diff --git a/backend/routers/exercises.py b/backend/routers/exercises.py
index 78c3f9a..70b6642 100644
--- a/backend/routers/exercises.py
+++ b/backend/routers/exercises.py
@@ -432,15 +432,54 @@ def assign_exercise_relations(cur, conn, exercise_id: int, data: dict):
 # Endpoints
 # ============================================================================
 
+def _merge_ids(multi: list[int], single: Optional[int]) -> list[int]:
+    """Liste aus wiederholten Query-Parametern plus optional einem Legacy-Einzelfilter (ohne Duplikate)."""
+    seen: set[int] = set()
+    out: list[int] = []
+    for x in list(multi or []):
+        xi = int(x)
+        if xi not in seen:
+            seen.add(xi)
+            out.append(xi)
+    if single is not None:
+        xi = int(single)
+        if xi not in seen:
+            out.append(xi)
+    return out
+
+
+def _merge_str_any(multi: list[str], single: Optional[str]) -> list[str]:
+    seen = set()
+    out = []
+    for x in list(multi or []):
+        s = str(x).strip()
+        if not s or s in seen:
+            continue
+        seen.add(s)
+        out.append(s)
+    if single is not None and str(single).strip():
+        s = str(single).strip()
+        if s not in seen:
+            out.append(s)
+    return out
+
+
 @router.get("/exercises")
 def list_exercises(
-    focus_area: Optional[int] = Query(default=None),
-    visibility: Optional[str] = Query(default=None),
-    status: Optional[str] = Query(default=None),
-    skill_id: Optional[int] = Query(default=None),
-    style_direction_id: Optional[int] = Query(default=None),
-    training_type_id: Optional[int] = Query(default=None),
-    target_group_id: Optional[int] = Query(default=None),
+    focus_area_ids: list[int] = Query(default=[], description="ODER: mind. einer dieser Fokusbereiche"),
+    focus_area: Optional[int] = Query(default=None, description="Einzel-ID (Legacy), wird mit focus_area_ids kombiniert"),
+    visibility_any: list[str] = Query(default=[], description="ODER: eine dieser Sichtbarkeiten"),
+    visibility: Optional[str] = Query(default=None, description="Einzel (Legacy)"),
+    status_any: list[str] = Query(default=[], description="ODER: einer dieser Statuswerte"),
+    status: Optional[str] = Query(default=None, description="Einzel (Legacy)"),
+    skill_ids: list[int] = Query(default=[], description="ODER: mind. eine dieser Fähigkeiten"),
+    skill_id: Optional[int] = Query(default=None, description="Einzel (Legacy)"),
+    style_direction_ids: list[int] = Query(default=[], description="ODER: mind. eine Stilrichtung"),
+    style_direction_id: Optional[int] = Query(default=None, description="Einzel (Legacy)"),
+    training_type_ids: list[int] = Query(default=[], description="ODER: mind. ein Trainingsstil"),
+    training_type_id: Optional[int] = Query(default=None, description="Einzel (Legacy)"),
+    target_group_ids: list[int] = Query(default=[], description="ODER: mind. eine Zielgruppe"),
+    target_group_id: Optional[int] = Query(default=None, description="Einzel (Legacy)"),
     skill_min_level: Optional[int] = Query(default=None, ge=1, le=5),
     skill_max_level: Optional[int] = Query(default=None, ge=1, le=5),
     search: Optional[str] = Query(default=None),
@@ -469,44 +508,60 @@ def list_exercises(
         where.append("(e.visibility = 'official' OR e.visibility = 'club' OR e.created_by = %s)")
         params.append(profile_id)
 
-        if visibility:
-            where.append("e.visibility = %s")
-            params.append(visibility)
+        vis_list = _merge_str_any(visibility_any, visibility)
+        if vis_list:
+            ph = ",".join(["%s"] * len(vis_list))
+            where.append(f"e.visibility IN ({ph})")
+            params.extend(vis_list)
 
-        if status:
-            where.append("e.status = %s")
-            params.append(status)
+        st_list = _merge_str_any(status_any, status)
+        if st_list:
+            ph = ",".join(["%s"] * len(st_list))
+            where.append(f"e.status IN ({ph})")
+            params.extend(st_list)
 
