update

Signed-off-by: James <james@jan.ai>

electron/core/plugins/data-plugin/module.ts

@@ -116,22 +116,10 @@ function storeModel(params: any) {
         model.nsfw,
         modelTags,
         model.greeting,
-        model.type,
+        model.type
-        function (err: any) {
-          if (err) {
-            // Handle the insertion error here
-            console.error(err.message);
-            res(undefined);
-            return;
-          }
-          // @ts-ignoreF
-          const id = this.lastID;
-          res(id);
-          return;
-        }
       );
+      stmt.finalize();
 
-      // insert modelVersion to MODEL_VERSION_TABLE_INSERTION
       const stmt2 = db.prepare(MODEL_VERSION_TABLE_INSERTION);
       stmt2.run(
         modelVersion.id,
@@ -143,25 +131,14 @@ function storeModel(params: any) {
         modelVersion.usecase,
         modelVersion.downloadLink,
         model.id,
-        modelVersion.startDownloadAt,
+        modelVersion.startDownloadAt
-        function (err: any) {
-          if (err) {
-            // Handle the insertion error here
-            console.error(err.message);
-            res(undefined);
-            return;
-          }
-          // @ts-ignoreF
-          const id = this.lastID;
-          res(id);
-          return;
-        }
       );
-      stmt.finalize();
+
       stmt2.finalize();
     });
 
     db.close();
+    res(undefined);
   });
 }
 
@@ -171,7 +148,7 @@ function storeModel(params: any) {
  * @param model Product
  */
 function updateFinishedDownloadAt(modelVersionId: string) {
-  return new Promise((res) => {
+  return new Promise((res, rej) => {
     const db = new sqlite3.Database(getDbPath());
     const time = Date.now();
     console.debug(
@@ -181,7 +158,7 @@ function updateFinishedDownloadAt(modelVersionId: string) {
     db.run(stmt, [time, modelVersionId], (err: any) => {
       if (err) {
         console.log(err);
-        res(undefined);
+        rej(err);
       } else {
         console.log("Updated 1 row");
         res("Updated");
@@ -299,7 +276,7 @@ function deleteDownloadModel(modelId: string) {
   });
 }
 
-async function fetchModelVersion(db: any, versionId: string) {
+function fetchModelVersion(db: any, versionId: string) {
   return new Promise((resolve, reject) => {
     db.get(
       "SELECT * FROM model_versions WHERE id = ?",
@@ -308,32 +285,7 @@ async function fetchModelVersion(db: any, versionId: string) {
         if (err) {
           reject(err);
         } else {
-          if (row) {
+          resolve(row);
-            const product = {
-              id: row.id,
-              slug: row.slug,
-              name: row.name,
-              description: row.description,
-              avatarUrl: row.avatar_url,
-              longDescription: row.long_description,
-              technicalDescription: row.technical_description,
-              author: row.author,
-              version: row.version,
-              modelUrl: row.model_url,
-              nsfw: row.nsfw,
-              greeting: row.greeting,
-              type: row.type,
-              inputs: row.inputs,
-              outputs: row.outputs,
-              createdAt: new Date(row.created_at),
-              updatedAt: new Date(row.updated_at),
-              fileName: row.file_name,
-              downloadUrl: row.download_url,
-            };
-            resolve(product);
-          } else {
-            resolve(undefined);
-          }
         }
       }
     );

electron/core/plugins/data-plugin/package.json

@@ -1,6 +1,6 @@
 {
   "name": "data-plugin",
-  "version": "1.0.0",
+  "version": "1.0.1",
   "description": "Jan Database Plugin efficiently stores conversation and model data using SQLite, providing accessible data management",
   "icon": "https://raw.githubusercontent.com/tailwindlabs/heroicons/88e98b0c2b458553fbadccddc2d2f878edc0387b/src/20/solid/circle-stack.svg",
   "main": "dist/index.js",

electron/core/plugins/model-management-plugin/index.js

@@ -1,6 +1,6 @@
 const MODULE_PATH = "model-management-plugin/dist/module.js";
 
