish the interaction.\n* Do this if the task is complete.\n* Do this if the assistant cannot proceed further with the task.\n",
},
},
{
"type": "function",
"function": {
"name": "str_replace_editor",
"description": "Custom editing tool for viewing, creating and editing files\n* State is persistent across command calls and discussions with the user\n* If `path` is a file, `view` displays the result of applying `cat -n`. If `path` is a directory, `view` lists non-hidden files and directories up to 2 levels deep\n* The `create` command cannot be used if the specified `path` already exists as a file\n* If a `command` generates a long output, it will be truncated and marked with `<response clipped>`\n* The `undo_edit` command will revert the last edit made to the file at `path`\n\nNotes for using the `str_replace` command:\n* The `old_str` parameter should match EXACTLY one or more consecutive lines from the original file. Be mindful of whitespaces!\n* If the `old_str` parameter is not unique in the file, the replacement will not be performed. Make sure to include enough context in `old_str` to make it unique\n* The `new_str` parameter should contain the edited lines that should replace the `old_str`\n",
"parameters": {
"type": "object",
"properties": {
"command": {
"description": "The commands to run. Allowed options are: `view`, `create`, `str_replace`, `insert`, `undo_edit`.",
"enum": [
"view",
"create",
"str_replace",
"insert",
"undo_edit",
],
"type": "string",
},
"path": {
"description": "Absolute path to file or directory, e.g. `/repo/file.py` or `/repo`.",
"type": "string",
},
"file_text": {
"description": "Required parameter of `create` command, with the content of the file to be created.",
"type": "string",
},
"old_str": {
"description": "Required parameter of `str_replace` command containing the string in `path` to replace.",
"type": "string",
},
"new_str": {
"description": "Optional parameter of `str_replace` command containing the new string (if not given, no string will be added). Required parameter of `insert` command containing the string to insert.",
"type": "string",
},
"insert_line": {
"description": "Required parameter of `insert` command. The `new_str` will be inserted AFTER the line `insert_line` of `path`.",
"type": "integer",
},
"view_range": {
"description": "Optional parameter of `view` command when `path` points to a file. If none is given, the full file is shown. If provided, the file will be shown in the indicated line number range, e.g. [11, 12] will show lines 11 and 12. Indexing at 1 to start. Setting `[start_line, -1]` shows all lines from `start_line` to the end of the file.",
"items": {"type": "integer"},
"type": "array",
},
},
"required": ["command", "path"],
},
},
},
]
for _ in range(2):
resp = completion(model=model, messages=messages, tools=tools)
print(resp)
assert resp.usage.prompt_tokens_details.cached_tokens > 0