diff --git a/crackle_planning/crackle_planning/_api.py b/crackle_planning/crackle_planning/_api.py
index 8aa86bd..566833b 100644
--- a/crackle_planning/crackle_planning/_api.py
+++ b/crackle_planning/crackle_planning/_api.py
@@ -10,6 +10,14 @@
     from rclpy.node import Node
     from rclpy.executors import MultiThreadedExecutor
 
+# MOVE LATER
+import numpy as np
+import openai
+from openai import OpenAI
+from _keys import openai_key
+os.environ["OPENAI_API_KEY"] = str(openai_key)
+client = OpenAI(api_key=os.environ["OPENAI_API_KEY"])
+
 class PlannerAPI:
     def __init__(self, use_ros: bool): 
         if use_ros:
@@ -44,6 +52,45 @@ def _shutdown_ros(self):
         except Exception as e:
             print(f"[PlannerAPI] ROS shutdown warning: {e}") 
 
+    # def find(self, object_name : str, mapped_objects): # This function is to locate the named object by matching it with the most similar mapped object
+
+    # MOVE LATER
+    def embedding_from_string(text: str, model: str = "text-embedding-3-small") -> np.ndarray:
+        """Get an embedding as a NumPy vector."""
+        resp = client.embeddings.create(model=model, input=text)
+        # print("str: ", text, " | embedding: ", np.array(resp.data[0].embedding, dtype=np.float32))
+        return np.array(resp.data[0].embedding, dtype=np.float32)
+
+    # MOVE LATER
+    def recommendations_from_strings(
+        strings: List[str],
+        index_of_source_string: int,
+        model: str = "text-embedding-3-small",
+    ) -> List[int]:
+        """Return nearest neighbors of a given string (including itself first)."""
+
+        # 1) embeddings for all strings
+        embeddings = [embedding_from_string(s, model=model) for s in strings]
+
+        # 2) source embedding
+        query = embeddings[index_of_source_string]
+
+        # 3) cosine *distance* = 1 - cosine similarity
+        q_norm = np.linalg.norm(query)
+        distances = []
+        for e in embeddings:
+            denom = q_norm * np.linalg.norm(e)
+            sim = float(query @ e / denom) if denom != 0 else 0.0
+            distances.append(1.0 - sim)
+
+        # 4) nearest neighbors = smallest distance first
+        indices_of_nearest_neighbors = list(np.argsort(distances))
+
+        closest_idx = indices_of_nearest_neighbors[1]
+        if distances[closest_idx] <= 0.5:
+            return strings[closest_idx]
+        return None
+
     def pick_up(self, object_name : str): # This function allows us to pick up object at called object_name
         if (self.gripper_occupied):
             print("Gripper is already holding an object.")
diff --git a/crackle_planning/crackle_planning/_llm.py b/crackle_planning/crackle_planning/_llm.py
index 2e00026..f28ea61 100644
--- a/crackle_planning/crackle_planning/_llm.py
+++ b/crackle_planning/crackle_planning/_llm.py
@@ -153,7 +153,7 @@ def get_command(self, prompt: str, ros_interface: any = None):
                                 "Assume 'self' is already in scope so no need to pass it in. "
                                 "Do not redefine these. For example, if you were to pick up and "
                                 "place an object called 'x y', code would look like this:\n"
-                                "api.pick_up(\"x_y\")\\api.place()"
+                                "api.pick_up(\"x_y\")\\api.place()."
