diff --git a/.gitignore b/.gitignore
index a1d96b6e2..b21eadd77 100644
--- a/.gitignore
+++ b/.gitignore
@@ -7,4 +7,4 @@ __pycache__
 v-env
 .DS_Store
 aws_cf_deploy_anything_llm.json
-yarn.lock
+yarn.lock
\ No newline at end of file
diff --git a/docker/Dockerfile b/docker/Dockerfile
index 43112a1e6..85761e00a 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -77,6 +77,10 @@ RUN cd /app/collector && \
     . v-env/bin/activate && \
     pip install --no-cache-dir -r requirements.txt
 
+# Migrate and Run Prisma against known schema
+RUN cd ./server && npx prisma generate --schema=./prisma/schema.prisma
+RUN cd ./server && npx prisma migrate deploy --schema=./prisma/schema.prisma
+
 # Setup the environment
 ENV NODE_ENV=production
 ENV PATH=/app/collector/v-env/bin:$PATH
diff --git a/frontend/src/components/Modals/MangeWorkspace/Documents/index.jsx b/frontend/src/components/Modals/MangeWorkspace/Documents/index.jsx
index e5674d592..1034f3e2e 100644
--- a/frontend/src/components/Modals/MangeWorkspace/Documents/index.jsx
+++ b/frontend/src/components/Modals/MangeWorkspace/Documents/index.jsx
@@ -22,7 +22,7 @@ export default function DocumentSettings({ workspace }) {
   async function fetchKeys(refetchWorkspace = false) {
     const localFiles = await System.localFiles();
     const currentWorkspace = refetchWorkspace
-      ? await Workspace.bySlug(slug)
+      ? await Workspace.bySlug(slug ?? workspace.slug)
       : workspace;
     const originalDocs =
       currentWorkspace.documents.map((doc) => doc.docpath) || [];
diff --git a/frontend/src/components/Modals/MangeWorkspace/Settings/index.jsx b/frontend/src/components/Modals/MangeWorkspace/Settings/index.jsx
index 7dfc2ccc1..95c66fff8 100644
--- a/frontend/src/components/Modals/MangeWorkspace/Settings/index.jsx
+++ b/frontend/src/components/Modals/MangeWorkspace/Settings/index.jsx
@@ -3,6 +3,22 @@ import Workspace from "../../../../models/workspace";
 import paths from "../../../../utils/paths";
 import { chatPrompt } from "../../../../utils/chat";
 
+// Ensure that a type is correct before sending the body
+// to the backend.
+function castToType(key, value) {
+  const definitions = {
+    openAiTemp: {
+      cast: (value) => Number(value),
+    },
+    openAiHistory: {
+      cast: (value) => Number(value),
+    },
+  };
+
+  if (!definitions.hasOwnProperty(key)) return value;
+  return definitions[key].cast(value);
+}
+
 export default function WorkspaceSettings({ workspace }) {
   const formEl = useRef(null);
   const [saving, setSaving] = useState(false);
@@ -34,7 +50,7 @@ export default function WorkspaceSettings({ workspace }) {
     e.preventDefault();
     const data = {};
     const form = new FormData(formEl.current);
-    for (var [key, value] of form.entries()) data[key] = value;
+    for (var [key, value] of form.entries()) data[key] = castToType(key, value);
     const { workspace: updatedWorkspace, message } = await Workspace.update(
       workspace.slug,
       data
diff --git a/package.json b/package.json
index 318710a88..880ab612c 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "anything-llm",
-  "version": "0.1.0",
+  "version": "0.2.0",
   "description": "The best solution for turning private documents into a chat bot using off-the-shelf tools and commercially viable AI technologies.",
   "main": "index.js",
   "author": "Timothy Carambat (Mintplex Labs)",
@@ -10,10 +10,14 @@
   },
   "scripts": {
     "lint": "cd server && yarn lint && cd .. && cd frontend && yarn lint",
-    "setup": "cd server && yarn && cd ../frontend && yarn && cd .. && yarn setup:envs && echo \"Please run yarn dev:server and yarn dev:frontend in separate terminal tabs.\"",
+    "setup": "cd server && yarn && cd ../frontend && yarn && cd .. && yarn setup:envs && yarn prisma:setup && echo \"Please run yarn dev:server and yarn dev:frontend in separate terminal tabs.\"",
     "setup:envs": "cp -n ./frontend/.env.example ./frontend/.env && cp -n ./server/.env.example ./server/.env.development && cp -n ./collector/.env.example ./collector/.env && cp -n ./docker/.env.example ./docker/.env && echo \"All ENV files copied!\n\"",
     "dev:server": "cd server && yarn dev",
     "dev:frontend": "cd frontend && yarn start",
+    "prisma:generate": "cd server && npx prisma generate",
+    "prisma:migrate": "cd server && npx prisma migrate dev --name init",
+    "prisma:seed": "cd server && npx prisma db seed",
+    "prisma:setup": "yarn prisma:generate && yarn prisma:migrate && yarn prisma:seed",
     "prod:server": "cd server && yarn start",
     "prod:frontend": "cd frontend && yarn build",
     "generate:cloudformation": "node cloud-deployments/aws/cloudformation/generate.mjs",
diff --git a/server/.gitignore b/server/.gitignore
index 5f304ff2a..e063c4a04 100644
--- a/server/.gitignore
+++ b/server/.gitignore
@@ -15,4 +15,5 @@ public/
 
 # For legacy copies of repo
 documents
-vector-cache
\ No newline at end of file
+vector-cache
+yarn-error.log
\ No newline at end of file
diff --git a/server/endpoints/admin.js b/server/endpoints/admin.js
index fb8d1605d..1d21d92bc 100644
--- a/server/endpoints/admin.js
+++ b/server/endpoints/admin.js
@@ -1,4 +1,3 @@
-const { escape } = require("sqlstring-sqlite");
 const { ApiKey } = require("../models/apiKeys");
 const { Document } = require("../models/documents");
 const { Invite } = require("../models/invite");
@@ -82,7 +81,7 @@ function adminEndpoints(app) {
           return;
         }
         const { id } = request.params;
-        await User.delete(`id = ${id}`);
+        await User.delete({ id: Number(id) });
         response.status(200).json({ success: true, error: null });
       } catch (e) {
         console.error(e);
@@ -204,7 +203,7 @@ function adminEndpoints(app) {
         const { workspaceId } = request.params;
         const { userIds } = reqBody(request);
         const { success, error } = await Workspace.updateUsers(
-          escape(workspaceId),
+          workspaceId,
           userIds
         );
         response.status(200).json({ success, error });
@@ -228,23 +227,23 @@ function adminEndpoints(app) {
 
         const { id } = request.params;
         const VectorDb = getVectorDbClass();
-        const workspace = Workspace.get(`id = ${escape(id)}`);
+        const workspace = await Workspace.get({ id: Number(id) });
         if (!workspace) {
           response.sendStatus(404).end();
           return;
         }
 
-        await Workspace.delete(`id = ${workspace.id}`);
-        await DocumentVectors.deleteForWorkspace(workspace.id);
-        await Document.delete(`workspaceId = ${Number(workspace.id)}`);
-        await WorkspaceChats.delete(`workspaceId = ${Number(workspace.id)}`);
+        await WorkspaceChats.delete({ workspaceId: Number(workspace.id) });
+        await DocumentVectors.deleteForWorkspace(Number(workspace.id));
+        await Document.delete({ workspaceId: Number(workspace.id) });
+        await Workspace.delete({ id: Number(workspace.id) });
         try {
           await VectorDb["delete-namespace"]({ namespace: workspace.slug });
         } catch (e) {
           console.error(e.message);
         }
 
-        response.status(200).json({ success, error });
+        response.status(200).json({ success: true, error: null });
       } catch (e) {
         console.error(e);
         response.sendStatus(500).end();
@@ -262,13 +261,18 @@ function adminEndpoints(app) {
           response.sendStatus(401).end();
           return;
         }
-        const { offset = 0 } = reqBody(request);
+
+        const { offset = 0, limit = 20 } = reqBody(request);
         const chats = await WorkspaceChats.whereWithData(
-          `id >= ${escape(offset)}`,
-          20
+          { id: { gte: offset } },
+          limit
         );
-        const hasPages = (await WorkspaceChats.count()) > 20;
-        response.status(200).json({ chats: chats.reverse(), hasPages });
+        const totalChats = await WorkspaceChats.count();
+        const hasPages = totalChats > offset + limit;
+
+        response
+          .status(200)
+          .json({ chats: chats.reverse(), hasPages, totalChats });
       } catch (e) {
         console.error(e);
         response.sendStatus(500).end();
@@ -288,7 +292,7 @@ function adminEndpoints(app) {
         }
 
         const { id } = request.params;
-        await WorkspaceChats.delete(`id = ${id}`);
+        await WorkspaceChats.delete({ id: Number(id) });
         response.status(200).json({ success, error });
       } catch (e) {
         console.error(e);
@@ -310,14 +314,14 @@ function adminEndpoints(app) {
 
         const settings = {
           users_can_delete_workspaces:
-            (await SystemSettings.get(`label = 'users_can_delete_workspaces'`))
+            (await SystemSettings.get({ label: "users_can_delete_workspaces" }))
               ?.value === "true",
           limit_user_messages:
-            (await SystemSettings.get(`label = 'limit_user_messages'`))
+            (await SystemSettings.get({ label: "limit_user_messages" }))
               ?.value === "true",
           message_limit:
             Number(
-              (await SystemSettings.get(`label = 'message_limit'`))?.value
+              (await SystemSettings.get({ label: "message_limit" }))?.value
             ) || 10,
         };
         response.status(200).json({ settings });
@@ -357,7 +361,7 @@ function adminEndpoints(app) {
         return;
       }
 
-      const apiKeys = await ApiKey.whereWithUser("id IS NOT NULL");
+      const apiKeys = await ApiKey.whereWithUser({});
       return response.status(200).json({
         apiKeys,
         error: null,
@@ -405,8 +409,7 @@ function adminEndpoints(app) {
           response.sendStatus(401).end();
           return;
         }
-
-        await ApiKey.delete(`id = ${id}`);
+        await ApiKey.delete({ id: Number(id) });
         return response.status(200).end();
       } catch (e) {
         console.error(e);
diff --git a/server/endpoints/api/admin/index.js b/server/endpoints/api/admin/index.js
index c0a1374b4..1eeef9953 100644
--- a/server/endpoints/api/admin/index.js
+++ b/server/endpoints/api/admin/index.js
@@ -1,4 +1,3 @@
-const { escape } = require("sqlstring-sqlite");
 const { Invite } = require("../../../models/invite");
 const { SystemSettings } = require("../../../models/systemSettings");
 const { User } = require("../../../models/user");
@@ -11,7 +10,7 @@ function apiAdminEndpoints(app) {
   if (!app) return;
 
   app.get("/v1/admin/is-multi-user-mode", [validApiKey], (_, response) => {
-    /* 
+    /*
     #swagger.tags = ['Admin']
     #swagger.description = 'Check to see if the instance is in multi-user-mode first. Methods are disabled until multi user mode is enabled via the UI.'
     #swagger.responses[200] = {
@@ -23,9 +22,9 @@ function apiAdminEndpoints(app) {
              "isMultiUser": true
             }
           }
-        }           
+        }
       }
-    }  
+    }
     #swagger.responses[403] = {
       schema: {
         "$ref": "#/definitions/InvalidAPIKey"
@@ -37,7 +36,7 @@ function apiAdminEndpoints(app) {
   });
 
   app.get("/v1/admin/users", [validApiKey], async (request, response) => {
-    /* 
+    /*
     #swagger.tags = ['Admin']
     #swagger.description = 'Check to see if the instance is in multi-user-mode first. Methods are disabled until multi user mode is enabled via the UI.'
     #swagger.responses[200] = {
@@ -54,9 +53,9 @@ function apiAdminEndpoints(app) {
              ]
             }
           }
-        }           
+        }
       }
-    }  
+    }
     #swagger.responses[403] = {
       schema: {
         "$ref": "#/definitions/InvalidAPIKey"
@@ -84,7 +83,7 @@ function apiAdminEndpoints(app) {
   });
 
   app.post("/v1/admin/users/new", [validApiKey], async (request, response) => {
-    /* 
+    /*
     #swagger.tags = ['Admin']
     #swagger.description = 'Create a new user with username and password. Methods are disabled until multi user mode is enabled via the UI.'
     #swagger.requestBody = {
@@ -115,9 +114,9 @@ function apiAdminEndpoints(app) {
               error: null,
             }
           }
-        }           
+        }
       }
-    }  
+    }
     #swagger.responses[403] = {
       schema: {
         "$ref": "#/definitions/InvalidAPIKey"
@@ -143,7 +142,7 @@ function apiAdminEndpoints(app) {
   });
 
   app.post("/v1/admin/users/:id", [validApiKey], async (request, response) => {
-    /* 
+    /*
     #swagger.tags = ['Admin']
     #swagger.path = '/v1/admin/users/{id}'
     #swagger.parameters['id'] = {
@@ -178,9 +177,9 @@ function apiAdminEndpoints(app) {
               error: null,
             }
           }
-        }           
+        }
       }
-    }  
+    }
     #swagger.responses[403] = {
       schema: {
         "$ref": "#/definitions/InvalidAPIKey"
@@ -210,7 +209,7 @@ function apiAdminEndpoints(app) {
     "/v1/admin/users/:id",
     [validApiKey],
     async (request, response) => {
-      /* 
+      /*
     #swagger.tags = ['Admin']
     #swagger.description = 'Delete existing user by id. Methods are disabled until multi user mode is enabled via the UI.'
     #swagger.path = '/v1/admin/users/{id}'
@@ -230,9 +229,9 @@ function apiAdminEndpoints(app) {
               error: null,
             }
           }
-        }           
+        }
       }
-    }  
+    }
     #swagger.responses[403] = {
       schema: {
         "$ref": "#/definitions/InvalidAPIKey"
@@ -249,7 +248,7 @@ function apiAdminEndpoints(app) {
         }
 
         const { id } = request.params;
-        await User.delete(`id = ${id}`);
+        await User.delete({ id });
         response.status(200).json({ success: true, error: null });
       } catch (e) {
         console.error(e);
@@ -259,7 +258,7 @@ function apiAdminEndpoints(app) {
   );
 
   app.get("/v1/admin/invites", [validApiKey], async (request, response) => {
-    /* 
+    /*
     #swagger.tags = ['Admin']
     #swagger.description = 'List all existing invitations to instance regardless of status. Methods are disabled until multi user mode is enabled via the UI.'
     #swagger.responses[200] = {
@@ -278,9 +277,9 @@ function apiAdminEndpoints(app) {
              ]
             }
           }
-        }           
+        }
       }
-    }  
+    }
     #swagger.responses[403] = {
       schema: {
         "$ref": "#/definitions/InvalidAPIKey"
@@ -305,7 +304,7 @@ function apiAdminEndpoints(app) {
   });
 
   app.post("/v1/admin/invite/new", [validApiKey], async (request, response) => {
-    /* 
+    /*
     #swagger.tags = ['Admin']
     #swagger.description = 'Create a new invite code for someone to use to register with instance. Methods are disabled until multi user mode is enabled via the UI.'
     #swagger.responses[200] = {
@@ -322,9 +321,9 @@ function apiAdminEndpoints(app) {
               error: null,
             }
           }
-        }           
+        }
       }
-    }  
+    }
     #swagger.responses[403] = {
       schema: {
         "$ref": "#/definitions/InvalidAPIKey"
@@ -352,7 +351,7 @@ function apiAdminEndpoints(app) {
     "/v1/admin/invite/:id",
     [validApiKey],
     async (request, response) => {
-      /* 
+      /*
     #swagger.tags = ['Admin']
     #swagger.description = 'Deactivates (soft-delete) invite by id. Methods are disabled until multi user mode is enabled via the UI.'
     #swagger.path = '/v1/admin/invite/{id}'
@@ -372,9 +371,9 @@ function apiAdminEndpoints(app) {
               error: null,
             }
           }
-        }           
+        }
       }
-    }  
+    }
     #swagger.responses[403] = {
       schema: {
         "$ref": "#/definitions/InvalidAPIKey"
@@ -404,7 +403,7 @@ function apiAdminEndpoints(app) {
     "/v1/admin/workspaces/:workspaceId/update-users",
     [validApiKey],
     async (request, response) => {
-      /* 
+      /*
     #swagger.tags = ['Admin']
     #swagger.path = '/v1/admin/workspaces/{workspaceId}/update-users'
     #swagger.parameters['workspaceId'] = {
@@ -436,9 +435,9 @@ function apiAdminEndpoints(app) {
               error: null,
             }
           }
-        }           
+        }
       }
-    }  
+    }
     #swagger.responses[403] = {
       schema: {
         "$ref": "#/definitions/InvalidAPIKey"
@@ -457,7 +456,7 @@ function apiAdminEndpoints(app) {
         const { workspaceId } = request.params;
         const { userIds } = reqBody(request);
         const { success, error } = await Workspace.updateUsers(
-          escape(workspaceId),
+          workspaceId,
           userIds
         );
         response.status(200).json({ success, error });
@@ -472,7 +471,7 @@ function apiAdminEndpoints(app) {
     "/v1/admin/workspace-chats",
     [validApiKey],
     async (request, response) => {
-      /* 
+      /*
     #swagger.tags = ['Admin']
     #swagger.description = 'All chats in the system ordered by most recent. Methods are disabled until multi user mode is enabled via the UI.'
     #swagger.requestBody = {
@@ -497,9 +496,9 @@ function apiAdminEndpoints(app) {
               error: null,
             }
           }
-        }           
+        }
       }
-    }  
+    }
     #swagger.responses[403] = {
       schema: {
         "$ref": "#/definitions/InvalidAPIKey"
@@ -517,7 +516,7 @@ function apiAdminEndpoints(app) {
 
         const { offset = 0 } = reqBody(request);
         const chats = await WorkspaceChats.whereWithData(
-          `id >= ${escape(offset)}`,
+          { id: { gte: offset } },
           20
         );
         const hasPages = (await WorkspaceChats.count()) > 20;
@@ -530,7 +529,7 @@ function apiAdminEndpoints(app) {
   );
 
   app.get("/v1/admin/preferences", [validApiKey], async (request, response) => {
-    /* 
+    /*
     #swagger.tags = ['Admin']
     #swagger.description = 'Show all multi-user preferences for instance. Methods are disabled until multi user mode is enabled via the UI.'
     #swagger.responses[200] = {
@@ -546,9 +545,9 @@ function apiAdminEndpoints(app) {
               }
             }
           }
-        }           
+        }
       }
-    }  
+    }
     #swagger.responses[403] = {
       schema: {
         "$ref": "#/definitions/InvalidAPIKey"
@@ -566,14 +565,14 @@ function apiAdminEndpoints(app) {
 
       const settings = {
         users_can_delete_workspaces:
-          (await SystemSettings.get(`label = 'users_can_delete_workspaces'`))
+          (await SystemSettings.get({ label: "users_can_delete_workspaces" }))
             ?.value === "true",
         limit_user_messages:
-          (await SystemSettings.get(`label = 'limit_user_messages'`))?.value ===
-          "true",
+          (await SystemSettings.get({ label: "limit_user_messages" }))
+            ?.value === "true",
         message_limit:
           Number(
-            (await SystemSettings.get(`label = 'message_limit'`))?.value
+            (await SystemSettings.get({ label: "message_limit" }))?.value
           ) || 10,
       };
       response.status(200).json({ settings });
@@ -587,7 +586,7 @@ function apiAdminEndpoints(app) {
     "/v1/admin/preferences",
     [validApiKey],
     async (request, response) => {
-      /* 
+      /*
     #swagger.tags = ['Admin']
     #swagger.description = 'Update multi-user preferences for instance. Methods are disabled until multi user mode is enabled via the UI.'
     #swagger.requestBody = {
@@ -614,9 +613,9 @@ function apiAdminEndpoints(app) {
               error: null,
             }
           }
-        }           
+        }
       }
-    }  
+    }
     #swagger.responses[403] = {
       schema: {
         "$ref": "#/definitions/InvalidAPIKey"
diff --git a/server/endpoints/api/workspace/index.js b/server/endpoints/api/workspace/index.js
index f117c5f7e..2475f4b1b 100644
--- a/server/endpoints/api/workspace/index.js
+++ b/server/endpoints/api/workspace/index.js
@@ -1,4 +1,3 @@
-const { escape } = require("sqlstring-sqlite");
 const { Document } = require("../../../models/documents");
 const { Telemetry } = require("../../../models/telemetry");
 const { DocumentVectors } = require("../../../models/vectors");
@@ -13,7 +12,7 @@ function apiWorkspaceEndpoints(app) {
   if (!app) return;
 