-const getDownloadedModels = async () =>
+const getDownloadedModels = () =>
   new Promise(async (resolve) => {
     if (window.electronAPI) {
       window.electronAPI
@@ -9,7 +9,7 @@ const getDownloadedModels = async () =>
     }
   });
 
-const getAvailableModels = async () =>
+const getAvailableModels = () =>
   new Promise(async (resolve) => {
     if (window.electronAPI) {
       window.electronAPI
@@ -18,7 +18,7 @@ const getAvailableModels = async () =>
     }
   });
 
-const downloadModel = async (product) =>
+const downloadModel = (product) =>
   new Promise(async (resolve) => {
     if (window && window.electronAPI) {
       window.electronAPI
@@ -29,7 +29,7 @@ const downloadModel = async (product) =>
     }
   });
 
-const deleteModel = async (path) =>
+const deleteModel = (path) =>
   new Promise(async (resolve) => {
     if (window.electronAPI) {
       console.debug(`Delete model model management plugin: ${path}`);
@@ -38,7 +38,7 @@ const deleteModel = async (path) =>
     }
   });
 
-const searchModels = async (params) =>
+const searchModels = (params) =>
   new Promise(async (resolve) => {
     if (window.electronAPI) {
       window.electronAPI
@@ -47,7 +47,7 @@ const searchModels = async (params) =>
     }
   });
 
-const getConfiguredModels = async () =>
+const getConfiguredModels = () =>
   new Promise(async (resolve) => {
     if (window.electronAPI) {
       window.electronAPI

web/app/_components/ExploreModelContainer/index.tsx

@@ -6,10 +6,10 @@ import ExploreModelFilter from "../ExploreModelFilter";
 const ExploreModelContainer: React.FC = () => (
   <div className="flex flex-col flex-1 px-16 pt-14 overflow-hidden">
     <HeaderTitle title="Explore Models" />
-    <SearchBar
+    {/* <SearchBar
       type={SearchType.Model}
       placeholder="Owner name like TheBloke, bhlim etc.."
-    />
+    /> */}
     <div className="flex flex-1 gap-x-10 mt-9 overflow-hidden">
       <ExploreModelFilter />
       <ExploreModelList />

web/app/_components/ExploreModelFilter/index.tsx

@@ -1,7 +1,8 @@
 import React from "react";
 import SearchBar from "../SearchBar";
 import SimpleCheckbox from "../SimpleCheckbox";
-import SimpleTag, { TagType } from "../SimpleTag";
+import SimpleTag from "../SimpleTag";
+import { TagType } from "../SimpleTag/TagType";
 
 const tags = [
   "Roleplay",

web/app/_components/ExploreModelItem/index.tsx

@@ -4,10 +4,11 @@
 
 import ExploreModelItemHeader from "../ExploreModelItemHeader";
 import ModelVersionList from "../ModelVersionList";
-import { Fragment, forwardRef, useState } from "react";
+import { Fragment, forwardRef, useEffect, useState } from "react";
-import SimpleTag, { TagType } from "../SimpleTag";
+import SimpleTag from "../SimpleTag";
 import { displayDate } from "@/_utils/datetime";
 import { Product } from "@/_models/Product";
+import useGetMostSuitableModelVersion from "@/_hooks/useGetMostSuitableModelVersion";
 
 type Props = {
   model: Product;
@@ -16,15 +17,26 @@ type Props = {
 const ExploreModelItem = forwardRef<HTMLDivElement, Props>(({ model }, ref) => {
   const [show, setShow] = useState(false);
 