                             ),
                         },
                         "emotion": {
diff --git a/crackle_planning/crackle_planning/lee_oh_v0.1.onnx b/crackle_planning/crackle_planning/lee_oh_v0.1.onnx
new file mode 100644
index 0000000..4fa5174
Binary files /dev/null and b/crackle_planning/crackle_planning/lee_oh_v0.1.onnx differ
diff --git a/crackle_planning/crackle_planning/lee_oh_v0.1.tflite b/crackle_planning/crackle_planning/lee_oh_v0.1.tflite
new file mode 100644
index 0000000..60b1d17
Binary files /dev/null and b/crackle_planning/crackle_planning/lee_oh_v0.1.tflite differ
diff --git a/crackle_planning/crackle_planning/lee_oh_v0.2.onnx b/crackle_planning/crackle_planning/lee_oh_v0.2.onnx
new file mode 100644
index 0000000..ba8ceba
Binary files /dev/null and b/crackle_planning/crackle_planning/lee_oh_v0.2.onnx differ
diff --git a/crackle_planning/crackle_planning/lee_oh_v0.2.tflite b/crackle_planning/crackle_planning/lee_oh_v0.2.tflite
new file mode 100644
index 0000000..25fbac3
Binary files /dev/null and b/crackle_planning/crackle_planning/lee_oh_v0.2.tflite differ
diff --git a/crackle_planning/crackle_planning/lee_oh_v0.3.onnx b/crackle_planning/crackle_planning/lee_oh_v0.3.onnx
new file mode 100644
index 0000000..282c05f
Binary files /dev/null and b/crackle_planning/crackle_planning/lee_oh_v0.3.onnx differ
diff --git a/crackle_planning/crackle_planning/lee_oh_v0.3.tflite b/crackle_planning/crackle_planning/lee_oh_v0.3.tflite
new file mode 100644
index 0000000..2031c26
Binary files /dev/null and b/crackle_planning/crackle_planning/lee_oh_v0.3.tflite differ
diff --git a/crackle_planning/crackle_planning/main.py b/crackle_planning/crackle_planning/main.py
index c28c157..b947592 100644
--- a/crackle_planning/crackle_planning/main.py
+++ b/crackle_planning/crackle_planning/main.py
@@ -19,7 +19,7 @@
 import pyaudio
 import os
 from _api import PlannerAPI
-from planner import main_planner
+# from planner import main_planner
 import wave
 from openai import OpenAI
 from _llm import GptAPI
@@ -65,12 +65,12 @@ def __init__(self):
         # Path to your custom TFLite model
         custom_model_path = os.path.join(
             os.path.dirname(__file__),
-            "lee_oh.tflite",
+            "leeoh.tflite",
         )
         print("custom_model_path:", custom_model_path)
 
         # Key you'll use in the prediction dict
-        self.WAKEWORD_NAME = "lee_oh"
+        self.WAKEWORD_NAME = "leeoh"
 
         from openwakeword.model import Model
 
@@ -129,7 +129,7 @@ async def listening_thread(name: str, stop_event: asyncio.Event):
                 audio = np.frombuffer(self._mic_stream.read(CHUNK), dtype=np.int16)
                 prediction = self._owwModel.predict(audio)
                 score = prediction[self.WAKEWORD_NAME]
-                #print(score)
+
                 if score > 0.1:
                     print(f"Wake word detected with score {score:.3f}")
                     self._state = CrackleState.LISTENING
@@ -156,7 +156,7 @@ async def handle_task(self):
         # ...
         await asyncio.sleep(2)  # Simulate task execution time
         print("Entering TASK state: Executing task...")
-        main_planner()        #main_planner()
+        # main_planner() 
         pass
         
     async def handle_resetting(self):
diff --git a/crackle_planning/crackle_planning/ros_interface.py b/crackle_planning/crackle_planning/ros_interface.py
index c36b4ac..00fed0d 100644
--- a/crackle_planning/crackle_planning/ros_interface.py
+++ b/crackle_planning/crackle_planning/ros_interface.py
@@ -4,6 +4,7 @@
 import numpy as np
 from crackle_interfaces.srv import PickupObject, LookAt
 
+
 from sensor_msgs.msg import Image
 from rclpy.callback_groups import ReentrantCallbackGroup
 from geometry_msgs.msg import Vector3Stamped
diff --git a/crackle_planning/crackle_planning/test_embedding.py b/crackle_planning/crackle_planning/test_embedding.py
new file mode 100644
index 0000000..0cca223
--- /dev/null
+++ b/crackle_planning/crackle_planning/test_embedding.py
@@ -0,0 +1,1054 @@
+import os
+from typing import List
+import numpy as np
+import openai
+from openai import OpenAI
+from _keys import openai_key
+
+os.environ["OPENAI_API_KEY"] = str(openai_key)
+client = OpenAI(api_key=os.environ["OPENAI_API_KEY"])
+
+def embedding_from_string(text: str, model: str = "text-embedding-3-small") -> np.ndarray:
+    """Get an embedding as a NumPy vector."""
+    resp = client.embeddings.create(model=model, input=text)
+    # print("str: ", text, " | embedding: ", np.array(resp.data[0].embedding, dtype=np.float32))
+    return np.array(resp.data[0].embedding, dtype=np.float32)
+
+
+def recommendations_from_strings(
+    strings: List[str],
+    index_of_source_string: int,
+    embeddings: List[str] = [],
+    model: str = "text-embedding-3-small",
+) -> List[int]:
+    """Return nearest neighbors of a given string (including itself first)."""
