diff --git a/.github/workflows/build-test.yml b/.github/workflows/build-test.yml
index c1baa3b..f22ff52 100644
--- a/.github/workflows/build-test.yml
+++ b/.github/workflows/build-test.yml
@@ -1,4 +1,4 @@
-name: Build & Test with Bun
+name: Build & Test with Node.js
 
 on:
     push:
@@ -10,14 +10,15 @@ jobs:
   build-and-test:
     runs-on: ubuntu-latest
     steps:
-        - name: Checkout 
+        - name: Checkout
           uses: actions/checkout@v3 # Checkout repo
 
-        - name: Setup Bun
-          uses: oven-sh/setup-bun@v1 # Setup bun
+        - name: Setup Node.js
+          uses: actions/setup-node@v3 # Setup node
           with:
-            bun-version: latest
+            node-version: 20.x
+            cache: 'npm'
 
-        - run: bun i # Install dependencies
-        - run: bun run build # Build sources
-        - run: bun test # Run tests
\ No newline at end of file
+        - run: npm ci # Install dependencies
+        - run: npm run build # Build sources
+        - run: npm run test # Run tests
diff --git a/eslint.config.mjs b/eslint.config.mjs
index 9699e31..ac03840 100644
--- a/eslint.config.mjs
+++ b/eslint.config.mjs
@@ -11,7 +11,7 @@ const __dirname = path.dirname(__filename);
 const compat = new FlatCompat({
     baseDirectory: __dirname,
     recommendedConfig: js.configs.recommended,
-    allConfig: js.configs.all
+    allConfig: js.configs.all,
 });
 