   app.post("/v1/workspace/new", [validApiKey], async (request, response) => {
-    /* 
+    /*
     #swagger.tags = ['Workspaces']
     #swagger.description = 'Create a new workspace'
     #swagger.requestBody = {
@@ -47,9 +46,9 @@ function apiWorkspaceEndpoints(app) {
               message: 'Workspace created'
             }
           }
-        }           
+        }
       }
-    }  
+    }
     #swagger.responses[403] = {
       schema: {
         "$ref": "#/definitions/InvalidAPIKey"
@@ -72,7 +71,7 @@ function apiWorkspaceEndpoints(app) {
   });
 
   app.get("/v1/workspaces", [validApiKey], async (request, response) => {
-    /* 
+    /*
     #swagger.tags = ['Workspaces']
     #swagger.description = 'List all current workspaces'
     #swagger.responses[200] = {
@@ -95,9 +94,9 @@ function apiWorkspaceEndpoints(app) {
               ],
             }
           }
-        }           
+        }
       }
-    }  
+    }
     #swagger.responses[403] = {
       schema: {
         "$ref": "#/definitions/InvalidAPIKey"
@@ -114,7 +113,7 @@ function apiWorkspaceEndpoints(app) {
   });
 
   app.get("/v1/workspace/:slug", [validApiKey], async (request, response) => {
-    /* 
+    /*
     #swagger.tags = ['Workspaces']
     #swagger.description = 'Get a workspace by its unique slug.'
     #swagger.path = '/v1/workspace/{slug}'
@@ -143,9 +142,9 @@ function apiWorkspaceEndpoints(app) {
               }
             }
           }
-        }           
+        }
       }
-    }  
+    }
     #swagger.responses[403] = {
       schema: {
         "$ref": "#/definitions/InvalidAPIKey"
@@ -154,7 +153,7 @@ function apiWorkspaceEndpoints(app) {
     */
     try {
       const { slug } = request.params;
-      const workspace = await Workspace.get(`slug = ${escape(slug)}`);
+      const workspace = await Workspace.get({ slug });
       response.status(200).json({ workspace });
     } catch (e) {
       console.log(e.message, e);
@@ -166,7 +165,7 @@ function apiWorkspaceEndpoints(app) {
     "/v1/workspace/:slug",
     [validApiKey],
     async (request, response) => {
-      /* 
+      /*
     #swagger.tags = ['Workspaces']
     #swagger.description = 'Deletes a workspace by its slug.'
     #swagger.path = '/v1/workspace/{slug}'
@@ -185,17 +184,17 @@ function apiWorkspaceEndpoints(app) {
       try {
         const { slug = "" } = request.params;
         const VectorDb = getVectorDbClass();
-        const workspace = await Workspace.get(`slug = ${escape(slug)}`);
+        const workspace = await Workspace.get({ slug });
 
         if (!workspace) {
           response.sendStatus(400).end();
           return;
         }
 
-        await Workspace.delete(`id = ${Number(workspace.id)}`);
-        await DocumentVectors.deleteForWorkspace(workspace.id);
-        await Document.delete(`workspaceId = ${Number(workspace.id)}`);
-        await WorkspaceChats.delete(`workspaceId = ${Number(workspace.id)}`);
+        await WorkspaceChats.delete({ workspaceId: Number(workspace.id) });
+        await DocumentVectors.deleteForWorkspace(Number(workspace.id));
+        await Document.delete({ workspaceId: Number(workspace.id) });
+        await Workspace.delete({ id: Number(workspace.id) });
         try {
           await VectorDb["delete-namespace"]({ namespace: slug });
         } catch (e) {
@@ -213,7 +212,7 @@ function apiWorkspaceEndpoints(app) {
     "/v1/workspace/:slug/update",
     [validApiKey],
     async (request, response) => {
-      /* 
+      /*
     #swagger.tags = ['Workspaces']
     #swagger.description = 'Update workspace settings by its unique slug.'
     #swagger.path = '/v1/workspace/{slug}/update'
@@ -258,9 +257,9 @@ function apiWorkspaceEndpoints(app) {
               message: null,
             }
           }
-        }           
+        }
       }
-    }  
+    }
     #swagger.responses[403] = {
       schema: {
         "$ref": "#/definitions/InvalidAPIKey"
@@ -270,7 +269,7 @@ function apiWorkspaceEndpoints(app) {
       try {
         const { slug = null } = request.params;
         const data = reqBody(request);
-        const currWorkspace = await Workspace.get(`slug = ${escape(slug)}`);
+        const currWorkspace = await Workspace.get({ slug });
 
         if (!currWorkspace) {
           response.sendStatus(400).end();
@@ -293,7 +292,7 @@ function apiWorkspaceEndpoints(app) {
     "/v1/workspace/:slug/chats",
     [validApiKey],
     async (request, response) => {
-      /* 
+      /*
     #swagger.tags = ['Workspaces']
     #swagger.description = 'Get a workspaces chats regardless of user by its unique slug.'
     #swagger.path = '/v1/workspace/{slug}/chats'
@@ -323,9 +322,9 @@ function apiWorkspaceEndpoints(app) {
               ]
             }
           }
-        }           
+        }
       }
-    }  
+    }
     #swagger.responses[403] = {
       schema: {
         "$ref": "#/definitions/InvalidAPIKey"
@@ -334,7 +333,7 @@ function apiWorkspaceEndpoints(app) {
     */
       try {
         const { slug } = request.params;
-        const workspace = await Workspace.get(`slug = ${escape(slug)}`);
+        const workspace = await Workspace.get({ slug });
 
         if (!workspace) {
           response.sendStatus(400).end();
@@ -354,7 +353,7 @@ function apiWorkspaceEndpoints(app) {
     "/v1/workspace/:slug/update-embeddings",
     [validApiKey],
     async (request, response) => {
-      /* 
+      /*
     #swagger.tags = ['Workspaces']
     #swagger.description = 'Add or remove documents from a workspace by its unique slug.'
     #swagger.path = '/v1/workspace/{slug}/update-embeddings'
@@ -397,9 +396,9 @@ function apiWorkspaceEndpoints(app) {
               message: null,
             }
           }
-        }           
+        }
       }
-    }  
+    }
     #swagger.responses[403] = {
       schema: {
         "$ref": "#/definitions/InvalidAPIKey"
@@ -409,7 +408,7 @@ function apiWorkspaceEndpoints(app) {
       try {
         const { slug = null } = request.params;
         const { adds = [], deletes = [] } = reqBody(request);
-        const currWorkspace = await Workspace.get(`slug = ${escape(slug)}`);
+        const currWorkspace = await Workspace.get({ slug });
 
         if (!currWorkspace) {
           response.sendStatus(400).end();
diff --git a/server/endpoints/chat.js b/server/endpoints/chat.js
index 365f0d33e..5c1276244 100644
--- a/server/endpoints/chat.js
+++ b/server/endpoints/chat.js
@@ -6,7 +6,6 @@ const { validatedRequest } = require("../utils/middleware/validatedRequest");
 const { WorkspaceChats } = require("../models/workspaceChats");
 const { SystemSettings } = require("../models/systemSettings");
 const { Telemetry } = require("../models/telemetry");
-const { escape } = require("sqlstring-sqlite");
 
 function chatEndpoints(app) {
   if (!app) return;
@@ -19,9 +18,10 @@ function chatEndpoints(app) {
         const user = await userFromSession(request, response);
         const { slug } = request.params;
         const { message, mode = "query" } = reqBody(request);
+
         const workspace = multiUserMode(response)
-          ? await Workspace.getWithUser(user, `slug = ${escape(slug)}`)
-          : await Workspace.get(`slug = ${escape(slug)}`);
+          ? await Workspace.getWithUser(user, { slug })
+          : await Workspace.get({ slug });
 
         if (!workspace) {
           response.sendStatus(400).end();
@@ -29,18 +29,25 @@ function chatEndpoints(app) {
         }
 
         if (multiUserMode(response) && user.role !== "admin") {
-          const limitMessages =
-            (await SystemSettings.get(`label = 'limit_user_messages'`))
-              ?.value === "true";
+          const limitMessagesSetting = await SystemSettings.get({
+            label: "limit_user_messages",
+          });
+          const limitMessages = limitMessagesSetting?.value === "true";
 
           if (limitMessages) {
-            const systemLimit = Number(
-              (await SystemSettings.get(`label = 'message_limit'`))?.value
-            );
+            const messageLimitSetting = await SystemSettings.get({
+              label: "message_limit",
+            });
+            const systemLimit = Number(messageLimitSetting?.value);
+
             if (!!systemLimit) {
-              const currentChatCount = await WorkspaceChats.count(
-                `user_id = ${user.id} AND createdAt > datetime(CURRENT_TIMESTAMP, '-1 days')`
-              );
+              const currentChatCount = await WorkspaceChats.count({
+                user_id: user.id,
+                createdAt: {
+                  gte: new Date(new Date() - 24 * 60 * 60 * 1000),
+                },
+              });
+
               if (currentChatCount >= systemLimit) {
                 response.status(500).json({
                   id: uuidv4(),
diff --git a/server/endpoints/invite.js b/server/endpoints/invite.js
index 24575f202..08f9a14e9 100644
--- a/server/endpoints/invite.js
+++ b/server/endpoints/invite.js
@@ -1,4 +1,3 @@
-const { escape } = require("sqlstring-sqlite");
 const { Invite } = require("../models/invite");
 const { User } = require("../models/user");
 const { reqBody } = require("../utils/http");
@@ -9,7 +8,7 @@ function inviteEndpoints(app) {
   app.get("/invite/:code", async (request, response) => {
     try {
       const { code } = request.params;
-      const invite = await Invite.get(`code = ${escape(code)}`);
+      const invite = await Invite.get({ code });
       if (!invite) {
         response.status(200).json({ invite: null, error: "Invite not found." });
         return;
@@ -35,7 +34,7 @@ function inviteEndpoints(app) {
     try {
       const { code } = request.params;
       const userParams = reqBody(request);
-      const invite = await Invite.get(`code = ${escape(code)}`);
+      const invite = await Invite.get({ code });
       if (!invite || invite.status !== "pending") {
         response
           .status(200)
diff --git a/server/endpoints/system.js b/server/endpoints/system.js
index 5ce3a7ed6..1717e6357 100644
--- a/server/endpoints/system.js
+++ b/server/endpoints/system.js
@@ -1,7 +1,6 @@
 process.env.NODE_ENV === "development"
   ? require("dotenv").config({ path: `.env.${process.env.NODE_ENV}` })
   : require("dotenv").config();
-const { validateTablePragmas } = require("../utils/database");
 const { viewLocalFiles } = require("../utils/files");
 const { exportData, unpackAndOverwriteImport } = require("../utils/files/data");
 const {
@@ -38,7 +37,6 @@ const {
 const { Telemetry } = require("../models/telemetry");
 const { WelcomeMessages } = require("../models/welcomeMessages");
 const { ApiKey } = require("../models/apiKeys");
-const { escape } = require("sqlstring-sqlite");
 
 function systemEndpoints(app) {
   if (!app) return;
@@ -48,7 +46,10 @@ function systemEndpoints(app) {
   });
 
   app.get("/migrate", async (_, response) => {
-    await validateTablePragmas(true);
+    const execSync = require("child_process").execSync;
+    execSync("npx prisma migrate deploy --schema=./prisma/schema.prisma", {
+      stdio: "inherit",
+    });
     response.sendStatus(200);
   });
 
@@ -97,7 +98,7 @@ function systemEndpoints(app) {
     try {
       if (await SystemSettings.isMultiUserMode()) {
         const { username, password } = reqBody(request);
-        const existingUser = await User.get(`username = ${escape(username)}`);
+        const existingUser = await User.get({ username });
 
         if (!existingUser) {
           response.status(200).json({
@@ -524,7 +525,7 @@ function systemEndpoints(app) {
         return response.sendStatus(401).end();
       }
 
-      const apiKey = await ApiKey.get("id IS NOT NULL");
+      const apiKey = await ApiKey.get({});
       return response.status(200).json({
         apiKey,
         error: null,
diff --git a/server/endpoints/workspaces.js b/server/endpoints/workspaces.js
index 923e3fdb2..ea2be211d 100644
--- a/server/endpoints/workspaces.js
+++ b/server/endpoints/workspaces.js
@@ -13,7 +13,6 @@ const {
 const { validatedRequest } = require("../utils/middleware/validatedRequest");
 const { SystemSettings } = require("../models/systemSettings");
 const { Telemetry } = require("../models/telemetry");
-const { escape } = require("sqlstring-sqlite");
 const { handleUploads } = setupMulter();
 
 function workspaceEndpoints(app) {
@@ -45,8 +44,8 @@ function workspaceEndpoints(app) {
         const { slug = null } = request.params;
         const data = reqBody(request);
         const currWorkspace = multiUserMode(response)
-          ? await Workspace.getWithUser(user, `slug = ${escape(slug)}`)
-          : await Workspace.get(`slug = ${escape(slug)}`);
+          ? await Workspace.getWithUser(user, { slug })
+          : await Workspace.get({ slug });
 
         if (!currWorkspace) {
           response.sendStatus(400).end();
@@ -106,8 +105,8 @@ function workspaceEndpoints(app) {
         const { slug = null } = request.params;
         const { adds = [], deletes = [] } = reqBody(request);
         const currWorkspace = multiUserMode(response)
-          ? await Workspace.getWithUser(user, `slug = ${escape(slug)}`)
-          : await Workspace.get(`slug = ${escape(slug)}`);
+          ? await Workspace.getWithUser(user, { slug })
+          : await Workspace.get({ slug });
 
         if (!currWorkspace) {
           response.sendStatus(400).end();
@@ -116,9 +115,7 @@ function workspaceEndpoints(app) {
 
         await Document.removeDocuments(currWorkspace, deletes);
         await Document.addDocuments(currWorkspace, adds);
-        const updatedWorkspace = await Workspace.get(
-          `id = ${currWorkspace.id}`
-        );
+        const updatedWorkspace = await Workspace.get({ id: currWorkspace.id });
         response.status(200).json({ workspace: updatedWorkspace });
       } catch (e) {
         console.log(e.message, e);
@@ -136,8 +133,8 @@ function workspaceEndpoints(app) {
         const user = await userFromSession(request, response);
         const VectorDb = getVectorDbClass();
         const workspace = multiUserMode(response)
-          ? await Workspace.getWithUser(user, `slug = ${escape(slug)}`)
-          : await Workspace.get(`slug = ${escape(slug)}`);
+          ? await Workspace.getWithUser(user, { slug })
+          : await Workspace.get({ slug });
 
         if (!workspace) {
           response.sendStatus(400).end();
@@ -146,7 +143,7 @@ function workspaceEndpoints(app) {
 
         if (multiUserMode(response) && user.role !== "admin") {
           const canDelete =
-            (await SystemSettings.get(`label = 'users_can_delete_workspaces'`))
+            (await SystemSettings.get({ label: "users_can_delete_workspaces" }))
               ?.value === "true";
           if (!canDelete) {
             response.sendStatus(500).end();
@@ -154,10 +151,11 @@ function workspaceEndpoints(app) {
           }
         }
 
-        await Workspace.delete(`id = ${Number(workspace.id)}`);
+        await WorkspaceChats.delete({ workspaceId: Number(workspace.id) });
         await DocumentVectors.deleteForWorkspace(workspace.id);
-        await Document.delete(`workspaceId = ${Number(workspace.id)}`);
-        await WorkspaceChats.delete(`workspaceId = ${Number(workspace.id)}`);
+        await Document.delete({ workspaceId: Number(workspace.id) });
+        await Workspace.delete({ id: Number(workspace.id) });
+
         try {
           await VectorDb["delete-namespace"]({ namespace: slug });
         } catch (e) {
@@ -190,8 +188,8 @@ function workspaceEndpoints(app) {
       const { slug } = request.params;
       const user = await userFromSession(request, response);
       const workspace = multiUserMode(response)
-        ? await Workspace.getWithUser(user, `slug = ${escape(slug)}`)
-        : await Workspace.get(`slug = ${escape(slug)}`);
+        ? await Workspace.getWithUser(user, { slug })
+        : await Workspace.get({ slug });
 
       response.status(200).json({ workspace });
     } catch (e) {
@@ -208,8 +206,8 @@ function workspaceEndpoints(app) {
         const { slug } = request.params;
         const user = await userFromSession(request, response);
         const workspace = multiUserMode(response)
-          ? await Workspace.getWithUser(user, `slug = ${escape(slug)}`)
-          : await Workspace.get(`slug = ${escape(slug)}`);
+          ? await Workspace.getWithUser(user, { slug })
+          : await Workspace.get({ slug });
 
         if (!workspace) {
           response.sendStatus(400).end();
diff --git a/server/index.js b/server/index.js
index e2f54a3a8..5b22cca91 100644
--- a/server/index.js
+++ b/server/index.js
@@ -12,12 +12,12 @@ const { systemEndpoints } = require("./endpoints/system");
 const { workspaceEndpoints } = require("./endpoints/workspaces");
 const { chatEndpoints } = require("./endpoints/chat");
 const { getVectorDbClass } = require("./utils/helpers");
-const { validateTablePragmas, setupTelemetry } = require("./utils/database");
 const { adminEndpoints } = require("./endpoints/admin");
 const { inviteEndpoints } = require("./endpoints/invite");
 const { utilEndpoints } = require("./endpoints/utils");
 const { Telemetry } = require("./models/telemetry");
 const { developerEndpoints } = require("./endpoints/api");
+const setupTelemetry = require("./utils/telemetry");
 const app = express();
 const apiRouter = express.Router();
 const FILE_LIMIT = "3GB";
@@ -90,7 +90,6 @@ app.all("*", function (_, response) {
 
 app
   .listen(process.env.SERVER_PORT || 3001, async () => {
-    await validateTablePragmas();
     await setupTelemetry();
     console.log(
       `Example app listening on port ${process.env.SERVER_PORT || 3001}`
diff --git a/server/models/apiKeys.js b/server/models/apiKeys.js
index 01f66576e..b6242397b 100644
--- a/server/models/apiKeys.js
+++ b/server/models/apiKeys.js
@@ -1,132 +1,97 @@
 const { Telemetry } = require("./telemetry");
+const prisma = require("../utils/prisma");
 
 const ApiKey = {
   tablename: "api_keys",
   writable: [],
-  colsInit: `
-  id INTEGER PRIMARY KEY AUTOINCREMENT,
-  secret TEXT UNIQUE,
-  createdBy INTEGER DEFAULT NULL,
-  createdAt TEXT DEFAULT CURRENT_TIMESTAMP,
-  lastUpdatedAt TEXT DEFAULT CURRENT_TIMESTAMP
-  `,
-  migrateTable: async function () {
-    const { checkForMigrations } = require("../utils/database");
-    console.log(`\x1b[34m[MIGRATING]\x1b[0m Checking for ApiKey migrations`);
-    const db = await this.db(false);
-    await checkForMigrations(this, db);
-  },
-  migrations: function () {
-    return [];
-  },
+
   makeSecret: () => {
     const uuidAPIKey = require("uuid-apikey");
     return uuidAPIKey.create().apiKey;
   },
-  db: async function (tracing = true) {
-    const sqlite3 = require("sqlite3").verbose();
-    const { open } = require("sqlite");
 
