text stringlengths 8 1.72M | id stringlengths 22 143 | metadata dict | __index_level_0__ int64 0 104 |
|---|---|---|---|
from promptflow import tool
@tool
def my_python_tool(input1: str) -> str:
return 'hello ' + input1
| promptflow/src/promptflow/tests/test_configs/flows/activate_with_no_inputs/node_a.py/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/activate_with_no_inputs/node_a.py",
"repo_id": "promptflow",
"token_count": 37
} | 60 |
import asyncio
import json
from openai import AsyncOpenAI
from openai.types.beta.threads import MessageContentImageFile, MessageContentText
from promptflow import tool, trace
from promptflow.connections import OpenAIConnection
from promptflow.contracts.multimedia import Image
from promptflow.contracts.types import As... | promptflow/src/promptflow/tests/test_configs/flows/assistant-with-file/add_message_and_run.py/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/assistant-with-file/add_message_and_run.py",
"repo_id": "promptflow",
"token_count": 3874
} | 61 |
{# Please replace the template with your own prompt. #}
system:
You task is to generate what I ask
user:
Write a simple {{text}} program that displays the greeting message when executed.
| promptflow/src/promptflow/tests/test_configs/flows/basic-with-connection/hello.jinja2/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/basic-with-connection/hello.jinja2",
"repo_id": "promptflow",
"token_count": 45
} | 62 |
from promptflow import tool
from promptflow.contracts.multimedia import Image
@tool
def mock_chat(chat_history: list, question: list):
ensure_image_in_list(question, "question")
for item in chat_history:
ensure_image_in_list(item["inputs"]["question"], "inputs of chat history")
ensure_image_in... | promptflow/src/promptflow/tests/test_configs/flows/chat_flow_with_image/mock_chat.py/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/chat_flow_with_image/mock_chat.py",
"repo_id": "promptflow",
"token_count": 310
} | 63 |
from promptflow import tool
@tool
def grade(groundtruth: str, prediction: str):
groundtruth = groundtruth.lower().strip('"')
prediction = prediction.lower().strip('"')
return "Correct" if groundtruth == prediction else "Incorrect"
| promptflow/src/promptflow/tests/test_configs/flows/classification_accuracy_evaluation/grade.py/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/classification_accuracy_evaluation/grade.py",
"repo_id": "promptflow",
"token_count": 71
} | 64 |
from promptflow import tool
@tool
def kql_retriever(content: str) -> str:
return "KQL: " + content | promptflow/src/promptflow/tests/test_configs/flows/conditional_flow_with_activate/kql_tsg_retriever.py/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/conditional_flow_with_activate/kql_tsg_retriever.py",
"repo_id": "promptflow",
"token_count": 35
} | 65 |
inputs:
image:
type: image
default: logo.jpg
outputs:
output:
type: image
reference: ${python_node.output}
nodes:
- name: python_node
type: python
source:
type: code
path: pick_an_image.py
inputs:
image_1: ${inputs.image}
image_2:
data:image/png;path: logo_2.png
- name: a... | promptflow/src/promptflow/tests/test_configs/flows/eval_flow_with_simple_image/flow.dag.yaml/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/eval_flow_with_simple_image/flow.dag.yaml",
"repo_id": "promptflow",
"token_count": 231
} | 66 |
from promptflow import tool
from promptflow.connections import CustomConnection
@tool
def my_python_tool(text: str, connection: CustomConnection) -> dict:
return connection._to_dict()
| promptflow/src/promptflow/tests/test_configs/flows/flow_with_custom_connection/hello.py/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/flow_with_custom_connection/hello.py",
"repo_id": "promptflow",
"token_count": 51
} | 67 |
id: web_classification
inputs:
url:
default: https://www.microsoft.com/en-us/d/xbox-wireless-controller-stellar-shift-special-edition/94fbjc7h0h6h
is_chat_input: false
type: string
nodes:
- inputs:
url: ${inputs.url}
name: fetch_text_content_from_url
reduce: false
source:
path: f... | promptflow/src/promptflow/tests/test_configs/flows/flow_with_ignore_file/flow.dag.yaml/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/flow_with_ignore_file/flow.dag.yaml",
"repo_id": "promptflow",
"token_count": 219
} | 68 |
{"text": "Hello World!"}
| promptflow/src/promptflow/tests/test_configs/flows/flow_with_package_tool_with_custom_connection/data.jsonl/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/flow_with_package_tool_with_custom_connection/data.jsonl",
"repo_id": "promptflow",
"token_count": 9
} | 69 |
inputs:
user_id:
type: int
default: 1
outputs:
output:
type: string
reference: ${greetings.output.greeting}
nodes:
- name: greetings
type: python
source:
type: code
path: greetings.py
inputs:
user_id: ${inputs.user_id}
| promptflow/src/promptflow/tests/test_configs/flows/flow_with_trace/flow.dag.yaml/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/flow_with_trace/flow.dag.yaml",
"repo_id": "promptflow",
"token_count": 111
} | 70 |
inputs:
text:
type: string
outputs:
output_prompt:
type: string
reference: ${llm_tool_with_duplicated_inputs.output}
nodes:
- name: llm_tool_with_duplicated_inputs
type: llm
provider: AzureOpenAI
api: completion
module: promptflow.tools.aoai
connection: azure_open_ai_connection
source:
t... | promptflow/src/promptflow/tests/test_configs/flows/llm_tool_with_duplicated_inputs/flow.dag.yaml/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/llm_tool_with_duplicated_inputs/flow.dag.yaml",
"repo_id": "promptflow",
"token_count": 189
} | 71 |
from promptflow import tool
@tool
def stringify_num():
