sapientia

sapientia

Author: seek-time Version: 0.0.1 Type: tool

Description

The Sapientia plugin is a Dify plugin designed for the knowledge base Q&A product of Shanghai Seek-Time Technology Co., Ltd. It aims to interact with remote servers through HTTP requests, query user provided text content, and return formatted response results. This plugin is designed for optimizing knowledge base Q&A scenarios, supporting retrieval of relevant information from specified servers and processing of returned reference content to generate user-friendly output.

Main functions

• Query processing: Based on the query text and scope entered by the user, send a request to the remote server to obtain relevant knowledge base content.
• Reference formatting: Processing the reference content returned by the server, converting the reference anchor and target (such as image URL) into a user-friendly format.
• Error Handling: Capture and return error messages related to HTTP requests, JSON parsing, or other exceptions to ensure user experience.

Usage scenarios

• Enterprise Knowledge Base Q&A: Integrate the knowledge base system of Shanghai Qiusuo Time Technology Co., Ltd. to provide users with accurate Q&A services.
• Reference display: Present the reference content (such as images) in a visual way in the knowledge base to enhance the interactive experience.

Instructions for use

Preconditions

• Server Access: Need to access the knowledge base server of Shanghai Qiusuo Time Technology Co., Ltd. (default address:http://www.sapientia.work:43013).
• Access Token: Users need to access the knowledge base system of Shanghai Qiusuo Time Technology Co., Ltd. to obtain the access token.
• Supported file formats: The plugin processes server responses in JSON format, ensuring that the data format returned by the server is compatible.

Installation steps

1. Obtain plugin:

• Download the Sapientia plugin from Dify Marketplace.
• Reference [Shopify Plugin Development Document]（ https://docs.dify.ai/plugin-dev-zh ）Configure plugin environment.

2. Configure plugins:

• In the Dify platform, go to 'Studio' ->'Create Application' ->'Add Plugin'.
• Select the Sapientia plugin and add it to your application workflow.

3. Set Parameters:

• Configure the following parameters:
• Origin (optional): Remote server address, default value ishttp://www.sapientia.work:43013.
• Token (required): The access token used for authentication.
• text (required): The query text entered by the user.
• 'scopes' (required): Query scope, a comma separated string (such as' scope1, scope2 ').

4. Workflow Integration:

• In the Dify workflow, place the Sapientia plugin node in the appropriate position (such as after the user inputs the node).
• Map user input variables (such as' sys. query ') to' text '.
• Configure downstream nodes to receive output from Sapientia (text messages or formatted reference content).

Example usage

Workflow configuration

1. Create a Dify chatbot application.
2. Add the Sapientia plugin node and set the parameters:

{
"origin": " http://www.sapientia.work:43013 ",
"token": "your-access-token",
"text": "{{sys.query}}",
"scopes": "knowledge,faq"
}

3. Connect the output of Sapientia to the LLM node or directly reply to the node to generate the final response.
4. Debug and release the application.

User interaction

• User input question: 'What is a knowledge base question answering system?'? `
• The plugin sends a request to the server to retrieve relevant knowledge base content.
• The plugin processes the returned reference content and generates formatted text and image links.
• Output example:

A knowledge base question answering system is an intelligent system that utilizes large-scale language models and knowledge base retrieval techniques to provide accurate answers. [1]
<img src=' http://www.sapientia.work:43013/agents/api/v1/pdf_image/12345 ' />

Precautions

• Privacy and Data Security: The plugin will send the query text and token entered by the user to the remote server. Please refer to the [Privacy Policy] (QueryTool-Privacy. Policy. md) for details on data processing and ensure compliance with the privacy policy of the target server.
• Server Dependency: Plugin functionality depends on the availability and response format of the remote server. Ensure that the server address is correct and the service is running smoothly.
• Error Handling: If an HTTP request fails or JSON parsing error occurs, the plugin will return a clear error message for easy debugging.

Frequently Asked Questions

How to obtain an access token?

• Please refer to the documentation of the knowledge base system of Shanghai Qiusuo Time Technology Co., Ltd. to obtain a valid access token.

Contact Information

If you need technical support or feedback, please contact the technical support team of Shanghai Qiusuo Time Technology Co., Ltd. Github：https://github.com/DeepSophos/extensions