-    const db = await open({
-      filename: `${
-        !!process.env.STORAGE_DIR ? `${process.env.STORAGE_DIR}/` : "storage/"
-      }anythingllm.db`,
-      driver: sqlite3.Database,
-    });
-
-    await db.exec(
-      `PRAGMA foreign_keys = ON;CREATE TABLE IF NOT EXISTS ${this.tablename} (${this.colsInit})`
-    );
-
-    if (tracing) db.on("trace", (sql) => console.log(sql));
-    return db;
-  },
   create: async function (createdByUserId = null) {
-    const db = await this.db();
-    const { id, success, message } = await db
-      .run(`INSERT INTO ${this.tablename} (secret, createdBy) VALUES(?, ?)`, [
-        this.makeSecret(),
-        createdByUserId,
-      ])
-      .then((res) => {
-        return { id: res.lastID, success: true, message: null };
-      })
-      .catch((error) => {
-        return { id: null, success: false, message: error.message };
+    try {
+      const apiKey = await prisma.api_keys.create({
+        data: {
+          secret: this.makeSecret(),
+          createdBy: createdByUserId,
+        },
       });
 
-    if (!success) {
-      db.close();
-      console.error("FAILED TO CREATE API KEY.", message);
-      return { apiKey: null, error: message };
+      await Telemetry.sendTelemetry("api_key_created");
+      return { apiKey, error: null };
+    } catch (error) {
+      console.error("FAILED TO CREATE API KEY.", error.message);
+      return { apiKey: null, error: error.message };
     }
-
-    const apiKey = await db.get(
-      `SELECT * FROM ${this.tablename} WHERE id = ${id} `
-    );
-    db.close();
-    await Telemetry.sendTelemetry("api_key_created");
-    return { apiKey, error: null };
   },
-  get: async function (clause = "") {
-    const db = await this.db();
-    const result = await db
-      .get(
-        `SELECT * FROM ${this.tablename} ${clause ? `WHERE ${clause}` : clause}`
-      )
-      .then((res) => res || null);
-    if (!result) return null;
-    db.close();
-    return { ...result };
-  },
-  count: async function (clause = null) {
-    const db = await this.db();
-    const { count } = await db.get(
-      `SELECT COUNT(*) as count FROM ${this.tablename} ${
-        clause ? `WHERE ${clause}` : ""
-      } `
-    );
-    db.close();
 
-    return count;
-  },
-  delete: async function (clause = "") {
-    const db = await this.db();
-    await db.get(
-      `DELETE FROM ${this.tablename} ${clause ? `WHERE ${clause}` : ""}`
-    );
-    db.close();
-
-    return true;
-  },
-  where: async function (clause = "", limit = null) {
-    const db = await this.db();
-    const results = await db.all(
-      `SELECT * FROM ${this.tablename} ${clause ? `WHERE ${clause}` : ""} ${
-        !!limit ? `LIMIT ${limit}` : ""
-      }`
-    );
-    db.close();
-
-    return results;
-  },
-  whereWithUser: async function (clause = "", limit = null) {
-    const { User } = require("./user");
-    const apiKeys = await this.where(clause, limit);
-
-    for (const apiKey of apiKeys) {
-      if (!apiKey.createdBy) continue;
-      const user = await User.get(`id = ${apiKey.createdBy}`);
-      if (!user) continue;
-
-      apiKey.createdBy = {
-        id: user.id,
-        username: user.username,
-        role: user.role,
-      };
+  get: async function (clause = {}) {
+    try {
+      const apiKey = await prisma.api_keys.findFirst({ where: clause });
+      return apiKey;
+    } catch (error) {
+      console.error("FAILED TO GET API KEY.", error.message);
+      return null;
     }
+  },
 
-    return apiKeys;
+  count: async function (clause = {}) {
+    try {
+      const count = await prisma.api_keys.count({ where: clause });
+      return count;
+    } catch (error) {
+      console.error("FAILED TO COUNT API KEYS.", error.message);
+      return 0;
+    }
+  },
+
+  delete: async function (clause = {}) {
+    try {
+      await prisma.api_keys.deleteMany({ where: clause });
+      return true;
+    } catch (error) {
+      console.error("FAILED TO DELETE API KEY.", error.message);
+      return false;
+    }
+  },
+
+  where: async function (clause = {}, limit) {
+    try {
+      const apiKeys = await prisma.api_keys.findMany({
+        where: clause,
+        take: limit,
+      });
+      return apiKeys;
+    } catch (error) {
+      console.error("FAILED TO GET API KEYS.", error.message);
+      return [];
+    }
+  },
+
+  whereWithUser: async function (clause = {}, limit) {
+    try {
+      const { User } = require("./user");
+      const apiKeys = await this.where(clause, limit);
+
+      for (const apiKey of apiKeys) {
+        if (!apiKey.createdBy) continue;
+        const user = await User.get({ id: apiKey.createdBy });
+        if (!user) continue;
+
+        apiKey.createdBy = {
+          id: user.id,
+          username: user.username,
+          role: user.role,
+        };
+      }
+
+      return apiKeys;
+    } catch (error) {
+      console.error("FAILED TO GET API KEYS WITH USER.", error.message);
+      return [];
+    }
   },
 };
 
diff --git a/server/models/documents.js b/server/models/documents.js
index 143885b1f..58189a66c 100644
--- a/server/models/documents.js
+++ b/server/models/documents.js
@@ -1,76 +1,42 @@
 const { fileData } = require("../utils/files");
 const { v4: uuidv4 } = require("uuid");
 const { getVectorDbClass } = require("../utils/helpers");
-const { checkForMigrations } = require("../utils/database");
+const prisma = require("../utils/prisma");
 const { Telemetry } = require("./telemetry");
 
 const Document = {
-  tablename: "workspace_documents",
-  colsInit: `
-  id INTEGER PRIMARY KEY AUTOINCREMENT,
-  docId TEXT NOT NULL UNIQUE,  
-  filename TEXT NOT NULL,
-  docpath TEXT NOT NULL,
-  workspaceId INTEGER NOT NULL,
-  metadata TEXT NULL,
-  createdAt TEXT DEFAULT CURRENT_TIMESTAMP,
-  lastUpdatedAt TEXT DEFAULT CURRENT_TIMESTAMP
-  `,
-  migrateTable: async function () {
-    console.log(`\x1b[34m[MIGRATING]\x1b[0m Checking for Document migrations`);
-    const db = await this.db(false);
-    await checkForMigrations(this, db);
-  },
-  migrations: function () {
-    return [];
-  },
-  db: async function (tracing = true) {
-    const sqlite3 = require("sqlite3").verbose();
-    const { open } = require("sqlite");
-
-    const db = await open({
-      filename: `${
-        !!process.env.STORAGE_DIR ? `${process.env.STORAGE_DIR}/` : "storage/"
-      }anythingllm.db`,
-      driver: sqlite3.Database,
-    });
-
-    await db.exec(
-      `PRAGMA foreign_keys = ON;CREATE TABLE IF NOT EXISTS ${this.tablename} (${this.colsInit})`
-    );
-
-    if (tracing) db.on("trace", (sql) => console.log(sql));
-    return db;
-  },
   forWorkspace: async function (workspaceId = null) {
     if (!workspaceId) return [];
-    return await this.where(`workspaceId = ${workspaceId}`);
+    return await prisma.workspace_documents.findMany({
+      where: { workspaceId },
+    });
   },
-  delete: async function (clause = "") {
-    const db = await this.db();
-    await db.get(`DELETE FROM ${this.tablename} WHERE ${clause}`);
-    db.close();
-    return true;
-  },
-  where: async function (clause = "", limit = null) {
-    const db = await this.db();
-    const results = await db.all(
-      `SELECT * FROM ${this.tablename} ${clause ? `WHERE ${clause}` : ""} ${
-        !!limit ? `LIMIT ${limit}` : ""
-      }`
-    );
 
-    db.close();
-    return results;
+  delete: async function (clause = {}) {
+    try {
+      await prisma.workspace_documents.deleteMany({ where: clause });
+      return true;
+    } catch (error) {
+      console.error(error.message);
+      return false;
+    }
   },
-  firstWhere: async function (clause = "") {
-    const results = await this.where(clause);
-    return results.length > 0 ? results[0] : null;
+
+  firstWhere: async function (clause = {}) {
+    try {
+      const document = await prisma.workspace_documents.findFirst({
+        where: clause,
+      });
+      return document || null;
+    } catch (error) {
+      console.error(error.message);
+      return null;
+    }
   },
+
   addDocuments: async function (workspace, additions = []) {
     const VectorDb = getVectorDbClass();
     if (additions.length === 0) return;
-    const insertParams = [];
 
     for (const path of additions) {
       const data = await fileData(path);
@@ -82,7 +48,7 @@ const Document = {
         docId,
         filename: path.split("/")[1],
         docpath: path,
-        workspaceId: Number(workspace.id),
+        workspaceId: workspace.id,
         metadata: JSON.stringify(metadata),
       };
       const vectorized = await VectorDb.addDocumentToNamespace(
@@ -95,72 +61,44 @@ const Document = {
         continue;
       }
 
-      insertParams.push([
-        docId,
-        newDoc.filename,
-        newDoc.docpath,
-        newDoc.workspaceId,
-        newDoc.metadata,
-      ]);
-    }
-
-    const db = await this.db();
-    const stmt = await db.prepare(
-      `INSERT INTO ${this.tablename} (docId, filename, docpath, workspaceId, metadata) VALUES (?,?,?,?,?)`
-    );
-
-    await db.exec("BEGIN TRANSACTION");
-    try {
-      for (const params of insertParams) {
-        await stmt.run(params);
+      try {
+        await prisma.workspace_documents.create({ data: newDoc });
+      } catch (error) {
+        console.error(error.message);
       }
-      await db.exec("COMMIT");
-    } catch {
-      await db.exec("ROLLBACK");
     }
 
-    stmt.finalize();
-    db.close();
     await Telemetry.sendTelemetry("documents_embedded_in_workspace", {
       LLMSelection: process.env.LLM_PROVIDER || "openai",
       VectorDbSelection: process.env.VECTOR_DB || "pinecone",
     });
     return;
   },
+
   removeDocuments: async function (workspace, removals = []) {
     const VectorDb = getVectorDbClass();
-    const deleteParams = [];
     if (removals.length === 0) return;
 
     for (const path of removals) {
-      const document = await this.firstWhere(
-        `docPath = '${path}' AND workspaceId = ${workspace.id}`
-      );
+      const document = await this.firstWhere({
+        docpath: path,
+        workspaceId: workspace.id,
+      });
       if (!document) continue;
       await VectorDb.deleteDocumentFromNamespace(
         workspace.slug,
         document.docId
       );
-      deleteParams.push([path, workspace.id]);
-    }
 
-    const db = await this.db();
-    const stmt = await db.prepare(
-      `DELETE FROM ${this.tablename} WHERE docpath = ? AND workspaceId = ?`
-    );
-
-    await db.exec("BEGIN TRANSACTION");
-    try {
-      for (const params of deleteParams) {
-        await stmt.run(params);
+      try {
+        await prisma.workspace_documents.delete({
+          where: { id: document.id, workspaceId: workspace.id },
+        });
+      } catch (error) {
+        console.error(error.message);
       }
-      await db.exec("COMMIT");
-    } catch {
-      await db.exec("ROLLBACK");
     }
 
-    stmt.finalize();
-    db.close();
     await Telemetry.sendTelemetry("documents_removed_in_workspace", {
       LLMSelection: process.env.LLM_PROVIDER || "openai",
       VectorDbSelection: process.env.VECTOR_DB || "pinecone",
diff --git a/server/models/invite.js b/server/models/invite.js
index a65e7cd3f..ff9ae8687 100644
--- a/server/models/invite.js
+++ b/server/models/invite.js
@@ -1,192 +1,122 @@
-const { escape } = require("sqlstring-sqlite");
+const prisma = require("../utils/prisma");
 
 const Invite = {
-  tablename: "invites",
-  writable: [],
-  colsInit: `
-  id INTEGER PRIMARY KEY AUTOINCREMENT,
-  code TEXT UNIQUE NOT NULL,
-  status TEXT NOT NULL DEFAULT "pending",
-  claimedBy INTEGER DEFAULT NULL,
-  createdAt TEXT DEFAULT CURRENT_TIMESTAMP,
-  createdBy INTEGER NOT NULL,
-  lastUpdatedAt TEXT DEFAULT CURRENT_TIMESTAMP
-  `,
-  migrateTable: async function () {
-    const { checkForMigrations } = require("../utils/database");
-    console.log(`\x1b[34m[MIGRATING]\x1b[0m Checking for Invites migrations`);
-    const db = await this.db(false);
-    await checkForMigrations(this, db);
-  },
-  migrations: function () {
-    return [];
-  },
   makeCode: () => {
     const uuidAPIKey = require("uuid-apikey");
     return uuidAPIKey.create().apiKey;
   },
-  db: async function (tracing = true) {
-    const sqlite3 = require("sqlite3").verbose();
-    const { open } = require("sqlite");
 
-    const db = await open({
-      filename: `${
-        !!process.env.STORAGE_DIR ? `${process.env.STORAGE_DIR}/` : "storage/"
-      }anythingllm.db`,
-      driver: sqlite3.Database,
-    });
-
-    await db.exec(
-      `PRAGMA foreign_keys = ON;CREATE TABLE IF NOT EXISTS ${this.tablename} (${this.colsInit})`
-    );
-
-    if (tracing) db.on("trace", (sql) => console.log(sql));
-    return db;
-  },
   create: async function (createdByUserId = 0) {
-    const db = await this.db();
-    const { id, success, message } = await db
-      .run(`INSERT INTO ${this.tablename} (code, createdBy) VALUES(?, ?)`, [
-        this.makeCode(),
-        createdByUserId,
-      ])
-      .then((res) => {
-        return { id: res.lastID, success: true, message: null };
-      })
-      .catch((error) => {
-        return { id: null, success: false, message: error.message };
+    try {
+      const invite = await prisma.invites.create({
+        data: {
+          code: this.makeCode(),
+          createdBy: createdByUserId,
+        },
       });
-
-    if (!success) {
-      db.close();
-      console.error("FAILED TO CREATE USER.", message);
-      return { invite: null, error: message };
+      return { invite, error: null };
+    } catch (error) {
+      console.error("FAILED TO CREATE INVITE.", error.message);
+      return { invite: null, error: error.message };
     }
-
-    const invite = await db.get(
-      `SELECT * FROM ${this.tablename} WHERE id = ${id} `
-    );
-    db.close();
-
-    return { invite, error: null };
   },
+
   deactivate: async function (inviteId = null) {
-    const invite = await this.get(`id = ${escape(inviteId)}`);
-    if (!invite) return { success: false, error: "Invite does not exist." };
-    if (invite.status !== "pending")
-      return { success: false, error: "Invite is not in pending status." };
-
-    const db = await this.db();
-    const { success, message } = await db
-      .run(`UPDATE ${this.tablename} SET status=? WHERE id=?`, [
-        "disabled",
-        inviteId,
-      ])
-      .then(() => {
-        return { success: true, message: null };
-      })
-      .catch((error) => {
-        return { success: false, message: error.message };
+    try {
+      const invite = await prisma.invites.update({
+        where: { id: Number(inviteId) },
+        data: { status: "disabled" },
       });
-
-    db.close();
-    if (!success) {
-      console.error(message);
-      return { success: false, error: message };
+      return { success: true, error: null };
+    } catch (error) {
+      console.error(error.message);
+      return { success: false, error: error.message };
     }
-
-    return { success: true, error: null };
   },
+
   markClaimed: async function (inviteId = null, user) {
-    const invite = await this.get(`id = ${escape(inviteId)}`);
-    if (!invite) return { success: false, error: "Invite does not exist." };
-    if (invite.status !== "pending")
-      return { success: false, error: "Invite is not in pending status." };
-
-    const db = await this.db();
-    const { success, message } = await db
-      .run(`UPDATE ${this.tablename} SET status=?,claimedBy=? WHERE id=?`, [
-        "claimed",
-        user.id,
-        inviteId,
-      ])
-      .then(() => {
-        return { success: true, message: null };
-      })
-      .catch((error) => {
-        return { success: false, message: error.message };
+    try {
+      const invite = await prisma.invites.update({
+        where: { id: Number(inviteId) },
+        data: { status: "claimed", claimedBy: user.id },
       });
-
-    db.close();
-    if (!success) {
-      console.error(message);
-      return { success: false, error: message };
+      return { success: true, error: null };
+    } catch (error) {
+      console.error(error.message);
+      return { success: false, error: error.message };
     }
+  },
 
-    return { success: true, error: null };
+  get: async function (clause = {}) {
+    try {
+      const invite = await prisma.invites.findFirst({ where: clause });
+      return invite || null;
+    } catch (error) {
+      console.error(error.message);
+      return null;
+    }
   },
-  get: async function (clause = "") {
-    const db = await this.db();
-    const result = await db
-      .get(
-        `SELECT * FROM ${this.tablename} ${clause ? `WHERE ${clause}` : clause}`
-      )
-      .then((res) => res || null);
-    if (!result) return null;
-    db.close();
-    return { ...result };
-  },
-  count: async function (clause = null) {
-    const db = await this.db();
-    const { count } = await db.get(
-      `SELECT COUNT(*) as count FROM ${this.tablename} ${
-        clause ? `WHERE ${clause}` : ""
-      } `
-    );
-    db.close();
 
-    return count;
+  count: async function (clause = {}) {
+    try {
+      const count = await prisma.invites.count({ where: clause });
+      return count;
+    } catch (error) {
+      console.error(error.message);
+      return 0;
+    }
   },
-  delete: async function (clause = "") {
-    const db = await this.db();
-    await db.get(`DELETE FROM ${this.tablename} WHERE ${clause}`);
-    db.close();
 
-    return true;
+  delete: async function (clause = {}) {
+    try {
+      await prisma.invites.deleteMany({ where: clause });
+      return true;
+    } catch (error) {
+      console.error(error.message);
+      return false;
+    }
   },
-  where: async function (clause = "", limit = null) {
-    const db = await this.db();
-    const results = await db.all(
-      `SELECT * FROM ${this.tablename} ${clause ? `WHERE ${clause}` : ""} ${
-        !!limit ? `LIMIT ${limit}` : ""
-      }`
-    );
-    db.close();
 
-    return results;
+  where: async function (clause = {}, limit) {
+    try {
+      const invites = await prisma.invites.findMany({
+        where: clause,
+        take: limit || undefined,
+      });
+      return invites;
+    } catch (error) {
+      console.error(error.message);
+      return [];
+    }
   },
-  whereWithUsers: async function (clause = "", limit = null) {
+
+  whereWithUsers: async function (clause = {}, limit) {
     const { User } = require("./user");
-    const results = await this.where(clause, limit);
-    for (const invite of results) {
-      if (!!invite.claimedBy) {
-        const acceptedUser = await User.get(`id = ${invite.claimedBy}`);
-        invite.claimedBy = {
-          id: acceptedUser?.id,
-          username: acceptedUser?.username,
-        };
-      }
+    try {
+      const invites = await this.where(clause, limit);
+      for (const invite of invites) {
+        if (invite.claimedBy) {
+          const acceptedUser = await User.get({ id: invite.claimedBy });
+          invite.claimedBy = {
+            id: acceptedUser?.id,
+            username: acceptedUser?.username,
+          };
+        }
 