 export default [{
@@ -38,4 +38,4 @@ export default [{
         semi: ["error", "always"],
         "@typescript-eslint/no-unused-vars": "warn",
     },
-}];
\ No newline at end of file
+}];
diff --git a/package-lock.json b/package-lock.json
index 4b1c616..12ab19a 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,12 +1,12 @@
 {
   "name": "@rdfc/sds-storage-writer-ts",
-  "version": "1.0.0-alpha.2",
+  "version": "1.0.0-alpha.6",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "@rdfc/sds-storage-writer-ts",
-      "version": "1.0.0-alpha.2",
+      "version": "1.0.0-alpha.6",
       "license": "MIT",
       "dependencies": {
         "@treecg/types": "^0.4.6",
@@ -15,18 +15,19 @@
         "n3": "^1.21.0",
         "rdf-canonize": "^4.0.1",
         "rdf-lens": "^1.3.0",
+        "redis": "^4.7.0",
         "winston": "^3.14.2"
       },
       "devDependencies": {
         "@ajuvercr/ts-transformer-inline-file": "^0.2.0",
         "@eslint/eslintrc": "^3.1.0",
         "@eslint/js": "^9.10.0",
-        "@jest/globals": "^29.7.0",
         "@rdfc/js-runner": "^1.0.0-alpha.0",
         "@types/n3": "^1.16.5",
         "@types/node": "^22.5.1",
         "@typescript-eslint/eslint-plugin": "^8.3.0",
         "@typescript-eslint/parser": "^8.3.0",
+        "@vitest/coverage-v8": "^2.1.1",
         "eslint": "^9.9.1",
         "eslint-config-prettier": "^9.1.0",
         "globals": "^15.9.0",
@@ -36,7 +37,8 @@
         "prettier": "^3.3.3",
         "ts-alias": "^0.0.7",
         "ts-patch": "^3.2.1",
-        "typescript": "^5.5.4"
+        "typescript": "^5.5.4",
+        "vitest": "^2.1.1"
       }
     },
     "node_modules/@ajuvercr/ts-transformer-inline-file": {
@@ -58,210 +60,6 @@
         "node": ">=6.0.0"
       }
     },
-    "node_modules/@babel/code-frame": {
-      "version": "7.24.7",
-      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.24.7.tgz",
-      "integrity": "sha512-BcYH1CVJBO9tvyIZ2jVeXgSIMvGZ2FDRvDdOIVQyuklNKSsx+eppDEBq/g47Ayw+RqNFE+URvOShmf+f/qwAlA==",
-      "dev": true,
-      "dependencies": {
-        "@babel/highlight": "^7.24.7",
-        "picocolors": "^1.0.0"
-      },
-      "engines": {
-        "node": ">=6.9.0"
-      }
-    },
-    "node_modules/@babel/compat-data": {
-      "version": "7.24.7",
-      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.24.7.tgz",
-      "integrity": "sha512-qJzAIcv03PyaWqxRgO4mSU3lihncDT296vnyuE2O8uA4w3UHWI4S3hgeZd1L8W1Bft40w9JxJ2b412iDUFFRhw==",
-      "dev": true,
-      "engines": {
-        "node": ">=6.9.0"
-      }
-    },
-    "node_modules/@babel/core": {
-      "version": "7.24.7",
-      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.24.7.tgz",
-      "integrity": "sha512-nykK+LEK86ahTkX/3TgauT0ikKoNCfKHEaZYTUVupJdTLzGNvrblu4u6fa7DhZONAltdf8e662t/abY8idrd/g==",
-      "dev": true,
-      "dependencies": {
-        "@ampproject/remapping": "^2.2.0",
-        "@babel/code-frame": "^7.24.7",
-        "@babel/generator": "^7.24.7",
-        "@babel/helper-compilation-targets": "^7.24.7",
-        "@babel/helper-module-transforms": "^7.24.7",
-        "@babel/helpers": "^7.24.7",
-        "@babel/parser": "^7.24.7",
-        "@babel/template": "^7.24.7",
-        "@babel/traverse": "^7.24.7",
-        "@babel/types": "^7.24.7",
-        "convert-source-map": "^2.0.0",
-        "debug": "^4.1.0",
-        "gensync": "^1.0.0-beta.2",
-        "json5": "^2.2.3",
-        "semver": "^6.3.1"
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-      "funding": {
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-        "@babel/helper-simple-access": "^7.24.7",
-        "@babel/helper-split-export-declaration": "^7.24.7",
-        "@babel/helper-validator-identifier": "^7.24.7"
-      },
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-      },
-      "peerDependencies": {
-        "@babel/core": "^7.0.0"
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-    "node_modules/@babel/helper-plugin-utils": {
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-      "resolved": "https://registry.npmjs.org/@babel/helper-simple-access/-/helper-simple-access-7.24.7.tgz",
-      "integrity": "sha512-zBAIvbCMh5Ts+b86r/CjU+4XGYIs+R1j951gxI3KmmxBMhCg4oQMsv6ZXQ64XOm/cvzfU1FmoCyt6+owc5QMYg==",
-      "dev": true,
-      "dependencies": {
-        "@babel/traverse": "^7.24.7",
-        "@babel/types": "^7.24.7"
-      },
-      "engines": {
-        "node": ">=6.9.0"
-      }
-    },
-    "node_modules/@babel/helper-split-export-declaration": {
-      "version": "7.24.7",
-      "resolved": "https://registry.npmjs.org/@babel/helper-split-export-declaration/-/helper-split-export-declaration-7.24.7.tgz",
-      "integrity": "sha512-oy5V7pD+UvfkEATUKvIjvIAH/xCzfsFVw7ygW2SI6NClZzquT+mwdTfgfdbUiceh6iQO0CHtCPsyze/MZ2YbAA==",
-      "dev": true,
-      "dependencies": {
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-      },
-      "engines": {
-        "node": ">=6.9.0"
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     "node_modules/@babel/helper-string-parser": {
       "version": "7.24.8",
       "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.24.8.tgz",
@@ -279,349 +77,19 @@
         "node": ">=6.9.0"
       }
     },
-    "node_modules/@babel/helper-validator-option": {
-      "version": "7.24.7",
-      "resolved": "https://registry.npmjs.org/@babel/helper-validator-option/-/helper-validator-option-7.24.7.tgz",
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-      "dev": true,
-      "engines": {
-        "node": ">=6.9.0"
-      }
-    },
-    "node_modules/@babel/helpers": {
-      "version": "7.24.7",
-      "resolved": "https://registry.npmjs.org/@babel/helpers/-/helpers-7.24.7.tgz",
-      "integrity": "sha512-NlmJJtvcw72yRJRcnCmGvSi+3jDEg8qFu3z0AFoymmzLx5ERVWyzd9kVXr7Th9/8yIJi2Zc6av4Tqz3wFs8QWg==",
-      "dev": true,
-      "dependencies": {
