mirror of
https://github.com/simon987/sist2.git
synced 2025-12-19 10:19:03 +00:00
wip
This commit is contained in:
@@ -12,7 +12,7 @@ export default {
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props: ["span", "text"],
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methods: {
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getStyle() {
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return ModelsRepo.data[this.$store.getters.mlModel.name].labelStyles[this.span.label];
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return ModelsRepo.data[this.$store.getters.nerModel.name].labelStyles[this.span.label];
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}
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}
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}
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@@ -22,7 +22,7 @@ export default {
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props: ["spans", "text"],
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computed: {
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legend() {
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return Object.entries(ModelsRepo.data[this.$store.state.mlModel.name].legend)
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return Object.entries(ModelsRepo.data[this.$store.state.nerModel.name].legend)
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.map(([label, name]) => ({
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text: name,
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id: label,
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99
sist2-vue/src/components/EmbeddingsSearchBar.vue
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99
sist2-vue/src/components/EmbeddingsSearchBar.vue
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@@ -0,0 +1,99 @@
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<template>
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<div>
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<b-progress v-if="modelLoading" :value="modelLoadingProgress" max="1" class="mb-1" variant="warning"
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show-progress>
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</b-progress>
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<b-input-group>
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<b-form-input :value="embeddingText"
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:placeholder="$t('embeddingsSearchPlaceholder')"
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@input="onInput($event)"
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:disabled="modelLoading"
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></b-form-input>
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<!-- TODO: dropdown of available models-->
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<!-- <template #prepend>-->
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<!-- <b-input-group-text>-->
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<!-- <b-form-checkbox :checked="fuzzy" title="Toggle fuzzy searching" @change="setFuzzy($event)">-->
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<!-- {{ $t("searchBar.fuzzy") }}-->
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<!-- </b-form-checkbox>-->
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<!-- </b-input-group-text>-->
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<!-- </template>-->
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<template #append>
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<b-input-group-text>
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<MLIcon></MLIcon>
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</b-input-group-text>
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</template>
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</b-input-group>
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</div>
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</template>
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<script>
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import {mapGetters, mapMutations} from "vuex";
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import {CLIPTransformerModel} from "@/ml/CLIPTransformerModel"
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import _debounce from "lodash/debounce";
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import MLIcon from "@/components/icons/MlIcon.vue";
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export default {
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components: {MLIcon},
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data() {
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return {
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modelLoading: false,
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modelLoadingProgress: 0,
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modelLoaded: false,
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model: null
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}
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},
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computed: {
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...mapGetters({
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optQueryMode: "optQueryMode",
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embeddingText: "embeddingText",
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fuzzy: "fuzzy",
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}),
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},
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mounted() {
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this.onInput = _debounce(this._onInput, 300, {leading: false});
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},
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methods: {
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...mapMutations({
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setEmbeddingText: "setEmbeddingText",
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setEmbedding: "setEmbedding",
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setEmbeddingModel: "setEmbeddingsModel",
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}),
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async loadModel() {
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this.modelLoading = true;
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this.model = new CLIPTransformerModel(
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// TODO: add a config for this (?)