-      if (!!invite.createdBy) {
-        const createdUser = await User.get(`id = ${invite.createdBy}`);
-        invite.createdBy = {
-          id: createdUser?.id,
-          username: createdUser?.username,
-        };
+        if (invite.createdBy) {
+          const createdUser = await User.get({ id: invite.createdBy });
+          invite.createdBy = {
+            id: createdUser?.id,
+            username: createdUser?.username,
+          };
+        }
       }
+      return invites;
+    } catch (error) {
+      console.error(error.message);
+      return [];
     }
-    return results;
   },
 };
 
-module.exports.Invite = Invite;
+module.exports = { Invite };
diff --git a/server/models/systemSettings.js b/server/models/systemSettings.js
index 9271fe3cf..f552bd45c 100644
--- a/server/models/systemSettings.js
+++ b/server/models/systemSettings.js
@@ -2,6 +2,8 @@ process.env.NODE_ENV === "development"
   ? require("dotenv").config({ path: `.env.${process.env.NODE_ENV}` })
   : require("dotenv").config();
 
+const prisma = require("../utils/prisma");
+
 const SystemSettings = {
   supportedFields: [
     "multi_user_mode",
@@ -11,44 +13,6 @@ const SystemSettings = {
     "logo_filename",
     "telemetry_id",
   ],
-  privateField: [],
-  tablename: "system_settings",
-  colsInit: `
-  id INTEGER PRIMARY KEY AUTOINCREMENT,
-  label TEXT UNIQUE NOT NULL,
-  value TEXT,
-  createdAt TEXT DEFAULT CURRENT_TIMESTAMP,
-  lastUpdatedAt TEXT DEFAULT CURRENT_TIMESTAMP
-  `,
-  migrateTable: async function () {
-    const { checkForMigrations } = require("../utils/database");
-    console.log(
-      `\x1b[34m[MIGRATING]\x1b[0m Checking for System Setting migrations`
-    );
-    const db = await this.db(false);
-    await checkForMigrations(this, db);
-  },
-  migrations: function () {
-    return [];
-  },
-  db: async function (tracing = true) {
-    const sqlite3 = require("sqlite3").verbose();
-    const { open } = require("sqlite");
-
-    const db = await open({
-      filename: `${
-        !!process.env.STORAGE_DIR ? `${process.env.STORAGE_DIR}/` : "storage/"
-      }anythingllm.db`,
-      driver: sqlite3.Database,
-    });
-
-    await db.exec(
-      `PRAGMA foreign_keys = ON;CREATE TABLE IF NOT EXISTS ${this.tablename} (${this.colsInit})`
-    );
-
-    if (tracing) db.on("trace", (sql) => console.log(sql));
-    return db;
-  },
   currentSettings: async function () {
     const llmProvider = process.env.LLM_PROVIDER || "openai";
     const vectorDB = process.env.VECTOR_DB || "pinecone";
@@ -102,89 +66,83 @@ const SystemSettings = {
         : {}),
     };
   },
-  get: async function (clause = "") {
-    const db = await this.db();
-    const result = await db
-      .get(`SELECT * FROM ${this.tablename} WHERE ${clause}`)
-      .then((res) => res || null);
-    if (!result) return null;
-    db.close();
 
-    return result;
-  },
-  where: async function (clause = null, limit = null) {
-    const db = await this.db();
-    const results = await db.all(
-      `SELECT * FROM ${this.tablename} ${clause ? `WHERE ${clause}` : ""} ${
-        !!limit ? `LIMIT ${limit}` : ""
-      }`
-    );
-    db.close();
-
-    return results;
-  },
-  updateSettings: async function (updates = {}) {
-    const validConfigKeys = Object.keys(updates).filter((key) =>
-      this.supportedFields.includes(key)
-    );
-    for (const key of validConfigKeys) {
-      const existingRecord = await this.get(`label = '${key}'`);
-      if (!existingRecord) {
-        const db = await this.db();
-        const value = updates[key] === null ? null : String(updates[key]);
-        const { success, message } = await db
-          .run(`INSERT INTO ${this.tablename} (label, value) VALUES (?, ?)`, [
-            key,
-            value,
-          ])
-          .then((res) => {
-            return { id: res.lastID, success: true, message: null };
-          })
-          .catch((error) => {
-            return { id: null, success: false, message: error.message };
-          });
-        db.close();
-        if (!success) {
-          console.error("FAILED TO ADD SYSTEM CONFIG OPTION", message);
-          return { success: false, error: message };
-        }
-      } else {
-        const db = await this.db();
-        const value = updates[key] === null ? null : String(updates[key]);
-        const { success, message } = await db
-          .run(`UPDATE ${this.tablename} SET label=?,value=? WHERE id = ?`, [
-            key,
-            value,
-            existingRecord.id,
-          ])
-          .then(() => {
-            return { success: true, message: null };
-          })
-          .catch((error) => {
-            return { success: false, message: error.message };
-          });
-
-        db.close();
-        if (!success) {
-          console.error("FAILED TO UPDATE SYSTEM CONFIG OPTION", message);
-          return { success: false, error: message };
-        }
-      }
+  get: async function (clause = {}) {
+    try {
+      const setting = await prisma.system_settings.findFirst({ where: clause });
+      return setting || null;
+    } catch (error) {
+      console.error(error.message);
+      return null;
     }
-    return { success: true, error: null };
   },
+
+  where: async function (clause = {}, limit) {
+    try {
+      const settings = await prisma.system_settings.findMany({
+        where: clause,
+        take: limit || undefined,
+      });
+      return settings;
+    } catch (error) {
+      console.error(error.message);
+      return [];
+    }
+  },
+
+  updateSettings: async function (updates = {}) {
+    try {
+      const updatePromises = Object.keys(updates)
+        .filter((key) => this.supportedFields.includes(key))
+        .map((key) => {
+          return prisma.system_settings.upsert({
+            where: { label: key },
+            update: {
+              value: updates[key] === null ? null : String(updates[key]),
+            },
+            create: {
+              label: key,
+              value: updates[key] === null ? null : String(updates[key]),
+            },
+          });
+        });
+
+      await Promise.all(updatePromises);
+      return { success: true, error: null };
+    } catch (error) {
+      console.error("FAILED TO UPDATE SYSTEM SETTINGS", error.message);
+      return { success: false, error: error.message };
+    }
+  },
+
   isMultiUserMode: async function () {
-    return (await this.get(`label = 'multi_user_mode'`))?.value === "true";
+    try {
+      const setting = await this.get({ label: "multi_user_mode" });
+      return setting?.value === "true";
+    } catch (error) {
+      console.error(error.message);
+      return false;
+    }
   },
+
   currentLogoFilename: async function () {
-    const result = await this.get(`label = 'logo_filename'`);
-    return result ? result.value : null;
+    try {
+      const setting = await this.get({ label: "logo_filename" });
+      return setting?.value || null;
+    } catch (error) {
+      console.error(error.message);
+      return null;
+    }
   },
+
   canDeleteWorkspaces: async function () {
-    return (
-      (await this.get(`label = 'users_can_delete_workspaces'`))?.value ===
-      "true"
-    );
+    try {
+      const setting = await this.get({ label: "users_can_delete_workspaces" });
+      return setting?.value === "true";
+    } catch (error) {
+      console.error(error.message);
+      return false;
+    }
   },
 };
 
diff --git a/server/models/telemetry.js b/server/models/telemetry.js
index 793ce44a4..19c47f7ac 100644
--- a/server/models/telemetry.js
+++ b/server/models/telemetry.js
@@ -6,26 +6,28 @@ const Telemetry = {
   pubkey: "phc_9qu7QLpV8L84P3vFmEiZxL020t2EqIubP7HHHxrSsqS",
   stubDevelopmentEvents: true, // [DO NOT TOUCH] Core team only.
   label: "telemetry_id",
+
   id: async function () {
-    const result = await SystemSettings.get(`label = '${this.label}'`);
-    if (!!result?.value) return result.value;
-    return result?.value;
+    const result = await SystemSettings.get({ label: this.label });
+    return result?.value || null;
   },
+
   connect: async function () {
     const client = this.client();
     const distinctId = await this.findOrCreateId();
     return { client, distinctId };
   },
+
   isDev: function () {
-    if (process.env.NODE_ENV === "development")
-      return this.stubDevelopmentEvents;
-    return false;
+    return process.env.NODE_ENV === "development" && this.stubDevelopmentEvents;
   },
+
   client: function () {
     if (process.env.DISABLE_TELEMETRY === "true" || this.isDev()) return null;
     const { PostHog } = require("posthog-node");
     return new PostHog(this.pubkey);
   },
+
   sendTelemetry: async function (event, properties = {}) {
     try {
       const { client, distinctId } = await this.connect();
@@ -43,22 +45,25 @@ const Telemetry = {
       return;
     }
   },
+
   flush: async function () {
-    const { client } = this.client();
+    const client = this.client();
     if (!client) return;
     await client.shutdownAsync();
-    return;
   },
+
   setUid: async function () {
     const newId = v4();
     await SystemSettings.updateSettings({ [this.label]: newId });
     return newId;
   },
+
   findOrCreateId: async function () {
-    const currentId = await this.id();
-    if (!!currentId) return currentId;
-    const newId = await this.setUid();
-    return newId;
+    let currentId = await this.id();
+    if (currentId) return currentId;
+
+    currentId = await this.setUid();
+    return currentId;
   },
 };
 
diff --git a/server/models/user.js b/server/models/user.js
index 502037700..3bf7e07a1 100644
--- a/server/models/user.js
+++ b/server/models/user.js
@@ -1,171 +1,78 @@
-const { escape } = require("sqlstring-sqlite");
+const prisma = require("../utils/prisma");
+const bcrypt = require("bcrypt");
 
 const User = {
-  tablename: "users",
-  writable: [],
-  colsInit: `
-  id INTEGER PRIMARY KEY AUTOINCREMENT,
-  username TEXT UNIQUE,
-  password TEXT NOT NULL,
-  role TEXT NOT NULL DEFAULT "default",
-  suspended INTEGER NOT NULL DEFAULT 0,
-  createdAt TEXT DEFAULT CURRENT_TIMESTAMP,
-  lastUpdatedAt TEXT DEFAULT CURRENT_TIMESTAMP
-  `,
-  migrateTable: async function () {
-    const { checkForMigrations } = require("../utils/database");
-    console.log(`\x1b[34m[MIGRATING]\x1b[0m Checking for User migrations`);
-    const db = await this.db(false);
-    await checkForMigrations(this, db);
-  },
-  migrations: function () {
-    return [];
-  },
-  db: async function (tracing = true) {
-    const sqlite3 = require("sqlite3").verbose();
-    const { open } = require("sqlite");
-
-    const db = await open({
-      filename: `${
-        !!process.env.STORAGE_DIR ? `${process.env.STORAGE_DIR}/` : "storage/"
-      }anythingllm.db`,
-      driver: sqlite3.Database,
-    });
-
-    await db.exec(
-      `PRAGMA foreign_keys = ON;CREATE TABLE IF NOT EXISTS ${this.tablename} (${this.colsInit})`
-    );
-
-    if (tracing) db.on("trace", (sql) => console.log(sql));
-    return db;
-  },
-  create: async function ({ username, password, role = null }) {
-    const bcrypt = require("bcrypt");
-    const db = await this.db();
-    const { id, success, message } = await db
-      .run(
-        `INSERT INTO ${this.tablename} (username, password, role) VALUES(?, ?, ?)`,
-        [username, bcrypt.hashSync(password, 10), role ?? "default"]
-      )
-      .then((res) => {
-        return { id: res.lastID, success: true, message: null };
-      })
-      .catch((error) => {
-        return { id: null, success: false, message: error.message };
+  create: async function ({ username, password, role = "default" }) {
+    try {
+      const hashedPassword = bcrypt.hashSync(password, 10);
+      const user = await prisma.users.create({
+        data: {
+          username,
+          password: hashedPassword,
+          role,
+        },
       });
-
-    if (!success) {
-      db.close();
-      console.error("FAILED TO CREATE USER.", message);
-      return { user: null, error: message };
+      return { user, error: null };
+    } catch (error) {
+      console.error("FAILED TO CREATE USER.", error.message);
+      return { user: null, error: error.message };
     }
-
-    const user = await db.get(
-      `SELECT * FROM ${this.tablename} WHERE id = ${id} `
-    );
-    db.close();
-
-    return { user, error: null };
   },
+
   update: async function (userId, updates = {}) {
-    const user = await this.get(`id = ${escape(userId)}`);
-    if (!user) return { success: false, error: "User does not exist." };
-    const { username, password, role, suspended = 0 } = updates;
-    const toUpdate = { suspended };
-
-    if (user.username !== username && username?.length > 0) {
-      const usedUsername = !!(await this.get(`username = ${escape(username)}`));
-      if (usedUsername)
-        return { success: false, error: `${username} is already in use.` };
-      toUpdate.username = username;
+    try {
+      const updatedUser = await prisma.users.update({
+        where: { id: parseInt(userId) },
+        data: updates,
+      });
+      return { success: true, error: null };
+    } catch (error) {
+      console.error(error.message);
+      return { success: false, error: error.message };
     }
+  },
 
-    if (!!password) {
-      const bcrypt = require("bcrypt");
-      toUpdate.password = bcrypt.hashSync(password, 10);
+  get: async function (clause = {}) {
+    try {
+      const user = await prisma.users.findFirst({ where: clause });
+      return user ? { ...user } : null;
+    } catch (error) {
+      console.error(error.message);
+      return null;
     }
+  },
 
-    if (user.role !== role && ["admin", "default"].includes(role)) {
-      // If was existing admin and that has been changed
-      // make sure at least one admin exists
-      if (user.role === "admin") {
-        const validAdminCount = (await this.count(`role = 'admin'`)) > 1;
-        if (!validAdminCount)
-          return {
-            success: false,
-            error: `There would be no admins if this action was completed. There must be at least one admin.`,
-          };
-      }
-
-      toUpdate.role = role;
+  count: async function (clause = {}) {
+    try {
+      const count = await prisma.users.count({ where: clause });
+      return count;
+    } catch (error) {
+      console.error(error.message);
+      return 0;
     }
+  },
 
-    if (Object.keys(toUpdate).length !== 0) {
-      const values = Object.values(toUpdate);
-      const template = `UPDATE ${this.tablename} SET ${Object.keys(
-        toUpdate
-      ).map((key) => {
-        return `${key}=?`;
-      })} WHERE id = ?`;
-
-      const db = await this.db();
-      const { success, message } = await db
-        .run(template, [...values, userId])
-        .then(() => {
-          return { success: true, message: null };
-        })
-        .catch((error) => {
-          return { success: false, message: error.message };
-        });
-
-      db.close();
-      if (!success) {
-        console.error(message);
-        return { success: false, error: message };
-      }
+  delete: async function (clause = {}) {
+    try {
+      await prisma.users.delete({ where: clause });
+      return true;
+    } catch (error) {
+      console.error(error.message);
+      return false;
     }
-
-    return { success: true, error: null };
   },
-  get: async function (clause = "") {
-    const db = await this.db();
-    const result = await db
-      .get(
-        `SELECT * FROM ${this.tablename} ${clause ? `WHERE ${clause}` : clause}`
-      )
-      .then((res) => res || null);
-    if (!result) return null;
-    db.close();
-    return { ...result };
-  },
-  count: async function (clause = null) {
-    const db = await this.db();
-    const { count } = await db.get(
-      `SELECT COUNT(*) as count FROM ${this.tablename} ${
-        clause ? `WHERE ${clause}` : ""
-      } `
-    );
-    db.close();
 
-    return count;
-  },
-  delete: async function (clause = "") {
-    const db = await this.db();
-    await db.get(`DELETE FROM ${this.tablename} WHERE ${clause}`);
-    db.close();
-
-    return true;
-  },
-  where: async function (clause = "", limit = null) {
-    const db = await this.db();
-    const results = await db.all(
-      `SELECT * FROM ${this.tablename} ${clause ? `WHERE ${clause}` : ""} ${
-        !!limit ? `LIMIT ${limit}` : ""
-      }`
-    );
-    db.close();
-
-    return results;
+  where: async function (clause = {}, limit = null) {
+    try {
+      const users = await prisma.users.findMany({
+        where: clause,
+        ...(limit !== null ? { take: limit } : {}),
+      });
+      return users;
+    } catch (error) {
+      console.error(error.message);
+      return [];
+    }
   },
 };
 
diff --git a/server/models/vectors.js b/server/models/vectors.js
index d91512a15..f6b79964a 100644
--- a/server/models/vectors.js
+++ b/server/models/vectors.js
@@ -1,103 +1,68 @@
-const { checkForMigrations } = require("../utils/database");
+const prisma = require("../utils/prisma");
 const { Document } = require("./documents");
 
-// TODO: Do we want to store entire vectorized chunks in here
-// so that we can easily spin up temp-namespace clones for threading
 const DocumentVectors = {
-  tablename: "document_vectors",
-  colsInit: `
-  id INTEGER PRIMARY KEY AUTOINCREMENT,
-  docId TEXT NOT NULL,
-  vectorId TEXT NOT NULL,
-  createdAt TEXT DEFAULT CURRENT_TIMESTAMP,
-  lastUpdatedAt TEXT DEFAULT CURRENT_TIMESTAMP
-  `,
-  migrateTable: async function () {
-    console.log(
-      `\x1b[34m[MIGRATING]\x1b[0m Checking for DocumentVector migrations`
-    );
-    const db = await this.db(false);
-    await checkForMigrations(this, db);
-  },
-  migrations: function () {
-    return [];
-  },
-  db: async function (tracing = true) {
-    const sqlite3 = require("sqlite3").verbose();
-    const { open } = require("sqlite");
-
-    const db = await open({
-      filename: `${
-        !!process.env.STORAGE_DIR ? `${process.env.STORAGE_DIR}/` : "storage/"
-      }anythingllm.db`,
-      driver: sqlite3.Database,
-    });
-
-    await db.exec(
-      `PRAGMA foreign_keys = ON;CREATE TABLE IF NOT EXISTS ${this.tablename} (${this.colsInit})`
-    );
-
-    if (tracing) db.on("trace", (sql) => console.log(sql));
-    return db;
-  },
   bulkInsert: async function (vectorRecords = []) {
     if (vectorRecords.length === 0) return;
 
-    const db = await this.db();
-
-    // Build a single query string with multiple placeholders for the INSERT operation
-    const placeholders = vectorRecords.map(() => "(?, ?)").join(", ");
-
-    const stmt = await db.prepare(
-      `INSERT INTO ${this.tablename} (docId, vectorId) VALUES ${placeholders}`
-    );
-
-    // Flatten the vectorRecords array to match the order of placeholders
-    const values = vectorRecords.reduce(
-      (arr, record) => arr.concat([record.docId, record.vectorId]),
-      []
-    );
-
-    await db.exec("BEGIN TRANSACTION");
     try {
-      await stmt.run(values);
-      await db.exec("COMMIT");
-    } catch {
-      await db.exec("ROLLBACK");
+      const inserts = [];
+      vectorRecords.forEach((record) => {
+        inserts.push(
+          prisma.document_vectors.create({
+            data: {
+              docId: record.docId,
+              vectorId: record.vectorId,
+            },
+          })
+        );
+      });
+      await prisma.$transaction(inserts);
+      return { documentsInserted: inserts.length };
+    } catch (error) {
+      console.error("Bulk insert failed", error);
+      return { documentsInserted: 0 };
     }
-
-    stmt.finalize();
-    db.close();
-
-    return { documentsInserted: vectorRecords.length };
   },
+
   deleteForWorkspace: async function (workspaceId) {
     const documents = await Document.forWorkspace(workspaceId);
     const docIds = [...new Set(documents.map((doc) => doc.docId))];
-    const ids = (
-      await this.where(`docId IN (${docIds.map((id) => `'${id}'`).join(",")})`)
-    ).map((doc) => doc.id);
-    await this.deleteIds(ids);
-    return true;
-  },
-  where: async function (clause = "", limit = null) {
-    const db = await this.db();
-    const results = await db.all(
-      `SELECT * FROM ${this.tablename} ${clause ? `WHERE ${clause}` : ""} ${
-        !!limit ? `LIMIT ${limit}` : ""
-      }`
-    );
 