-        # Focus Area Filter (M:N Join)
-        if focus_area:
-            where.append("EXISTS (SELECT 1 FROM exercise_focus_areas efa WHERE efa.exercise_id = e.id AND efa.focus_area_id = %s)")
-            params.append(focus_area)
+        fa_ids = _merge_ids(focus_area_ids, focus_area)
+        if fa_ids:
+            ph = ",".join(["%s"] * len(fa_ids))
+            where.append(
+                f"EXISTS (SELECT 1 FROM exercise_focus_areas efa WHERE efa.exercise_id = e.id AND efa.focus_area_id IN ({ph}))"
+            )
+            params.extend(fa_ids)
 
-        # Skill Filter (M:N Join)
-        if skill_id:
-            where.append("EXISTS (SELECT 1 FROM exercise_skills es WHERE es.exercise_id = e.id AND es.skill_id = %s)")
-            params.append(skill_id)
+        sk_ids = _merge_ids(skill_ids, skill_id)
+        if sk_ids:
+            ph = ",".join(["%s"] * len(sk_ids))
+            where.append(
+                f"EXISTS (SELECT 1 FROM exercise_skills es WHERE es.exercise_id = e.id AND es.skill_id IN ({ph}))"
+            )
+            params.extend(sk_ids)
 
-        if style_direction_id:
+        sd_ids = _merge_ids(style_direction_ids, style_direction_id)
+        if sd_ids:
+            ph = ",".join(["%s"] * len(sd_ids))
             where.append(
                 "EXISTS (SELECT 1 FROM exercise_style_directions esd "
-                "WHERE esd.exercise_id = e.id AND esd.style_direction_id = %s)"
+                f"WHERE esd.exercise_id = e.id AND esd.style_direction_id IN ({ph}))"
             )
-            params.append(style_direction_id)
+            params.extend(sd_ids)
 
-        if training_type_id:
+        tt_ids = _merge_ids(training_type_ids, training_type_id)
+        if tt_ids:
+            ph = ",".join(["%s"] * len(tt_ids))
             where.append(
                 "EXISTS (SELECT 1 FROM exercise_training_types ett "
-                "WHERE ett.exercise_id = e.id AND ett.training_type_id = %s)"
+                f"WHERE ett.exercise_id = e.id AND ett.training_type_id IN ({ph}))"
             )
-            params.append(training_type_id)
+            params.extend(tt_ids)
 
-        if target_group_id:
+        tg_ids = _merge_ids(target_group_ids, target_group_id)
+        if tg_ids:
+            ph = ",".join(["%s"] * len(tg_ids))
             where.append(
                 "EXISTS (SELECT 1 FROM exercise_target_groups etg "
-                "WHERE etg.exercise_id = e.id AND etg.target_group_id = %s)"
+                f"WHERE etg.exercise_id = e.id AND etg.target_group_id IN ({ph}))"
             )
-            params.append(target_group_id)
+            params.extend(tg_ids)
 
         if skill_min_level is not None or skill_max_level is not None:
             lo = skill_min_level if skill_min_level is not None else 1
diff --git a/frontend/src/app.css b/frontend/src/app.css
index 8b1ee08..5b59d53 100644
--- a/frontend/src/app.css
+++ b/frontend/src/app.css
@@ -2360,8 +2360,8 @@ a.analysis-split__nav-item {
 
 .exercise-filters-compact {
   display: grid;
-  grid-template-columns: repeat(auto-fit, minmax(140px, 1fr));
-  gap: 8px;
+  grid-template-columns: repeat(auto-fit, minmax(220px, 1fr));
+  gap: 10px;
   margin-bottom: 12px;
 }
 .exercise-filters-compact .form-label {
@@ -2373,6 +2373,98 @@ a.analysis-split__nav-item {
   font-size: 14px;
 }
 
