diff --git a/package-lock.json b/package-lock.json
index e749503..c76b49c 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,34 +1,23 @@
 {
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-  "version": "0.2.4",
+  "version": "0.3.0",
   "lockfileVersion": 2,
   "requires": true,
   "packages": {
     "": {
       "name": "mgnify-sourmash-component",
-      "version": "0.2.3",
+      "version": "0.3.0",
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-        "sourmash": "0.11.0",
-        "split": "1.0.1",
-        "stream": "0.0.2",
-        "through2": "4.0.2",
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-        "webpack": "5.52.1",
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-        "webpack-dev-server": "4.2.0"
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+      "resolved": "https://registry.npmjs.org/@jridgewell/gen-mapping/-/gen-mapping-0.3.4.tgz",
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+    "node_modules/@jridgewell/set-array": {
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+      "resolved": "https://registry.npmjs.org/@jridgewell/set-array/-/set-array-1.1.2.tgz",
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+    "node_modules/@jridgewell/source-map": {
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+      "resolved": "https://registry.npmjs.org/@jridgewell/source-map/-/source-map-0.3.5.tgz",
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+    },
+    "node_modules/@jridgewell/trace-mapping": {
+      "version": "0.3.23",
+      "resolved": "https://registry.npmjs.org/@jridgewell/trace-mapping/-/trace-mapping-0.3.23.tgz",
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+      "dependencies": {
+        "@jridgewell/resolve-uri": "^3.1.0",
+        "@jridgewell/sourcemap-codec": "^1.4.14"
+      }
+    },
+    "node_modules/@leichtgewicht/ip-codec": {
+      "version": "2.0.4",
+      "resolved": "https://registry.npmjs.org/@leichtgewicht/ip-codec/-/ip-codec-2.0.4.tgz",
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+      "dev": true
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@@ -207,37 +254,90 @@
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+      "resolved": "https://registry.npmjs.org/@types/body-parser/-/body-parser-1.19.5.tgz",
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+      "dev": true,
+      "dependencies": {
+        "@types/connect": "*",
+        "@types/node": "*"
+      }
+    },
+    "node_modules/@types/bonjour": {
+      "version": "3.5.13",
+      "resolved": "https://registry.npmjs.org/@types/bonjour/-/bonjour-3.5.13.tgz",
+      "integrity": "sha512-z9fJ5Im06zvUL548KvYNecEVlA7cVDkGUi6kZusb04mpyEFKCIZJvloCcmpmLaIahDpOQGHaHmG6imtPMmPXGQ==",
+      "dev": true,
+      "dependencies": {
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+      }
+    },
+    "node_modules/@types/connect": {
+      "version": "3.4.38",
+      "resolved": "https://registry.npmjs.org/@types/connect/-/connect-3.4.38.tgz",
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+      "dev": true,
+      "dependencies": {
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+      }
+    },
+    "node_modules/@types/connect-history-api-fallback": {
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+      "resolved": "https://registry.npmjs.org/@types/connect-history-api-fallback/-/connect-history-api-fallback-1.5.4.tgz",
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       "dev": true,
       "dependencies": {
+        "@types/express-serve-static-core": "*",
         "@types/node": "*"
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     "node_modules/@types/eslint": {
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+    "node_modules/@types/express": {
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+      "resolved": "https://registry.npmjs.org/@types/express/-/express-4.17.21.tgz",
+      "integrity": "sha512-ejlPM315qwLpaQlQDTjPdsUFSc6ZsP4AN6AlWnogPjQ7CVi7PYF3YVz+CY3jE2pwYf7E/7HlDAN0rV2GxTG0HQ==",
+      "dev": true,
+      "dependencies": {
+        "@types/body-parser": "*",
+        "@types/express-serve-static-core": "^4.17.33",
+        "@types/qs": "*",
+        "@types/serve-static": "*"
+      }
+    },
+    "node_modules/@types/express-serve-static-core": {
+      "version": "4.17.43",
+      "resolved": "https://registry.npmjs.org/@types/express-serve-static-core/-/express-serve-static-core-4.17.43.tgz",
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+      "dependencies": {
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+        "@types/qs": "*",
+        "@types/range-parser": "*",
+        "@types/send": "*"
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     "node_modules/@types/html-minifier-terser": {
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@@ -245,19 +345,25 @@
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+    "node_modules/@types/http-errors": {
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+      "resolved": "https://registry.npmjs.org/@types/http-errors/-/http-errors-2.0.4.tgz",
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+      "resolved": "https://registry.npmjs.org/@types/http-proxy/-/http-proxy-1.17.14.tgz",
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@@ -265,31 +371,78 @@
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+      "dependencies": {
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@@ -11581,9 +11307,9 @@
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@@ -11644,9 +11370,9 @@
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@@ -11661,12 +11387,13 @@
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+      "integrity": "sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8=",
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@@ -11675,11 +11402,6 @@
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 }
diff --git a/package.json b/package.json
index 7ad227d..b19f3cb 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "mgnify-sourmash-component",
-  "version": "0.2.4",
+  "version": "0.3.0",
   "description": "A web component to select FastA file and generate sourmash signatures locally.",
   "module": "dist/mgnify-sourmash-component.js",
   "main": "dist/mgnify-sourmash-component.js",
@@ -24,8 +24,6 @@
   "author": "Gustavo A. Salazar",
   "license": "ISC",
   "devDependencies": {
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-    "@types/through2": "2.0.36",
     "@typescript-eslint/eslint-plugin": "4.31.0",
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@@ -37,25 +35,16 @@
     "prettier": "2.4.0",
     "ts-loader": "9.2.5",
     "typescript": "4.4.2",
-    "webpack": "5.52.1",
+    "webpack": "^5.90.3",
     "webpack-cli": "4.8.0",
-    "webpack-dev-server": "4.2.0"
+    "webpack-dev-server": "^4.15.1"
   },
   "dependencies": {
     "bl": "5.0.0",
-    "buffer": "6.0.3",
-    "buffer-from": "1.1.2",
-    "duplexify": "4.1.2",
-    "fastqstream": "0.1.0",
-    "filestream": "5.0.0",
     "lit": "2.0.0-rc.2",
     "lit-css-loader": "1.0.1",
     "process": "0.11.10",
-    "pumpify": "2.0.1",
-    "sourmash": "0.11.0",
-    "split": "1.0.1",
-    "stream": "0.0.2",
-    "through2": "4.0.2",
+    "sourmash": "0.13.1",
     "util": "0.12.4",
     "worker-loader": "3.0.8"
   }
diff --git a/src/custom.d.ts b/src/custom.d.ts
index 28a3593..7e481b3 100644
--- a/src/custom.d.ts
+++ b/src/custom.d.ts
@@ -4,15 +4,6 @@ declare module '*.css' {
   export default content;
 }
 