-    db.close();
-    return results;
+    try {
+      await prisma.document_vectors.deleteMany({
+        where: { docId: { in: docIds } },
+      });
+      return true;
+    } catch (error) {
+      console.error("Delete for workspace failed", error);
+      return false;
+    }
   },
+
+  where: async function (clause = {}, limit) {
+    try {
+      const results = await prisma.document_vectors.findMany({
+        where: clause,
+        take: limit || undefined,
+      });
+      return results;
+    } catch (error) {
+      console.error("Where query failed", error);
+      return [];
+    }
+  },
+
   deleteIds: async function (ids = []) {
-    const db = await this.db();
-    await db.get(
-      `DELETE FROM ${this.tablename} WHERE id IN (${ids.join(", ")}) `
-    );
-    db.close();
-    return true;
+    try {
+      await prisma.document_vectors.deleteMany({
+        where: { id: { in: ids } },
+      });
+      return true;
+    } catch (error) {
+      console.error("Delete IDs failed", error);
+      return false;
+    }
   },
 };
 
diff --git a/server/models/welcomeMessages.js b/server/models/welcomeMessages.js
index 437dd97ce..43e2d3f96 100644
--- a/server/models/welcomeMessages.js
+++ b/server/models/welcomeMessages.js
@@ -1,88 +1,61 @@
+const prisma = require("../utils/prisma");
+
 const WelcomeMessages = {
-  tablename: "welcome_messages",
-  colsInit: `
-  id INTEGER PRIMARY KEY AUTOINCREMENT,
-  user TEXT NOT NULL,
-  response TEXT NOT NULL,
-  orderIndex INTEGER,
-  createdAt TEXT DEFAULT CURRENT_TIMESTAMP
-  `,
-
-  migrateTable: async function () {
-    const { checkForMigrations } = require("../utils/database");
-    console.log(
-      `\x1b[34m[MIGRATING]\x1b[0m Checking for Welcome Messages migrations`
-    );
-    const db = await this.db(false);
-    await checkForMigrations(this, db);
-    db.close();
-  },
-
-  migrations: function () {
-    return [];
-  },
-
-  db: async function (tracing = true) {
-    const sqlite3 = require("sqlite3").verbose();
-    const { open } = require("sqlite");
-
-    const db = await open({
-      filename: `${
-        !!process.env.STORAGE_DIR ? `${process.env.STORAGE_DIR}/` : "storage/"
-      }anythingllm.db`,
-      driver: sqlite3.Database,
-    });
-
-    await db.exec(
-      `PRAGMA foreign_keys = ON;CREATE TABLE IF NOT EXISTS ${this.tablename} (${this.colsInit})`
-    );
-
-    if (tracing) {
-      db.on("trace", (sql) => console.log(sql));
+  get: async function (clause = {}) {
+    try {
+      const message = await prisma.welcome_messages.findFirst({
+        where: clause,
+      });
+      return message || null;
+    } catch (error) {
+      console.error(error.message);
+      return null;
     }
-
-    return db;
   },
 
-  get: async function (clause = "") {
-    const db = await this.db();
-    const result = await db
-      .get(`SELECT * FROM ${this.tablename} WHERE ${clause}`)
-      .then((res) => res || null);
-    db.close();
-    return result;
-  },
-
-  where: async function (clause = null, limit = null) {
-    const db = await this.db();
-    const results = await db.all(
-      `SELECT * FROM ${this.tablename} ${clause ? `WHERE ${clause}` : ""} ${
-        !!limit ? `LIMIT ${limit}` : ""
-      }`
-    );
-    db.close();
-    return results;
+  where: async function (clause = {}, limit) {
+    try {
+      const messages = await prisma.welcome_messages.findMany({
+        where: clause,
+        take: limit || undefined,
+      });
+      return messages;
+    } catch (error) {
+      console.error(error.message);
+      return [];
+    }
   },
 
   saveAll: async function (messages) {
-    const db = await this.db();
-    await db.run(`DELETE FROM ${this.tablename}`);
-    for (const [index, message] of messages.entries()) {
-      await db.run(
-        `INSERT INTO ${this.tablename} (user, response, orderIndex) VALUES (?, ?, ?)`,
-        [message.user, message.response, index]
-      );
+    try {
+      await prisma.welcome_messages.deleteMany({}); // Delete all existing messages
+
+      // Create new messages
+      for (const [index, message] of messages.entries()) {
+        await prisma.welcome_messages.create({
+          data: {
+            user: message.user,
+            response: message.response,
+            orderIndex: index,
+          },
+        });
+      }
+    } catch (error) {
+      console.error("Failed to save all messages", error.message);
     }
-    db.close();
   },
 
   getMessages: async function () {
-    const db = await this.db();
-    const results = await db.all(
-      `SELECT user, response FROM ${this.tablename} ORDER BY orderIndex ASC`
-    );
-    db.close();
-    return results;
+    try {
+      const messages = await prisma.welcome_messages.findMany({
+        orderBy: { orderIndex: "asc" },
+        select: { user: true, response: true },
+      });
+      return messages;
+    } catch (error) {
+      console.error("Failed to get all messages", error.message);
+      return [];
+    }
   },
 };
 
diff --git a/server/models/workspace.js b/server/models/workspace.js
index ac0361d42..b11283e70 100644
--- a/server/models/workspace.js
+++ b/server/models/workspace.js
@@ -1,11 +1,9 @@
+const prisma = require("../utils/prisma");
 const slugify = require("slugify");
 const { Document } = require("./documents");
-const { checkForMigrations } = require("../utils/database");
 const { WorkspaceUser } = require("./workspaceUsers");
-const { escape } = require("sqlstring-sqlite");
 
 const Workspace = {
-  tablename: "workspaces",
   writable: [
     // Used for generic updates so we can validate keys in request body
     "name",
@@ -16,223 +14,180 @@ const Workspace = {
     "lastUpdatedAt",
     "openAiPrompt",
   ],
-  colsInit: `
-  id INTEGER PRIMARY KEY AUTOINCREMENT,
-  name TEXT NOT NULL,
-  slug TEXT NOT NULL UNIQUE,
-  vectorTag TEXT DEFAULT NULL,
-  createdAt TEXT DEFAULT CURRENT_TIMESTAMP,
-  openAiTemp REAL DEFAULT NULL,
-  openAiHistory INTEGER DEFAULT 20,
-  lastUpdatedAt TEXT DEFAULT CURRENT_TIMESTAMP,
-  openAiPrompt TEXT DEFAULT NULL
-  `,
-  migrateTable: async function () {
-    console.log(`\x1b[34m[MIGRATING]\x1b[0m Checking for Workspace migrations`);
-    const db = await this.db(false);
-    await checkForMigrations(this, db);
-  },
-  migrations: function () {
-    return [
-      {
-        colName: "openAiTemp",
-        execCmd: `ALTER TABLE ${this.tablename} ADD COLUMN openAiTemp REAL DEFAULT NULL`,
-        doif: false,
-      },
-      {
-        colName: "openAiPrompt",
-        execCmd: `ALTER TABLE ${this.tablename} ADD COLUMN openAiPrompt TEXT DEFAULT NULL`,
-        doif: false,
-      },
-      {
-        colName: "id",
-        execCmd: `CREATE TRIGGER IF NOT EXISTS Trg_LastUpdated AFTER UPDATE ON ${this.tablename}
-                                 FOR EACH ROW
-                                 BEGIN
-                                  UPDATE ${this.tablename} SET lastUpdatedAt = CURRENT_TIMESTAMP WHERE id = old.id;
-                                 END`,
-        doif: true,
-      },
-      {
-        colName: "openAiHistory",
-        execCmd: `ALTER TABLE ${this.tablename} ADD COLUMN openAiHistory INTEGER DEFAULT 20`,
-        doif: false,
-      },
-    ];
-  },
-  db: async function (tracing = true) {
-    const sqlite3 = require("sqlite3").verbose();
-    const { open } = require("sqlite");
 
-    const db = await open({
-      filename: `${
-        !!process.env.STORAGE_DIR ? `${process.env.STORAGE_DIR}/` : "storage/"
-      }anythingllm.db`,
-      driver: sqlite3.Database,
-    });
-
-    await db.exec(
-      `PRAGMA foreign_keys = ON;CREATE TABLE IF NOT EXISTS ${this.tablename} (${this.colsInit})`
-    );
-
-    if (tracing) db.on("trace", (sql) => console.log(sql));
-    return db;
-  },
   new: async function (name = null, creatorId = null) {
     if (!name) return { result: null, message: "name cannot be null" };
     var slug = slugify(name, { lower: true });
 
-    const existingBySlug = await this.get(`slug = ${escape(slug)}`);
+    const existingBySlug = await this.get({ slug });
     if (existingBySlug !== null) {
       const slugSeed = Math.floor(10000000 + Math.random() * 90000000);
       slug = slugify(`${name}-${slugSeed}`, { lower: true });
     }
 
-    const db = await this.db();
-    const { id, success, message } = await db
-      .run(`INSERT INTO ${this.tablename} (name, slug) VALUES (?, ?)`, [
-        name,
-        slug,
-      ])
-      .then((res) => {
-        return { id: res.lastID, success: true, message: null };
-      })
-      .catch((error) => {
-        return { id: null, success: false, message: error.message };
+    try {
+      const workspace = await prisma.workspaces.create({
+        data: { name, slug },
       });
 
-    if (!success) {
-      db.close();
-      return { workspace: null, message };
+      // If created with a user then we need to create the relationship as well.
+      // If creating with an admin User it wont change anything because admins can
+      // view all workspaces anyway.
+      if (!!creatorId) await WorkspaceUser.create(creatorId, workspace.id);
+      return { workspace, message: null };
+    } catch (error) {
+      console.error(error.message);
+      return { workspace: null, message: error.message };
     }
-
-    const workspace = await db.get(
-      `SELECT * FROM ${this.tablename} WHERE id = ${id}`
-    );
-    db.close();
-
-    // If created with a user then we need to create the relationship as well.
-    // If creating with an admin User it wont change anything because admins can
-    // view all workspaces anyway.
-    if (!!creatorId) await WorkspaceUser.create(creatorId, workspace.id);
-    return { workspace, message: null };
   },
+
   update: async function (id = null, data = {}) {
     if (!id) throw new Error("No workspace id provided for update");
 
     const validKeys = Object.keys(data).filter((key) =>
       this.writable.includes(key)
     );
-    const values = Object.values(data);
-    if (validKeys.length === 0 || validKeys.length !== values.length)
+    if (validKeys.length === 0)
       return { workspace: { id }, message: "No valid fields to update!" };
 
-    const template = `UPDATE ${this.tablename} SET ${validKeys.map((key) => {
-      return `${key}=?`;
-    })} WHERE id = ?`;
-    const db = await this.db();
-    const { success, message } = await db
-      .run(template, [...values, id])
-      .then(() => {
-        return { success: true, message: null };
-      })
-      .catch((error) => {
-        return { success: false, message: error.message };
+    try {
+      const workspace = await prisma.workspaces.update({
+        where: { id },
+        data,
       });
-
-    db.close();
-    if (!success) {
-      return { workspace: null, message };
+      return { workspace, message: null };
+    } catch (error) {
+      console.error(error.message);
+      return { workspace: null, message: error.message };
     }
-
-    const updatedWorkspace = await this.get(`id = ${id}`);
-    return { workspace: updatedWorkspace, message: null };
   },
-  getWithUser: async function (user = null, clause = "") {
+
+  getWithUser: async function (user = null, clause = {}) {
     if (user.role === "admin") return this.get(clause);
 
-    const db = await this.db();
-    const result = await db
-      .get(
-        `SELECT * FROM ${this.tablename} as workspace 
-      LEFT JOIN workspace_users as ws_users 
-      ON ws_users.workspace_id = workspace.id 
-      WHERE ws_users.user_id = ${user?.id} AND ${clause}`
-      )
-      .then((res) => res || null);
-    if (!result) return null;
-    db.close();
+    try {
+      const workspace = await prisma.workspaces.findFirst({
+        where: {
+          ...clause,
+          workspace_users: {
+            some: {
+              user_id: user?.id,
+            },
+          },
+        },
+        include: {
+          workspace_users: true,
+          documents: true,
+        },
+      });
 
-    const workspace = { ...result, id: result.workspace_id };
-    const documents = await Document.forWorkspace(workspace.id);
-    return { ...workspace, documents };
-  },
-  get: async function (clause = "") {
-    const db = await this.db();
-    const result = await db
-      .get(`SELECT * FROM ${this.tablename} WHERE ${clause}`)
-      .then((res) => res || null);
-    if (!result) return null;
-    db.close();
+      if (!workspace) return null;
 
-    const documents = await Document.forWorkspace(result.id);
-    return { ...result, documents };
+      return {
+        ...workspace,
+        documents: await Document.forWorkspace(workspace.id),
+      };
+    } catch (error) {
+      console.error(error.message);
+      return null;
+    }
   },
-  delete: async function (clause = "") {
-    const db = await this.db();
-    await db.get(`DELETE FROM ${this.tablename} WHERE ${clause}`);
-    db.close();
 
-    return true;
-  },
-  where: async function (clause = "", limit = null, orderBy = null) {
-    const db = await this.db();
-    const results = await db.all(
-      `SELECT * FROM ${this.tablename} ${clause ? `WHERE ${clause}` : ""} ${
-        !!limit ? `LIMIT ${limit}` : ""
-      } ${!!orderBy ? orderBy : ""}`
-    );
-    db.close();
+  get: async function (clause = {}) {
+    try {
+      const workspace = await prisma.workspaces.findFirst({
+        where: clause,
+        include: {
+          documents: true,
+        },
+      });
 
-    return results;
+      return workspace || null;
+    } catch (error) {
+      console.error(error.message);
+      return null;
+    }
   },
+
+  delete: async function (clause = {}) {
+    try {
+      await prisma.workspaces.delete({
+        where: clause,
+      });
+      return true;
+    } catch (error) {
+      console.error(error.message);
+      return false;
+    }
+  },
+
+  where: async function (clause = {}, limit = null, orderBy = null) {
+    try {
+      const results = await prisma.workspaces.findMany({
+        where: clause,
+        ...(limit !== null ? { take: limit } : {}),
+        ...(orderBy !== null ? { orderBy } : {}),
+      });
+      return results;
+    } catch (error) {
+      console.error(error.message);
+      return [];
+    }
+  },
+
   whereWithUser: async function (
     user,
-    clause = null,
+    clause = {},
     limit = null,
     orderBy = null
   ) {
-    if (user.role === "admin") return await this.where(clause, limit);
-    const db = await this.db();
-    const results = await db.all(
-      `SELECT * FROM ${this.tablename} as workspace 
-      LEFT JOIN workspace_users as ws_users 
-      ON ws_users.workspace_id = workspace.id 
-      WHERE ws_users.user_id = ${user.id} ${clause ? `AND ${clause}` : ""} ${
-        !!limit ? `LIMIT ${limit}` : ""
-      } ${!!orderBy ? orderBy : ""}`
-    );
-    db.close();
-    const workspaces = results.map((ws) => {
-      return { ...ws, id: ws.workspace_id };
-    });
+    if (user.role === "admin") return await this.where(clause, limit, orderBy);
 
-    return workspaces;
-  },
-  whereWithUsers: async function (clause = "", limit = null, orderBy = null) {
-    const workspaces = await this.where(clause, limit, orderBy);
-    for (const workspace of workspaces) {
-      const userIds = (
-        await WorkspaceUser.where(`workspace_id = ${workspace.id}`)
-      ).map((rel) => rel.user_id);
-      workspace.userIds = userIds;
+    try {
+      const workspaces = await prisma.workspaces.findMany({
+        where: {
+          ...clause,
+          workspace_users: {
+            some: {
+              user_id: user.id,
+            },
+          },
+        },
+        ...(limit !== null ? { take: limit } : {}),
+        ...(orderBy !== null ? { orderBy } : {}),
+      });
+      return workspaces;
+    } catch (error) {
+      console.error(error.message);
+      return [];
     }
-    return workspaces;
   },
+
+  whereWithUsers: async function (clause = {}, limit = null, orderBy = null) {
+    try {
+      const workspaces = await this.where(clause, limit, orderBy);
+      for (const workspace of workspaces) {
+        const userIds = (
+          await WorkspaceUser.where({ workspace_id: Number(workspace.id) })
+        ).map((rel) => rel.user_id);
+        workspace.userIds = userIds;
+      }
+      return workspaces;
+    } catch (error) {
+      console.error(error.message);
+      return [];
+    }
+  },
+
   updateUsers: async function (workspaceId, userIds = []) {
-    await WorkspaceUser.delete(`workspace_id = ${workspaceId}`);
-    await WorkspaceUser.createManyUsers(userIds, workspaceId);
-    return { success: true, error: null };
+    try {
+      await WorkspaceUser.delete({ workspace_id: Number(workspaceId) });
+      await WorkspaceUser.createManyUsers(userIds, workspaceId);
+      return { success: true, error: null };
+    } catch (error) {
+      console.error(error.message);
+      return { success: false, error: error.message };
+    }
   },
 };
 
diff --git a/server/models/workspaceChats.js b/server/models/workspaceChats.js
index 027448bff..3f8e67962 100644
--- a/server/models/workspaceChats.js
+++ b/server/models/workspaceChats.js
@@ -1,170 +1,160 @@
-const { checkForMigrations } = require("../utils/database");
+const prisma = require("../utils/prisma");
 
 const WorkspaceChats = {
-  tablename: "workspace_chats",
-  colsInit: `
-  id INTEGER PRIMARY KEY AUTOINCREMENT,
-  workspaceId INTEGER NOT NULL,
-  prompt TEXT NOT NULL,
-  response TEXT NOT NULL,
-  include BOOL DEFAULT true,
-  user_id INTEGER DEFAULT NULL,
-  createdAt TEXT DEFAULT CURRENT_TIMESTAMP,
-  lastUpdatedAt TEXT DEFAULT CURRENT_TIMESTAMP,
-
-  FOREIGN KEY (user_id) REFERENCES users (id) ON DELETE CASCADE
-  `,
-  migrateTable: async function () {
-    console.log(
-      `\x1b[34m[MIGRATING]\x1b[0m Checking for WorkspaceChats migrations`
-    );
-    const db = await this.db(false);
-    await checkForMigrations(this, db);
-  },
-  migrations: function () {
-    return [
-      {
-        colName: "user_id",
-        execCmd: `ALTER TABLE ${this.tablename} ADD COLUMN user_id INTEGER DEFAULT NULL`,
-        doif: false,
-      },
-    ];
-  },
-  db: async function (tracing = true) {
-    const sqlite3 = require("sqlite3").verbose();
-    const { open } = require("sqlite");
-
-    const db = await open({
-      filename: `${
-        !!process.env.STORAGE_DIR ? `${process.env.STORAGE_DIR}/` : "storage/"
-      }anythingllm.db`,
-      driver: sqlite3.Database,
-    });
-
-    await db.exec(
-      `PRAGMA foreign_keys = ON;CREATE TABLE IF NOT EXISTS ${this.tablename} (${this.colsInit})`
-    );
-
-    if (tracing) db.on("trace", (sql) => console.log(sql));
-    return db;
-  },
   new: async function ({ workspaceId, prompt, response = {}, user = null }) {
-    const db = await this.db();
-    const { id, success, message } = await db
-      .run(
-        `INSERT INTO ${this.tablename} (workspaceId, prompt, response, user_id) VALUES (?, ?, ?, ?)`,
-        [workspaceId, prompt, JSON.stringify(response), user?.id || null]
-      )
-      .then((res) => {
-        return { id: res.lastID, success: true, message: null };
-      })
-      .catch((error) => {
-        return { id: null, success: false, message: error.message };
+    try {
+      const chat = await prisma.workspace_chats.create({
+        data: {
+          workspaceId,
+          prompt,
+          response: JSON.stringify(response),
+          user_id: user?.id || null,
+        },
       });
-    if (!success) {
-      db.close();
-      return { chat: null, message };
+      return { chat, message: null };
+    } catch (error) {
+      console.error(error.message);
+      return { chat: null, message: error.message };
     }
-
-    const chat = await db.get(
-      `SELECT * FROM ${this.tablename} WHERE id = ${id}`
-    );
-    db.close();
-
-    return { chat, message: null };
   },
+
   forWorkspaceByUser: async function (
     workspaceId = null,
     userId = null,
     limit = null
   ) {
     if (!workspaceId || !userId) return [];
-    return await this.where(
-      `workspaceId = ${workspaceId} AND include = true AND user_id = ${userId}`,
-      limit,
-      "ORDER BY id ASC"
-    );
+    try {
+      const chats = await prisma.workspace_chats.findMany({
+        where: {
+          workspaceId,
+          user_id: userId,
+        },
+        ...(limit !== null ? { take: limit } : {}),
+        orderBy: {
+          id: "asc",
+        },
+      });
+      return chats;
+    } catch (error) {
+      console.error(error.message);
+      return [];
+    }
   },
+
   forWorkspace: async function (workspaceId = null, limit = null) {
     if (!workspaceId) return [];
-    return await this.where(
-      `workspaceId = ${workspaceId} AND include = true`,
-      limit,
-      "ORDER BY id ASC"
-    );
+    try {
+      const chats = await prisma.workspace_chats.findMany({
+        where: {
+          workspaceId,
+        },
+        ...(limit !== null ? { take: limit } : {}),
+        orderBy: {
+          id: "asc",
+        },
+      });
+      return chats;
+    } catch (error) {
+      console.error(error.message);
+      return [];
+    }
   },
+
   markHistoryInvalid: async function (workspaceId = null, user = null) {
     if (!workspaceId) return;
-    const db = await this.db();
-    await db.run(
-      `UPDATE ${this.tablename} SET include = false WHERE workspaceId = ? ${
-        user ? `AND user_id = ${user.id}` : ""
-      }`,
-      [workspaceId]
-    );
-    db.close();
-
-    return;
+    try {
+      await prisma.workspace_chats.updateMany({
+        where: {
+          workspaceId,
+          user_id: user?.id,
+        },
+        data: {
+          include: false,
+        },
+      });
+      return;
+    } catch (error) {
+      console.error(error.message);
+    }
   },
-  get: async function (clause = "", limit = null, order = null) {
-    const db = await this.db();
-    const result = await db
-      .get(
-        `SELECT * FROM ${this.tablename} WHERE ${clause} ${
-          !!order ? order : ""
-        } ${!!limit ? `LIMIT ${limit}` : ""}`
-      )
-      .then((res) => res || null);
-    db.close();
 
