diff --git a/main.py b/main.py
index ce310df..f4bab2d 100644
--- a/main.py
+++ b/main.py
@@ -6,53 +6,71 @@ app.template_folder = "frontend/"
 app.static_folder = "frontend/assets/"
 
 
-class Graph(object):
-    nodes = set()   # set of strings
-    edges = dict()  # (string,string) -> float
+graph = {
+    "A": {"B":10},
+    "B": {"E":10, "D":10, "C":10, "A":10},
+    "C": {"B":10, "D":10},
+    "D": {"B":10, "C":10},
+    "E": {"B":10}
+}
 
 
 def bellmann_ford(graph, node_a, node_b):
     """Calculate distance from node_a to node_b assuming no negative cycles."""
     # weights
-    from_a_to = {**[(node, np.inf) for node in graph.nodes]}
+    from_a_to = {node: np.inf for node in graph}
     from_a_to[node_a] = 0
     # save path so we dont have to backtrace later
-    path_from_a_to = {**[(node, []) for node in graph.nodes]}
+    path_from_a_to = {node: [] for node in graph}
     path_from_a_to[node_a] = [node_a]
 
-    for i in range(len(graph.nodes)-1):
-        for e in graph.edges:
-            # because edges are not directed
-            for (x,y) in [e,e[::-1]]:
-                if from_a_to[x] + graph.edges[(x,y)] < from_a_to[y]:
-                    path_from_a_to[y] = path_from_a_to + [y]
-                    from_a_to[y] = from_a_to[x] + graph.edges[(x,y)]
-
+    for i in range(len(graph.keys())-1):
+        for s,e in [(s,e) for s in graph for e in graph[s]]:
+            if from_a_to[s] + graph[s][e] < from_a_to[e]:
+                        path_from_a_to[e] = path_from_a_to[s] + [e]
+                        from_a_to[e] = from_a_to[s] + graph[s][e]
     return path_from_a_to[node_b]
 
 
-graph = Graph()
-
-
 def error(message):
     return jsonify({"error": message})
 
 
-def edges_to_json(edges):
+def edges_to_json(graph):
     return_list = []
-    for e in edges:
-        return_list.append({"start":e[0],"end":e[1],"weight":edges[e]})
+    done = []
+    for s in graph:
+        for e in graph[s]:
+            if (e,s) not in done:
+                return_list.append({"start":s,"end":e,"weight":graph[s][e]})
+                done.append((s,e))
     return return_list
 
 
+@app.route('/api/paths/<start>/<end>', methods=['GET'])
+def get_path(start, end):
+    if start == end:
+        return error("Start and end node must be different."), 400
+    if start not in graph:
+        return error("Start node does not exist."), 400
+    if end not in graph:
+        return error("End node does not exist."), 400
+
+    path = bellmann_ford(graph, start, end)
+    if len(path) == 0:
+        return error("There exists no path."), 400
+
+    return jsonify({'path': path})
+
+
 @app.route('/api/nodes', methods=['GET'])
 def get_nodes():
-    return jsonify({'nodes': graph.nodes})
+    return jsonify({'nodes': graph.keys()})
 
 
 @app.route('/api/edges', methods=['GET'])
 def get_edges():
-    return jsonify({'edges': edges_to_json(graph.edges)})
+    return jsonify({'edges': edges_to_json(graph)})
 
 
 @app.route('/api/nodes', methods=['POST'])
@@ -65,10 +83,10 @@ def create_node():
     name = request.json['name']
     if name == "":
         return error("Name cannot be empty."), 400
-    if name in graph.nodes:
+    if name in graph:
         return error(f'Node with name "{name}" already exist.'), 400
 
-    graph.nodes.add(name)
+    graph[name] = {}
     return jsonify(name), 201
 
 
@@ -94,22 +112,23 @@ def create_edge():
         return error("Weight must be positive."), 400
     if start == end:
         return error("Start and end node must be different."), 400
-    if start not in graph.nodes:
+    if start not in graph:
         return error("Start node does not exist."), 400
-    if end not in graph.nodes:
+    if end not in graph:
         return error("End node does not exist."), 400
-    if (start,end) in graph.edges or (end,start) in graph.edges:
+    if start in graph and end in graph[start]:
         return error("Edge already exists."), 400
 
     edge = {"start":start,"end":end, "weight": weight}
-    graph.edges[(start,end)] = weight
+    graph[start][end] = weight
+    graph[end][start] = weight
 
     return jsonify(edge), 201
 
 
 @app.route("/")
 def index():
-    return render_template("index.html", nodes=graph.nodes, edges=edges_to_json(graph.edges))
+    return render_template("index.html", nodes=list(graph.keys()), edges=edges_to_json(graph))
 
 
 if __name__ == '__main__':