+  const { availableVersions } = model;
+  const { suitableModel, getMostSuitableModelVersion } =
+    useGetMostSuitableModelVersion();
+
+  useEffect(() => {
+    getMostSuitableModelVersion(availableVersions);
+  }, [availableVersions]);
+
+  if (!suitableModel) {
+    return null;
+  }
+
   return (
     <div
       ref={ref}
       className="flex flex-col border border-gray-200 rounded-md mb-4"
     >
       <ExploreModelItemHeader
-        name={model.name}
+        suitableModel={suitableModel}
-        status={TagType.Recommended}
+        exploreModel={model}
-        versions={model.availableVersions}
       />
       <div className="flex flex-col px-[26px] py-[22px]">
         <div className="flex justify-between">
@@ -42,11 +54,11 @@ const ExploreModelItem = forwardRef<HTMLDivElement, Props>(({ model }, ref) => {
                 Hardware Compatibility
               </div>
               <div className="flex gap-2">
-                <SimpleTag
+                {/* <SimpleTag
                   clickable={false}
                   title={TagType.Compatible}
                   type={TagType.Compatible}
-                />
+                /> */}
               </div>
             </div>
           </div>
@@ -63,11 +75,11 @@ const ExploreModelItem = forwardRef<HTMLDivElement, Props>(({ model }, ref) => {
               <div className="text-sm font-medium text-gray-500">
                 Expected Performance
               </div>
-              <SimpleTag
+              {/* <SimpleTag
                 title={TagType.Medium}
                 type={TagType.Medium}
                 clickable={false}
-              />
+              /> */}
             </div>
           </div>
         </div>
@@ -77,8 +89,14 @@ const ExploreModelItem = forwardRef<HTMLDivElement, Props>(({ model }, ref) => {
             {model.longDescription}
           </span>
         </div>
-        <div className="flex flex-col">
+        <div className="flex flex-col mt-5">
           <span className="text-sm font-medium text-gray-500">Tags</span>
+          <div className="flex flex-wrap gap-2">
+            {model.tags.map((tag) => (
+              // @ts-ignore
+              <SimpleTag key={tag} title={tag} type={tag} clickable={false} />
+            ))}
+          </div>
         </div>
       </div>
       {model.availableVersions?.length > 0 && (
@@ -87,6 +105,7 @@ const ExploreModelItem = forwardRef<HTMLDivElement, Props>(({ model }, ref) => {
             <ModelVersionList
               model={model}
               versions={model.availableVersions}
+              recommendedVersion={suitableModel?.id ?? ""}
             />
           )}
           <button

web/app/_components/ExploreModelItemHeader/index.tsx

@@ -1,34 +1,74 @@
-import SimpleTag, { TagType } from "../SimpleTag";
+import SimpleTag from "../SimpleTag";
 import PrimaryButton from "../PrimaryButton";
 import { formatDownloadPercentage, toGigabytes } from "@/_utils/converter";
-import { DownloadState } from "@/_models/DownloadState";
 import SecondaryButton from "../SecondaryButton";
+import { Product } from "@/_models/Product";
+import { useCallback, useEffect, useMemo } from "react";
 import { ModelVersion } from "@/_models/ModelVersion";
+import useGetPerformanceTag from "@/_hooks/useGetPerformanceTag";
+import useDownloadModel from "@/_hooks/useDownloadModel";
+import { useGetDownloadedModels } from "@/_hooks/useGetDownloadedModels";
+import { modelDownloadStateAtom } from "@/_helpers/atoms/DownloadState.atom";
+import { atom, useAtomValue, useSetAtom } from "jotai";
+import {
+  MainViewState,
+  setMainViewStateAtom,
+} from "@/_helpers/atoms/MainView.atom";
 
 type Props = {
-  name: string;
+  suitableModel: ModelVersion;
-  status: TagType;
+  exploreModel: Product;
-  versions: ModelVersion[];
-  size?: number;
-  downloadState?: DownloadState;
-  onDownloadClick?: () => void;
 };
 