-        "@babel/template": "^7.24.7",
-        "@babel/types": "^7.24.7"
-      },
-      "engines": {
-        "node": ">=6.9.0"
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-      }
-    },
     "node_modules/webidl-conversions": {
       "version": "7.0.0",
       "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-7.0.0.tgz",
@@ -6725,6 +6522,53 @@
         "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
       }
     },
+    "node_modules/wrap-ansi-cjs": {
+      "name": "wrap-ansi",
+      "version": "7.0.0",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
+      "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==",
+      "dev": true,
+      "dependencies": {
+        "ansi-styles": "^4.0.0",
+        "string-width": "^4.1.0",
+        "strip-ansi": "^6.0.0"
+      },
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/emoji-regex": {
+      "version": "8.0.0",
+      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
+      "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==",
+      "dev": true
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/is-fullwidth-code-point": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/is-fullwidth-code-point/-/is-fullwidth-code-point-3.0.0.tgz",
+      "integrity": "sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg==",
+      "dev": true,
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/string-width": {
+      "version": "4.2.3",
+      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
+      "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
+      "dev": true,
+      "dependencies": {
+        "emoji-regex": "^8.0.0",
+        "is-fullwidth-code-point": "^3.0.0",
+        "strip-ansi": "^6.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
     "node_modules/wrap-ansi/node_modules/ansi-regex": {
       "version": "6.0.1",
       "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-6.0.1.tgz",
@@ -6769,25 +6613,6 @@
       "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
       "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ=="
     },
-    "node_modules/write-file-atomic": {
-      "version": "4.0.2",
-      "resolved": "https://registry.npmjs.org/write-file-atomic/-/write-file-atomic-4.0.2.tgz",
-      "integrity": "sha512-7KxauUdBmSdWnmpaGFg+ppNjKF8uNLry8LyzjauQDOVONfFLNKrKvQOxZ/VuTIcS/gge/YNahf5RIIQWTSarlg==",
-      "dev": true,
-      "dependencies": {
-        "imurmurhash": "^0.1.4",
-        "signal-exit": "^3.0.7"
-      },
-      "engines": {
-        "node": "^12.13.0 || ^14.15.0 || >=16.0.0"
-      }
-    },
-    "node_modules/write-file-atomic/node_modules/signal-exit": {
-      "version": "3.0.7",
-      "resolved": "https://registry.npmjs.org/signal-exit/-/signal-exit-3.0.7.tgz",
-      "integrity": "sha512-wnD2ZE+l+SPC/uoS0vXeE9L1+0wuaMqKlfz9AMUo38JsyLSBWSFcHR1Rri62LZc12vLr1gb3jl7iwQhgwpAbGQ==",
-      "dev": true
-    },
     "node_modules/ws": {
       "version": "8.18.0",
       "resolved": "https://registry.npmjs.org/ws/-/ws-8.18.0.tgz",
@@ -6809,12 +6634,6 @@
         }
       }
     },
-    "node_modules/yallist": {
-      "version": "3.1.1",
-      "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz",
-      "integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==",
-      "dev": true
-    },
     "node_modules/yaml": {
       "version": "2.5.0",
       "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.5.0.tgz",
@@ -6849,18 +6668,6 @@
       "engines": {
         "node": ">=6"
       }
-    },
-    "node_modules/yocto-queue": {
-      "version": "1.1.1",
-      "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-1.1.1.tgz",
-      "integrity": "sha512-b4JR1PFR10y1mKjhHY9LaGo6tmrgjit7hxVIeAmyMw3jegXR4dhYqLaQF5zMXZxY7tLpMyJeLjr1C4rLmkVe8g==",
-      "license": "MIT",
-      "engines": {
-        "node": ">=12.20"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/sindresorhus"
-      }
     }
   }
 }
diff --git a/package.json b/package.json
index 0d34884..4b85ad2 100644
--- a/package.json
+++ b/package.json
@@ -1,12 +1,12 @@
 {
   "name": "@rdfc/sds-storage-writer-ts",
-  "version": "1.0.0-alpha.3",
+  "version": "1.0.0-alpha.6",
   "description": "An RDF-Connect processor to write SDS streams into a given storage system",
   "type": "module",
   "main": "lib/index.js",
   "scripts": {
     "build": "tspc && tsc-alias",
-    "test": "bun test --timeout 30000",
+    "test": "vitest run --coverage --coverage.include src",
     "prepublishOnly": "tsc"
   },
   "files": [
@@ -23,19 +23,20 @@
   "author": "Arthur Vercruysse",
   "contributors": [
     "Julián Rojas",
-    "Pieter Colpaert"
+    "Pieter Colpaert",
+    "Ieben Smessaert"
   ],
   "license": "MIT",
   "devDependencies": {
     "@ajuvercr/ts-transformer-inline-file": "^0.2.0",
     "@eslint/eslintrc": "^3.1.0",
     "@eslint/js": "^9.10.0",
-    "@jest/globals": "^29.7.0",
     "@rdfc/js-runner": "^1.0.0-alpha.0",
     "@types/n3": "^1.16.5",
     "@types/node": "^22.5.1",
     "@typescript-eslint/eslint-plugin": "^8.3.0",
     "@typescript-eslint/parser": "^8.3.0",
+    "@vitest/coverage-v8": "^2.1.1",
     "eslint": "^9.9.1",
     "eslint-config-prettier": "^9.1.0",
     "globals": "^15.9.0",
@@ -45,7 +46,8 @@
     "prettier": "^3.3.3",
     "ts-alias": "^0.0.7",
     "ts-patch": "^3.2.1",
-    "typescript": "^5.5.4"
+    "typescript": "^5.5.4",
+    "vitest": "^2.1.1"
   },
   "dependencies": {
     "@treecg/types": "^0.4.6",
@@ -54,6 +56,7 @@
     "n3": "^1.21.0",
     "rdf-canonize": "^4.0.1",
     "rdf-lens": "^1.3.0",
+    "redis": "^4.7.0",
     "winston": "^3.14.2"
   }
 }
diff --git a/src/extractor.ts b/src/extractor.ts
index 0d2f813..703de80 100644
--- a/src/extractor.ts
+++ b/src/extractor.ts
@@ -11,11 +11,12 @@ export type Record = {
     stream: string;
     payload: string;
     buckets: string[];
+    dataless?: boolean;
 };
 