+
+    # 1) embeddings for all strings
+    if len(embeddings) == 0:
+        embeddings = [embedding_from_string(s, model=model) for s in strings]
+
+    # 2) source embedding
+    query = embeddings[index_of_source_string]
+
+    # 3) cosine *distance* = 1 - cosine similarity
+    q_norm = np.linalg.norm(query)
+    distances = []
+    for e in embeddings:
+        denom = q_norm * np.linalg.norm(e)
+        sim = float(query @ e / denom) if denom != 0 else 0.0
+        distances.append(1.0 - sim)
+
+    # 4) nearest neighbors = smallest distance first
+    indices_of_nearest_neighbors = list(np.argsort(distances))
+
+    closest_idx = indices_of_nearest_neighbors[1]
+    return [strings[closest_idx], closest_idx, distances[closest_idx]]
+
+    # if distances[closest_idx] <= 0.5:
+    #     return strings[closest_idx]
+    # return None
+
+def big_test(strings):
+    embeddings = [embedding_from_string(s, model="text-embedding-3-small") for s in strings]
+    avg = 0
+    for idx, s in enumerate(strings):
+        res = recommendations_from_strings(strings, idx, embeddings)
+        avg += res[2]
+        print(s, ": ", res)
+    avg /= len(strings)
+    print("AVERAGE DISTANCE: ", avg)
+
+def test_embedding():
+    strings = [
+        "apple",
+        "rust",
+        "velvet",
+        "moonlight",
+        "cobblestone",
+        "paperclip",
+        "toaster",
+        "pencil",
+        "snow",
+        "thunder",
+        "cactus",
+        "reef",
+        "saffron",
+        "marble",
+        "circuit",
+        "pickle",
+        "satellite",
+        "pyramid",
+        "lantern",
+        "invoice",
+        "stadium",
+        "chimney",
+        "harbor",
+        "jigsaw",
+        "cinnamon",
+        "umbrella",
+        "mustard",
+        "helmet",
+        "orchard",
+        "penguin",
+        "fjord",
+        "telescope",
+        "carnival",
+        "microscope",
+        "treaty",
+        "gravity",
+        "shoelace",
+        "mushroom",
+        "seashell",
+        "windmill",
+        "brochure",
+        "screwdriver",
+        "quartz",
+        "raven",
+        "anvil",
+        "luggage",
+        "pancake",
+        "basil",
+        "shampoo",
+        "accordion",
+        "violin",
+        "stethoscope",
+        "radiator",
+        "dragonfly",
+        "dandelion",
+        "octopus",
+        "sandpaper",
+        "notebook",
+        "candle",
+        "boulder",
+        "hinge",
+        "doorknob",
+        "horizon",
+        "tundra",
+        "volcano",
+        "semaphore",
+        "backpack",
+        "chalkboard",
+        "soybean",
+        "tangerine",
+        "avalanche",
+        "monsoon",
+        "hourglass",
+        "turnstile",
+        "wardrobe",
+        "suitcase",
+        "hedgehog",
+        "armadillo",
+        "lighthouse",
+        "riverbank",
+        "typewriter",
+        "teacup",
+        "peppermint",
+        "spatula",
+        "goggles",
+        "copper",
+        "platinum",
+        "mercury",
+        "nebula",
+        "asteroid",
+        "comet",
+        "tugboat",
+        "sailboat",
+        "iceberg",
+        "glacier",
+        "barnacle",
+        "tortoise",
+        "gazelle",
+        "sardine",
+        "parchment",
+        "blueprint",
+        "toolbox",
+        "mortar",
+        "pillowcase",
+        "thermostat",
+        "saxophone",
+        "stopwatch",
+        "handkerchief",
+        "barricade",
+        "aqueduct",
+        "cathedral",
+        "bunkhouse",
+        "meadow",
+        "canyon",
+        "gutter",
+        "stapler",
+        "keyhole",
+        "balcony",
+        "tapestry",
+        "popsicle",
+        "hazelnut",
+        "jellyfish",
+        "manatee",
+        "mongoose",
+        "fireplace",
+        "skylight",
+        "sundial",
+        "freight",
+        "coupon",
+        "microwave",
+        "icebox",
+        "bathrobe",
+        "corridor",
+        "sidewalk",
+        "handrail",
+        "boulevard",
+        "headstone",
+        "windchime",
+        "shoebox",
+        "hairpin",
+        "filament",
+        "wheelbarrow",
+        "gondola",
+        "wetsuit",
+        "snowshoe",
+        "velodrome",
+        "seasickness",
+        "frostbite",
+        "aftershock",
+        "newsletter",
+        "thesaurus",
+        "cardboard",
+        "bedframe",
+        "cutlery",
+        "saucepan",
+        "turnip",
+        "okra",
+        "coriander",
+        "marmalade",
+        "crouton",
+        "cheesecake",
+        "buttermilk",
+        "sourdough",
+        "trombone",
+        "xylophone",
+        "clarinet",