 const ExploreModelItemHeader: React.FC<Props> = ({
-  name,
+  suitableModel,
-  status,
+  exploreModel,
-  size,
-  versions,
-  downloadState,
-  onDownloadClick,
 }) => {
+  const { downloadModel } = useDownloadModel();
+  const { downloadedModels } = useGetDownloadedModels();
+  const { performanceTag, title, getPerformanceForModel } =
+    useGetPerformanceTag();
+  const downloadAtom = useMemo(
+    () => atom((get) => get(modelDownloadStateAtom)[suitableModel.id]),
+    [suitableModel.id]
+  );
+  const downloadState = useAtomValue(downloadAtom);
+  const setMainViewState = useSetAtom(setMainViewStateAtom);
+
+  useEffect(() => {
+    getPerformanceForModel(suitableModel);
+  }, [suitableModel]);
+
+  const onDownloadClick = useCallback(() => {
+    downloadModel(exploreModel, suitableModel);
+  }, [exploreModel, suitableModel]);
+
+  const isDownloaded =
+    downloadedModels.find((model) => model.id === suitableModel.id) != null;
+
   let downloadButton = (
     <PrimaryButton
-      title={size ? `Download (${toGigabytes(size)})` : "Download"}
+      title={
-      onClick={() => onDownloadClick?.()}
+        suitableModel.size
+          ? `Download (${toGigabytes(suitableModel.size)})`
+          : "Download"
+      }
+      onClick={() => onDownloadClick()}
     />
   );
 
+  if (isDownloaded) {
+    downloadButton = (
+      <PrimaryButton
+        title="View Downloaded Model"
+        onClick={() => {
+          setMainViewState(MainViewState.MyModel);
+        }}
+        className="bg-green-500 hover:bg-green-400"
+      />
+    );
+  }
+
   if (downloadState != null) {
     // downloading
     downloadButton = (
@@ -39,15 +79,15 @@ const ExploreModelItemHeader: React.FC<Props> = ({
         )})`}
       />
     );
-  } else if (versions.length === 0) {
-    downloadButton = <SecondaryButton disabled title="No files available" />;
   }
 
   return (
     <div className="flex items-center justify-between p-4 border-b border-gray-200">
       <div className="flex items-center gap-2">
-        <span>{name}</span>
+        <span>{exploreModel.name}</span>
-        <SimpleTag title={status} type={status} clickable={false} />
+        {performanceTag && (
+          <SimpleTag title={title} type={performanceTag} clickable={false} />
+        )}
       </div>
       {downloadButton}
     </div>

web/app/_components/ModelVersionItem/index.tsx

@@ -6,14 +6,26 @@ import useDownloadModel from "@/_hooks/useDownloadModel";
 import { modelDownloadStateAtom } from "@/_helpers/atoms/DownloadState.atom";
 import { atom, useAtomValue } from "jotai";
 import { ModelVersion } from "@/_models/ModelVersion";
+import { useGetDownloadedModels } from "@/_hooks/useGetDownloadedModels";
+import SimpleTag from "../SimpleTag";
+import { ModelPerformance } from "../SimpleTag/TagType";
 
 type Props = {
   model: Product;
   modelVersion: ModelVersion;
+  isRecommended: boolean;
 };
 
-const ModelVersionItem: React.FC<Props> = ({ model, modelVersion }) => {
+const ModelVersionItem: React.FC<Props> = ({
+  model,
+  modelVersion,
+  isRecommended,
+}) => {
   const { downloadModel } = useDownloadModel();
+  const { downloadedModels } = useGetDownloadedModels();
+  const isDownloaded =
+    downloadedModels.find((model) => model.id === modelVersion.id) != null;
+
   const downloadAtom = useMemo(
     () => atom((get) => get(modelDownloadStateAtom)[modelVersion.id ?? ""]),
     [modelVersion.id ?? ""]
@@ -37,6 +49,8 @@ const ModelVersionItem: React.FC<Props> = ({ model, modelVersion }) => {
     downloadButton = (
       <div>{formatDownloadPercentage(downloadState.percent)}</div>
     );
+  } else if (isDownloaded) {
+    downloadButton = <div>Downloaded</div>;
   }
 