 export type Bucket = {
     id: string;
-    stream: string;
+    streamId: string;
     immutable?: boolean;
     root?: boolean;
     empty?: boolean;
diff --git a/src/index.ts b/src/index.ts
index 041b2de..625520f 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -1,22 +1,17 @@
 import type * as RDF from "@rdfjs/types";
 import { Stream } from "@rdfc/js-runner";
-import {
-    LDES,
-    Member,
-    PROV,
-    RDF as RDFT,
-    RelationType,
-    SDS,
-} from "@treecg/types";
-import { AnyBulkWriteOperation, Collection, MongoClient } from "mongodb";
+import { LDES, Member, PROV, RDF as RDFT, SDS } from "@treecg/types";
 import { DataFactory, Parser, Quad_Object, Writer } from "n3";
-import { env } from "process";
-import { TREEFragment } from "./fragmentHelper";
 import { getLoggerFor } from "./utils/logUtil";
 import { Extract, Extractor, RdfThing } from "./extractor";
 /* @ts-expect-error no type declaration available */
 import canonize from "rdf-canonize";
 import { Lock } from "async-await-mutex-lock";
+import {
+    getRepository,
+    IndexBulkOperations,
+    Repository,
+} from "./repositories/Repository";
 
 const logger = getLoggerFor("ingest");
 
@@ -83,99 +78,48 @@ export type DBConfig = {
 };
 
 const lock = new Lock();
+
 async function handleRecords(
     extract: Extract,
-    collection: Collection<DataRecord>,
-    operations: AnyBulkWriteOperation<TREEFragment>[],
+    repository: Repository,
+    operations: IndexBulkOperations,
 ) {
     const dataSer = new Writer().quadsToString(extract.getData());
 
     const records = extract.getRecords();
     // only set the data if the id does not exist
-    const bulkUpdate: AnyBulkWriteOperation<DataRecord>[] = records.map(
-        (rec) => ({
-            updateOne: {
-                filter: {
-                    id: rec.payload,
-                },
-                update: {
-                    $setOnInsert: {
-                        data: dataSer,
-                    },
-                },
-                upsert: true,
-            },
-        }),
-    );
+    const dataOperations = repository.prepareDataBulk();
 
-    await lock.acquire("memberCollection");
-    try {
-        await collection.bulkWrite(bulkUpdate);
-    } finally {
-        lock.release("memberCollection");
+    for (const rec of records) {
+        if (!rec.dataless) {
+            await repository.handleRecord(rec, dataSer, dataOperations);
+        }
     }
 
+    await repository.ingestDataBulk(dataOperations);
+
     // Add this payload as a member to the correct buckets
     for (const rec of records) {
         for (const bucket of rec.buckets) {
-            operations.push({
-                updateOne: {
-                    filter: {
-                        streamId: rec.stream,
-                        id: bucket,
-                    },
-                    update: {
-                        $addToSet: { members: rec.payload },
-                    },
-                    upsert: true,
-                },
-            });
+            await repository.handleMember(rec, bucket, operations);
         }
     }
 }
 
-function handleBuckets(
+async function handleBuckets(
     extract: Extract,
-    operations: AnyBulkWriteOperation<TREEFragment>[],
+    repository: Repository,
+    operations: IndexBulkOperations,
 ) {
     const buckets = extract.getBuckets();
 
     for (const bucket of buckets) {
-        const set: {
-            immutable?: boolean;
-            root?: boolean;
-            empty?: boolean;
-            members?: string[];
-        } = {};
-        if (bucket.root !== undefined) {
-            set.root = bucket.root;
-        }
-
-        if (bucket.empty !== undefined) {
-            set.empty = bucket.empty;
-            set.members = [];
-        }
-
-        if (bucket.immutable !== undefined) {
-            set.immutable = bucket.immutable;
-        }
-
-        operations.push({
-            updateOne: {
-                filter: {
-                    streamId: bucket.stream,
-                    id: bucket.id,
-                },
-                update: {
-                    $set: set,
-                },
-                upsert: true,
-            },
-        });
+        await repository.handleBucket(bucket, operations);
     }
 }
 
 const df = DataFactory;
+
 async function pathString(thing?: RdfThing): Promise<string | undefined> {
     if (!thing) {
         return;
@@ -195,7 +139,8 @@ async function pathString(thing?: RdfThing): Promise<string | undefined> {
 
 async function handleRelations(
     extract: Extract,
-    operations: AnyBulkWriteOperation<TREEFragment>[],
+    repository: Repository,
+    operations: IndexBulkOperations,
 ) {
     const relations = extract.getRelations();
 
@@ -203,31 +148,13 @@ async function handleRelations(
         const pathValue = await pathString(rel.path);
         const valueValue = await pathString(rel.value);
 