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"https://github.com/simon987/sist2-models/raw/main/clip/models/clip-vit-base-patch32-q8.onnx",
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"https://github.com/simon987/sist2-models/raw/main/clip/models/tokenizer.json",
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);
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await this.model.init(async progress => {
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this.modelLoadingProgress = progress;
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});
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this.modelLoading = false;
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this.modelLoaded = true;
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},
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async _onInput(text) {
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if (!this.modelLoaded) {
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await this.loadModel();
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this.setEmbeddingModel(1); // TODO
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}
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if (text.length === 0) {
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this.setEmbeddingText("");
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this.setEmbedding(null);
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return;
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}
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const embeddings = await this.model.predict(text);
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this.setEmbeddingText(text);
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this.setEmbedding(embeddings);
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},
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mounted() {
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}
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}
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}
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</script>
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<style>
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</style>
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@@ -9,7 +9,7 @@
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<b-button :disabled="mlPredictionsLoading || mlLoading" @click="mlAnalyze" variant="primary"
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>{{ $t("ml.analyzeText") }}
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</b-button>
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<b-select :disabled="mlPredictionsLoading || mlLoading" class="ml-2" v-model="mlModel">
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<b-select :disabled="mlPredictionsLoading || mlLoading" class="ml-2" v-model="nerModel">
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<b-select-option :value="opt.value" v-for="opt of ModelsRepo.getOptions()">{{ opt.text }}
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</b-select-option>
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</b-select>
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@@ -57,16 +57,16 @@ export default {
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modelPredictionProgress: 0,
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mlPredictionsLoading: false,
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mlLoading: false,
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mlModel: null,
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nerModel: null,
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analyzedContentSpans: []
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}
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},
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mounted() {
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if (this.$store.getters.optMlDefaultModel) {
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this.mlModel = this.$store.getters.optMlDefaultModel
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this.nerModel = this.$store.getters.optMlDefaultModel
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} else {
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this.mlModel = ModelsRepo.getDefaultModel();
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this.nerModel = ModelsRepo.getDefaultModel();
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}
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Sist2Api
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@@ -86,7 +86,7 @@ export default {
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computed: {
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...mapGetters(["optAutoAnalyze"]),
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modelSize() {
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const modelData = ModelsRepo.data[this.mlModel];
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const modelData = ModelsRepo.data[this.nerModel];
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if (!modelData) {
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return 0;
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}
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@@ -110,10 +110,10 @@ export default {
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}
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},
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async getMlModel() {
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if (this.$store.getters.mlModel.name !== this.mlModel) {
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if (this.$store.getters.nerModel.name !== this.nerModel) {
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this.mlLoading = true;
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this.modelLoadingProgress = 0;
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const modelInfo = ModelsRepo.data[this.mlModel];
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const modelInfo = ModelsRepo.data[this.nerModel];
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const model = new BertNerModel(
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modelInfo.vocabUrl,
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@@ -122,25 +122,25 @@ export default {
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)
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await model.init(progress => this.modelLoadingProgress = progress);
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this.$store.commit("setMlModel", {model, name: this.mlModel});
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this.$store.commit("setNerModel", {model, name: this.nerModel});
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this.mlLoading = false;
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return model
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}
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return this.$store.getters.mlModel.model;
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return this.$store.getters.nerModel.model;
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},
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async mlAnalyze() {
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if (!this.content) {
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return;
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}
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const modelInfo = ModelsRepo.data[this.mlModel];
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const modelInfo = ModelsRepo.data[this.nerModel];
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if (modelInfo === undefined) {
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return;