+        "metronome",
+        "blue jay",
+        "sea otter",
+        "stone bridge",
+        "glass jar",
+        "paper boat",
+        "gold coin",
+        "iron gate",
+        "silent engine",
+        "broken compass",
+        "dusty attic",
+        "ancient map",
+        "plastic spoon",
+        "electric kettle",
+        "ceramic mug",
+        "wooden plank",
+        "velvet curtain",
+        "crystal vase",
+        "granite slab",
+        "midnight train",
+        "neon sign",
+        "storm cellar",
+        "honey jar",
+        "sugar cube",
+        "salt shaker",
+        "pepper grinder",
+        "coffee bean",
+        "tea leaf",
+        "orange peel",
+        "lemon wedge",
+        "lime zest",
+        "cocoa powder",
+        "spice rack",
+        "kitchen sink",
+        "garden hose",
+        "water tower",
+        "radio tower",
+        "signal flare",
+        "safety pin",
+        "rubber band",
+        "sticky note",
+        "desk lamp",
+        "floor mat",
+        "window latch",
+        "door hinge",
+        "mail slot",
+        "ink bottle",
+        "paint brush",
+        "canvas frame",
+        "photo album",
+        "ticket stub",
+        "train platform",
+        "bus stop",
+        "parking meter",
+        "street vendor",
+        "market stall",
+        "fruit crate",
+        "fish market",
+        "bookstore",
+        "newsstand",
+        "toy chest",
+        "sock drawer",
+        "coat hanger",
+        "shoe rack",
+        "laundry basket",
+        "soap dish",
+        "bath towel",
+        "shower curtain",
+        "sink faucet",
+        "garden gate",
+        "flower pot",
+        "rose bush",
+        "pine cone",
+        "oak leaf",
+        "maple syrup",
+        "birch bark",
+        "moss patch",
+        "pond water",
+        "river delta",
+        "ocean current",
+        "coral reef",
+        "sand dune",
+        "cliff edge",
+        "cave entrance",
+        "mountain pass",
+        "forest canopy",
+        "prairie grass",
+        "desert mirage",
+        "arctic ice",
+        "tropical storm",
+        "quiet harbor",
+        "busy harbor",
+        "cargo ship",
+        "paper lantern",
+        "stone lantern",
+        "oil lantern",
+        "wax candle",
+        "scented candle",
+        "cold drizzle",
+        "warm breeze",
+        "sharp shadow",
+        "soft echo",
+        "steel beam",
+        "brick wall",
+        "glass ceiling",
+        "concrete pillar",
+        "painted fence",
+        "barbed wire",
+        "silk thread",
+        "cotton rope",
+        "nylon strap",
+        "leather belt",
+        "wool scarf",
+        "silver ring",
+        "brass key",
+        "copper wire",
+        "tin can",
+        "aluminum foil",
+        "ceramic tile",
+        "porcelain plate",
+        "stoneware bowl",
+        "plastic bin",
+        "cardboard box",
+        "wood crate",
+        "metal locker",
+        "office chair",
+        "conference table",
+        "library card",
+        "student badge",
+        "passport stamp",
+        "boarding pass",
+        "hotel keycard",
+        "parking permit",
+        "lab notebook",
+        "safety goggles",
+        "glove box",
+        "first aid kit",
+        "fire extinguisher",
+        "smoke alarm",
+        "carbon filter",
+        "air vent",
+        "water valve",
+        "pressure gauge",
+        "engine block",
+        "gearbox",
+        "drive shaft",
+        "brake pad",
+        "spark plug",
+        "fuel pump",
+        "battery pack",
+        "solar panel",
+        "wind turbine",
+        "hydro dam",
+        "power grid",
+        "control room",
+        "server rack",
+        "fiber optic",
+        "router",
+        "password",
+        "encryption key",
+        "backup drive",
+        "error log",
+        "audit trail",
+        "access badge",
+        "security camera",
+        "vault door",
+        "bank teller",
+        "coffee shop",
+        "music hall",
+        "movie poster",
+        "stage light",
+        "spotlight",
+        "drumstick",
+        "guitar pick",
+        "piano bench",
+        "sheet music",
+        "dance floor",
+        "ticket booth",
+        "street parade",
+        "carnival mask",
+        "paper crown",
+        "rubber duck",
+        "stuffed bear",
+        "toy robot",
+        "model rocket",
+        "kite string",
+        "board game",
+        "dice cup",
+        "playing card",
+        "chessboard",
+        "checkers piece",
+        "snow globe",
+        "beach ball",
+        "swimming pool",