-        operations.push({
-            updateOne: {
-                filter: {
-                    streamId: rel.stream,
-                    id: rel.origin,
-                },
-                update: {
-                    $addToSet: {
-                        relations: {
-                            bucket: rel.bucket,
-                            path: pathValue,
-                            type: rel.type,
-                            value: valueValue,
-                        },
-                    },
-                },
-                upsert: true,
-            },
-        });
+        await repository.handleRelation(rel, pathValue, valueValue, operations);
     }
 }
 
 async function setup_metadata(
     metadata: Stream<string | RDF.Quad[]>,
-    metaCollection: Collection,
+    repository: Repository,
     setTimestamp: (stream: string, value: string) => void,
     onClose: () => void,
 ) {
@@ -238,17 +165,8 @@ async function setup_metadata(
         return onClose();
     });
 
-    const dbFragmentations: Member[] = await metaCollection
-        .find({
-            type: "fragmentation",
-        })
-        .map((entry) => {
-            return {
-                id: entry.id,
-                quads: new Parser().parse(entry.value),
-            };
-        })
-        .toArray();
+    const dbFragmentations: Member[] =
+        await repository.findMetadataFragmentations();
 
     logger.debug(
         `[setup_metadata] Found ${dbFragmentations.length} fragmentations (${dbFragmentations.map(
@@ -260,7 +178,7 @@ async function setup_metadata(
         meta = maybe_parse(meta);
         if (!ingestMetadata) {
             logger.error(
-                "[setup_metadata] Cannot handle metadata, mongo is closed",
+                "[setup_metadata] Cannot handle metadata, repository is closed",
             );
             return;
         }
@@ -300,16 +218,7 @@ async function setup_metadata(
 
             const ser = new Writer().quadsToString(streamMember);
 
-            await lock.acquire("metaCollection");
-            try {
-                await metaCollection.updateOne(
-                    { type: SDS.Stream, id: streamId.value },
-                    { $set: { value: ser } },
-                    { upsert: true },
-                );
-            } finally {
-                lock.release("metaCollection");
-            }
+            await repository.ingestMetadata(SDS.Stream, streamId.value, ser);
         }
     };
 
@@ -325,12 +234,8 @@ export async function ingest(
     metadata: Stream<string | RDF.Quad[]>,
     database: DBConfig,
 ) {
-    const url =
-        database.url || env.DB_CONN_STRING || "mongodb://localhost:27017/ldes";
-    const mongo = await new MongoClient(url).connect();
-    const db = mongo.db();
-
-    logger.debug(`Connected to ${url}`);
+    const repository = getRepository(database);
+    await repository.open();
 
     const streamTimestampPaths: { [streamId: string]: string } = {};
 
@@ -338,38 +243,35 @@ export async function ingest(
     let ingestData = true;
     let closed = false;
 
-    const closeMongo = () => {
+    const closeRepository = () => {
         if (!ingestMetadata && !ingestData && !closed) {
-            logger.info("Closing MongoDB client connection");
+            logger.info("Closing repository client connection");
             closed = true;
-            return mongo.close();
+            return repository.close();
         }
     };
 
-    data.on("end", () => {
+    data.on("end", async () => {
         ingestData = false;
-        return closeMongo();
+        return await closeRepository();
     });
 
     await setup_metadata(
         metadata,
-        db.collection(database.metadata),
+        repository,
         (k, v) => (streamTimestampPaths[k] = v),
-        closeMongo,
+        closeRepository,
     );
     logger.debug("Attached metadata handler");
 
-    const memberCollection = db.collection<DataRecord>(database.data);
-    await memberCollection.createIndex({ id: 1 });
-    const indexCollection = db.collection<TREEFragment>(database.index);
-    await indexCollection.createIndex({ streamId: 1, id: 1 });
+    await repository.createIndices();
 
     const extractor = new Extractor();
 
     data.data(async (input: RDF.Quad[] | string) => {
         const data = maybe_parse(input);
         if (!ingestData) {
-            logger.error("Cannot handle data, mongo is closed");
+            logger.error("Cannot handle data, repository is closed");
             return;
         }
         logger.debug(
@@ -377,18 +279,14 @@ export async function ingest(
         );
 
         const extract = extractor.extract_quads(data);
-        const indexOperations: AnyBulkWriteOperation<TREEFragment>[] = [];
+        const indexOperations: IndexBulkOperations =
+            repository.prepareIndexBulk();
 
-        await handleRecords(extract, memberCollection, indexOperations);
-        handleBuckets(extract, indexOperations);
-        await handleRelations(extract, indexOperations);
+        await handleRecords(extract, repository, indexOperations);
+        await handleRelations(extract, repository, indexOperations);
+        await handleBuckets(extract, repository, indexOperations);
 