-    if (!result) return null;
-    return result;
+  get: async function (clause = {}, limit = null, orderBy = null) {
+    try {
+      const chat = await prisma.workspace_chats.findFirst({
+        where: clause,
+        ...(limit !== null ? { take: limit } : {}),
+        ...(orderBy !== null ? { orderBy } : {}),
+      });
+      return chat || null;
+    } catch (error) {
+      console.error(error.message);
+      return null;
+    }
   },
-  delete: async function (clause = "") {
-    const db = await this.db();
-    await db.get(`DELETE FROM ${this.tablename} WHERE ${clause}`);
-    db.close();
 
-    return true;
+  delete: async function (clause = {}) {
+    try {
+      await prisma.workspace_chats.deleteMany({
+        where: clause,
+      });
+      return true;
+    } catch (error) {
+      console.error(error.message);
+      return false;
+    }
   },
-  where: async function (clause = "", limit = null, order = null) {
-    const db = await this.db();
-    const results = await db.all(
-      `SELECT * FROM ${this.tablename} ${clause ? `WHERE ${clause}` : ""} ${
-        !!order ? order : ""
-      } ${!!limit ? `LIMIT ${limit}` : ""}`
-    );
-    db.close();
 
-    return results;
+  where: async function (clause = {}, limit = null, orderBy = null) {
+    try {
+      const chats = await prisma.workspace_chats.findMany({
+        where: clause,
+        ...(limit !== null ? { take: limit } : {}),
+        ...(orderBy !== null ? { orderBy } : {}),
+      });
+      return chats;
+    } catch (error) {
+      console.error(error.message);
+      return [];
+    }
   },
-  count: async function (clause = null) {
-    const db = await this.db();
-    const { count } = await db.get(
-      `SELECT COUNT(*) as count FROM ${this.tablename} ${
-        clause ? `WHERE ${clause}` : ""
-      } `
-    );
-    db.close();
 
-    return count;
+  count: async function (clause = {}) {
+    try {
+      const count = await prisma.workspace_chats.count({
+        where: clause,
+      });
+      return count;
+    } catch (error) {
+      console.error(error.message);
+      return 0;
+    }
   },
-  whereWithData: async function (clause = "", limit = null, order = null) {
+
+  whereWithData: async function (clause = {}, limit = null, orderBy = null) {
     const { Workspace } = require("./workspace");
     const { User } = require("./user");
-    const results = await this.where(clause, limit, order);
-    for (const res of results) {
-      const workspace = await Workspace.get(`id = ${res.workspaceId}`);
-      res.workspace = workspace
-        ? { name: workspace.name, slug: workspace.slug }
-        : { name: "deleted workspace", slug: null };
 
-      const user = await User.get(`id = ${res.user_id}`);
-      res.user = user
-        ? { username: user.username }
-        : { username: "deleted user" };
+    try {
+      const results = await this.where(clause, limit, orderBy);
+
+      for (const res of results) {
+        const workspace = await Workspace.get({ id: res.workspaceId });
+        res.workspace = workspace
+          ? { name: workspace.name, slug: workspace.slug }
+          : { name: "deleted workspace", slug: null };
+
+        const user = await User.get({ id: res.user_id });
+        res.user = user
+          ? { username: user.username }
+          : { username: "deleted user" };
+      }
+
+      return results;
+    } catch (error) {
+      console.error(error.message);
+      return [];
     }
-    return results;
   },
 };
 
diff --git a/server/models/workspaceUsers.js b/server/models/workspaceUsers.js
index 74b4fab26..5f66a1add 100644
--- a/server/models/workspaceUsers.js
+++ b/server/models/workspaceUsers.js
@@ -1,142 +1,95 @@
+const prisma = require("../utils/prisma");
+
 const WorkspaceUser = {
-  tablename: "workspace_users",
-  colsInit: `
-  id INTEGER PRIMARY KEY AUTOINCREMENT,
-  user_id INTEGER NOT NULL,
-  workspace_id INTEGER NOT NULL,
-  createdAt TEXT DEFAULT CURRENT_TIMESTAMP,
-  lastUpdatedAt TEXT DEFAULT CURRENT_TIMESTAMP,
-
-  FOREIGN KEY (user_id) REFERENCES users (id) ON DELETE CASCADE,
-  FOREIGN KEY (workspace_id) REFERENCES workspaces (id) ON DELETE CASCADE
-  `,
-  migrateTable: async function () {
-    const { checkForMigrations } = require("../utils/database");
-    console.log(
-      `\x1b[34m[MIGRATING]\x1b[0m Checking for Workspace User migrations`
-    );
-    const db = await this.db(false);
-    await checkForMigrations(this, db);
-  },
-  migrations: function () {
-    return [];
-  },
-  db: async function (tracing = true) {
-    const sqlite3 = require("sqlite3").verbose();
-    const { open } = require("sqlite");
-
-    const db = await open({
-      filename: `${
-        !!process.env.STORAGE_DIR ? `${process.env.STORAGE_DIR}/` : "storage/"
-      }anythingllm.db`,
-      driver: sqlite3.Database,
-    });
-
-    await db.exec(
-      `PRAGMA foreign_keys = ON;CREATE TABLE IF NOT EXISTS ${this.tablename} (${this.colsInit})`
-    );
-
-    if (tracing) db.on("trace", (sql) => console.log(sql));
-    return db;
-  },
   createMany: async function (userId, workspaceIds = []) {
     if (workspaceIds.length === 0) return;
-    const db = await this.db();
-    const stmt = await db.prepare(
-      `INSERT INTO ${this.tablename} (user_id, workspace_id) VALUES (?,?)`
-    );
-
-    await db.exec("BEGIN TRANSACTION");
     try {
-      for (const workspaceId of workspaceIds) {
-        await stmt.run([userId, workspaceId]);
-      }
-      await db.exec("COMMIT");
-    } catch {
-      await db.exec("ROLLBACK");
+      await prisma.$transaction(
+        workspaceIds.map((workspaceId) =>
+          prisma.workspace_users.create({
+            data: { user_id: userId, workspace_id: workspaceId },
+          })
+        )
+      );
+    } catch (error) {
+      console.error(error.message);
     }
-
-    stmt.finalize();
-    db.close();
     return;
   },
+
   createManyUsers: async function (userIds = [], workspaceId) {
     if (userIds.length === 0) return;
-    const db = await this.db();
-    const stmt = await db.prepare(
-      `INSERT INTO ${this.tablename} (user_id, workspace_id) VALUES (?,?)`
-    );
-
-    await db.exec("BEGIN TRANSACTION");
     try {
-      for (const userId of userIds) {
-        await stmt.run([userId, workspaceId]);
-      }
-      await db.exec("COMMIT");
-    } catch {
-      await db.exec("ROLLBACK");
+      await prisma.$transaction(
+        userIds.map((userId) =>
+          prisma.workspace_users.create({
+            data: {
+              user_id: Number(userId),
+              workspace_id: Number(workspaceId),
+            },
+          })
+        )
+      );
+    } catch (error) {
+      console.error(error.message);
     }
-
-    stmt.finalize();
-    db.close();
     return;
   },
-  create: async function (userId = 0, workspaceId = 0) {
-    const db = await this.db();
-    const { success, message } = await db
-      .run(
-        `INSERT INTO ${this.tablename} (user_id, workspace_id) VALUES (?, ?)`,
-        [userId, workspaceId]
-      )
-      .then((res) => {
-        return { id: res.lastID, success: true, message: null };
-      })
-      .catch((error) => {
-        return { id: null, success: false, message: error.message };
-      });
 
-    if (!success) {
-      db.close();
-      console.error("FAILED TO CREATE WORKSPACE_USER RELATIONSHIP.", message);
+  create: async function (userId = 0, workspaceId = 0) {
+    try {
+      await prisma.workspace_users.create({
+        data: { user_id: Number(userId), workspace_id: Number(workspaceId) },
+      });
+      return true;
+    } catch (error) {
+      console.error(
+        "FAILED TO CREATE WORKSPACE_USER RELATIONSHIP.",
+        error.message
+      );
       return false;
     }
-    return true;
   },
-  get: async function (clause = "") {
-    const db = await this.db();
-    const result = await db
-      .get(`SELECT * FROM ${this.tablename} WHERE ${clause}`)
-      .then((res) => res || null);
-    if (!result) return null;
-    db.close();
 
-    return result;
+  get: async function (clause = {}) {
+    try {
+      const result = await prisma.workspace_users.findFirst({ where: clause });
+      return result || null;
+    } catch (error) {
+      console.error(error.message);
+      return null;
+    }
   },
-  where: async function (clause = null, limit = null) {
-    const db = await this.db();
-    const results = await db.all(
-      `SELECT * FROM ${this.tablename} ${clause ? `WHERE ${clause}` : ""} ${
-        !!limit ? `LIMIT ${limit}` : ""
-      }`
-    );
-    db.close();
 
-    return results;
+  where: async function (clause = {}, limit = null) {
+    try {
+      const results = await prisma.workspace_users.findMany({
+        where: clause,
+        ...(limit !== null ? { take: limit } : {}),
+      });
+      return results;
+    } catch (error) {
+      console.error(error.message);
+      return [];
+    }
   },
-  count: async function (clause = null) {
-    const db = await this.db();
-    const { count } = await db.get(
-      `SELECT COUNT(*) as count FROM ${this.tablename} ${
-        clause ? `WHERE ${clause}` : ""
-      }`
-    );
-    db.close();
 