+        "diving board",
+        "lifeguard chair",
+        "campfire",
+        "tent pole",
+        "sleeping bag",
+        "hiking boot",
+        "trail marker",
+        "compass rose",
+        "topographic map",
+        "storm cloud",
+        "rain barrel",
+        "ice crystal",
+        "frozen puddle",
+        "morning dew",
+        "evening fog",
+        "city skyline",
+        "country road",
+        "farmhouse",
+        "grain silo",
+        "tractor tire",
+        "barn door",
+        "hay bale",
+        "milk crate",
+        "butter churn",
+        "wheat field",
+        "corn stalk",
+        "pumpkin patch",
+        "apple orchard",
+        "vineyard row",
+        "wine bottle",
+        "cork stopper",
+        "crystal glass",
+        "bar counter",
+        "menu board",
+        "cash register",
+        "receipt printer",
+        "coin purse",
+        "leather wallet",
+        "paper receipt",
+        "shipping label",
+        "packing tape",
+        "bubble wrap",
+        "fragile sticker",
+        "delivery van",
+        "loading dock",
+        "warehouse aisle",
+        "pallet jack",
+        "forklift",
+        "work glove",
+        "hard hat",
+        "safety vest",
+        "tool belt",
+        "measuring tape",
+        "spirit level",
+        "sledgehammer",
+        "paint roller",
+        "plaster",
+        "cement mixer",
+        "blue tarp",
+        "rope ladder",
+        "fire escape",
+        "stairwell",
+        "elevator",
+        "hallway mirror",
+        "doorframe",
+        "baseboard",
+        "ceiling fan",
+        "window shade",
+        "curtain rod",
+        "potted fern",
+        "succulent",
+        "bonsai tree",
+        "herb garden",
+        "basil plant",
+        "mint sprig",
+        "rosemary twig",
+        "thyme bundle",
+        "cooking pot",
+        "ladle",
+        "whisk",
+        "rolling pin",
+        "cutting board",
+        "chef knife",
+        "bread loaf",
+        "cheese wheel",
+        "olive jar",
+        "pickle jar",
+        "tomato can",
+        "soup bowl",
+        "rice bag",
+        "bean sack",
+        "grain bin",
+        "spice tin",
+        "tea caddy",
+        "coffee grinder",
+        "espresso cup",
+        "napkin holder",
+        "table runner",
+        "place mat",
+        "centerpiece",
+        "flower vase",
+        "rose petal",
+        "lily stem",
+        "tulip bulb",
+        "sunflower",
+        "honeybee",
+        "butterfly",
+        "ladybug",
+        "dragonfly wing",
+        "ant hill",
+        "bird nest",
+        "feather",
+        "eggshell",
+        "seaglass",
+        "driftwood",
+        "shell necklace",
+        "pearl bead",
+        "stone pebble",
+        "river stone",
+        "lava rock",
+        "meteorite",
+        "fossil",
+        "amber shard",
+        "obsidian",
+        "jade pendant",
+        "opal",
+        "diamond",
+        "sapphire",
+        "emerald",
+        "ruby",
+        "gold nugget",
+        "silver ore",
+        "iron ore",
+        "coal seam",
+        "salt mine",
+        "ice cave",
+        "volcanic ash",
+        "smoke plume",
+        "steam vent",
+        "hot spring",
+        "cool stream",
+        "quiet lagoon",
+        "stormy sea",
+        "tidal pool",
+        "wave crest",
+        "shipwreck",
+        "anchor chain",
+        "life raft",
+        "compass",
+        "nautical chart",
+        "signal flag",
+        "captain's log",
+        "crew cabin",
+        "engine room",
+        "cargo hold",
+        "harbor pilot",
+        "customs form",
+        "trade route",
+        "rail switch",
+        "freight car",
+        "train whistle",
+        "station clock",
+        "platform bench",
+        "bus ticket",
+        "subway map",
+        "streetcar",
+        "bike lane",
+        "skateboard",
+        "helmet strap",
+        "knee pad",
+        "soccer ball",
+        "tennis racket",
+        "baseball glove",
+        "hockey puck",
+        "scoreboard",
+        "team jersey",
+        "coach clipboard",
+        "referee whistle",
+        "trophy case",
+        "medal ribbon",
+        "certificate",
+        "diploma",
+        "textbook",
+        "lecture hall",
+        "lab coat",
+        "microscope slide",
+        "test tube",
+        "petri dish",
+        "culture plate",
+        "pipette",
+        "centrifuge",
+        "chemical flask",
+        "oxygen tank",
+        "heart monitor",
+        "surgical mask",
+        "sterile gauze",
+        "bandage roll",
+        "medicine bottle",