-interface Read {
-  // eslint-disable-next-line  @typescript-eslint/no-misused-new
-  new (file: File): Read;
-  reader: {
-    onprogress: (data: any) => void;
-  };
-  pipe: (f: () => any) => any;
-}
-
 interface KmerMinHashOptions {
   num: number;
   ksize: number;
@@ -24,20 +15,6 @@ interface KmerMinHashOptions {
   track_abundance: boolean;
 }
 
-type DataChunk = Uint8Array | Uint16Array | Uint32Array;
-
-declare module 'filestream' {
-  export const read: Read;
-}
-
-type SwapFuntion = (_: any, x?: any) => any;
-
-// declare module 'fasta-parser' {
-//   import { Stream } from 'stream';
-//   const Fasta: () => Stream;
-//   export default Fasta;
-// }
-
 declare module '*.worker.ts' {
   // You need to change `Worker`, if you specified a different value for the `workerType` option
   class WebpackWorker extends Worker {
diff --git a/src/fasta-parser/index.js b/src/fasta-parser/index.js
deleted file mode 100644
index cc9a0e3..0000000
--- a/src/fasta-parser/index.js
+++ /dev/null
@@ -1,53 +0,0 @@
-/* eslint-disable no-undef */
-
-// Minor adaption of https://www.npmjs.com/package/fasta-parser to replace tabs in headers
-import split from 'split';
-import through from 'through2';
-import pumpify from 'pumpify';
-import BufferList from 'bl';
-
-function parser() {
-  var cacheBuf;
-  var openID = new Buffer('{"id":"');
-  var closeIDOpenSeq = new Buffer('","seq":"');
-  var closeSeq = new Buffer('"}\n');
-  var stream = through(transform, flush);
-
-  return stream;
-
-  function transform(buf, enc, next) {
-    if (buf[0] === 62) {
-      // If line starts with '>', this is an ID
-      if (cacheBuf) {
-        // If a previous object is in cache, push it
-        cacheBuf.append(closeSeq);
-        this.push(cacheBuf.slice());
-      }
-      var id = buf
-        .toString()
-        .slice(1)
-        .trim()
-        .replace(/"/g, '\\"')
-        .replace(/\t/g, '\\"');
-      cacheBuf = new BufferList();
-      cacheBuf.append(openID);
-      cacheBuf.append(id);
-      cacheBuf.append(closeIDOpenSeq);
-    } else {
-      cacheBuf.append(buf);
-    }
-    next();
-  }
-
-  function flush() {
-    cacheBuf.append(closeSeq);
-    this.push(cacheBuf.slice());
-    this.push(null);
-  }
-}
-
-function fastaParser() {
-  return pumpify(split(), parser());
-}
-
-export default fastaParser;
diff --git a/src/index.ts b/src/index.ts
index a3bce63..d3c77dd 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -8,7 +8,7 @@ import style from './index.css';
 
 const worker = new Worker();
 
