I have extracted the ternary information using llm and hopefully I can build the knowledge graph directly in dify
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1. Is this request related to a challenge you're experiencing? Tell me about your story.
I have extracted the ternary information using llm and hopefully I can build the knowledge graph directly in dify
2. Additional context or comments
No response
3. Can you help us with this feature?
- [X] I am interested in contributing to this feature.
@Vampxgg Hello there! I'm here to assist you with any bugs, questions, or contributions you may have. Feel free to ask for help while we wait for a human maintainer.
I found a similar open issue that might be relevant to your request: Is it necessary to upload a file when creating a knowledge?. The suggested solution is to create an empty dataset by API, and there is a request to develop a button to implement this API on the web.
To create a knowledge graph in Dify using the extracted ternary information, follow these steps:
-
Select Data Source:
- Choose the appropriate data source for your knowledge graph. Options include importing from a text file, syncing with Notion, or syncing with a website.
-
Text Preprocessing and Cleaning:
- Set up text preprocessing and cleaning rules. You can choose automatic settings or customize chunk rules, chunk length, and preprocessing rules such as removing extra spaces, URLs, emails, and stopwords.
-
Execution and Completion:
- Execute the process to create the knowledge graph and complete the setup.
Here is a summary of the steps in code format:
const translation = {
steps: {
one: '데이터 소스 선택', // Select Data Source
two: '텍스트 전처리 및 클리닝', // Text Preprocessing and Cleaning
three: '실행 및 완료', // Execution and Completion
},
};
For more detailed management and maintenance of your knowledge graph, Dify provides a complete set of standard APIs. You can refer to the Knowledge Base API Documentation for more information on adding, deleting, modifying, and querying documents and segments in the knowledge base [2].
If you need further assistance or have specific questions about the process, feel free to ask!
To continue talking to Dosu, mention @dosu.
Use mermaid flow chart can draw graphs.