print("hello world")
| promptflow/src/promptflow/tests/test_configs/flows/no_inputs_outputs/say_hello.py/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/no_inputs_outputs/say_hello.py",
"repo_id": "promptflow",
"token_count": 26
} | 72 |
{"key": "no"}
{"key": "raise"}
{"key": "matter"}
| promptflow/src/promptflow/tests/test_configs/flows/partial_fail/data.jsonl/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/partial_fail/data.jsonl",
"repo_id": "promptflow",
"token_count": 21
} | 73 |
{
"name": "summarize_text_content_prompt",
"type": "prompt",
"inputs": {
"text": {
"type": [
"string"
]
},
"image1": {
"type": [
"image"
]
},
"image2": {
"type": [
"image"
]
},
"image3": {
"type": [
"image"
... | promptflow/src/promptflow/tests/test_configs/flows/prompt_tools/summarize_text_content_prompt.meta.json/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/prompt_tools/summarize_text_content_prompt.meta.json",
"repo_id": "promptflow",
"token_count": 311
} | 74 |
inputs:
image:
type: image
default: logo.jpg
outputs:
output:
type: image
reference: ${python_node.output}
nodes:
- name: python_node
type: python
source:
type: code
path: passthrough.py
inputs:
image: ${inputs.image}
| promptflow/src/promptflow/tests/test_configs/flows/python_tool_with_image_nested_api_calls/flow.dag.yaml/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/python_tool_with_image_nested_api_calls/flow.dag.yaml",
"repo_id": "promptflow",
"token_count": 106
} | 75 |
[
{
"image_2": {
"data:image/png;path": "logo.jpg"
}
},
{
"image_2": {
"data:image/png;path": "logo_2.png"
}
}
] | promptflow/src/promptflow/tests/test_configs/flows/python_tool_with_simple_image_with_default/inputs.json/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/python_tool_with_simple_image_with_default/inputs.json",
"repo_id": "promptflow",
"token_count": 125
} | 76 |
from promptflow import tool
print(f"The script is {__file__}")
@tool
def my_python_tool(input1: str) -> str:
from pathlib import Path
assert Path(__file__).as_posix().endswith("folder/another-tool.py")
assert __name__ == "__pf_main__"
return f"Prompt: {input1} {__file__}"
| promptflow/src/promptflow/tests/test_configs/flows/script_with___file__/folder/another-tool.py/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/script_with___file__/folder/another-tool.py",
"repo_id": "promptflow",
"token_count": 114
} | 77 |
model: mock_model
instructions: mock_instructions
tools:
- type: function
tool_type: python
source:
type: code
path: echo.py
| promptflow/src/promptflow/tests/test_configs/flows/tool_with_assistant_definition/assistant_definition.yaml/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/tool_with_assistant_definition/assistant_definition.yaml",
"repo_id": "promptflow",
"token_count": 51
} | 78 |
Please summarize the following text in one paragraph. 100 words.
Do not add any information that is not in the text.
Text: {{text}}
Summary:
| promptflow/src/promptflow/tests/test_configs/flows/web_classification_no_variants/.promptflow/lkg_sources/summarize_text_content.jinja2/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/web_classification_no_variants/.promptflow/lkg_sources/summarize_text_content.jinja2",
"repo_id": "promptflow",
"token_count": 35
} | 79 |
interactions:
- request:
body: null
headers:
Accept:
- application/json
Accept-Encoding:
- gzip, deflate
Connection:
- keep-alive
User-Agent:
- promptflow-sdk/0.0.1 azure-ai-ml/1.10.0 azsdk-python-mgmt-machinelearningservices/0.1.0
Python/3.10.13 (Windows-... | promptflow/src/promptflow/tests/test_configs/recordings/test_connection_operations_TestConnectionOperations_test_list_connection_spec.yaml/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/recordings/test_connection_operations_TestConnectionOperations_test_list_connection_spec.yaml",
"repo_id": "promptflow",
"token_count": 3527
} | 80 |
inputs:
text:
type: string
outputs:
output:
type: string
reference: ${summarize_text_content.output}
nodes:
- name: summarize_text_content
source:
type: code
path: summarize_text_content__variant_1.jinja2
inputs:
deployment_name: gpt-35-turbo
suffix: ''
max_tokens: '256'
temp... | promptflow/src/promptflow/tests/test_configs/wrong_flows/tool_type_missing/flow.dag.yaml/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/wrong_flows/tool_type_missing/flow.dag.yaml",
"repo_id": "promptflow",
"token_count": 272
} | 81 |
# Frequency asked questions (FAQ)
## Troubleshooting ##
### Token expired when run pfazure cmd
If hit error "AADSTS700082: The refresh token has expired due to inactivity." when running pfazure cmd, it's caused by local cached token expired. Please clear the cached token under "%LOCALAPPDATA%/.IdentityService/msal.c... | promptflow/docs/cloud/azureai/faq.md/0 | {
"file_path": "promptflow/docs/cloud/azureai/faq.md",
"repo_id": "promptflow",
"token_count": 108
} | 0 |
# Deploy a flow using development server
:::{admonition} Experimental feature
This is an experimental feature, and may change at any time. Learn [more](../faq.md#stable-vs-experimental).
:::
Once you have created and thoroughly tested a flow, you can use it as an HTTP endpoint.
::::{tab-set}
:::{tab-item} CLI
:sync: ... | promptflow/docs/how-to-guides/deploy-a-flow/deploy-using-dev-server.md/0 | {
"file_path": "promptflow/docs/how-to-guides/deploy-a-flow/deploy-using-dev-server.md",
"repo_id": "promptflow",
"token_count": 999
} | 1 |
# Customizing an LLM Tool
In this document, we will guide you through the process of customizing an LLM tool, allowing users to seamlessly connect to a large language model with prompt tuning experience using a `PromptTemplate`.