+        "pill organizer",
+        "clinic hallway",
+        "waiting room",
+        "reception desk",
+        "appointment card",
+        "insurance form",
+        "patient chart",
+        "sticker label",
+        "barcode scanner",
+        "printer toner",
+        "paper tray",
+        "ink cartridge",
+        "staple remover",
+        "binder clip",
+        "spiral notebook",
+        "index card",
+        "sticky tab",
+        "highlighter",
+        "ballpoint pen",
+        "fountain pen",
+        "eraser",
+        "pencil sharpener",
+        "desk organizer",
+        "calendar page",
+        "hour hand",
+        "minute hand",
+        "alarm clock",
+        "digital clock",
+        "time zone",
+        "snowstorm",
+        "heatwave",
+        "sunrise",
+        "sunset",
+        "eclipse",
+        "starlight",
+        "milky way",
+        "space station",
+        "launch pad",
+        "rocket engine",
+        "capsule",
+        "orbital path",
+        "gravity well",
+    ]
+    unique_strings = [
+        "apple",
+        "rust",
+        "velvet",
+        "moonlight",
+        "cobblestone",
+        "paperclip",
+        "toaster",
+        "pencil",
+        "snow",
+        "thunder",
+        "cactus",
+        "reef",
+        "saffron",
+        "marble",
+        "circuit",
+        "pickle",
+        "satellite",
+        "pyramid",
+        "lantern",
+        "invoice",
+        "stadium",
+        "chimney",
+        "harbor",
+        "jigsaw",
+        "cinnamon",
+        "umbrella",
+        "mustard",
+        "helmet",
+        "orchard",
+        "penguin",
+        "fjord",
+        "telescope",
+        "carnival",
+        "microscope",
+        "treaty",
+        "gravity",
+        "shoelace",
+        "mushroom",
+        "seashell",
+        "windmill",
+        "brochure",
+        "screwdriver",
+        "quartz",
+        "raven",
+        "anvil",
+        "luggage",
+        "pancake",
+        "basil",
+        "shampoo",
+        "accordion",
+        "violin",
+        "stethoscope",
+        "radiator",
+        "dragonfly",
+        "dandelion",
+        "octopus",
+        "sandpaper",
+        "notebook",
+        "candle",
+        "boulder",
+        "hinge",
+        "doorknob",
+        "horizon",
+        "tundra",
+        "volcano",
+        "semaphore",
+        "backpack",
+        "chalkboard",
+        "soybean",
+        "tangerine",
+        "avalanche",
+        "monsoon",
+        "hourglass",
+        "turnstile",
+        "wardrobe",
+        "suitcase",
+        "hedgehog",
+        "armadillo",
+        "lighthouse",
+        "riverbank",
+        "typewriter",
+        "teacup",
+        "peppermint",
+        "spatula",
+        "goggles",
+        "copper",
+        "platinum",
+        "mercury",
+        "nebula",
+        "asteroid",
+        "comet",
+        "tugboat",
+        "sailboat",
+        "iceberg",
+        "glacier",
+        "barnacle",
+        "tortoise",
+        "gazelle",
+        "sardine",
+        "parchment",
+        "blueprint",
+        "toolbox",
+        "mortar",
+        "pillowcase",
+        "thermostat",
+        "saxophone",
+        "stopwatch",
+        "handkerchief",
+        "barricade",
+        "aqueduct",
+        "cathedral",
+        "bunkhouse",
+        "meadow",
+        "canyon",
+        "gutter",
+        "stapler",
+        "keyhole",
+        "balcony",
+        "tapestry",
+        "popsicle",
+        "hazelnut",
+        "jellyfish",
+        "manatee",
+        "mongoose",
+        "fireplace",
+        "skylight",
+        "sundial",
+        "newsletter",
+        "thesaurus",
+        "cardboard",
+        "bedframe",
+        "cutlery",
+        "saucepan",
+        "turnip",
+        "okra",
+        "coriander",
+        "marmalade",
+        "crouton",
+        "cheesecake",
+        "buttermilk",
+        "sourdough",
+        "trombone",
+        "xylophone",
+        "clarinet",
+        "metronome",
+        "blue jay",            # blue, jay (unique)
+        "stone bridge",        # stone, bridge (unique)
+        "glass jar",           # glass, jar (unique)
+        "paper boat",          # paper, boat (unique)
+        "gold coin",           # gold, coin (unique)
+        "iron gate",           # iron, gate (unique)
+        "silent engine",       # silent, engine (unique)
+        "broken compass",      # broken, compass (unique)
+        "dusty attic",         # dusty, attic (unique)
+        "ancient map",         # ancient, map (unique)
+        "plastic spoon",       # plastic, spoon (unique)