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}
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this.$store.commit("setOptMlDefaultModel", this.mlModel);
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this.$store.commit("setOptMlDefaultModel", this.nerModel);
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await this.$store.dispatch("updateConfiguration");
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const model = await this.getMlModel();
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@@ -1,5 +1,5 @@
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<template>
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<b-dropdown variant="primary">
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<b-dropdown variant="primary" :disabled="$store.getters.embeddingText !== ''">
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<b-dropdown-item :class="{'dropdown-active': sort === 'score'}" @click="onSelect('score')">{{
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$t("sort.relevance")
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}}
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@@ -210,4 +210,8 @@ export default {
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.theme-black .inspire-tree .matched > .wholerow {
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background: rgba(251, 191, 41, 0.25);
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}
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#tagTree {
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max-height: 350px;
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overflow: auto;
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}
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</style>
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50
sist2-vue/src/components/icons/MlIcon.vue
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50
sist2-vue/src/components/icons/MlIcon.vue
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@@ -0,0 +1,50 @@
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<template>
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<svg height="20px" width="20px" xmlns="http://www.w3.org/2000/svg"
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viewBox="0 0 512 512" xml:space="preserve">
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<g>
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<path class="st0" d="M167.314,14.993C167.314,6.712,160.602,0,152.332,0h-5.514c-8.27,0-14.982,6.712-14.982,14.993v41.466h35.478
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V14.993z"/>
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<path class="st0"
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d="M238.26,14.993C238.26,6.712,231.549,0,223.278,0h-5.504c-8.271,0-14.982,6.712-14.982,14.993v41.466h35.468 V14.993z"/>
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<path class="st0"
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d="M309.207,14.993C309.207,6.712,302.496,0,294.225,0h-5.504c-8.271,0-14.982,6.712-14.982,14.993v41.466h35.468 V14.993z"/>
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<path class="st0"
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d="M380.164,14.993C380.164,6.712,373.453,0,365.182,0h-5.514c-8.27,0-14.982,6.712-14.982,14.993v41.466h35.478 V14.993z"/>
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<path class="st0"
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d="M131.836,497.007c0,8.282,6.712,14.993,14.982,14.993h5.514c8.27,0,14.982-6.711,14.982-14.993V455.55h-35.478 V497.007z"/>
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<path class="st0"
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d="M202.792,497.007c0,8.282,6.712,14.993,14.982,14.993h5.504c8.27,0,14.982-6.711,14.982-14.993V455.55h-35.468 V497.007z"/>
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<path class="st0"
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d="M273.739,497.007c0,8.282,6.712,14.993,14.982,14.993h5.504c8.271,0,14.982-6.711,14.982-14.993V455.55 h-35.468V497.007z"/>
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<path class="st0"
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d="M344.686,497.007c0,8.282,6.712,14.993,14.982,14.993h5.514c8.271,0,14.982-6.711,14.982-14.993V455.55 h-35.478V497.007z"/>
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<path class="st0"
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d="M497.018,131.836H455.55v35.479h41.468c8.27,0,14.982-6.712,14.982-14.993v-5.493 C512,138.548,505.288,131.836,497.018,131.836z"/>
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<path class="st0"
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d="M497.018,202.793H455.55v35.468h41.468c8.27,0,14.982-6.712,14.982-14.982v-5.494 C512,209.504,505.288,202.793,497.018,202.793z"/>
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<path class="st0"
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d="M497.018,273.739H455.55v35.468h41.468c8.27,0,14.982-6.711,14.982-14.992v-5.494 C512,280.451,505.288,273.739,497.018,273.739z"/>
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<path class="st0"
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d="M497.018,344.686H455.55v35.479h41.468c8.27,0,14.982-6.712,14.982-14.993v-5.493 C512,351.398,505.288,344.686,497.018,344.686z"/>
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<path class="st0"
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d="M0,146.828v5.493c0,8.281,6.711,14.993,14.982,14.993H56.46v-35.479H14.982C6.711,131.836,0,138.548,0,146.828 z"/>
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<path class="st0"
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d="M0,217.785v5.494c0,8.27,6.711,14.982,14.982,14.982H56.46v-35.468H14.982C6.711,202.793,0,209.504,0,217.785z "/>
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<path class="st0"
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d="M0,288.721v5.494c0,8.281,6.711,14.992,14.982,14.992H56.46v-35.468H14.982C6.711,273.739,0,280.451,0,288.721 z"/>
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<path class="st0"
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d="M0,359.679v5.493c0,8.281,6.711,14.993,14.982,14.993H56.46v-35.479H14.982C6.711,344.686,0,351.398,0,359.679 z"/>
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<path class="st0"
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d="M78.628,433.382h354.753V78.628H78.628V433.382z M376.56,120.2c9.18,0,16.635,7.445,16.635,16.634 c0,9.18-7.455,16.624-16.635,16.624c-9.179,0-16.624-7.445-16.624-16.624C359.936,127.644,367.381,120.2,376.56,120.2z M376.56,361.32c9.18,0,16.635,7.445,16.635,16.635c0,9.179-7.455,16.623-16.635,16.623c-9.179,0-16.624-7.444-16.624-16.623 C359.936,368.764,367.381,361.32,376.56,361.32z M184.362,184.362h143.287v143.287H184.362V184.362z M135.439,120.2 c9.19,0,16.635,7.445,16.635,16.634c0,9.169-7.445,16.624-16.635,16.624c-9.178,0-16.623-7.455-16.623-16.624 C118.816,127.644,126.26,120.2,135.439,120.2z M135.439,361.32c9.19,0,16.635,7.445,16.635,16.635 c0,9.169-7.445,16.623-16.635,16.623c-9.178,0-16.623-7.454-16.623-16.623C118.816,368.764,126.26,361.32,135.439,361.32z"/>
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</g>
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</svg>
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</template>
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<script>
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export default {
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name: "MLIcon"
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}
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</script>
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<style scoped>
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</style>
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