## Prerequisites
- Please ensure that your [Prompt flow for VS Code](https://marketplace.v... | promptflow/docs/how-to-guides/develop-a-tool/customize_an_llm_tool.md/0 | {
"file_path": "promptflow/docs/how-to-guides/develop-a-tool/customize_an_llm_tool.md",
"repo_id": "promptflow",
"token_count": 1277
} | 2 |
---
myst:
html_meta:
"description lang=en": "Prompt flow Doc"
"google-site-verification": "rEZN-2h5TVqEco07aaMpqNcDx4bjr2czx1Hwfoxydrg"
html_theme.sidebar_secondary.remove: true
---
# Prompt flow
[**Prompt flow**](https://github.com/microsoft/promptflow) is a suite of development tools designed to streamlin... | promptflow/docs/index.md/0 | {
"file_path": "promptflow/docs/index.md",
"repo_id": "promptflow",
"token_count": 1541
} | 3 |
# OpenAI GPT-4V
## Introduction
OpenAI GPT-4V tool enables you to leverage OpenAI's GPT-4 with vision, also referred to as GPT-4V or gpt-4-vision-preview in the API, to take images as input and answer questions about them.
## Prerequisites
- Create OpenAI resources
Sign up account [OpenAI website](https://opena... | promptflow/docs/reference/tools-reference/openai-gpt-4v-tool.md/0 | {
"file_path": "promptflow/docs/reference/tools-reference/openai-gpt-4v-tool.md",
"repo_id": "promptflow",
"token_count": 1118
} | 4 |
$schema: https://azuremlschemas.azureedge.net/promptflow/latest/OpenAIConnection.schema.json
name: open_ai_connection
type: open_ai
api_key: "<user-input>"
organization: "" # optional
| promptflow/examples/connections/openai.yml/0 | {
"file_path": "promptflow/examples/connections/openai.yml",
"repo_id": "promptflow",
"token_count": 68
} | 5 |
from promptflow import tool
import json
import re
# The inputs section will change based on the arguments of the tool function, after you save the code
# Adding type to arguments and return value will help the system show the types properly
# Please update the function name/signature per need
@tool
def my_python_too... | promptflow/examples/flows/chat/chat-math-variant/extract_result.py/0 | {
"file_path": "promptflow/examples/flows/chat/chat-math-variant/extract_result.py",
"repo_id": "promptflow",
"token_count": 172
} | 6 |
import sys
import os
sys.path.append(os.path.dirname(os.path.abspath(__file__)))
| promptflow/examples/flows/chat/chat-with-pdf/chat_with_pdf/__init__.py/0 | {
"file_path": "promptflow/examples/flows/chat/chat-with-pdf/chat_with_pdf/__init__.py",
"repo_id": "promptflow",
"token_count": 33
} | 7 |
from typing import Tuple, Union, Optional, Type
import functools
import time
import random
def retry_and_handle_exceptions(
exception_to_check: Union[Type[Exception], Tuple[Type[Exception], ...]],
max_retries: int = 3,
initial_delay: float = 1,
exponential_base: float = 2,
jitter: bool = False,
... | promptflow/examples/flows/chat/chat-with-pdf/chat_with_pdf/utils/retry.py/0 | {
"file_path": "promptflow/examples/flows/chat/chat-with-pdf/chat_with_pdf/utils/retry.py",
"repo_id": "promptflow",
"token_count": 1963
} | 8 |
import os
from typing import Union
from promptflow import tool
from promptflow.connections import AzureOpenAIConnection, OpenAIConnection
from chat_with_pdf.utils.lock import acquire_lock
BASE_DIR = os.path.dirname(os.path.abspath(__file__)) + "/chat_with_pdf/"
@tool
def setup_env(connection: Union[AzureOpenAIConn... | promptflow/examples/flows/chat/chat-with-pdf/setup_env.py/0 | {
"file_path": "promptflow/examples/flows/chat/chat-with-pdf/setup_env.py",
"repo_id": "promptflow",
"token_count": 531
} | 9 |
inputs:
groundtruth:
type: string
default: "10"
is_chat_input: false
prediction:
type: string
default: "10"
is_chat_input: false
outputs:
score:
type: string
reference: ${line_process.output}
nodes:
- name: line_process
type: python
source:
type: code
path: line_process... | promptflow/examples/flows/evaluation/eval-chat-math/flow.dag.yaml/0 | {
"file_path": "promptflow/examples/flows/evaluation/eval-chat-math/flow.dag.yaml",
"repo_id": "promptflow",
"token_count": 273
} | 10 |
from promptflow import tool
import numpy as np
from numpy.linalg import norm
@tool
def compute_ada_cosine_similarity(a, b) -> float:
return np.dot(a, b)/(norm(a)*norm(b))
| promptflow/examples/flows/evaluation/eval-qna-non-rag/ada_cosine_similarity_score.py/0 | {
"file_path": "promptflow/examples/flows/evaluation/eval-qna-non-rag/ada_cosine_similarity_score.py",
"repo_id": "promptflow",
"token_count": 67
} | 11 |
from promptflow import tool
import numpy as np
@tool
def concat_results(rag_retrieval_score: dict = None,
rag_grounding_score: dict = None, rag_generation_score: dict = None):
load_list = [{'name': 'gpt_groundedness', 'result': rag_grounding_score},
{'name': 'gpt_retrieval_sco... | promptflow/examples/flows/evaluation/eval-qna-rag-metrics/concat_scores.py/0 | {
"file_path": "promptflow/examples/flows/evaluation/eval-qna-rag-metrics/concat_scores.py",
"repo_id": "promptflow",
"token_count": 529
} | 12 |
$schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json
inputs:
name:
type: string
default: "FilmTriviaGPT"
goals:
type: list
default: ["Introduce 'Lord of the Rings' film trilogy including the film title, release year, director, current age of the director, production compa... | promptflow/examples/flows/standard/autonomous-agent/flow.dag.yaml/0 | {
"file_path": "promptflow/examples/flows/standard/autonomous-agent/flow.dag.yaml",
"repo_id": "promptflow",
"token_count": 591
} | 13 |
$schema: https://azuremlschemas.azureedge.net/promptflow/latest/CustomConnection.schema.json
name: basic_custom_connection
type: custom
configs:
api_type: azure
api_version: 2023-03-15-preview
api_base: https://<to-be-replaced>.openai.azure.com/
secrets: # must-have
api_key: <to-be-replaced>
| promptflow/examples/flows/standard/basic-with-connection/custom.yml/0 | {
"file_path": "promptflow/examples/flows/standard/basic-with-connection/custom.yml",
"repo_id": "promptflow",
"token_count": 119
} | 14 |
from promptflow import tool
@tool
def product_info(query: str) -> str:
print(f"Your query is {query}.\nLooking for product information...")