-        await lock.acquire("indexCollection");
-        try {
-            await indexCollection.bulkWrite(indexOperations);
-        } finally {
-            lock.release("indexCollection");
-        }
+        await repository.ingestIndexBulk(indexOperations);
     });
 
     logger.debug("Attached data handler");
diff --git a/src/repositories/MongoDBRepository.ts b/src/repositories/MongoDBRepository.ts
new file mode 100644
index 0000000..5058861
--- /dev/null
+++ b/src/repositories/MongoDBRepository.ts
@@ -0,0 +1,197 @@
+import { Repository } from "./Repository";
+import { AnyBulkWriteOperation, Db, MongoClient } from "mongodb";
+import { getLoggerFor } from "../utils/logUtil";
+import { Lock } from "async-await-mutex-lock";
+import { Member } from "@treecg/types";
+import { Parser } from "n3";
+import { TREEFragment } from "../fragmentHelper";
+import { DataRecord } from "../index";
+import { Bucket, Record, Relation } from "../extractor";
+
+export class MongoDBRepository implements Repository {
+    protected url: string;
+    protected metadata: string;
+    protected data: string;
+    protected index: string;
+
+    protected client: MongoClient;
+    protected db: Db;
+
+    protected logger = getLoggerFor(this);
+    protected lock = new Lock();
+
+    constructor(url: string, metadata: string, data: string, index: string) {
+        this.url = url;
+        this.metadata = metadata;
+        this.data = data;
+        this.index = index;
+    }
+
+    async open(): Promise<void> {
+        this.client = await new MongoClient(this.url).connect();
+        this.db = this.client.db();
+
+        this.logger.debug(`Connected to ${this.url}`);
+    }
+
+    async close(): Promise<void> {
+        await this.client.close();
+
+        this.logger.debug(`Closed connection to ${this.url}`);
+    }
+
+    async ingestMetadata(
+        type: string,
+        id: string,
+        value: string,
+    ): Promise<void> {
+        await this.lock.acquire("metaMongoDB");
+        try {
+            await this.db
+                .collection(this.metadata)
+                .updateOne({ type, id }, { $set: { value } }, { upsert: true });
+        } finally {
+            this.lock.release("metaMongoDB");
+        }
+    }
+
+    async findMetadataFragmentations(): Promise<Member[]> {
+        return await this.db
+            .collection(this.metadata)
+            .find({
+                type: "fragmentation",
+            })
+            .map((entry) => {
+                return {
+                    id: entry.id,
+                    quads: new Parser().parse(entry.value),
+                };
+            })
+            .toArray();
+    }
+
+    async createIndices(): Promise<void> {
+        await this.db.collection(this.data).createIndex({ id: 1 });
+        await this.db
+            .collection(this.index)
+            .createIndex({ streamId: 1, id: 1 });
+    }
+
+    prepareDataBulk(): AnyBulkWriteOperation<DataRecord>[] {
+        return [];
+    }
+
+    async ingestDataBulk(
+        bulk: AnyBulkWriteOperation<DataRecord>[],
+    ): Promise<void> {
+        await this.lock.acquire("dataMongoDB");
+        try {
+            await this.db.collection<DataRecord>(this.data).bulkWrite(bulk);
+        } finally {
+            this.lock.release("dataMongoDB");
+        }
+    }
+
+    async handleRecord(
+        record: Record,
+        data: string,
+        bulk: AnyBulkWriteOperation<DataRecord>[],
+    ): Promise<void> {
+        bulk.push({
+            updateOne: {
+                filter: {
+                    id: record.payload,
+                },
+                update: {
+                    $setOnInsert: {
+                        data: data,
+                    },
+                },
+                upsert: true,
+            },
+        });
+    }
+
+    prepareIndexBulk(): AnyBulkWriteOperation<TREEFragment>[] {
+        return [];
+    }
+
+    async ingestIndexBulk(
+        bulk: AnyBulkWriteOperation<TREEFragment>[],
+    ): Promise<void> {
+        await this.lock.acquire("indexMongoDB");
+        try {
+            await this.db.collection<TREEFragment>(this.index).bulkWrite(bulk);
+        } finally {
+            this.lock.release("indexMongoDB");
+        }
+    }
+
+    async handleMember(
+        record: Record,
+        bucket: string,
+        bulk: AnyBulkWriteOperation<TREEFragment>[],
+    ): Promise<void> {
+        bulk.push({
+            updateOne: {
+                filter: {
+                    streamId: record.stream,
+                    id: bucket,
+                },
+                update: {
+                    $addToSet: { members: record.payload },
+                },
+                upsert: true,
+            },
+        });
+    }
+
+    async handleBucket(
+        bucket: Bucket,
+        bulk: AnyBulkWriteOperation<TREEFragment>[],
+    ): Promise<void> {
+        if (bucket.empty) {
+            (bucket as TREEFragment).members = [];
+            delete bucket.empty;
+        }
+        bulk.push({
+            updateOne: {
+                filter: {
+                    streamId: bucket.streamId,
+                    id: bucket.id,
+                },
+                update: {
+                    $set: bucket,
+                },
+                upsert: true,
+            },
+        });
+    }
+
+    async handleRelation(
+        relation: Relation,
+        path: string | undefined,
+        value: string | undefined,
+        bulk: AnyBulkWriteOperation<TREEFragment>[],
+    ): Promise<void> {
+        bulk.push({
+            updateOne: {
+                filter: {
+                    streamId: relation.stream,
+                    id: relation.origin,
+                },
+                update: {
+                    $addToSet: {
+                        relations: {
+                            bucket: relation.bucket,
+                            path: path,
+                            type: relation.type,
+                            value: value,
+                        },
+                    },
+                },
+                upsert: true,
+            },
+        });
+    }
+}
diff --git a/src/repositories/RedisRepository.ts b/src/repositories/RedisRepository.ts
new file mode 100644
index 0000000..30845d8
--- /dev/null
+++ b/src/repositories/RedisRepository.ts
@@ -0,0 +1,163 @@
+import { Repository } from "./Repository";
+import { getLoggerFor } from "../utils/logUtil";
+import { Lock } from "async-await-mutex-lock";
+import { createClient, RedisClientType } from "redis";
+import { Member } from "@treecg/types";
+import { DataFactory, Parser } from "n3";
+import { Bucket, Record, Relation } from "../extractor";
+import namedNode = DataFactory.namedNode;
+
+export class RedisRepository implements Repository {
+    protected url: string;
+    protected metadata: string;
+    protected data: string;
+    protected index: string;
+
+    protected client: RedisClientType;
+
+    protected logger = getLoggerFor(this);