   return (
@@ -46,6 +60,13 @@ const ModelVersionItem: React.FC<Props> = ({ model, modelVersion }) => {
         <span className="font-sm text-gray-900">{modelVersion.name}</span>
       </div>
       <div className="flex items-center gap-4">
+        {isRecommended && (
+          <SimpleTag
+            title={"Recommended"}
+            type={ModelPerformance.PerformancePositive}
+            clickable={false}
+          />
+        )}
         <div className="px-2.5 py-0.5 bg-gray-200 text-xs font-medium rounded">
           {toGigabytes(modelVersion.size)}
         </div>

web/app/_components/ModelVersionList/index.tsx

@@ -6,17 +6,31 @@ import { ModelVersion } from "@/_models/ModelVersion";
 type Props = {
   model: Product;
   versions: ModelVersion[];
+  recommendedVersion: string;
 };
 
-const ModelVersionList: React.FC<Props> = ({ model, versions }) => (
+const ModelVersionList: React.FC<Props> = ({
+  model,
+  versions,
+  recommendedVersion,
+}) => {
+  return (
     <div className="px-4 py-5 border-t border-gray-200">
-    <div className="text-sm font-medium text-gray-500">Available Versions</div>
+      <div className="text-sm font-medium text-gray-500">
+        Available Versions
+      </div>
       <div className="border border-gray-200 rounded-lg overflow-hidden">
         {versions.map((item) => (
-        <ModelVersionItem key={item.id} model={model} modelVersion={item} />
+          <ModelVersionItem
+            key={item.id}
+            model={model}
+            modelVersion={item}
+            isRecommended={item.id === recommendedVersion}
+          />
         ))}
       </div>
     </div>
-);
+  );
+};
 
 export default ModelVersionList;

web/app/_components/SimpleTag/TagStyleMapper.ts

@@ -0,0 +1,16 @@
+import { TagType } from "./TagType";
+
+export const tagStyleMapper: Record<TagType, string> = {
+  GGUF: "bg-yellow-100 text-yellow-800",
+  PerformancePositive:
+    "text-green-700 ring-1 ring-inset ring-green-600/20 bg-green-50",
+  PerformanceNeutral:
+    "bg-yellow-50 text-yellow-800 ring-1 ring-inset ring-yellow-600/20",
+  PerformanceNegative:
+    "bg-red-50 ext-red-700 ring-1 ring-inset ring-red-600/10",
+  HardwareCompatible: "bg-red-50 ext-red-700 ring-1 ring-inset ring-red-600/10",
+  HardwareIncompatible:
+    "bg-red-50 ext-red-700 ring-1 ring-inset ring-red-600/10",
+  FreeStyle: "bg-gray-100 text-gray-800",
+  ExpectPerformanceMedium: "bg-yellow-100 text-yellow-800",
+};

web/app/_components/SimpleTag/TagType.ts

@@ -0,0 +1,32 @@
+export enum ModelPerformance {
+  PerformancePositive = "PerformancePositive",
+
+  PerformanceNeutral = "PerformanceNeutral",
+
+  PerformanceNegative = "PerformanceNegative",
+}
+
+export enum HardwareCompatibility {
+  HardwareCompatible = "HardwareCompatible",
+
+  HardwareIncompatible = "HardwareIncompatible",
+}
+
+export enum ExpectedPerformance {
+  ExpectPerformanceMedium = "ExpectPerformanceMedium",
+}
+
+export enum ModelFormat {
+  GGUF = "GGUF",
+}
+
+export enum FreestyleTag {
+  FreeStyle = "FreeStyle",
+}
+
+export type TagType =
+  | ModelPerformance
+  | HardwareCompatibility
+  | ExpectedPerformance
+  | ModelFormat
+  | FreestyleTag;