-    return count;
+  count: async function (clause = {}) {
+    try {
+      const count = await prisma.workspace_users.count({ where: clause });
+      return count;
+    } catch (error) {
+      console.error(error.message);
+      return 0;
+    }
   },
-  delete: async function (clause = null) {
-    const db = await this.db();
-    await db.get(`DELETE FROM ${this.tablename} WHERE ${clause}`);
+
+  delete: async function (clause = {}) {
+    try {
+      await prisma.workspace_users.deleteMany({ where: clause });
+    } catch (error) {
+      console.error(error.message);
+    }
     return;
   },
 };
diff --git a/server/package-lock.json b/server/package-lock.json
new file mode 100644
index 000000000..64b5da8de
--- /dev/null
+++ b/server/package-lock.json
@@ -0,0 +1,7905 @@
+{
+  "name": "anything-llm-server",
+  "version": "0.0.1-beta",
+  "lockfileVersion": 2,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "anything-llm-server",
+      "version": "0.0.1-beta",
+      "license": "MIT",
+      "dependencies": {
+        "@azure/openai": "^1.0.0-beta.3",
+        "@googleapis/youtube": "^9.0.0",
+        "@pinecone-database/pinecone": "^0.1.6",
+        "@prisma/client": "5.3.0",
+        "@qdrant/js-client-rest": "^1.4.0",
+        "archiver": "^5.3.1",
+        "bcrypt": "^5.1.0",
+        "body-parser": "^1.20.2",
+        "check-disk-space": "^3.4.0",
+        "chromadb": "^1.5.2",
+        "cors": "^2.8.5",
+        "dotenv": "^16.0.3",
+        "express": "^4.18.2",
+        "extract-zip": "^2.0.1",
+        "graphql": "^16.7.1",
+        "jsonwebtoken": "^8.5.1",
+        "langchain": "^0.0.90",
+        "mime": "^3.0.0",
+        "moment": "^2.29.4",
+        "multer": "^1.4.5-lts.1",
+        "openai": "^3.2.1",
+        "pinecone-client": "^1.1.0",
+        "posthog-node": "^3.1.1",
+        "prisma": "^5.3.0",
+        "serve-index": "^1.9.1",
+        "slugify": "^1.6.6",
+        "sqlite": "^4.2.1",
+        "sqlite3": "^5.1.6",
+        "sqlstring-sqlite": "^0.1.1",
+        "swagger-autogen": "^2.23.5",
+        "swagger-ui-express": "^5.0.0",
+        "uuid": "^9.0.0",
+        "vectordb": "0.1.12",
+        "weaviate-ts-client": "^1.4.0"
+      },
+      "devDependencies": {
+        "nodemon": "^2.0.22",
+        "prettier": "^2.4.1"
+      },
+      "engines": {
+        "node": ">=18.12.1"
+      }
+    },
+    "node_modules/@anthropic-ai/sdk": {
+      "version": "0.4.4",
+      "resolved": "https://registry.npmjs.org/@anthropic-ai/sdk/-/sdk-0.4.4.tgz",
+      "integrity": "sha512-Z/39nQi1sSUCeLII3lsAbL1u+0JF6cR2XmUEX9sLH0VtxmIjY6cjOUYjCkYh4oapTxOkhAFnVSAFJ6cxml2qXg==",
+      "license": "MIT",
+      "dependencies": {
+        "@fortaine/fetch-event-source": "^3.0.6",
+        "cross-fetch": "^3.1.5"
+      }
+    },
+    "node_modules/@apache-arrow/ts": {
+      "version": "12.0.1",
+      "resolved": "https://registry.npmjs.org/@apache-arrow/ts/-/ts-12.0.1.tgz",
+      "integrity": "sha512-oLL/la62/eff4/nTtU4mZzx/SuIIAjrFx6sTSRDZ65a1Ej84IIMptVb/i5rnp2kY14GFnyc928MyJexQmQc4zA==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@types/command-line-args": "5.2.0",
+        "@types/command-line-usage": "5.0.2",
+        "@types/node": "18.14.5",
+        "@types/pad-left": "2.1.1",
+        "command-line-args": "5.2.1",
+        "command-line-usage": "6.1.3",
+        "flatbuffers": "23.3.3",
+        "json-bignum": "^0.0.3",
+        "pad-left": "^2.1.0",
+        "tslib": "^2.5.0"
+      }
+    },
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+      "integrity": "sha512-pMZTvIkT1d+TFGvDOqodOclx0QWkkgi6Tdoa8gC8ffGAAqz9pzPTZWAybbsHHoED/ztMtkv/VoYTYyShUn81hA=="
+    },
+    "uuid": {
+      "version": "9.0.0",
+      "resolved": "https://registry.npmjs.org/uuid/-/uuid-9.0.0.tgz",
+      "integrity": "sha512-MXcSTerfPa4uqyzStbRoTgt5XIe3x5+42+q1sDuy3R5MDk66URdLMOZe5aPX/SQd+kuYAh0FdP/pO28IkQyTeg=="
+    },
+    "vary": {
+      "version": "1.1.2",
+      "resolved": "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz",
+      "integrity": "sha512-BNGbWLfd0eUPabhkXUVm0j8uuvREyTh5ovRa/dyow/BqAbZJyC+5fU+IzQOzmAKzYqYRAISoRhdQr3eIZ/PXqg=="
+    },
+    "vectordb": {
+      "version": "0.1.12",
+      "resolved": "https://registry.npmjs.org/vectordb/-/vectordb-0.1.12.tgz",
+      "integrity": "sha512-C7/4/n3kBiR2Z5Cgid08z9hUNfVpQaA5WKVyT4msdwmLoSZOltFeikCdx7OM5a6ekd9BwnPbzP8RhNTW8hBfNA==",
+      "requires": {
+        "@apache-arrow/ts": "^12.0.0",
+        "apache-arrow": "^12.0.0"
+      }
+    },
+    "weaviate-ts-client": {
+      "version": "1.4.0",
+      "resolved": "https://registry.npmjs.org/weaviate-ts-client/-/weaviate-ts-client-1.4.0.tgz",
+      "integrity": "sha512-G2V/IWMHXDjoJeATUYKkZXzAs7iRj4GE8B3AX59XDqMRW12X7VUkRgo4xWcHH1bjpLIHUYTzD5qZXcB8P9Hdmw==",
+      "requires": {
+        "graphql-request": "^5.1.0",
+        "isomorphic-fetch": "^3.0.0",
+        "uuid": "^9.0.0"
+      }
+    },
+    "webidl-conversions": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-3.0.1.tgz",
+      "integrity": "sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ=="
+    },
+    "whatwg-fetch": {
+      "version": "3.6.16",
+      "resolved": "https://registry.npmjs.org/whatwg-fetch/-/whatwg-fetch-3.6.16.tgz",
+      "integrity": "sha512-83avoGbZ0qtjtNrU3UTT3/Xd3uZ7DyfSYLuc1fL5iYs+93P+UkIVF6/6xpRVWeQcvbc7kSnVybSAVbd6QFW5Fg=="
+    },
+    "whatwg-url": {
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz",
+      "integrity": "sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw==",
+      "requires": {
+        "tr46": "~0.0.3",
+        "webidl-conversions": "^3.0.0"
+      }
+    },
+    "which": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
+      "integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==",
+      "optional": true,
+      "requires": {
+        "isexe": "^2.0.0"
+      }
+    },
+    "wide-align": {
+      "version": "1.1.5",
+      "resolved": "https://registry.npmjs.org/wide-align/-/wide-align-1.1.5.tgz",
+      "integrity": "sha512-eDMORYaPNZ4sQIuuYPDHdQvf4gyCF9rEEV/yPxGfwPkRodwEgiMUUXTx/dex+Me0wxx53S+NgUHaP7y3MGlDmg==",
+      "requires": {
+        "string-width": "^1.0.2 || 2 || 3 || 4"
+      }
+    },
+    "wordwrapjs": {
+      "version": "4.0.1",
+      "resolved": "https://registry.npmjs.org/wordwrapjs/-/wordwrapjs-4.0.1.tgz",
+      "integrity": "sha512-kKlNACbvHrkpIw6oPeYDSmdCTu2hdMHoyXLTcUKala++lx5Y+wjJ/e474Jqv5abnVmwxw08DiTuHmw69lJGksA==",
+      "requires": {
+        "reduce-flatten": "^2.0.0",
+        "typical": "^5.2.0"
+      }
+    },
+    "wrappy": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
+      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ=="
+    },
+    "xtend": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
+      "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ=="
+    },
+    "yallist": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
+      "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A=="
+    },
+    "yaml": {
+      "version": "2.3.1",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.3.1.tgz",
+      "integrity": "sha512-2eHWfjaoXgTBC2jNM1LRef62VQa0umtvRiDSk6HSzW7RvS5YtkabJrwYLLEKWBc8a5U2PTSCs+dJjUTJdlHsWQ=="
+    },
+    "yauzl": {
+      "version": "2.10.0",
+      "resolved": "https://registry.npmjs.org/yauzl/-/yauzl-2.10.0.tgz",
+      "integrity": "sha512-p4a9I6X6nu6IhoGmBqAcbJy1mlC4j27vEPZX9F4L4/vZT3Lyq1VkFHw/V/PUcB9Buo+DG3iHkT0x3Qya58zc3g==",
+      "requires": {
+        "buffer-crc32": "~0.2.3",
+        "fd-slicer": "~1.1.0"
+      }
+    },
+    "zip-stream": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/zip-stream/-/zip-stream-4.1.0.tgz",
+      "integrity": "sha512-zshzwQW7gG7hjpBlgeQP9RuyPGNxvJdzR8SUM3QhxCnLjWN2E7j3dOvpeDcQoETfHx0urRS7EtmVToql7YpU4A==",
+      "requires": {
+        "archiver-utils": "^2.1.0",
+        "compress-commons": "^4.1.0",
+        "readable-stream": "^3.6.0"
+      }
+    },
+    "zod": {
+      "version": "3.21.4",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.21.4.tgz",
+      "integrity": "sha512-m46AKbrzKVzOzs/DZgVnG5H55N1sv1M8qZU3A8RIKbs3mrACDNeIOeilDymVb2HdmP8uwshOCF4uJ8uM9rCqJw=="
+    },
+    "zod-to-json-schema": {
+      "version": "3.21.4",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.21.4.tgz",
+      "integrity": "sha512-fjUZh4nQ1s6HMccgIeE0VP4QG/YRGPmyjO9sAh890aQKPEk3nqbfUXhMFaC+Dr5KvYBm8BCyvfpZf2jY9aGSsw==",
+      "requires": {}
+    }
+  }
+}
diff --git a/server/package.json b/server/package.json
index 187304e95..eb2e84704 100644
--- a/server/package.json
+++ b/server/package.json
@@ -1,6 +1,6 @@
 {
   "name": "anything-llm-server",
-  "version": "0.0.1-beta",
+  "version": "0.2.0",
   "description": "Server endpoints to process or create content for chatting",
   "main": "index.js",
   "author": "Timothy Carambat (Mintplex Labs)",
@@ -13,12 +13,17 @@
     "dev": "NODE_ENV=development nodemon --ignore documents --ignore vector-cache --ignore storage --ignore swagger --trace-warnings index.js",
     "start": "NODE_ENV=production node index.js",
     "lint": "yarn prettier --write ./endpoints ./models ./utils index.js",
-    "swagger": "node ./swagger/init.js"
+    "swagger": "node ./swagger/init.js",
+    "sqlite:migrate": "cd ./utils/prisma && node migrateFromSqlite.js"
+  },
+  "prisma": {
+    "seed": "node prisma/seed.js"
   },
   "dependencies": {
     "@azure/openai": "^1.0.0-beta.3",
     "@googleapis/youtube": "^9.0.0",
     "@pinecone-database/pinecone": "^0.1.6",
+    "@prisma/client": "5.3.0",
     "@qdrant/js-client-rest": "^1.4.0",
     "archiver": "^5.3.1",
     "bcrypt": "^5.1.0",
@@ -38,11 +43,11 @@
     "openai": "^3.2.1",
     "pinecone-client": "^1.1.0",
     "posthog-node": "^3.1.1",
+    "prisma": "^5.3.1",
     "serve-index": "^1.9.1",
     "slugify": "^1.6.6",
     "sqlite": "^4.2.1",
     "sqlite3": "^5.1.6",
-    "sqlstring-sqlite": "^0.1.1",
     "swagger-autogen": "^2.23.5",
     "swagger-ui-express": "^5.0.0",
     "uuid": "^9.0.0",
@@ -54,4 +59,4 @@
     "nodemon": "^2.0.22",
     "prettier": "^2.4.1"
   }
-}
+}
\ No newline at end of file
diff --git a/server/prisma/migrations/20230921191814_init/migration.sql b/server/prisma/migrations/20230921191814_init/migration.sql
new file mode 100644
index 000000000..911559bae
--- /dev/null
+++ b/server/prisma/migrations/20230921191814_init/migration.sql
@@ -0,0 +1,125 @@
+-- CreateTable
+CREATE TABLE "api_keys" (
+    "id" INTEGER NOT NULL PRIMARY KEY AUTOINCREMENT,
+    "secret" TEXT,
+    "createdBy" INTEGER,
+    "createdAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "lastUpdatedAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP
+);
+
+-- CreateTable
+CREATE TABLE "workspace_documents" (
+    "id" INTEGER NOT NULL PRIMARY KEY AUTOINCREMENT,
+    "docId" TEXT NOT NULL,
+    "filename" TEXT NOT NULL,
+    "docpath" TEXT NOT NULL,
+    "workspaceId" INTEGER NOT NULL,
+    "metadata" TEXT,
+    "createdAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "lastUpdatedAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    CONSTRAINT "workspace_documents_workspaceId_fkey" FOREIGN KEY ("workspaceId") REFERENCES "workspaces" ("id") ON DELETE RESTRICT ON UPDATE CASCADE
+);
+
+-- CreateTable
+CREATE TABLE "invites" (
+    "id" INTEGER NOT NULL PRIMARY KEY AUTOINCREMENT,
+    "code" TEXT NOT NULL,
+    "status" TEXT NOT NULL DEFAULT 'pending',
+    "claimedBy" INTEGER,
+    "createdAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "createdBy" INTEGER NOT NULL,
+    "lastUpdatedAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP
+);
+
+-- CreateTable
+CREATE TABLE "system_settings" (
+    "id" INTEGER NOT NULL PRIMARY KEY AUTOINCREMENT,
+    "label" TEXT NOT NULL,
+    "value" TEXT,
+    "createdAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "lastUpdatedAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP
+);
+
+-- CreateTable
+CREATE TABLE "users" (
+    "id" INTEGER NOT NULL PRIMARY KEY AUTOINCREMENT,
+    "username" TEXT,
+    "password" TEXT NOT NULL,
+    "role" TEXT NOT NULL DEFAULT 'default',
+    "suspended" INTEGER NOT NULL DEFAULT 0,
+    "createdAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "lastUpdatedAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP
+);
+
+-- CreateTable
+CREATE TABLE "document_vectors" (
+    "id" INTEGER NOT NULL PRIMARY KEY AUTOINCREMENT,
+    "docId" TEXT NOT NULL,
+    "vectorId" TEXT NOT NULL,
+    "createdAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "lastUpdatedAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP
+);
+
+-- CreateTable
+CREATE TABLE "welcome_messages" (
+    "id" INTEGER NOT NULL PRIMARY KEY AUTOINCREMENT,
+    "user" TEXT NOT NULL,
+    "response" TEXT NOT NULL,
+    "orderIndex" INTEGER,
+    "createdAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP
+);
+
+-- CreateTable
+CREATE TABLE "workspaces" (
+    "id" INTEGER NOT NULL PRIMARY KEY AUTOINCREMENT,
+    "name" TEXT NOT NULL,
+    "slug" TEXT NOT NULL,
+    "vectorTag" TEXT,
+    "createdAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "openAiTemp" REAL,
+    "openAiHistory" INTEGER NOT NULL DEFAULT 20,
+    "lastUpdatedAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "openAiPrompt" TEXT
+);
+
+-- CreateTable
+CREATE TABLE "workspace_chats" (
+    "id" INTEGER NOT NULL PRIMARY KEY AUTOINCREMENT,
+    "workspaceId" INTEGER NOT NULL,
+    "prompt" TEXT NOT NULL,
+    "response" TEXT NOT NULL,
+    "include" BOOLEAN NOT NULL DEFAULT true,
+    "user_id" INTEGER,
+    "createdAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "lastUpdatedAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    CONSTRAINT "workspace_chats_user_id_fkey" FOREIGN KEY ("user_id") REFERENCES "users" ("id") ON DELETE CASCADE ON UPDATE CASCADE
+);
+
+-- CreateTable
+CREATE TABLE "workspace_users" (
+    "id" INTEGER NOT NULL PRIMARY KEY AUTOINCREMENT,
+    "user_id" INTEGER NOT NULL,
+    "workspace_id" INTEGER NOT NULL,
+    "createdAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "lastUpdatedAt" DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    CONSTRAINT "workspace_users_workspace_id_fkey" FOREIGN KEY ("workspace_id") REFERENCES "workspaces" ("id") ON DELETE CASCADE ON UPDATE CASCADE,
+    CONSTRAINT "workspace_users_user_id_fkey" FOREIGN KEY ("user_id") REFERENCES "users" ("id") ON DELETE CASCADE ON UPDATE CASCADE
+);
+
+-- CreateIndex
+CREATE UNIQUE INDEX "api_keys_secret_key" ON "api_keys"("secret");
+
+-- CreateIndex
+CREATE UNIQUE INDEX "workspace_documents_docId_key" ON "workspace_documents"("docId");
+
+-- CreateIndex
+CREATE UNIQUE INDEX "invites_code_key" ON "invites"("code");
+
+-- CreateIndex
+CREATE UNIQUE INDEX "system_settings_label_key" ON "system_settings"("label");
+
+-- CreateIndex
+CREATE UNIQUE INDEX "users_username_key" ON "users"("username");
+
+-- CreateIndex
+CREATE UNIQUE INDEX "workspaces_slug_key" ON "workspaces"("slug");
diff --git a/server/prisma/migrations/migration_lock.toml b/server/prisma/migrations/migration_lock.toml
new file mode 100644
index 000000000..e5e5c4705
--- /dev/null
+++ b/server/prisma/migrations/migration_lock.toml
@@ -0,0 +1,3 @@
+# Please do not edit this file manually
+# It should be added in your version-control system (i.e. Git)
+provider = "sqlite"
\ No newline at end of file
diff --git a/server/prisma/schema.prisma b/server/prisma/schema.prisma
new file mode 100644
index 000000000..29a3fde29
--- /dev/null
+++ b/server/prisma/schema.prisma
@@ -0,0 +1,118 @@
+generator client {
+  provider = "prisma-client-js"
+}
+
+// Uncomment the following lines and comment out the SQLite datasource block above to use PostgreSQL
+// Make sure to set the correct DATABASE_URL in your .env file
+// After swapping run `yarn prisma:setup` from the root directory to migrate the database
+//
+// datasource db {
+//   provider = "postgresql"
+//   url      = env("DATABASE_URL")
+// }
+datasource db {
+  provider = "sqlite"
+  url      = "file:../storage/anythingllm.db"
+}
+
+model api_keys {
+  id            Int      @id @default(autoincrement())
+  secret        String?  @unique
+  createdBy     Int?
+  createdAt     DateTime @default(now())
+  lastUpdatedAt DateTime @default(now())
+}
+
+model workspace_documents {
+  id            Int        @id @default(autoincrement())
+  docId         String     @unique
+  filename      String
+  docpath       String
+  workspaceId   Int
+  metadata      String?
+  createdAt     DateTime   @default(now())
+  lastUpdatedAt DateTime   @default(now())
+  workspace     workspaces @relation(fields: [workspaceId], references: [id])
+}
+
+model invites {
+  id            Int      @id @default(autoincrement())
+  code          String   @unique
+  status        String   @default("pending")
+  claimedBy     Int?
+  createdAt     DateTime @default(now())
+  createdBy     Int
+  lastUpdatedAt DateTime @default(now())
+}
+
+model system_settings {
+  id            Int      @id @default(autoincrement())
+  label         String   @unique
+  value         String?
+  createdAt     DateTime @default(now())
+  lastUpdatedAt DateTime @default(now())
+}
+
+model users {
+  id              Int               @id @default(autoincrement())
+  username        String?           @unique
+  password        String
+  role            String            @default("default")
+  suspended       Int               @default(0)
+  createdAt       DateTime          @default(now())
+  lastUpdatedAt   DateTime          @default(now())
+  workspace_chats workspace_chats[]
+  workspace_users workspace_users[]
+}
+
+model document_vectors {
+  id            Int      @id @default(autoincrement())
+  docId         String
+  vectorId      String
+  createdAt     DateTime @default(now())
+  lastUpdatedAt DateTime @default(now())
+}
+
+model welcome_messages {
+  id         Int      @id @default(autoincrement())
+  user       String
+  response   String
+  orderIndex Int?
+  createdAt  DateTime @default(now())
+}
+
+model workspaces {
+  id              Int                   @id @default(autoincrement())
+  name            String
+  slug            String                @unique
+  vectorTag       String?
+  createdAt       DateTime              @default(now())
+  openAiTemp      Float?
+  openAiHistory   Int                   @default(20)
+  lastUpdatedAt   DateTime              @default(now())
+  openAiPrompt    String?
+  workspace_users workspace_users[]
+  documents       workspace_documents[]
+}
+
+model workspace_chats {
+  id            Int      @id @default(autoincrement())
+  workspaceId   Int
+  prompt        String
+  response      String
+  include       Boolean  @default(true)
+  user_id       Int?
+  createdAt     DateTime @default(now())
+  lastUpdatedAt DateTime @default(now())
+  users         users?   @relation(fields: [user_id], references: [id], onDelete: Cascade, onUpdate: Cascade)
+}
+
+model workspace_users {
+  id            Int        @id @default(autoincrement())
+  user_id       Int
+  workspace_id  Int
+  createdAt     DateTime   @default(now())
+  lastUpdatedAt DateTime   @default(now())
+  workspaces    workspaces @relation(fields: [workspace_id], references: [id], onDelete: Cascade, onUpdate: Cascade)
+  users         users      @relation(fields: [user_id], references: [id], onDelete: Cascade, onUpdate: Cascade)
+}
diff --git a/server/prisma/seed.js b/server/prisma/seed.js
new file mode 100644
index 000000000..71d1e63d6
--- /dev/null
+++ b/server/prisma/seed.js
@@ -0,0 +1,33 @@
+const { PrismaClient } = require('@prisma/client');
+const prisma = new PrismaClient();
+
+async function main() {
+  const settings = [
+    { label: 'multi_user_mode', value: 'false' },
+    { label: 'users_can_delete_workspaces', value: 'false' },
+    { label: 'limit_user_messages', value: 'false' },
+    { label: 'message_limit', value: '25' },
+  ];
+
+  for (let setting of settings) {
+    const existing = await prisma.system_settings.findUnique({
+      where: { label: setting.label },
+    });
+
+    // Only create the setting if it doesn't already exist
+    if (!existing) {
+      await prisma.system_settings.create({
+        data: setting,
+      });
+    }
+  }
+}
+
+main()
+  .catch(e => {
+    console.error(e);
+    process.exit(1);
+  })
+  .finally(async () => {
+    await prisma.$disconnect();
+  });
diff --git a/server/utils/http/index.js b/server/utils/http/index.js
index 3543a36b3..5b61236f0 100644
--- a/server/utils/http/index.js
+++ b/server/utils/http/index.js
@@ -37,7 +37,7 @@ async function userFromSession(request, response = null) {
     return null;
   }
 
-  const user = await User.get(`id = ${valid.id}`);
+  const user = await User.get({ id: valid.id });
   return user;
 }
 
diff --git a/server/utils/middleware/validApiKey.js b/server/utils/middleware/validApiKey.js
index 3e819ab09..a1f327404 100644
--- a/server/utils/middleware/validApiKey.js
+++ b/server/utils/middleware/validApiKey.js
@@ -1,4 +1,3 @@
-const { escape } = require("sqlstring-sqlite");
 const { ApiKey } = require("../../models/apiKeys");
 const { SystemSettings } = require("../../models/systemSettings");
 
@@ -15,7 +14,7 @@ async function validApiKey(request, response, next) {
     return;
   }
 
-  if (!(await ApiKey.get(`secret = ${escape(bearerKey)}`))) {
+  if (!(await ApiKey.get({ secret: bearerKey }))) {
     response.status(403).json({
       error: "No valid api key found.",
     });
diff --git a/server/utils/middleware/validatedRequest.js b/server/utils/middleware/validatedRequest.js
index 1ff13f3d0..349fa0b6c 100644
--- a/server/utils/middleware/validatedRequest.js
+++ b/server/utils/middleware/validatedRequest.js
@@ -66,7 +66,7 @@ async function validateMultiUserRequest(request, response, next) {
     return;
   }
 
