Dynamically expandable real-time stream label frame
A real-time streaming and labeling technology, applied in special data processing applications, instruments, unstructured text data retrieval, etc., can solve the problem that the labeling system cannot be updated and expanded online, and achieve the effect of supporting horizontal expansion and simple configuration management
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specific Embodiment 1
[0038] refer to image 3 As shown, specifically explain the process of language extension:
[0039] In the first step, the user configures new language features to the language model through the configuration manager; after the model loader detects the update of the language model, it dynamically loads the updated information into the runtime;
[0040] Step 2, create a new tag chain for the new language;
[0041] Step 3, select a tag model to add to the tag chain;
[0042] Step 4, specify model parameters and other information for the newly added label model;
[0043] Step 5, if the user needs to add more tag models to the tag chain, return to step 3; otherwise, save the tag chain configuration information; after the model loader detects that the tag chain configuration information is updated, it dynamically loads the updated information to the runtime.
specific Embodiment 2
[0044] refer to Figure 4 As shown, specifically explain the process of label model update:
[0045] In the first step, the user selects a label model through the configuration manager and updates the label model information; after the model loader detects the update of the label model, it dynamically loads the update information to the runtime;
[0046] Step 2, the configuration manager takes out the tag chains related to the tag model (that is, the tag chain containing the tag model), and adds these tag chains to the queue;
[0047] Step 3: Determine whether the tag chain queue is empty, and if it is empty, it will end and complete the tag model update process; if it is not empty, take out the first tag chain in the tag chain queue;
[0048]Step 4: Ask the user whether to update the tag chain information. If no update is required, delete the tag chain from the above tag chain queue and return to step 3; otherwise, wait for the user to update the corresponding tag model in t...
specific Embodiment 3
[0049] refer to Figure 5 As shown, specifically explain the process of tag chain update:
[0050] Step 1: The user selects a label chain through the configuration manager and updates the configuration information of the label chain (the update operation includes adding or deleting the label model of the label chain, or modifying the configuration information of one or more label models of the label chain) ;
[0051] Step 2: After the model loader detects that the tag chain configuration information is updated, it dynamically loads the updated information into the runtime.
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