+.multiselect-combo {
+  position: relative;
+  width: 100%;
+}
+.multiselect-combo__chips {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 6px;
+  margin-bottom: 6px;
+  min-height: 0;
+}
+.multiselect-combo__chip {
+  display: inline-flex;
+  align-items: center;
+  gap: 6px;
+  max-width: 100%;
+  padding: 4px 8px;
+  border-radius: 999px;
+  border: 1px solid var(--border);
+  background: var(--accent-light);
+  color: var(--accent-dark);
+  font-size: 12px;
+  cursor: pointer;
+  font-family: inherit;
+}
+.multiselect-combo__chip span:first-child {
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+.multiselect-combo__chip-x {
+  opacity: 0.8;
+  font-weight: 700;
+  line-height: 1;
+}
+.multiselect-combo__field {
+  display: flex;
+  gap: 6px;
+  align-items: stretch;
+}
+.multiselect-combo__input {
+  flex: 1;
+  min-width: 0;
+}
+.multiselect-combo__browse {
+  flex-shrink: 0;
+  padding-left: 10px;
+  padding-right: 10px;
+  font-size: 13px;
+}
+.multiselect-combo__list {
+  position: absolute;
+  left: 0;
+  right: 0;
+  top: 100%;
+  z-index: 30;
+  margin: 4px 0 0;
+  padding: 4px 0;
+  max-height: 240px;
+  overflow-y: auto;
+  list-style: none;
+  background: var(--surface);
+  border: 1px solid var(--border2);
+  border-radius: 8px;
+  box-shadow: 0 8px 24px rgba(0, 0, 0, 0.08);
+}
+.multiselect-combo__empty {
+  padding: 10px 12px;
+  font-size: 13px;
+  color: var(--text3);
+}
+.multiselect-combo__opt {
+  display: block;
+  width: 100%;
+  text-align: left;
+  padding: 8px 12px;
+  border: none;
+  background: transparent;
+  font-size: 14px;
+  cursor: pointer;
+  font-family: inherit;
+  color: var(--text1);
+}
+.multiselect-combo__opt:hover,
+.multiselect-combo__opt--hi {
+  background: var(--surface2);
+}
+.multiselect-combo__opt:focus-visible {
+  outline: 2px solid var(--accent);
+  outline-offset: -2px;
+}
+
 .multi-assoc-block {
   border: 1px solid var(--border);
   border-radius: 8px;
diff --git a/frontend/src/components/MultiSelectCombo.jsx b/frontend/src/components/MultiSelectCombo.jsx
new file mode 100644
index 0000000..310dda4
--- /dev/null
+++ b/frontend/src/components/MultiSelectCombo.jsx
@@ -0,0 +1,183 @@
+import React, { useMemo, useState, useRef, useEffect, useCallback } from 'react'
+
+function normId(id) {
+  return String(id)
+}
+
+/**
+ * Mehrfachauswahl mit Typahead-Vorschlägen und optionaler Vollliste (Dropdown).
+ * Auswahl mehrerer Einträge wird als ODER interpretiert (Aufrufer/API).
+ */
+export default function MultiSelectCombo({
+  value = [],
+  onChange,
+  options = [],
+  placeholder = 'Tippen und Eintrag wählen…',
+  browseLabel = '▼ Alle',
+  emptyHint = 'Keine Treffer',
+  idKey = 'id',
+  labelKey = 'label',
+  className = '',
+}) {
+  const [query, setQuery] = useState('')
+  const [open, setOpen] = useState(false)
+  const [browseAll, setBrowseAll] = useState(false)
+  const [highlight, setHighlight] = useState(0)
+  const rootRef = useRef(null)
+
+  const rows = useMemo(() => {
+    return options.map((o) => ({
+      id: o[idKey],
+      label: typeof o[labelKey] === 'function' ? o[labelKey](o) : String(o[labelKey] ?? ''),
+    }))
+  }, [options, idKey, labelKey])
+
+  const selectedSet = useMemo(() => new Set(value.map(normId)), [value])
+
+  const selectedLabels = useMemo(() => {
+    return value.map((id) => {
+      const r = rows.find((x) => normId(x.id) === normId(id))
+      return r ? r.label : `#${id}`
+    })
+  }, [value, rows])
+
+  const suggestions = useMemo(() => {
+    const avail = rows.filter((r) => !selectedSet.has(normId(r.id)))
+    if (browseAll || !query.trim()) return avail
+    const q = query.trim().toLowerCase()
+    return avail.filter((r) => r.label.toLowerCase().includes(q) || normId(r.id).includes(q))
+  }, [rows, selectedSet, query, browseAll])
+
+  useEffect(() => {
+    setHighlight(0)
+  }, [suggestions.length, query, browseAll])
+
+  const addId = useCallback(
+    (id) => {
+      const sid = normId(id)
+      if (selectedSet.has(sid)) return
+      onChange([...value, id])