-  const user = await User.get(`id = ${valid.id}`);
+  const user = await User.get({ id: valid.id });
   if (!user) {
     response.status(403).json({
       error: "Invalid auth for user.",
diff --git a/server/utils/prisma/PRISMA.md b/server/utils/prisma/PRISMA.md
new file mode 100644
index 000000000..858cac3f3
--- /dev/null
+++ b/server/utils/prisma/PRISMA.md
@@ -0,0 +1,47 @@
+# Prisma Setup and Usage Guide
+
+This guide will help you set up and use Prisma for the project. Prisma is a powerful ORM for Node.js and TypeScript, helping developers build faster and make fewer errors. Follow the guide to understand how to use Prisma and the scripts available in the project to manage the Prisma setup.
+
+## Setting Up Prisma
+
+To get started with setting up Prisma, you should run the setup script from the project root directory:
+
+```sh
+yarn setup
+```
+
+This script will install the necessary node modules in both the server and frontend directories, set up the environment files, and set up Prisma (generate client, run migrations, and seed the database).
+
+## Prisma Scripts
+
+In the project root's `package.json`, there are several scripts set up to help you manage Prisma:
+
+- **prisma:generate**: Generates the Prisma client.
+- **prisma:migrate**: Runs the migrations to ensure the database is in sync with the schema.
+- **prisma:seed**: Seeds the database with initial data.
+- **prisma:setup**: A convenience script that runs `prisma:generate`, `prisma:migrate`, and `prisma:seed` in sequence.
+- **sqlite:migrate**: (To be run from the `server` directory) This script is for users transitioning from the old SQLite custom ORM setup to Prisma and will migrate all exisiting data over to Prisma. If you're a new user, your setup will already use Prisma.
+
+To run any of these scripts, use `yarn` followed by the script name from the project root directory. For example:
+
+```sh
+yarn prisma:setup
+```
+
+## Manual Prisma Commands
+
+While the scripts should cover most of your needs, you may sometimes want to run Prisma commands manually. Here are some commands you might find useful, along with their descriptions:
+
+- `npx prisma introspect`: Introspects the database to update the Prisma schema by reading the schema of the existing database.
+- `npx prisma generate`: Generates the Prisma client.
+- `npx prisma migrate dev --name init`: Ensures the database is in sync with the schema, naming the migration 'init'.
+- `npx prisma migrate reset`: Resets the database, deleting all data and recreating the schema.
+
+These commands should be run from the `server` directory, where the Prisma schema is located.
+
+## Notes
+
+- Always make sure to run scripts from the root level to avoid path issues.
+- Before running migrations, ensure that the Prisma schema is correctly defined to prevent data loss or corruption.
+- If you are adding a new feature or making changes that require a change in the database schema, create a new migration rather than editing existing migrations.
+- For users transitioning from the old SQLite ORM, navigate to the `server` directory and run the `sqlite:migrate` script to smoothly transition to Prisma. If you're setting up the project fresh, this step is unnecessary as the setup will already be using Prisma.
diff --git a/server/utils/prisma/index.js b/server/utils/prisma/index.js
new file mode 100644
index 000000000..64a63f074
--- /dev/null
+++ b/server/utils/prisma/index.js
@@ -0,0 +1,12 @@
+const { PrismaClient } = require("@prisma/client");
+
+// npx prisma introspect
+// npx prisma generate
+// npx prisma migrate dev --name init -> ensures that db is in sync with schema
+// npx prisma migrate reset -> resets the db
+
+const prisma = new PrismaClient({
+  log: ["query", "info", "warn"],
+});
+
+module.exports = prisma;
diff --git a/server/utils/prisma/migrateFromSqlite.js b/server/utils/prisma/migrateFromSqlite.js
new file mode 100644
index 000000000..cd7e69439
--- /dev/null
+++ b/server/utils/prisma/migrateFromSqlite.js
@@ -0,0 +1,269 @@
+const { PrismaClient } = require("@prisma/client");
+const execSync = require("child_process").execSync;
+const fs = require("fs");
+const path = require("path");
+require("dotenv").config();
+
+const DATABASE_PATH = process.env.DB_URL || "../../storage/anythingllm.db";
+const BACKUP_PATH = path.join(
+  path.dirname(DATABASE_PATH),
+  "anythingllm_backup.db"
+);
+
+// Backup the database before migrating data
+function backupDatabase() {
+  try {
+    fs.copyFileSync(DATABASE_PATH, BACKUP_PATH);
+    console.log("Database backup created successfully.");
+  } catch (error) {
+    console.error("Failed to create database backup:", error);
+  }
+}
+
+backupDatabase();
+
+const prisma = new PrismaClient();
+
+// Reset the prisma database and prepare it for migration of data from sqlite
+function resetAndMigrateDatabase() {
+  try {
+    console.log("Resetting and migrating the database...");
+    execSync("cd ../.. && npx prisma migrate reset --skip-seed --force", {
+      stdio: "inherit",
+    });
+    execSync("cd ../.. && npx prisma migrate dev --name init", {
+      stdio: "inherit",
+    });
+    console.log("Database reset and initial migration completed successfully");
+  } catch (error) {
+    console.error("Failed to reset and migrate the database:", error);
+  }
+}
+
+resetAndMigrateDatabase();
+
+// Migrate data from sqlite to prisma
+async function migrateData() {
+  try {
+    console.log("Starting data migration...");
+    var legacyMap = {
+      users: {
+        count: 0,
+      },
+      workspaces: {
+        count: 0,
+      },
+    };
+
+    // Step 1: Migrate system_settings table
+    await migrateTable("system_settings", (row) => {
+      return prisma.system_settings.create({
+        data: {
+          label: row.label,
+          value: row.value,
+          createdAt: new Date(row.createdAt),
+          lastUpdatedAt: new Date(row.lastUpdatedAt),
+        },
+      });
+    });
+
+    // Step 2: Migrate users table
+    await migrateTable("users", (row) => {
+      legacyMap.users[`user_${row.id}`] = legacyMap.users.count + 1;
+      legacyMap.users.count++;
+
+      return prisma.users.create({
+        data: {
+          username: row.username,
+          password: row.password,
+          role: row.role,
+          suspended: row.suspended,
+          createdAt: new Date(row.createdAt),
+          lastUpdatedAt: new Date(row.lastUpdatedAt),
+        },
+      });
+    });
+
+    // Step 3: Migrate workspaces table
+    await migrateTable("workspaces", (row) => {
+      legacyMap.workspaces[`workspace_${row.id}`] =
+        legacyMap.workspaces.count + 1;
+      legacyMap.workspaces.count++;
+
+      return prisma.workspaces.create({
+        data: {
+          name: row.name,
+          slug: row.slug,
+          vectorTag: row.vectorTag,
+          openAiTemp: Number(row.openAiTemp) || 0.7,
+          openAiHistory: Number(row.openAiHistory) || 20,
+          openAiPrompt: row.openAiPrompt,
+          createdAt: new Date(row.createdAt),
+          lastUpdatedAt: new Date(row.lastUpdatedAt),
+        },
+      });
+    });
+
+    // Step 4: Migrate api_keys table
+    await migrateTable("api_keys", async (row) => {
+      const legacyUserId = row.createdBy
+        ? legacyMap.users?.[`user_${row.createdBy}`]
+        : null;
+      return prisma.api_keys.create({
+        data: {
+          secret: row.secret,
+          ...(legacyUserId
+            ? { createdBy: Number(legacyUserId) }
+            : { createdBy: Number(row.createdBy) }),
+          createdAt: new Date(row.createdAt),
+          lastUpdatedAt: new Date(row.lastUpdatedAt),
+        },
+      });
+    });
+
+    // Step 5: Migrate invites table
+    await migrateTable("invites", async (row) => {
+      const legacyCreatedUserId = row.createdBy
+        ? legacyMap.users?.[`user_${row.createdBy}`]
+        : null;
+      const legacyClaimedUserId = row.claimedBy
+        ? legacyMap.users?.[`user_${row.claimedBy}`]
+        : null;
+
+      return prisma.invites.create({
+        data: {
+          code: row.code,
+          status: row.status,
+          ...(legacyClaimedUserId
+            ? { claimedBy: Number(legacyClaimedUserId) }
+            : { claimedBy: Number(row.claimedBy) }),
+          ...(legacyCreatedUserId
+            ? { createdBy: Number(legacyCreatedUserId) }
+            : { createdBy: Number(row.createdBy) }),
+          createdAt: new Date(row.createdAt),
+          lastUpdatedAt: new Date(row.lastUpdatedAt),
+        },
+      });
+    });
+
+    // Step 6: Migrate workspace_documents table
+    await migrateTable("workspace_documents", async (row) => {
+      const legacyWorkspaceId = row.workspaceId
+        ? legacyMap.workspaces?.[`workspace_${row.workspaceId}`]
+        : null;
+
+      return prisma.workspace_documents.create({
+        data: {
+          docId: row.docId,
+          filename: row.filename,
+          docpath: row.docpath,
+          ...(legacyWorkspaceId
+            ? { workspaceId: Number(legacyWorkspaceId) }
+            : {}),
+          metadata: row.metadata,
+          createdAt: new Date(row.createdAt),
+          lastUpdatedAt: new Date(row.lastUpdatedAt),
+        },
+      });
+    });
+
+    // Step 7: Migrate document_vectors table
+    await migrateTable("document_vectors", (row) => {
+      return prisma.document_vectors.create({
+        data: {
+          docId: row.docId,
+          vectorId: row.vectorId,
+          createdAt: new Date(row.createdAt),
+          lastUpdatedAt: new Date(row.lastUpdatedAt),
+        },
+      });
+    });
+
+    // Step 8: Migrate welcome_messages table
+    await migrateTable("welcome_messages", (row) => {
+      return prisma.welcome_messages.create({
+        data: {
+          user: row.user,
+          response: row.response,
+          orderIndex: row.orderIndex,
+          createdAt: new Date(row.createdAt),
+        },
+      });
+    });
+
+    // Step 9: Migrate workspace_users table
+    await migrateTable("workspace_users", async (row) => {
+      const legacyUserId = row.user_id
+        ? legacyMap.users?.[`user_${row.user_id}`]
+        : null;
+      const legacyWorkspaceId = row.workspace_id
+        ? legacyMap.workspaces?.[`workspace_${row.workspace_id}`]
+        : null;
+
+      if (!legacyUserId || !legacyWorkspaceId) return;
+
+      return prisma.workspace_users.create({
+        data: {
+          user_id: Number(legacyUserId),
+          workspace_id: Number(legacyWorkspaceId),
+          createdAt: new Date(row.createdAt),
+          lastUpdatedAt: new Date(row.lastUpdatedAt),
+        },
+      });
+    });
+
+    // Step 10: Migrate workspace_chats table
+    await migrateTable("workspace_chats", async (row) => {
+      const legacyUserId = row.user_id
+        ? legacyMap.users?.[`user_${row.user_id}`]
+        : null;
+      const legacyWorkspaceId = row.workspaceId
+        ? legacyMap.workspaces?.[`workspace_${row.workspaceId}`]
+        : null;
+
+      return prisma.workspace_chats.create({
+        data: {
+          workspaceId: Number(legacyWorkspaceId),
+          prompt: row.prompt,
+          response: row.response,
+          include: row.include === 1,
+          ...(legacyUserId ? { user_id: Number(legacyUserId) } : {}),
+          createdAt: new Date(row.createdAt),
+          lastUpdatedAt: new Date(row.lastUpdatedAt),
+        },
+      });
+    });
+
+    console.log("Data migration completed successfully");
+  } catch (error) {
+    console.error("Data migration failed:", error);
+  } finally {
+    await prisma.$disconnect();
+  }
+}
+
+async function migrateTable(tableName, migrateRowFunc) {
+  const sqlite3 = require("sqlite3").verbose();
+  const { open } = require("sqlite");
+  const db = await open({
+    filename: BACKUP_PATH,
+    driver: sqlite3.Database,
+  });
+  const upserts = [];
+  const rows = await db.all(`SELECT * FROM ${tableName}`);
+
+  try {
+    for (const row of rows) {
+      await migrateRowFunc(row);
+      upserts.push(row);
+    }
+  } catch (e) {
+    console.error(e);
+    console.log({ tableName, upserts });
+  } finally {
+    await db.close();
+  }
+  return;
+}
+
+migrateData();
diff --git a/server/utils/telemetry/index.js b/server/utils/telemetry/index.js
new file mode 100644
index 000000000..1945de3fe
--- /dev/null
+++ b/server/utils/telemetry/index.js
@@ -0,0 +1,33 @@
+const { getGitVersion } = require("../../endpoints/utils");
+const { Telemetry } = require("../../models/telemetry");
+
+// Telemetry is anonymized and your data is never read. This can be disabled by setting
+// DISABLE_TELEMETRY=true in the `.env` of however you setup. Telemetry helps us determine use
+// of how AnythingLLM is used and how to improve this product!
+// You can see all Telemetry events by ctrl+f `Telemetry.sendEvent` calls to verify this claim.
+async function setupTelemetry() {
+  if (process.env.DISABLE_TELEMETRY === "true") {
+    console.log(
+      `\x1b[31m[TELEMETRY DISABLED]\x1b[0m Telemetry is marked as disabled - no events will send. Telemetry helps Mintplex Labs Inc improve AnythingLLM.`
+    );
+    return true;
+  }
+
+  if (Telemetry.isDev()) {
+    console.log(
+      `\x1b[33m[TELEMETRY STUBBED]\x1b[0m Anonymous Telemetry stubbed in development.`
+    );
+    return;
+  }
+
+  console.log(
+    `\x1b[32m[TELEMETRY ENABLED]\x1b[0m Anonymous Telemetry enabled. Telemetry helps Mintplex Labs Inc improve AnythingLLM.`
+  );
+  await Telemetry.findOrCreateId();
+  await Telemetry.sendTelemetry("server_boot", {
+    commit: getGitVersion(),
+  });
+  return;
+}
+
+module.exports = setupTelemetry;
diff --git a/server/utils/vectorDbProviders/chroma/index.js b/server/utils/vectorDbProviders/chroma/index.js
index 40966e5e1..fd184976b 100644
--- a/server/utils/vectorDbProviders/chroma/index.js
+++ b/server/utils/vectorDbProviders/chroma/index.js
@@ -225,7 +225,7 @@ const Chroma = {
       name: namespace,
     });
 
-    const knownDocuments = await DocumentVectors.where(`docId = '${docId}'`);
+    const knownDocuments = await DocumentVectors.where({ docId });
     if (knownDocuments.length === 0) return;
 
     const vectorIds = knownDocuments.map((doc) => doc.vectorId);
diff --git a/server/utils/vectorDbProviders/lance/index.js b/server/utils/vectorDbProviders/lance/index.js
index f87e35c34..77bd95f96 100644
--- a/server/utils/vectorDbProviders/lance/index.js
+++ b/server/utils/vectorDbProviders/lance/index.js
@@ -118,10 +118,11 @@ const LanceDb = {
 
     const { DocumentVectors } = require("../../../models/vectors");
     const table = await client.openTable(namespace);
-    const vectorIds = (await DocumentVectors.where(`docId = '${docId}'`)).map(
+    const vectorIds = (await DocumentVectors.where({ docId })).map(
       (record) => record.vectorId
     );
 
+    if (vectorIds.length === 0) return;
     await table.delete(`id IN (${vectorIds.map((v) => `'${v}'`).join(",")})`);
     return true;
   },
diff --git a/server/utils/vectorDbProviders/pinecone/index.js b/server/utils/vectorDbProviders/pinecone/index.js
index f5a4d2c76..7da4135ba 100644
--- a/server/utils/vectorDbProviders/pinecone/index.js
+++ b/server/utils/vectorDbProviders/pinecone/index.js
@@ -182,7 +182,7 @@ const Pinecone = {
     const { pineconeIndex } = await this.connect();
     if (!(await this.namespaceExists(pineconeIndex, namespace))) return;
 
-    const knownDocuments = await DocumentVectors.where(`docId = '${docId}'`);
+    const knownDocuments = await DocumentVectors.where({ docId });
     if (knownDocuments.length === 0) return;
 
     const vectorIds = knownDocuments.map((doc) => doc.vectorId);
diff --git a/server/utils/vectorDbProviders/qdrant/index.js b/server/utils/vectorDbProviders/qdrant/index.js
index e61a36888..81c5a5a4d 100644
--- a/server/utils/vectorDbProviders/qdrant/index.js
+++ b/server/utils/vectorDbProviders/qdrant/index.js
@@ -246,7 +246,7 @@ const QDrant = {
     const { client } = await this.connect();
     if (!(await this.namespaceExists(client, namespace))) return;
 
-    const knownDocuments = await DocumentVectors.where(`docId = '${docId}'`);
+    const knownDocuments = await DocumentVectors.where({ docId });
     if (knownDocuments.length === 0) return;
 
     const vectorIds = knownDocuments.map((doc) => doc.vectorId);
diff --git a/server/utils/vectorDbProviders/weaviate/index.js b/server/utils/vectorDbProviders/weaviate/index.js
index ea1849cba..0381214c4 100644
--- a/server/utils/vectorDbProviders/weaviate/index.js
+++ b/server/utils/vectorDbProviders/weaviate/index.js
@@ -316,7 +316,7 @@ const Weaviate = {
     const { client } = await this.connect();
     if (!(await this.namespaceExists(client, namespace))) return;
 
-    const knownDocuments = await DocumentVectors.where(`docId = '${docId}'`);
+    const knownDocuments = await DocumentVectors.where({ docId });
     if (knownDocuments.length === 0) return;
 
     for (const doc of knownDocuments) {
diff --git a/server/yarn.lock b/server/yarn.lock
index 3350ab37c..6eb89c2d5 100644
--- a/server/yarn.lock
+++ b/server/yarn.lock
@@ -173,6 +173,23 @@
   dependencies:
     cross-fetch "^3.1.5"
 
+"@prisma/client@5.3.0":
+  version "5.3.0"
+  resolved "https://registry.yarnpkg.com/@prisma/client/-/client-5.3.0.tgz#47f07e5639993cffcf1c740a144495410562f279"
+  integrity sha512-cduYBlwj6oBfAUx2OI5i7t3NlpVeOtkN7pAqv0cw0B6gs4y8cY1mr8ZYywja0NUCOCqEWDkcZWBTVBwm6mnRIw==
+  dependencies:
+    "@prisma/engines-version" "5.3.0-36.e90b936d84779543cbe0e494bc8b9d7337fad8e4"
+
+"@prisma/engines-version@5.3.0-36.e90b936d84779543cbe0e494bc8b9d7337fad8e4":
+  version "5.3.0-36.e90b936d84779543cbe0e494bc8b9d7337fad8e4"
+  resolved "https://registry.yarnpkg.com/@prisma/engines-version/-/engines-version-5.3.0-36.e90b936d84779543cbe0e494bc8b9d7337fad8e4.tgz#46ee2884e04cdba1163461ef856cec882d31c836"
+  integrity sha512-uftIog5FQ/OUR8Vb9TzpNBJ6L+zJnBgmd1A0uPJUzuvGMU32UmeyobpdXVzST5UprKryTdWOYXQFVyiQ2OU4Nw==
+
+"@prisma/engines@5.3.1":
+  version "5.3.1"
+  resolved "https://registry.yarnpkg.com/@prisma/engines/-/engines-5.3.1.tgz#53cc72a5ed176dc27d22305fe5569c64cc78b381"
+  integrity sha512-6QkILNyfeeN67BNEPEtkgh3Xo2tm6D7V+UhrkBbRHqKw9CTaz/vvTP/ROwYSP/3JT2MtIutZm/EnhxUiuOPVDA==
+
 "@qdrant/js-client-rest@^1.4.0":
   version "1.4.0"
   resolved "https://registry.yarnpkg.com/@qdrant/js-client-rest/-/js-client-rest-1.4.0.tgz#efd341a9a30b241e7e11f773b581b3102db1adc6"
@@ -2081,6 +2098,13 @@ prettier@^2.4.1:
   resolved "https://registry.yarnpkg.com/prettier/-/prettier-2.8.8.tgz#e8c5d7e98a4305ffe3de2e1fc4aca1a71c28b1da"
   integrity sha512-tdN8qQGvNjw4CHbY+XXk0JgCXn9QiF21a55rBe5LJAU+kDyC4WQn4+awm2Xfk2lQMk5fKup9XgzTZtGkjBdP9Q==
 
+prisma@^5.3.1:
+  version "5.3.1"
+  resolved "https://registry.yarnpkg.com/prisma/-/prisma-5.3.1.tgz#a0932c1c1a5ed4ff449d064b193d9c7e94e8bf77"
+  integrity sha512-Wp2msQIlMPHe+5k5Od6xnsI/WNG7UJGgFUJgqv/ygc7kOECZapcSz/iU4NIEzISs3H1W9sFLjAPbg/gOqqtB7A==
+  dependencies:
+    "@prisma/engines" "5.3.1"
+
 process-nextick-args@~2.0.0:
   version "2.0.1"
   resolved "https://registry.yarnpkg.com/process-nextick-args/-/process-nextick-args-2.0.1.tgz#7820d9b16120cc55ca9ae7792680ae7dba6d7fe2"
@@ -2385,11 +2409,6 @@ sqlite@^4.2.1:
   resolved "https://registry.yarnpkg.com/sqlite/-/sqlite-4.2.1.tgz#d4eedfd1ad702f79110792375f4241a90c75c828"
   integrity sha512-Tll0Ndvnwkuv5Hn6WIbh26rZiYQORuH1t5m/or9LUpSmDmmyFG89G9fKrSeugMPxwmEIXoVxqTun4LbizTs4uw==
 
-sqlstring-sqlite@^0.1.1:
-  version "0.1.1"
-  resolved "https://registry.yarnpkg.com/sqlstring-sqlite/-/sqlstring-sqlite-0.1.1.tgz#c8c61810663f2e59a6b0d737b70a8752bda3a078"
-  integrity sha512-9CAYUJ0lEUPYJrswqiqdINNSfq3jqWo/bFJ7tufdoNeSK0Fy+d1kFTxjqO9PIqza0Kri+ZtYMfPVf1aZaFOvrQ==
-
 ssri@^8.0.0, ssri@^8.0.1:
   version "8.0.1"
   resolved "https://registry.yarnpkg.com/ssri/-/ssri-8.0.1.tgz#638e4e439e2ffbd2cd289776d5ca457c4f51a2af"