+    protected lock = new Lock();
+
+    constructor(url: string, metadata: string, data: string, index: string) {
+        this.url = url;
+        this.metadata = metadata;
+        this.data = data;
+        this.index = index;
+    }
+
+    async open(): Promise<void> {
+        this.client = createClient({ url: this.url });
+        await this.client.connect();
+
+        this.logger.debug(`Connected to ${this.url}`);
+    }
+
+    async close(): Promise<void> {
+        await this.client.disconnect();
+
+        this.logger.debug(`Closed connection to ${this.url}`);
+    }
+
+    async ingestMetadata(
+        type: string,
+        id: string,
+        value: string,
+    ): Promise<void> {
+        await this.lock.acquire("metaRedis");
+        try {
+            await this.client.set(
+                `${this.metadata}:${encodeURIComponent(type)}:${encodeURIComponent(id)}`,
+                value,
+            );
+        } finally {
+            this.lock.release("metaRedis");
+        }
+    }
+
+    async findMetadataFragmentations(): Promise<Member[]> {
+        const keys = await this.client.keys(`${this.metadata}:fragmentation:*`);
+        if (keys.length === 0) {
+            return [];
+        }
+        const entries = await this.client.mGet(keys);
+
+        return entries.map((entry, i) => {
+            const key = keys[i].split(":");
+            return {
+                id: namedNode(encodeURIComponent(key[2])),
+                quads: new Parser().parse(entry!),
+            };
+        });
+    }
+
+    async createIndices(): Promise<void> {
+        // Empty
+    }
+
+    prepareDataBulk(): Promise<string | null>[] {
+        return [];
+    }
+
+    async ingestDataBulk(bulk: Promise<string | null>[]): Promise<void> {
+        await Promise.all(bulk);
+    }
+
+    async handleRecord(
+        record: Record,
+        data: string,
+        bulk: Promise<string | null>[],
+    ): Promise<void> {
+        bulk.push(
+            this.client.set(
+                `${this.data}:${encodeURIComponent(record.payload)}`,
+                data,
+            ),
+        );
+    }
+
+    prepareIndexBulk(): Promise<string | number | null>[] {
+        return [];
+    }
+
+    async ingestIndexBulk(
+        bulk: Promise<string | number | null>[],
+    ): Promise<void> {
+        await Promise.all(bulk);
+    }
+
+    async handleMember(
+        record: Record,
+        bucket: string,
+        bulk: Promise<string | number | null>[],
+    ): Promise<void> {
+        bulk.push(
+            this.client.sAdd(
+                `${this.index}:${encodeURIComponent(record.stream)}:${encodeURIComponent(bucket)}:members`,
+                record.payload,
+            ),
+        );
+    }
+
+    async handleBucket(
+        bucket: Bucket,
+        bulk: Promise<string | number | null>[],
+    ): Promise<void> {
+        // If bucket contains `empty`, remove the members set
+        if (bucket.empty) {
+            bulk.push(
+                this.client.del(
+                    `${this.index}:${encodeURIComponent(bucket.streamId)}:${encodeURIComponent(bucket.id)}:members`,
+                ),
+            );
+        }
+
+        bulk.push(
+            this.client.json.set(
+                `${this.index}:${encodeURIComponent(bucket.streamId)}:${encodeURIComponent(bucket.id)}`,
+                ".",
+                bucket,
+            ),
+        );
+    }
+
+    async handleRelation(
+        relation: Relation,
+        path: string | undefined,
+        value: string | undefined,
+        bulk: Promise<string | number | null>[],
+    ): Promise<void> {
+        bulk.push(
+            this.client.sAdd(
+                `${this.index}:${encodeURIComponent(relation.stream)}:${encodeURIComponent(relation.origin)}:relations`,
+                JSON.stringify({
+                    type: relation.type,
+                    stream: relation.stream,
+                    origin: relation.origin,
+                    bucket: relation.bucket,
+                    path: path,
+                    value: value,
+                }),
+            ),
+        );
+    }
+}
diff --git a/src/repositories/Repository.ts b/src/repositories/Repository.ts
new file mode 100644
index 0000000..3577651
--- /dev/null
+++ b/src/repositories/Repository.ts
@@ -0,0 +1,83 @@
+import { DataRecord, DBConfig } from "../index";
+import { env } from "process";
+import { MongoDBRepository } from "./MongoDBRepository";
+import { Member } from "@treecg/types";
+import { AnyBulkWriteOperation } from "mongodb";
+import { TREEFragment } from "../fragmentHelper";
+import { Bucket, Record, Relation } from "../extractor";
+import { RedisRepository } from "./RedisRepository";
+
+export type DataBulkOperations =
+    | AnyBulkWriteOperation<DataRecord>[]
+    | Promise<string | null>[];
+
+export type IndexBulkOperations =
+    | AnyBulkWriteOperation<TREEFragment>[]
+    | Promise<string | number | null>[];
+
+export interface Repository {
+    open(): Promise<void>;
+
+    close(): Promise<void>;
+
+    ingestMetadata(type: string, id: string, value: string): Promise<void>;
+
+    findMetadataFragmentations(): Promise<Member[]>;
+
+    createIndices(): Promise<void>;
+
+    prepareDataBulk(): DataBulkOperations;
+
+    ingestDataBulk(bulk: DataBulkOperations): Promise<void>;
+
+    handleRecord(
+        record: Record,
+        data: string,
+        bulk: DataBulkOperations,
+    ): Promise<void>;
+
+    prepareIndexBulk(): IndexBulkOperations;
+
+    ingestIndexBulk(bulk: IndexBulkOperations): Promise<void>;
+
+    handleMember(
+        record: Record,
+        bucket: string,
+        bulk: IndexBulkOperations,
+    ): Promise<void>;
+
+    handleBucket(
+        bucket: Bucket,
+        bulk: IndexBulkOperations,
+    ): Promise<void>;
+
+    handleRelation(
+        relation: Relation,
+        path: string | undefined,
+        value: string | undefined,
+        bulk: IndexBulkOperations,
+    ): Promise<void>;
+}
+
+export function getRepository(dbConfig: DBConfig): Repository {
+    const url =
+        dbConfig.url || env.DB_CONN_STRING || "mongodb://localhost:27017/ldes";
+
+    if (url.startsWith("mongodb")) {
+        return new MongoDBRepository(
+            url,
+            dbConfig.metadata,
+            dbConfig.data,
+            dbConfig.index,
+        );
+    } else if (url.startsWith("redis")) {
+        return new RedisRepository(
+            url,
+            dbConfig.metadata,
+            dbConfig.data,
+            dbConfig.index,
+        );
+    } else {
+        throw new Error("Unknown database type");
+    }
+}
diff --git a/src/shape.ttl b/src/shape.ttl
index 473fd7c..ff33d7e 100644
--- a/src/shape.ttl
+++ b/src/shape.ttl
@@ -24,6 +24,12 @@
     sh:name "buckets";
     sh:path sds:bucket;
     sh:datatype xsd:string;
+  ], [
+    sh:name "dataless";
+    sh:path sds:dataless;
+    sh:datatype xsd:boolean;
+    sh:minCount 0;
+    sh:maxCount 1;
   ].
 