web/app/_components/SimpleTag/index.tsx

@@ -1,57 +1,6 @@
 import React from "react";
-
+import { TagType } from "./TagType";
-export enum TagType {
+import { tagStyleMapper } from "./TagStyleMapper";
-  Roleplay = "Roleplay",
-  Llama = "Llama",
-  Story = "Story",
-  Casual = "Casual",
-  Professional = "Professional",
-  CodeLlama = "CodeLlama",
-  Coding = "Coding",
-
-  // Positive
-  Recommended = "Recommended",
-  Compatible = "Compatible",
-
-  // Neutral
-  SlowOnDevice = "This model will be slow on your device",
-
-  // Negative
-  InsufficientRam = "Insufficient RAM",
-  Incompatible = "Incompatible with your device",
-  TooLarge = "This model is too large for your device",
-
-  // Performance
-  Medium = "Medium",
-  BalancedQuality = "Balanced Quality",
-}
-
-const tagStyleMapper: Record<TagType, string> = {
-  [TagType.Roleplay]: "bg-red-100 text-red-800",
-  [TagType.Llama]: "bg-green-100 text-green-800",
-  [TagType.Story]: "bg-blue-100 text-blue-800",
-  [TagType.Casual]: "bg-yellow-100 text-yellow-800",
-  [TagType.Professional]: "text-indigo-800 bg-indigo-100",
-  [TagType.CodeLlama]: "bg-pink-100 text-pink-800",
-  [TagType.Coding]: "text-purple-800 bg-purple-100",
-
-  [TagType.Recommended]:
-    "text-green-700 ring-1 ring-inset ring-green-600/20 bg-green-50",
-  [TagType.Compatible]:
-    "bg-red-50 ext-red-700 ring-1 ring-inset ring-red-600/10",
-
-  [TagType.SlowOnDevice]:
-    "bg-yellow-50 text-yellow-800 ring-1 ring-inset ring-yellow-600/20",
-
-  [TagType.Incompatible]:
-    "bg-red-50 ext-red-700 ring-1 ring-inset ring-red-600/10",
-  [TagType.InsufficientRam]:
-    "bg-red-50 ext-red-700 ring-1 ring-inset ring-red-600/10",
-  [TagType.TooLarge]: "bg-red-50 ext-red-700 ring-1 ring-inset ring-red-600/10",
-
-  [TagType.Medium]: "bg-yellow-100 text-yellow-800",
-  [TagType.BalancedQuality]: "bg-yellow-100 text-yellow-800",
-};
 
 type Props = {
   title: string;

web/app/_hooks/useGetHuggingFaceModel.ts

@@ -1,5 +1,4 @@
 import { useState } from "react";
-import { searchModels } from "./useGetDownloadedModels";
 import { SearchModelParamHf } from "@/_models/hf/SearchModelParam.hf";
 import { Product } from "@/_models/Product";
 import { useSetAtom } from "jotai";
@@ -22,14 +21,14 @@ export default function useGetHuggingFaceModel() {
       search: { owner },
       limit: 5,
     };
-    const result = await searchModels(searchParams);
+    // const result = await searchModels(searchParams);
-    console.debug("result", JSON.stringify(result));
+    // console.debug("result", JSON.stringify(result));
-    if (owner !== currentOwner) {
+    // if (owner !== currentOwner) {
-      setModelList(result.data);
+    //   setModelList(result.data);
-      setCurrentOwner(owner);
+    //   setCurrentOwner(owner);
-    } else {
+    // } else {
-      setModelList([...modelList, ...result.data]);
+    //   setModelList([...modelList, ...result.data]);
-    }
+    // }
     setLoadMoreInProgress(false);
   };
 