-const SUPPORTED_EXTENSIONS = ['.fa', '.fasta', '.fna'];
+const SUPPORTED_EXTENSIONS = ['.fa', '.fasta', '.fna', '.gz', '.fq', '.fastq'];
 @customElement('mgnify-sourmash-component')
 export class MGnifySourmash extends LitElement {
   @property({ type: Boolean, reflect: true })
diff --git a/src/peek-stream/index.js b/src/peek-stream/index.js
deleted file mode 100644
index cf3d586..0000000
--- a/src/peek-stream/index.js
+++ /dev/null
@@ -1,78 +0,0 @@
-/* eslint-disable no-undef */
-
-// Minor adaption of https://www.npmjs.com/package/peek-stream to only return the maxbuffer size
-import duplexify from 'duplexify';
-import through from 'through2';
-import bufferFrom from 'buffer-from';
-
-var isObject = function (data) {
-  return !Buffer.isBuffer(data) && typeof data !== 'string';
-};
-
-var peek = function (opts, onpeek) {
-  if (typeof opts === 'number') opts = { maxBuffer: opts };
-  if (typeof opts === 'function') return peek(null, opts);
-  if (!opts) opts = {};
-
-  var maxBuffer = typeof opts.maxBuffer === 'number' ? opts.maxBuffer : 65535;
-  var strict = opts.strict;
-  var newline = opts.newline !== false;
-
-  var buffer = [];
-  var bufferSize = 0;
-  var dup = duplexify.obj();
-
-  var peeker = through.obj({ highWaterMark: 1 }, function (data, enc, cb) {
-    if (isObject(data)) return ready(data, null, cb);
-    if (!Buffer.isBuffer(data)) data = bufferFrom(data);
-
-    if (newline) {
-      var nl = Array.prototype.indexOf.call(data, 10);
-      if (nl > 0 && data[nl - 1] === 13) nl--;
-
-      if (nl > -1) {
-        buffer.push(data.slice(0, nl));
-        return ready(Buffer.concat(buffer), data.slice(nl), cb);
-      }
-    }
-
-    buffer.push(data.slice(0, maxBuffer));
-    bufferSize += data.length;
-
-    if (bufferSize < maxBuffer) return cb();
-    if (strict) return cb(new Error('No newline found'));
-    ready(Buffer.concat(buffer), null, cb);
-  });
-
-  var onpreend = function () {
-    if (strict) return dup.destroy(new Error('No newline found'));
-    dup.cork();
-    ready(Buffer.concat(buffer), null, function (err) {
-      if (err) return dup.destroy(err);
-      dup.uncork();
-    });
-  };
-
-  var ready = function (data, overflow, cb) {
-    dup.removeListener('preend', onpreend);
-    onpeek(data, function (err, parser) {
-      if (err) return cb(err);
-
-      dup.setWritable(parser);
-      dup.setReadable(parser);
-
-      if (data) parser.write(data);
-      if (overflow) parser.write(overflow);
-
-      overflow = buffer = peeker = null; // free the data
-      cb();
-    });
-  };
-
-  dup.on('preend', onpreend);
-  dup.setWritable(peeker);
-
-  return dup;
-};
-
-export default peek;
diff --git a/src/sketcher.worker.ts b/src/sketcher.worker.ts
index 3318ed0..d02fb7f 100644
--- a/src/sketcher.worker.ts
+++ b/src/sketcher.worker.ts
@@ -1,133 +1,70 @@
 // eslint-disable-next-line @typescript-eslint/no-explicit-any
 const ctx: Worker = self as any;
 
-import { read as FileReadStream } from 'filestream';
-// TODO: To be replaced by parsing the fasta from inside sourmash
-import Fasta from './fasta-parser';
-
-// import peek from 'peek-stream';
-import peek from './peek-stream';
-import through from 'through2';
-import { obj as Pumpify } from 'pumpify';
-import { KmerMinHash as KmerMinHashType } from 'sourmash';
+import {
+  ComputeParameters as ComputeParametersType,
+  Signature as SignatureType,
+} from 'sourmash';
 