 [ ] a sh:NodeShape;
@@ -35,7 +41,7 @@
     sh:minCount 1;
     sh:maxCount 1;
   ], [
-    sh:name "stream";
+    sh:name "streamId";
     sh:path sds:stream;
     sh:datatype xsd:string;
     sh:minCount 1;
diff --git a/test/extractor.test.ts b/test/extractor.test.ts
index a80839a..890a2ab 100644
--- a/test/extractor.test.ts
+++ b/test/extractor.test.ts
@@ -1,4 +1,4 @@
-import { describe, expect, test } from "@jest/globals";
+import { describe, expect, test } from "vitest";
 import { Extractor } from "../lib/extractor";
 
 describe("SDS storage writer tests", () => {
@@ -107,7 +107,7 @@ _:n3-26 <http://www.w3.org/1999/02/22-rdf-syntax-ns#first> <http://qudt.org/1.1/
 
         const buckets = extract.getBuckets();
         expect(buckets.length).toBe(4);
-        expect(buckets.map((x) => x.stream)).toEqual([
+        expect(buckets.map((x) => x.streamId)).toEqual([
             "https://example.org/ns#",
             "https://example.org/ns#",
             "https://example.org/ns#",
diff --git a/test/processor.test.ts b/test/processor.test.ts
index 79236cd..4eebe3c 100644
--- a/test/processor.test.ts
+++ b/test/processor.test.ts
@@ -1,4 +1,4 @@
-import { describe, expect, test } from "@jest/globals";
+import { describe, expect, test } from "vitest";
 import { extractProcessors, extractSteps, Source } from "@rdfc/js-runner";
 const prefixes = `
 @prefix js: <https://w3id.org/conn/js#>.