+      setQuery('')
+      setBrowseAll(false)
+    },
+    [value, onChange, selectedSet]
+  )
+
+  const removeAt = useCallback(
+    (idx) => {
+      const next = value.filter((_, i) => i !== idx)
+      onChange(next)
+    },
+    [value, onChange]
+  )
+
+  useEffect(() => {
+    const onDoc = (e) => {
+      if (!rootRef.current?.contains(e.target)) {
+        setOpen(false)
+        setBrowseAll(false)
+      }
+    }
+    document.addEventListener('mousedown', onDoc)
+    return () => document.removeEventListener('mousedown', onDoc)
+  }, [])
+
+  const onKeyDown = (e) => {
+    if (!open && (e.key === 'ArrowDown' || e.key === 'Enter')) {
+      setOpen(true)
+      return
+    }
+    if (!open) return
+    if (e.key === 'Escape') {
+      setOpen(false)
+      setBrowseAll(false)
+      return
+    }
+    if (e.key === 'ArrowDown') {
+      e.preventDefault()
+      setHighlight((h) => Math.min(h + 1, Math.max(0, suggestions.length - 1)))
+    }
+    if (e.key === 'ArrowUp') {
+      e.preventDefault()
+      setHighlight((h) => Math.max(0, h - 1))
+    }
+    if (e.key === 'Enter' && suggestions[highlight]) {
+      e.preventDefault()
+      addId(suggestions[highlight].id)
+    }
+  }
+
+  return (
+    <div className={`multiselect-combo ${className}`} ref={rootRef}>
+      <div className="multiselect-combo__chips">
+        {value.map((id, idx) => (
+          <button
+            key={`${normId(id)}-${idx}`}
+            type="button"
+            className="multiselect-combo__chip"
+            onClick={() => removeAt(idx)}
+            title="Entfernen"
+          >
+            <span>{selectedLabels[idx]}</span>
+            <span className="multiselect-combo__chip-x" aria-hidden>
+              ×
+            </span>
+          </button>
+        ))}
+      </div>
+      <div className="multiselect-combo__field">
+        <input
+          type="text"
+          className="form-input multiselect-combo__input"
+          placeholder={placeholder}
+          value={query}
+          onChange={(e) => {
+            setQuery(e.target.value)
+            setOpen(true)
+            setBrowseAll(false)
+          }}
+          onFocus={() => setOpen(true)}
+          onKeyDown={onKeyDown}
+          autoComplete="off"
+          aria-autocomplete="list"
+          aria-expanded={open}
+        />
+        <button
+          type="button"
+          className="btn multiselect-combo__browse"
+          title="Alle Einträge anzeigen"
+          onClick={() => {
+            setOpen(true)
+            setBrowseAll(true)
+            setQuery('')
+          }}
+        >
+          {browseLabel}
+        </button>
+      </div>
+      {open && (
+        <ul className="multiselect-combo__list" role="listbox">
+          {suggestions.length === 0 ? (
+            <li className="multiselect-combo__empty">{emptyHint}</li>
+          ) : (
+            suggestions.map((r, i) => (
+              <li key={normId(r.id)}>
+                <button
+                  type="button"
+                  role="option"
+                  aria-selected={i === highlight}
+                  className={`multiselect-combo__opt${i === highlight ? ' multiselect-combo__opt--hi' : ''}`}
+                  onMouseEnter={() => setHighlight(i)}
+                  onMouseDown={(e) => e.preventDefault()}
+                  onClick={() => addId(r.id)}
+                >
+                  {r.label}
+                </button>
+              </li>
+            ))
+          )}
+        </ul>
+      )}
+    </div>
+  )
+}
diff --git a/frontend/src/pages/ExercisesListPage.jsx b/frontend/src/pages/ExercisesListPage.jsx
index e9c3834..a47052f 100644
--- a/frontend/src/pages/ExercisesListPage.jsx
+++ b/frontend/src/pages/ExercisesListPage.jsx
@@ -3,6 +3,7 @@ import { Link } from 'react-router-dom'
 import api from '../utils/api'
 import { SKILL_LEVEL_OPTIONS } from '../constants/skillLevels'
 import SearchableSelect from '../components/SearchableSelect'
+import MultiSelectCombo from '../components/MultiSelectCombo'
 