return "This product is produced by Microsoft."
| promptflow/examples/flows/standard/conditional-flow-for-switch/product_info.py/0 | {
"file_path": "promptflow/examples/flows/standard/conditional-flow-for-switch/product_info.py",
"repo_id": "promptflow",
"token_count": 58
} | 15 |
import unittest
from cleansing import cleansing
class CleansingTest(unittest.TestCase):
def test_normal(self):
self.assertEqual(cleansing("a, b, c"), ["a", "b", "c"])
self.assertEqual(cleansing("a, b, (425)137-98-25, "), ["a", "b", "(425)137-98-25"])
self.assertEqual(cleansing("a, b, F. S... | promptflow/examples/flows/standard/named-entity-recognition/cleansing_test.py/0 | {
"file_path": "promptflow/examples/flows/standard/named-entity-recognition/cleansing_test.py",
"repo_id": "promptflow",
"token_count": 252
} | 16 |
system:
Please summarize the following text in one paragraph. 100 words.
Do not add any information that is not in the text.
user:
Text: {{text}}
Summary: | promptflow/examples/flows/standard/web-classification/summarize_text_content.jinja2/0 | {
"file_path": "promptflow/examples/flows/standard/web-classification/summarize_text_content.jinja2",
"repo_id": "promptflow",
"token_count": 42
} | 17 |
import importlib
from pathlib import Path
from promptflow import tool
from promptflow.contracts.types import FilePath
@tool
def my_tool(input_file: FilePath, input_text: str) -> str:
# customise your own code to handle and use the input_file here
new_module = importlib.import_module(Path(input_file).stem)
... | promptflow/examples/tools/tool-package-quickstart/my_tool_package/tools/tool_with_file_path_input.py/0 | {
"file_path": "promptflow/examples/tools/tool-package-quickstart/my_tool_package/tools/tool_with_file_path_input.py",
"repo_id": "promptflow",
"token_count": 111
} | 18 |
import pytest
import unittest
from promptflow.connections import CustomConnection
from my_tool_package.tools.tool_with_custom_llm_type import my_tool
@pytest.fixture
def my_custom_connection() -> CustomConnection:
my_custom_connection = CustomConnection(
{
"api-key" : "my-api-key",
... | promptflow/examples/tools/tool-package-quickstart/tests/test_tool_with_custom_llm_type.py/0 | {
"file_path": "promptflow/examples/tools/tool-package-quickstart/tests/test_tool_with_custom_llm_type.py",
"repo_id": "promptflow",
"token_count": 295
} | 19 |
{"text": "Python Hello World!"}
{"text": "C Hello World!"}
{"text": "C# Hello World!"}
| promptflow/examples/tools/use-cases/custom-strong-type-connection-script-tool-showcase/data.jsonl/0 | {
"file_path": "promptflow/examples/tools/use-cases/custom-strong-type-connection-script-tool-showcase/data.jsonl",
"repo_id": "promptflow",
"token_count": 31
} | 20 |
---
resources: examples/connections/azure_openai.yml, examples/flows/standard/web-classification
---
# Deploy a flow using Docker
This example demos how to deploy flow as a docker app.
We will use [web-classification](../../../flows/standard/web-classification/README.md) as example in this tutorial.
## Build a flow ... | promptflow/examples/tutorials/flow-deploy/docker/README.md/0 | {
"file_path": "promptflow/examples/tutorials/flow-deploy/docker/README.md",
"repo_id": "promptflow",
"token_count": 672
} | 21 |
import argparse
import json
from pathlib import Path
from azure.keyvault.secrets import SecretClient
from azure.identity import ClientSecretCredential, DefaultAzureCredential
CONNECTION_FILE_NAME = "connections.json"
CONNECTION_TPL_FILE_PATH = Path(".") / "src/promptflow" / "dev-connections.json.example"
def get_s... | promptflow/scripts/building/generate_connection_config.py/0 | {
"file_path": "promptflow/scripts/building/generate_connection_config.py",
"repo_id": "promptflow",
"token_count": 1219
} | 22 |
"""A directive to generate a gallery of images from structured data.
Generating a gallery of images that are all the same size is a common
pattern in documentation, and this can be cumbersome if the gallery is
generated programmatically. This directive wraps this particular use-case
in a helper-directive to generate it... | promptflow/scripts/docs/gallery_directive/__init__.py/0 | {
"file_path": "promptflow/scripts/docs/gallery_directive/__init__.py",
"repo_id": "promptflow",
"token_count": 2104
} | 23 |
@echo off
setlocal
set MAIN_EXE=%~dp0.\pfcli.exe
"%MAIN_EXE%" pfsvc %* | promptflow/scripts/installer/windows/scripts/pfsvc.bat/0 | {
"file_path": "promptflow/scripts/installer/windows/scripts/pfsvc.bat",
"repo_id": "promptflow",
"token_count": 40
} | 24 |
from pathlib import Path
from typing import List
import markdown
import nbformat
from .readme_step import ReadmeStepsManage
RESOURCES_KEY_NAME = "resources"
RESOURCES_KEY_ERROR_MESSAGE = (
"Please follow examples contributing guide to declare tutorial resources: "
"https://github.com/microsoft/promptflow/blo... | promptflow/scripts/readme/ghactions_driver/resource_resolver.py/0 | {
"file_path": "promptflow/scripts/readme/ghactions_driver/resource_resolver.py",
"repo_id": "promptflow",
"token_count": 1216
} | 25 |
{% extends "workflow_skeleton.yml.jinja2" %}
{% block steps %}
runs-on: ubuntu-latest
steps:
- name: Checkout repository
uses: actions/checkout@v4
- name: Generate config.json for canary workspace (scheduled runs only)
if: github.event_name == 'schedule'
run: echo '${{ '{{' }} secrets.TEST_WORKSPACE_CON... | promptflow/scripts/readme/ghactions_driver/workflow_templates/pdf_workflow.yml.jinja2/0 | {
"file_path": "promptflow/scripts/readme/ghactions_driver/workflow_templates/pdf_workflow.yml.jinja2",
"repo_id": "promptflow",
"token_count": 1069
} | 26 |
import argparse
import json
from pathlib import Path
from utils.secret_manager import get_secret, get_secret_client, list_secret_names
CONNECTION_FILE_NAME = "connections.json"
PROMPTFLOW_TOOLS_ROOT = Path(__file__) / "../../../src/promptflow-tools"
CONNECTION_TPL_FILE_PATH = PROMPTFLOW_TOOLS_ROOT / "connections.json... | promptflow/scripts/tool/generate_connection_config.py/0 | {
"file_path": "promptflow/scripts/tool/generate_connection_config.py",
"repo_id": "promptflow",
"token_count": 677
} | 27 |
"""
This file can generate a meta file for the given prompt template or a python file.