+        "electric kettle",     # electric, kettle (unique)
+        "ceramic mug",         # ceramic, mug (unique)
+        "wooden plank",        # wooden, plank (unique)
+        "crystal vase",        # crystal, vase (unique)
+        "granite slab",        # granite, slab (unique)
+        "midnight train",      # midnight, train (unique)
+        "neon sign",           # neon, sign (unique)
+        "storm cellar",        # storm, cellar (unique)
+        "honey vat",           # honey, vat (unique)
+        "sugar cube",          # sugar, cube (unique)
+        "salt shaker",         # salt, shaker (unique)
+        "pepper grinder",      # pepper, grinder (unique)
+        "coffee bean",         # coffee, bean (unique)
+        "tea leaf",            # tea, leaf (unique)
+        "orange peel",         # orange, peel (unique)
+        "lemon wedge",         # lemon, wedge (unique)
+        "lime zest",           # lime, zest (unique)
+        "cocoa powder",        # cocoa, powder (unique)
+        "spice rack",          # spice, rack (unique)
+        "kitchen basin",       # kitchen, basin (unique)
+        "garden hose",         # garden, hose (unique)
+        "water tower",         # water, tower (unique)
+        "radio mast",          # radio, mast (unique)
+        "signal flare",        # signal, flare (unique)
+        "safety pin",          # safety, pin (unique)
+        "rubber band",         # rubber, band (unique)
+        "sticky note",         # sticky, note (unique)
+        "desk lamp",           # desk, lamp (unique)
+        "floor mat",           # floor, mat (unique)
+        "window latch",        # window, latch (unique)
+        "mail slot",           # mail, slot (unique)
+        "ink bottle",          # ink, bottle (unique)
+        "paint brush",         # paint, brush (unique)
+        "canvas frame",        # canvas, frame (unique)
+        "photo album",         # photo, album (unique)
+        "ticket stub",         # ticket, stub (unique)
+        "bus stop",            # bus, stop (unique)
+        "parking meter",       # parking, meter (unique)
+        "street vendor",       # street, vendor (unique)
+        "market stall",        # market, stall (unique)
+        "fruit crate",         # fruit, crate (unique)
+        "toy chest",           # toy, chest (unique)
+        "sock drawer",         # sock, drawer (unique)
+        "coat hanger",         # coat, hanger (unique)
+        "shoe shelf",          # shoe, shelf (unique)
+        "laundry basket",      # laundry, basket (unique)
+        "soap dish",           # soap, dish (unique)
+        "bath towel",          # bath, towel (unique)
+        "shower curtain",      # shower, curtain (unique)
+        "sink faucet",         # sink, faucet (unique)
+        "flower pot",          # flower, pot (unique)
+        "rose bush",           # rose, bush (unique)
+        "pine cone",           # pine, cone (unique)
+        "oak twig",            # oak, twig (unique)
+        "maple syrup",         # maple, syrup (unique)
+        "birch bark",          # birch, bark (unique)
+        "moss patch",          # moss, patch (unique)
+        "pond waterway",       # pond, waterway (unique)
+        "river delta",         # river, delta (unique)
+        "ocean current",       # ocean, current (unique)
+        "sand dune",           # sand, dune (unique)
+        "cliff edge",          # cliff, edge (unique)
+        "cave entrance",       # cave, entrance (unique)
+        "mountain pass",       # mountain, pass (unique)
+        "forest canopy",       # forest, canopy (unique)
+        "prairie grass",       # prairie, grass (unique)
+        "desert mirage",       # desert, mirage (unique)
+        "arctic ice",          # arctic, ice (unique)
+        "tropical cyclone",    # tropical, cyclone (unique)
+    ]
+    unrelated_strings = [
+        "gavel",
+        "kelp",
+        "accordion",
+        "sunscreen",
+        "asteroid",
+        "linoleum",
+        "metaphor",
+        "tarmac",
+        "sourdough",
+        "thermostat",
+        "yurt",
+        "neutron",
+        "papyrus",
+        "anemone",
+        "calculus",
+        "saxophone",
+        "haystack",
+        "molecule",
+        "topaz",
+        "turnstile",
+        "velodrome",
+        "parachute",
+        "tundra",
+        "barcode",
+        "kiwi",
+        "eclipse",
+        "fishhook",
+        "candelabra",
+        "microchip",
+        "monastery",
+        "pesticide",
+        "ravioli",
+        "sandstone",
+        "bobsled",
+        "quarantine",
+        "sunsail",
+        "moccasin",
+        "manuscript",
