promptflow-resource-hub

所属分类:自然语言处理
开发工具:Python
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上传日期:2023-12-18 17:07:59
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说明:  promptflow资源中心
(promptflow resource hub)

文件列表:
.vscode/
sample_gallery/

# Prompt flow ecosystem Welcome to the **prompt flow ecosystem** - a comprehensive gallery that showcases a variety of use cases demonstrating the the capabilities of prompt flow in building high-quality AI applications. Here are some common use cases that we've facilitated: * [**Evaluate semantic kernel planner**](https://github.com/microsoft/promptflow-resource-hub/blob/master/./sample_gallery/evaluate_semantic_kernel_planner/Tutorial.md): This case demonstrates the evaluation of the Semantic Kernel Planner for superior control over AI agent's generation. * [**Personalized Financial advise using banking customer data on PostgreSQL/CosmosDB**](https://github.com/microsoft/promptflow-resource-hub/blob/master/./sample_gallery/database_querying/cosmosdb_postgresql/Tutorial.md): This example demonstrates how to connect to a CosmosDB database, query data, and use the retrieved information as a reference for AI-generated financial advice. In addition, we also provide best practices for: * [**Golden dataset preparation**](https://github.com/microsoft/promptflow-resource-hub/blob/master/./sample_gallery/golden_dataset/copilot-golden-dataset-creation-guidance.md): Learn how to prepare a golden dataset for your AI application evaluation. Our Ecosystem serves as a practical guide, providing detailed walkthroughs of each use case for industry, and how to effectively leverage prompt flow in your AI application development process. ## Getting started 1. Install the prompt flow SDK ```bash pip install promptflow promptflow-tools ``` More information about the SDK installation can be found [here](https://github.com/microsoft/promptflow-resource-hub/blob/master/https://github.com/microsoft/promptflow/tree/main#installation). 2. Install the prompt flow extension in VS code Search for `promptflow` in the VS code extension marketplace and install the extension. More information about the extension can be found [here](https://github.com/microsoft/promptflow-resource-hub/blob/master/https://marketplace.visualstudio.com/items?itemName=prompt-flow.prompt-flow). ## Practicing Go to the [sample gallery](https://github.com/microsoft/promptflow-resource-hub/blob/master/./sample_gallery), you can find more samples here, you can follow the tutorial to start practicing on a specific use case.

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