"""
import inspect
import types
from dataclasses import asdict
from utils.tool_utils import function_to_interface
from promptflow.contracts.tool import Tool, ToolType
# Avoid circular dependencies: Use import 'from promptflow._inte... | promptflow/scripts/tool/utils/generate_tool_meta_utils.py/0 | {
"file_path": "promptflow/scripts/tool/utils/generate_tool_meta_utils.py",
"repo_id": "promptflow",
"token_count": 1865
} | 28 |
import functools
import json
import re
import sys
import time
from typing import List, Mapping
from jinja2 import Template
from openai import APIConnectionError, APIStatusError, OpenAIError, RateLimitError, APITimeoutError
from promptflow.tools.exception import ChatAPIInvalidRole, WrappedOpenAIError, LLMError, JinjaTe... | promptflow/src/promptflow-tools/promptflow/tools/common.py/0 | {
"file_path": "promptflow/src/promptflow-tools/promptflow/tools/common.py",
"repo_id": "promptflow",
"token_count": 8205
} | 29 |
import httpx
import pytest
from jinja2.exceptions import TemplateSyntaxError
from openai import (
APIConnectionError,
RateLimitError,
AuthenticationError,
BadRequestError,
APITimeoutError, InternalServerError, UnprocessableEntityError
)
from promptflow.tools.aoai import chat, completion
from promptf... | promptflow/src/promptflow-tools/tests/test_handle_openai_error.py/0 | {
"file_path": "promptflow/src/promptflow-tools/tests/test_handle_openai_error.py",
"repo_id": "promptflow",
"token_count": 7049
} | 30 |
# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
import argparse
import functools
import json
from typing import Dict, List, Optional
from promptflow._cli._params import (
add_param_a... | promptflow/src/promptflow/promptflow/_cli/_pf_azure/_run.py/0 | {
"file_path": "promptflow/src/promptflow/promptflow/_cli/_pf_azure/_run.py",
"repo_id": "promptflow",
"token_count": 7636
} | 31 |
{
"package": {},
"code": {
"line_process.py": {
"type": "python",
"inputs": {
"groundtruth": {
"type": [
"string"
]
},
"prediction": {
"type": [
"string"
]
}
},
"function": "line_process"
... | promptflow/src/promptflow/promptflow/_cli/data/evaluation_flow/.promptflow/flow.tools.json/0 | {
"file_path": "promptflow/src/promptflow/promptflow/_cli/data/evaluation_flow/.promptflow/flow.tools.json",
"repo_id": "promptflow",
"token_count": 328
} | 32 |
# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
CONNECTION_NAME_PROPERTY = "__connection_name"
CONNECTION_SECRET_KEYS = "__secret_keys"
PROMPTFLOW_CONNECTIONS = "PROMPTFLOW_CONNECTIONS"
P... | promptflow/src/promptflow/promptflow/_constants.py/0 | {
"file_path": "promptflow/src/promptflow/promptflow/_constants.py",
"repo_id": "promptflow",
"token_count": 565
} | 33 |
# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
import importlib
import importlib.util
import inspect
import logging
import traceback
import types
from functools import partial
from pathl... | promptflow/src/promptflow/promptflow/_core/tools_manager.py/0 | {
"file_path": "promptflow/src/promptflow/promptflow/_core/tools_manager.py",
"repo_id": "promptflow",
"token_count": 9268
} | 34 |
# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
from os import PathLike
from typing import IO, AnyStr, Union
from promptflow._sdk._load_functions import load_run
from promptflow._sdk._pf_... | promptflow/src/promptflow/promptflow/_sdk/_run_functions.py/0 | {
"file_path": "promptflow/src/promptflow/promptflow/_sdk/_run_functions.py",
"repo_id": "promptflow",
"token_count": 236
} | 35 |
# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
from promptflow.exceptions import ErrorTarget, UserErrorException
class BadRequest(UserErrorException):
pass
class JsonPayloadRequi... | promptflow/src/promptflow/promptflow/_sdk/_serving/_errors.py/0 | {
"file_path": "promptflow/src/promptflow/promptflow/_sdk/_serving/_errors.py",
"repo_id": "promptflow",
"token_count": 655
} | 36 |
# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
import json
import time
from types import GeneratorType
from flask import Response, jsonify
from werkzeug.datastructures import MIMEAccept... | promptflow/src/promptflow/promptflow/_sdk/_serving/response_creator.py/0 | {
"file_path": "promptflow/src/promptflow/promptflow/_sdk/_serving/response_creator.py",
"repo_id": "promptflow",
"token_count": 1813
} | 37 |
# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
from ._asset_utils import IgnoreFile, get_ignore_file, get_upload_files_from_folder
__all__ = ["get_ignore_file", "IgnoreFile", "get_uploa... | promptflow/src/promptflow/promptflow/_sdk/_vendor/__init__.py/0 | {
"file_path": "promptflow/src/promptflow/promptflow/_sdk/_vendor/__init__.py",
"repo_id": "promptflow",
"token_count": 79
} | 38 |
import os
import sys
from promptflow._cli._pf._connection import create_connection
from streamlit.web import cli as st_cli
from streamlit.runtime import exists
from main import start
def is_yaml_file(file_path):
# Get the file extension
_, file_extension = os.path.splitext(file_path)
# Check if the file... | promptflow/src/promptflow/promptflow/_sdk/data/executable/app.py.jinja2/0 | {
"file_path": "promptflow/src/promptflow/promptflow/_sdk/data/executable/app.py.jinja2",
"repo_id": "promptflow",
"token_count": 435
} | 39 |
# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
# pylint: disable=protected-access
import copy
import json
import os.path
import typing
from pathlib import Path
from typing import Dict, ... | promptflow/src/promptflow/promptflow/_sdk/entities/_validation/core.py/0 | {
"file_path": "promptflow/src/promptflow/promptflow/_sdk/entities/_validation/core.py",
"repo_id": "promptflow",
"token_count": 9020
} | 40 |
# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
import copy
import typing
from pathlib import Path
from marshmallow import fields
from marshmallow.exceptions import FieldInstanceResolutio... | promptflow/src/promptflow/promptflow/_sdk/schemas/_fields.py/0 | {
"file_path": "promptflow/src/promptflow/promptflow/_sdk/schemas/_fields.py",
"repo_id": "promptflow",
"token_count": 4708
} | 41 |
import re
from dataclasses import dataclass
from enum import Enum
from functools import partial
from pathlib import Path
from typing import Any, Callable
from promptflow._utils.multimedia_utils import is_multimedia_dict
class ResourceType(Enum):
"""
Enumeration of different types of multimedia resources.