 // This needs to be a dynamic import to be able to use the wasm from inside sourmash
-let KmerMinHash: typeof KmerMinHashType = null;
-const smImport = import('sourmash').then(
-  (Sourmash) => (KmerMinHash = Sourmash.KmerMinHash)
-);
-
-export const isFASTA = (data: DataChunk) => data.toString().charAt(0) === '>';
-export const isDNASequence = (data: DataChunk) =>
-  (data.toString().split('\n')?.[1] || '').toUpperCase().match(/[^ATGCN]/) ===
-  null;
-
-function jsParse() {
-  // eslint-disable-next-line @typescript-eslint/no-explicit-any
-  function transform(obj: string | Buffer, _: any, next: () => void) {
-    const newObj = Buffer.isBuffer(obj) ? obj.toString() : obj;
-    this.push(JSON.parse(newObj));
-    next();
-  }
-  function flush() {
-    this.push(null);
-  }
-  const stream = through.obj(transform, flush);
-  return stream;
-}
-
-function FASTParser(is_protein: boolean) {
-  return peek(
-    {
-      maxBuffer: 500,
-      newline: false,
-    },
-    function (data: DataChunk, swap: SwapFuntion) {
-      if (isFASTA(data)) {
-        if (!is_protein && !isDNASequence(data)) {
-          swap(new Error('Only DNA sequences supported'));
-        }
-        return swap(null, new Pumpify(Fasta(), jsParse()));
-      }
-      swap(
-        new Error(
-          'There was a problem parsing this file. It might be of an unsupported format.'
-        )
-      );
-    }
-  );
-}
+let Signature: typeof SignatureType = null;
+let ComputeParameters: typeof ComputeParametersType = null;
+const smImport = import('sourmash').then((Sourmash) => {
+  Signature = Sourmash.Signature;
+  ComputeParameters = Sourmash.ComputeParameters;
+});
 
-function skecthFiles(files: File[], options: KmerMinHashOptions) {
+function sketchFiles(files: File[], options: KmerMinHashOptions) {
   for (const file of files) {
-    skecthFile(file, options);
+    sketchFile(file, options);
   }
 }
-async function skecthFile(file: File, options: KmerMinHashOptions) {
-  const reader = new FileReadStream(file);
 
-  const fileSize = file.size;
+async function sketchFile(file: File, options: KmerMinHashOptions) {
+  await Promise.all([smImport]);
 
-  let loadedFile = 0;
-  (reader.reader as FileReader).addEventListener(
-    'progress',
-    (data: ProgressEvent) => {
-      loadedFile += data.loaded;
-      ctx.postMessage({
-        type: 'progress:read',
-        filename: file.name,
-        progress: (loadedFile / fileSize) * 100,
-      });
-    }
-  );
+  const params = new ComputeParameters();
+  params.set_ksizes(new Uint32Array([options.ksize]));
+  params.set_scaled(options.scaled);
+  params.set_num(options.num);
+  params.set_protein(options.is_protein);
+  params.set_dayhoff(options.dayhoff);
+  params.set_hp(options.hp);
+  params.set_track_abundance(options.track_abundance);
+  params.set_seed(options.seed);
 
-  await Promise.all([smImport]);
-  const mh = new KmerMinHash(
-    options.num,
-    options.ksize,
-    options.is_protein,
-    options.dayhoff,
-    options.hp,
-    options.seed,
-    options.scaled,
-    options.track_abundance
-  );
-  const seqparser = FASTParser(options.is_protein);
+  const sig = new Signature(params);
+  const cb = function (progress: number) {
+    ctx.postMessage({
+      type: 'progress:read',
+      filename: file.name,
+      progress: progress * 100,
+    });
+  };
 
-  seqparser
-    .on('data', function (data: { seq: string }) {
-      mh.add_sequence_js(data.seq);
-    })
-    .on('error', (e: Error) => {
-      ctx.postMessage({
-        type: 'signature:error',
-        filename: file.name,
-        error: e.message,
-      });
-    })
-    .on('end', function () {
-      const jsonStr = `[{
-        "class":"sourmash_signature","email":"",
-        "hash_function":"0.murmur64",
-        "filename":"${file.name}",
-        "license":"CC0",
-        "signatures":[${mh.to_json()}],
-        "version":0.4
-      }]`;
-      ctx.postMessage({
-        type: 'signature:generated',
-        filename: file.name,
-        signature: jsonStr,
-      });
+  try {
+    sig.add_from_file(file, cb);
+  } catch (e) {
+    ctx.postMessage({
+      type: 'signature:error',
+      filename: file.name,
+      error: e.message,
     });
-  reader.pipe(seqparser);
+    return;
+  }
+
+  ctx.postMessage({
+    type: 'signature:generated',
+    filename: file.name,
+    signature: sig.to_json(),
+  });
 }
 
-export default skecthFiles;
+export default sketchFiles;
 
 // Respond to message from parent thread
 ctx.addEventListener('message', (event) => {
   if (event?.data?.files?.length) {
-    skecthFiles(event.data.files, event.data.options);
+    sketchFiles(event.data.files, event.data.options);
   }
 });