web/app/_hooks/useGetMostSuitableModelVersion.ts

@@ -0,0 +1,29 @@
+import { executeSerial } from "@/_services/pluginService";
+import { SystemMonitoringService } from "../../shared/coreService";
+import { ModelVersion } from "@/_models/ModelVersion";
+import { useState } from "react";
+
+export default function useGetMostSuitableModelVersion() {
+  const [suitableModel, setSuitableModel] = useState<ModelVersion | undefined>();
+
+  const getMostSuitableModelVersion = async (modelVersions: ModelVersion[]) => {
+    const resourceInfo = await executeSerial(
+      SystemMonitoringService.GET_RESOURCES_INFORMATION
+    );
+    const totalRam = resourceInfo.mem.total;
+
+    // find the model version with the highest required RAM that is still below the user's RAM by 80%
+    const modelVersion = modelVersions.reduce((prev, current) => {
+      if (current.maxRamRequired > prev.maxRamRequired) {
+        if (current.maxRamRequired < totalRam * 0.8) {
+          return current;
+        }
+      }
+      return prev;
+    });
+
+    setSuitableModel(modelVersion);
+  };
+
+  return { suitableModel, getMostSuitableModelVersion };
+}

web/app/_hooks/useGetPerformanceTag.ts

@@ -0,0 +1,53 @@
+import { executeSerial } from "../../../electron/core/plugin-manager/execution/extension-manager";
+import { SystemMonitoringService } from "../../shared/coreService";
+import { useState } from "react";
+import { ModelVersion } from "@/_models/ModelVersion";
+import { ModelPerformance, TagType } from "@/_components/SimpleTag/TagType";
+
+// Recommendation:
+// `Recommended (green)`: "Max RAM required" is 80% of users max  RAM.
+// `Slow on your device (yellow)`: Max RAM required is 80-100% of users max RAM
+// `Not enough RAM (red)`: User RAM is below "Max RAM required"
+
+export default function useGetPerformanceTag() {
+  const [performanceTag, setPerformanceTag] = useState<TagType | undefined>();
+
+  const getPerformanceForModel = async (modelVersion: ModelVersion) => {
+    const resourceInfo = await executeSerial(
+      SystemMonitoringService.GET_RESOURCES_INFORMATION
+    );
+    const totalRam = resourceInfo.mem.total;
+    const requiredRam = modelVersion.maxRamRequired;
+    setPerformanceTag(calculateRamPerformance(requiredRam, totalRam));
+  };
+
+  let title = "";
+  switch (performanceTag) {
+    case ModelPerformance.PerformancePositive:
+      title = "Recommended";
+      break;
+    case ModelPerformance.PerformanceNeutral:
+      title = "Slow on your device";
+      break;
+    case ModelPerformance.PerformanceNegative:
+      title = "Not enough RAM";
+      break;
+  }
+
+  return { performanceTag, title, getPerformanceForModel };
+}
+
+const calculateRamPerformance = (
+  requiredRamAmt: number,
+  totalRamAmt: number
+) => {
+  const percentage = requiredRamAmt / totalRamAmt;
+
+  if (percentage < 0.8) {
+    return ModelPerformance.PerformancePositive;
+  } else if (percentage >= 0.8 && percentage < 1) {
+    return ModelPerformance.PerformanceNeutral;
+  } else {
+    return ModelPerformance.PerformanceNegative;
+  }
+};

web/app/_models/AssistantModel.ts

@@ -57,9 +57,9 @@ export type AssistantModel = {
 
   updatedAt?: number;
 
-  status: string; // TODO: add this in the database // Downloaded, Active
+  status: string;
 
-  releaseDate: number; // TODO: add this in the database
+  releaseDate: number;
 
   tags: string[];
 };

web/app/_models/Product.ts

@@ -24,8 +24,8 @@ export interface Product {
   outputs?: ProductOutput;
   createdAt: number;
   updatedAt?: number;
-  status: string; // TODO: add this in the database // Downloaded, Active
+  status: string;
-  releaseDate: number; // TODO: add this in the database
+  releaseDate: number;
   tags: string[];
   availableVersions: ModelVersion[];
 }