... | promptflow/src/promptflow/promptflow/_utils/multimedia_data_converter.py/0 | {
"file_path": "promptflow/src/promptflow/promptflow/_utils/multimedia_data_converter.py",
"repo_id": "promptflow",
"token_count": 2299
} | 42 |
# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
from dataclasses import asdict, dataclass
from promptflow.azure._restclient.flow.models import ConnectionConfigSpec as RestConnectionConfi... | promptflow/src/promptflow/promptflow/azure/_entities/_workspace_connection_spec.py/0 | {
"file_path": "promptflow/src/promptflow/promptflow/azure/_entities/_workspace_connection_spec.py",
"repo_id": "promptflow",
"token_count": 771
} | 43 |
# coding=utf-8
# --------------------------------------------------------------------------
# Code generated by Microsoft (R) AutoRest Code Generator (autorest: 3.8.0, generator: @autorest/python@5.12.2)
# Changes may cause incorrect behavior and will be lost if the code is regenerated.
# ------------------------------... | promptflow/src/promptflow/promptflow/azure/_restclient/flow/aio/operations/_bulk_runs_operations.py/0 | {
"file_path": "promptflow/src/promptflow/promptflow/azure/_restclient/flow/aio/operations/_bulk_runs_operations.py",
"repo_id": "promptflow",
"token_count": 9909
} | 44 |
# coding=utf-8
# --------------------------------------------------------------------------
# Code generated by Microsoft (R) AutoRest Code Generator (autorest: 3.8.0, generator: @autorest/python@5.12.2)
# Changes may cause incorrect behavior and will be lost if the code is regenerated.
# ------------------------------... | promptflow/src/promptflow/promptflow/azure/_restclient/flow/operations/_bulk_runs_operations.py/0 | {
"file_path": "promptflow/src/promptflow/promptflow/azure/_restclient/flow/operations/_bulk_runs_operations.py",
"repo_id": "promptflow",
"token_count": 14864
} | 45 |
# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
import json
from pathlib import Path
from azure.ai.ml._schema import UnionField, YamlFileSchema
from azure.ai.ml._schema.core.fields import... | promptflow/src/promptflow/promptflow/azure/_schemas/_flow_schema.py/0 | {
"file_path": "promptflow/src/promptflow/promptflow/azure/_schemas/_flow_schema.py",
"repo_id": "promptflow",
"token_count": 684
} | 46 |
# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
import re
from pathlib import Path
from typing import Any, Dict, List, Mapping, Optional
from promptflow._constants import LINE_NUMBER_KEY... | promptflow/src/promptflow/promptflow/batch/_batch_inputs_processor.py/0 | {
"file_path": "promptflow/src/promptflow/promptflow/batch/_batch_inputs_processor.py",
"repo_id": "promptflow",
"token_count": 6425
} | 47 |
# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
# isort: skip_file
# skip to avoid circular import
__path__ = __import__("pkgutil").extend_path(__path__, __name__) # type: ignore
from p... | promptflow/src/promptflow/promptflow/entities/__init__.py/0 | {
"file_path": "promptflow/src/promptflow/promptflow/entities/__init__.py",
"repo_id": "promptflow",
"token_count": 384
} | 48 |
# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
import asyncio
import copy
import functools
import inspect
import os
import uuid
from pathlib import Path
from threading import current_thr... | promptflow/src/promptflow/promptflow/executor/flow_executor.py/0 | {
"file_path": "promptflow/src/promptflow/promptflow/executor/flow_executor.py",
"repo_id": "promptflow",
"token_count": 21318
} | 49 |
from types import GeneratorType
import pytest
from promptflow._utils.dataclass_serializer import serialize
from promptflow.contracts.run_info import Status
from promptflow.executor import FlowExecutor
from ..utils import get_yaml_file
@pytest.mark.usefixtures("dev_connections")
@pytest.mark.e2etest
class TestExecu... | promptflow/src/promptflow/tests/executor/e2etests/test_traces.py/0 | {
"file_path": "promptflow/src/promptflow/tests/executor/e2etests/test_traces.py",
"repo_id": "promptflow",
"token_count": 4733
} | 50 |
{
"tool_with_init_error": {
"class_name": "TestLoadErrorTool",
"function": "tool",
"inputs": {
"name": {"type": ["string"]}
},
"module": "tool_with_init_error",
"name": "Tool with init error",
"type": "python"
}
}
| promptflow/src/promptflow/tests/executor/package_tools/tool_with_init_error/package_tool_definition.json/0 | {
"file_path": "promptflow/src/promptflow/tests/executor/package_tools/tool_with_init_error/package_tool_definition.json",
"repo_id": "promptflow",
"token_count": 151
} | 51 |
import pytest
from datetime import datetime
from dataclasses import dataclass
from typing import Dict, List
from promptflow._core.generator_proxy import GeneratorProxy
from promptflow._utils.dataclass_serializer import \
get_type, serialize, deserialize_dataclass, deserialize_value, assertEqual
from promptflow.cont... | promptflow/src/promptflow/tests/executor/unittests/_utils/test_dataclass_serializer.py/0 | {
"file_path": "promptflow/src/promptflow/tests/executor/unittests/_utils/test_dataclass_serializer.py",
"repo_id": "promptflow",
"token_count": 2910
} | 52 |
from datetime import datetime
import pytest