 const PAGE_SIZE = 100
 const LEVEL_FILTER_OPTS = SKILL_LEVEL_OPTIONS.filter((o) => o.level != null)
@@ -26,15 +27,15 @@ function ExercisesListPage() {
   const [debouncedSearch, setDebouncedSearch] = useState('')
   const [debouncedAiSearch, setDebouncedAiSearch] = useState('')
   const [filters, setFilters] = useState({
-    focus_area: '',
-    style_direction_id: '',
-    training_type_id: '',
-    target_group_id: '',
-    skill_id: '',
+    focus_area_ids: [],
+    style_direction_ids: [],
+    training_type_ids: [],
+    target_group_ids: [],
+    skill_ids: [],
     skill_min_level: '',
     skill_max_level: '',
-    visibility: '',
-    status: '',
+    visibility_any: [],
+    status_any: [],
   })
 
   useEffect(() => {
@@ -96,15 +97,22 @@ function ExercisesListPage() {
   const queryBase = useMemo(() => {
     const q = {}
     const n = (v) => (v === '' || v == null ? undefined : Number(v))
-    if (filters.focus_area) q.focus_area = n(filters.focus_area)
-    if (filters.style_direction_id) q.style_direction_id = n(filters.style_direction_id)
-    if (filters.training_type_id) q.training_type_id = n(filters.training_type_id)
-    if (filters.target_group_id) q.target_group_id = n(filters.target_group_id)
-    if (filters.skill_id) q.skill_id = n(filters.skill_id)
+    const ids = (arr) =>
+      Array.isArray(arr) && arr.length ? arr.map((x) => Number(x)).filter((x) => !Number.isNaN(x)) : undefined
+    const fa = ids(filters.focus_area_ids)
+    if (fa?.length) q.focus_area_ids = fa
+    const sd = ids(filters.style_direction_ids)
+    if (sd?.length) q.style_direction_ids = sd
+    const tt = ids(filters.training_type_ids)
+    if (tt?.length) q.training_type_ids = tt
+    const tg = ids(filters.target_group_ids)
+    if (tg?.length) q.target_group_ids = tg
+    const sk = ids(filters.skill_ids)
+    if (sk?.length) q.skill_ids = sk
     if (filters.skill_min_level) q.skill_min_level = n(filters.skill_min_level)
     if (filters.skill_max_level) q.skill_max_level = n(filters.skill_max_level)
-    if (filters.visibility) q.visibility = filters.visibility
-    if (filters.status) q.status = filters.status
+    if (filters.visibility_any?.length) q.visibility_any = [...filters.visibility_any]
+    if (filters.status_any?.length) q.status_any = [...filters.status_any]
     if (debouncedSearch) q.search = debouncedSearch
     if (debouncedAiSearch) q.ai_search = debouncedAiSearch
     return q
@@ -224,6 +232,10 @@ function ExercisesListPage() {
       </div>
 