from promptflow.batch._result import BatchResult, ErrorSummary, LineError, SystemMetrics
from promptflow.contracts.run_info import FlowRunInfo
from promptflow.contracts.run_info import RunInfo as NodeRunInfo
from promptflow.contracts.run_info import Status
from promptflow.e... | promptflow/src/promptflow/tests/executor/unittests/batch/test_result.py/0 | {
"file_path": "promptflow/src/promptflow/tests/executor/unittests/batch/test_result.py",
"repo_id": "promptflow",
"token_count": 5308
} | 53 |
import pytest
from promptflow.contracts.flow import Flow, FlowInputDefinition
from promptflow.contracts.tool import ValueType
from promptflow.executor._errors import InputParseError, InputTypeError, InvalidAggregationInput, InvalidFlowRequest
from promptflow.executor.flow_validator import FlowValidator
from ...utils ... | promptflow/src/promptflow/tests/executor/unittests/executor/test_flow_validator.py/0 | {
"file_path": "promptflow/src/promptflow/tests/executor/unittests/executor/test_flow_validator.py",
"repo_id": "promptflow",
"token_count": 5912
} | 54 |
import os
import sys
import timeit
from typing import Callable
from unittest import mock
import pytest
from promptflow._cli._user_agent import USER_AGENT as CLI_USER_AGENT # noqa: E402
from promptflow._sdk._telemetry import log_activity
from promptflow._sdk._utils import ClientUserAgentUtil
from sdk_cli_azure_test.r... | promptflow/src/promptflow/tests/sdk_cli_azure_test/e2etests/test_azure_cli_perf.py/0 | {
"file_path": "promptflow/src/promptflow/tests/sdk_cli_azure_test/e2etests/test_azure_cli_perf.py",
"repo_id": "promptflow",
"token_count": 1950
} | 55 |
import copy
import pytest
def build_from_data_and_assert(data, expected):
from azure.ai.ml._restclient.v2023_06_01_preview.models import WorkspaceConnectionPropertiesV2BasicResource
from promptflow.azure.operations._arm_connection_operations import ArmConnectionOperations
data = copy.deepcopy(data)
... | promptflow/src/promptflow/tests/sdk_cli_azure_test/unittests/test_arm_connection_build.py/0 | {
"file_path": "promptflow/src/promptflow/tests/sdk_cli_azure_test/unittests/test_arm_connection_build.py",
"repo_id": "promptflow",
"token_count": 3536
} | 56 |
import importlib.util
import json
import sys
from pathlib import Path
from unittest.mock import patch
import pytest
from promptflow import ToolProvider, tool
from promptflow._core.tool_meta_generator import ToolValidationError
from promptflow._sdk._pf_client import PFClient
from promptflow.entities import DynamicList... | promptflow/src/promptflow/tests/sdk_cli_test/e2etests/test_tool.py/0 | {
"file_path": "promptflow/src/promptflow/tests/sdk_cli_test/e2etests/test_tool.py",
"repo_id": "promptflow",
"token_count": 8463
} | 57 |
# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
import pytest
from promptflow import PFClient
from promptflow._sdk._utils import ClientUserAgentUtil
@pytest.mark.sdk_test
@pytest.mark.e... | promptflow/src/promptflow/tests/sdk_cli_test/unittests/test_pf_client.py/0 | {
"file_path": "promptflow/src/promptflow/tests/sdk_cli_test/unittests/test_pf_client.py",
"repo_id": "promptflow",
"token_count": 166
} | 58 |
{
"subscription_id": "",
"resource_group": "",
"workspace_name": ""
} | promptflow/src/promptflow/tests/test_configs/configs/mock_flow_empty_config/.azureml/config.json/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/configs/mock_flow_empty_config/.azureml/config.json",
"repo_id": "promptflow",
"token_count": 37
} | 59 |
$schema: https://azuremlschemas.azureedge.net/promptflow/latest/WeaviateConnection.schema.json
name: my_weaviate_connection
type: weaviate
api_key: "<to-be-replaced>"
api_base: "endpoint"
| promptflow/src/promptflow/tests/test_configs/connections/weaviate_connection.yaml/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/connections/weaviate_connection.yaml",
"repo_id": "promptflow",
"token_count": 73
} | 60 |
path: ./entry.py
entry: my_flow | promptflow/src/promptflow/tests/test_configs/eager_flows/flow_with_dataclass_output/flow.dag.yaml/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/eager_flows/flow_with_dataclass_output/flow.dag.yaml",
"repo_id": "promptflow",
"token_count": 12
} | 61 |
# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
def my_flow(input_val) -> str:
"""Simple flow with yaml."""
print(f"Hello world! {input_val}")
return f"Hello world! {input_val... | promptflow/src/promptflow/tests/test_configs/eager_flows/simple_with_req/entry.py/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/eager_flows/simple_with_req/entry.py",
"repo_id": "promptflow",
"token_count": 81
} | 62 |
inputs:
text:
type: string
outputs:
text:
type: string
reference: ${node_a.output}
nodes:
- name: node_a
type: python
source:
type: code
path: node_a.py
inputs:
input1: ${inputs.text}
- name: node_b
type: python
source:
type: code
path: node_b.py
inputs: {}
activate:
... | promptflow/src/promptflow/tests/test_configs/flows/activate_with_no_inputs/flow.dag.yaml/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/activate_with_no_inputs/flow.dag.yaml",
"repo_id": "promptflow",
"token_count": 162
} | 63 |
from promptflow import tool
@tool
def test(text: str):
return text + "hello world!"
| promptflow/src/promptflow/tests/test_configs/flows/all_nodes_bypassed/test.py/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/all_nodes_bypassed/test.py",
"repo_id": "promptflow",
"token_count": 29
} | 64 |
{"text": "Hello World!"}
{"text": "Hello PromptFlow!"}
| promptflow/src/promptflow/tests/test_configs/flows/basic-with-connection/data.jsonl/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/basic-with-connection/data.jsonl",
"repo_id": "promptflow",
"token_count": 19
} | 65 |
from openai import AsyncOpenAI
from promptflow import tool
from promptflow.connections import OpenAIConnection
@tool
async def get_or_create_thread(conn: OpenAIConnection, thread_id: str):
if thread_id:
return thread_id
cli = AsyncOpenAI(api_key=conn.api_key, organization=conn.organization)
threa... | promptflow/src/promptflow/tests/test_configs/flows/chat-with-assistant-no-file/get_or_create_thread.py/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/chat-with-assistant-no-file/get_or_create_thread.py",
"repo_id": "promptflow",
"token_count": 136
} | 66 |
{
"grade.completed": 3,
"calculate_accuracy.completed": 1,
"aggregation_assert.completed": 1
} | promptflow/src/promptflow/tests/test_configs/flows/classification_accuracy_evaluation/expected_status_summary.json/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/classification_accuracy_evaluation/expected_status_summary.json",
"repo_id": "promptflow",
"token_count": 46
} | 67 |
system:
You are a helpful assistant.
user:
When an incident occurs, there have 3 ways to deal with it, please choose one.
1. {{first_method}}
2. {{second_method}}
3. {{third_method}} | promptflow/src/promptflow/tests/test_configs/flows/conditional_flow_with_activate/investigation_steps.jinja2/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/conditional_flow_with_activate/investigation_steps.jinja2",
"repo_id": "promptflow",
"token_count": 55
} | 68 |
{"question": "What's promptflow1?"}
{"question": "What's promptflow2?"}
{"question": "What's promptflow3?"} | promptflow/src/promptflow/tests/test_configs/flows/csharp_flow/inputs.jsonl/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/csharp_flow/inputs.jsonl",
"repo_id": "promptflow",
"token_count": 35
} | 69 |
from promptflow import tool
from promptflow.contracts.multimedia import Image
@tool
def merge_images(image_list: list, image_dict: list):
res = set()
for item in image_list[0]:
res.add(item)
for _, v in image_dict[0].items():
res.add(v)
assert all(isinstance(item, Image) for item in re... | promptflow/src/promptflow/tests/test_configs/flows/eval_flow_with_composite_image/merge_images.py/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/eval_flow_with_composite_image/merge_images.py",
"repo_id": "promptflow",
"token_count": 134
} | 70 |
import os
from promptflow import tool
@tool
def get_env_var(key: str):
from tensorflow import __version__
print(__version__)
print(os.environ.get(key))
# get from env var
return {"value": os.environ.get(key)}
| promptflow/src/promptflow/tests/test_configs/flows/flow_with_additional_include_req/print_env.py/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/flow_with_additional_include_req/print_env.py",
"repo_id": "promptflow",
"token_count": 89
} | 71 |
ignored_folder
*.ignored | promptflow/src/promptflow/tests/test_configs/flows/flow_with_ignore_file/.amlignore/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/flow_with_ignore_file/.amlignore",
"repo_id": "promptflow",
"token_count": 8
} | 72 |
$schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json
inputs:
text:
type: string
default: Hello 日本語
outputs:
output:
type: string
reference: ${hello_prompt.output}
nodes:
- name: hello_prompt
type: prompt
source:
type: code
path: hello.jinja2
inputs:
text... | promptflow/src/promptflow/tests/test_configs/flows/flow_with_non_english_input/flow.dag.yaml/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/flow_with_non_english_input/flow.dag.yaml",
"repo_id": "promptflow",
"token_count": 144
} | 73 |
inputs:
text:
type: string
outputs:
output_prompt:
type: string
reference: ${echo_my_prompt.output}
nodes:
- inputs:
input1: ${inputs.text}
name: echo_my_prompt
type: python
source:
type: code
path: hello.py
| promptflow/src/promptflow/tests/test_configs/flows/flow_with_sys_inject/flow.dag.yaml/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/flow_with_sys_inject/flow.dag.yaml",
"repo_id": "promptflow",
"token_count": 105
} | 74 |
inputs:
topic:
type: string
default: hello world
is_chat_input: false
stream:
type: bool
default: false
is_chat_input: false
outputs:
joke:
type: string
reference: ${echo.output}
nodes:
- name: echo
type: python
source:
type: code
path: echo.py
inputs:
input: ${jo... | promptflow/src/promptflow/tests/test_configs/flows/llm_tool/flow.dag.yaml/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/llm_tool/flow.dag.yaml",
"repo_id": "promptflow",
"token_count": 313
} | 75 |
from promptflow import tool
@tool
def mod_two(number: int):
if number % 2 != 0:
raise Exception("cannot mod 2!")
return {"value": number}
| promptflow/src/promptflow/tests/test_configs/flows/mod-n/two/mod_two.py/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/mod-n/two/mod_two.py",
"repo_id": "promptflow",
"token_count": 58
} | 76 |
{
"prompt": "What is the capital of the United States of America?"
}
| promptflow/src/promptflow/tests/test_configs/flows/openai_completion_api_flow/samples.json/0 | {
"file_path": "promptflow/src/promptflow/tests/test_configs/flows/openai_completion_api_flow/samples.json",
"repo_id": "promptflow",
"token_count": 24
} | 77 |
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