       <div className="card exercise-filters-compact" style={{ marginBottom: '12px' }}>
+        <p style={{ gridColumn: '1 / -1', fontSize: '12px', color: 'var(--text3)', margin: '0 0 4px' }}>
+          Filter untereinander werden mit <strong>UND</strong> kombiniert. Mehrere Einträge in einem Feld mit{' '}
+          <strong>ODER</strong> (die Übung muss mindestens eine der gewählten Zuordnungen erfüllen).
+        </p>
         <div style={{ gridColumn: '1 / -1' }}>
           <label className="form-label">Volltextsuche (Titel, Ziel, …)</label>
           <input
@@ -251,53 +263,48 @@ function ExercisesListPage() {
           </p>
         </div>
         <div>
-          <label className="form-label">Fokus</label>
-          <SearchableSelect
-            value={filters.focus_area}
-            onChange={(v) => setFilters({ ...filters, focus_area: v })}
+          <label className="form-label">Fokus (mehrere möglich)</label>
+          <MultiSelectCombo
+            value={filters.focus_area_ids}
+            onChange={(v) => setFilters({ ...filters, focus_area_ids: v })}
             options={focusOptions}
-            allLabel="Alle Fokusbereiche"
-            filterPlaceholder="Fokus filtern…"
+            placeholder="Fokus suchen oder „▼ Alle“ …"
           />
         </div>
         <div>
-          <label className="form-label">Stilrichtung</label>
-          <SearchableSelect
-            value={filters.style_direction_id}
-            onChange={(v) => setFilters({ ...filters, style_direction_id: v })}
+          <label className="form-label">Stilrichtung (mehrere möglich)</label>
+          <MultiSelectCombo
+            value={filters.style_direction_ids}
+            onChange={(v) => setFilters({ ...filters, style_direction_ids: v })}
             options={styleOptions}
-            allLabel="Alle Stilrichtungen"
-            filterPlaceholder="Stilrichtung filtern…"
+            placeholder="Stilrichtung suchen …"
           />
         </div>
         <div>
-          <label className="form-label">Trainingsstil</label>
-          <SearchableSelect
-            value={filters.training_type_id}
-            onChange={(v) => setFilters({ ...filters, training_type_id: v })}
+          <label className="form-label">Trainingsstil (mehrere möglich)</label>
+          <MultiSelectCombo
+            value={filters.training_type_ids}
+            onChange={(v) => setFilters({ ...filters, training_type_ids: v })}
             options={trainingTypeOptions}
-            allLabel="Alle Trainingsstile"
-            filterPlaceholder="Trainingsstil filtern…"
+            placeholder="Trainingsstil suchen …"
           />
         </div>
         <div>
-          <label className="form-label">Zielgruppe</label>
-          <SearchableSelect
-            value={filters.target_group_id}
-            onChange={(v) => setFilters({ ...filters, target_group_id: v })}
+          <label className="form-label">Zielgruppe (mehrere möglich)</label>
+          <MultiSelectCombo
+            value={filters.target_group_ids}
+            onChange={(v) => setFilters({ ...filters, target_group_ids: v })}
             options={targetGroupOptions}
-            allLabel="Alle Zielgruppen"
-            filterPlaceholder="Zielgruppe filtern…"
+            placeholder="Zielgruppe suchen …"
           />
         </div>
         <div>
-          <label className="form-label">Fähigkeit</label>
-          <SearchableSelect
-            value={filters.skill_id}
-            onChange={(v) => setFilters({ ...filters, skill_id: v })}
+          <label className="form-label">Fähigkeit (mehrere möglich)</label>
+          <MultiSelectCombo
+            value={filters.skill_ids}
+            onChange={(v) => setFilters({ ...filters, skill_ids: v })}
             options={skillOptions}
-            allLabel="Alle Fähigkeiten"
-            filterPlaceholder="Fähigkeit filtern…"
+            placeholder="Fähigkeit suchen …"
           />
         </div>
         <div>
@@ -321,23 +328,21 @@ function ExercisesListPage() {
           />
         </div>
         <div>
-          <label className="form-label">Sichtbarkeit</label>
-          <SearchableSelect
-            value={filters.visibility}
-            onChange={(v) => setFilters({ ...filters, visibility: v })}
+          <label className="form-label">Sichtbarkeit (mehrere möglich)</label>
+          <MultiSelectCombo
+            value={filters.visibility_any}
+            onChange={(v) => setFilters({ ...filters, visibility_any: v })}
             options={visibilityOptions}
-            allLabel="Alle"
-            filterPlaceholder="Filtern…"
+            placeholder="Sichtbarkeit wählen …"
           />
         </div>
         <div>
-          <label className="form-label">Status</label>
-          <SearchableSelect
-            value={filters.status}
-            onChange={(v) => setFilters({ ...filters, status: v })}
+          <label className="form-label">Status (mehrere möglich)</label>
+          <MultiSelectCombo
+            value={filters.status_any}
+            onChange={(v) => setFilters({ ...filters, status_any: v })}
             options={statusOptions}
-            allLabel="Alle"
-            filterPlaceholder="Filtern…"
+            placeholder="Status wählen …"
           />
         </div>
       </div>
diff --git a/frontend/src/utils/api.js b/frontend/src/utils/api.js
index 8307923..fcc465d 100644
--- a/frontend/src/utils/api.js
+++ b/frontend/src/utils/api.js
@@ -213,9 +213,17 @@ export async function deleteMethod(id) {
 export async function listExercises(filters = {}) {
   const q = new URLSearchParams()
   Object.entries(filters).forEach(([k, v]) => {
-    if (v !== undefined && v !== null && String(v).trim() !== '') {
-      q.set(k, String(v))
+    if (v === undefined || v === null) return
+    if (Array.isArray(v)) {
+      if (v.length === 0) return
+      v.forEach((item) => {
+        if (item !== '' && item !== undefined && item !== null && String(item).trim() !== '') {
+          q.append(k, String(item))
+        }
+      })
+      return
     }
+    if (String(v).trim() !== '') q.set(k, String(v))
   })
   const query = q.toString()
   return request(`/api/exercises${query ? '?' + query : ''}`)