+        "stalactite",
+        "watermark",
+        "diploma",
+        "tortoise",
+        "helium",
+        "saffron",
+        "catapult",
+        "quicksilver",
+        "basilisk",
+        "tapestry",
+        "taxidermy",
+        "hazelnut",
+        "hourglass",
+        "javelin",
+        "barometer",
+        "cottage",
+        "doughnut",
+        "avocado",
+        "glacier",
+        "ballet",
+        "wrench",
+        "firefly",
+        "circuitry",
+        "scarecrow",
+        "limestone",
+        "origami",
+        "cyanide",
+        "cobalt",
+        "marimba",
+        "solder",
+        "dandelion",
+        "bookkeeping",
+        "pinnacle",
+        "semaphore",
+        "magma",
+        "skeleton",
+        "rhinestone",
+        "gondola",
+        "tangerine",
+        "isotope",
+        "harpsichord",
+        "casserole",
+        "crossbow",
+        "vinegar",
+        "nebula",
+        "cobweb",
+        "ukulele",
+        "satchel",
+        "cathedral",
+        "algorithm",
+        "fuselage",
+        "sunspear",
+        "truffle",
+        "palisade",
+        "radiograph",
+        "handrail",
+        "hammock",
+        "inkwell",
+        "snowdrift",
+        "parliament",
+        "geode",
+        "marionette",
+        "detergent",
+        "stethoscope",
+        "carnival",
+        "clipboard",
+        "hydrangea",
+        "pomegranate",
+        "sphinx",
+        "keystone",
+        "polymer",
+        "mosaic",
+        "thunderclap",
+        "sundial",
+        "lanyard",
+        "icepick",
+        "pottery",
+        "quill",
+        "skylight",
+        "monolith",
+        "turnip",
+        "oxygen",
+        "refinery",
+        "mandolin",
+        "featherweight",
+        "saltpeter",
+        "aqueduct",
+        "typewriter",
+        "plankton",
+        "detonation",
+        "chandelier",
+        "hedgehog",
+        "velvet",
+        "radiator",
+        "hologram",
+        "honeycomb",
+        "mortgage",
+        "seismograph",
+        "whalebone",
+        "tollbooth",
+        "necktie",
+        "cassette",
+        "aardvark",
+        "pylon",
+        "marathon",
+        "soapstone",
+        "glyph",
+    ]
+    
+    print("STRINGS TEST")
+    print("------------")
+    big_test(strings)
+
+    print("\nUNIQUE STRINGS TEST")
+    print("-------------------")
+    big_test(unique_strings)
+
+    print("\nUNRELATED STRINGS TEST")
+    print("----------------------")
+    big_test(unrelated_strings)
+    
+
+if __name__ == "__main__":
+    print("Starting test...")
+    test_embedding()
diff --git a/crackle_planning/crackle_planning/test_embedding_out.txt b/crackle_planning/crackle_planning/test_embedding_out.txt
new file mode 100644
index 0000000..879f36a
--- /dev/null
+++ b/crackle_planning/crackle_planning/test_embedding_out.txt
@@ -0,0 +1,982 @@
+Starting test...
+STRINGS TEST
+------------
+apple :  ['apple orchard', 387, 0.37811189889907837]
+rust :  ['ruby', 489, 0.47461622953414917]
+velvet :  ['velvet curtain', 182, 0.17825794219970703]
+moonlight :  ['starlight', 592, 0.39033156633377075]
+cobblestone :  ['stone pebble', 477, 0.3134099841117859]
+paperclip :  ['hairpin', 139, 0.4812548756599426]
+toaster :  ['microwave', 129, 0.4673558473587036]
+pencil :  ['pencil sharpener', 579, 0.24245238304138184]
+snow :  ['snowstorm', 587, 0.3270763158798218]
+thunder :  ['storm cloud', 369, 0.49937009811401367]
+cactus :  ['succulent', 430, 0.36880600452423096]
+reef :  ['coral reef', 246, 0.4116673469543457]
+saffron :  ['coriander', 157, 0.5454502105712891]
+marble :  ['granite slab', 184, 0.4557529091835022]
+circuit :  ['power grid', 319, 0.5600559115409851]
+pickle :  ['pickle jar', 446, 0.4287481904029846]
+satellite :  ['space station', 594, 0.49940991401672363]
+pyramid :  ['pine cone', 238, 0.5487982332706451]
+lantern :  ['stone lantern', 260, 0.2141832709312439]
+invoice :  ['paper receipt', 398, 0.45290225744247437]
+stadium :  ['cathedral', 110, 0.5040689408779144]
+chimney :  ['fireplace', 124, 0.34978318214416504]
+harbor :  ['busy harbor', 257, 0.2866613268852234]
+jigsaw :  ['screwdriver', 41, 0.5433353185653687]
+cinnamon :  ['cocoa powder', 197, 0.512421578168869]
+umbrella :  ['monsoon', 71, 0.5119665265083313]
+mustard :  ['marmalade', 158, 0.4714513421058655]
+helmet :  ['helmet strap', 528, 0.32529187202453613]
+orchard :  ['apple orchard', 387, 0.2879102826118469]
+penguin :  ['hedgehog', 76, 0.5052554905414581]
+fjord :  ['glacier', 94, 0.4897375702857971]
+telescope :  ['microscope', 33, 0.4581800103187561]
+carnival :  ['carnival mask', 345, 0.28640180826187134]
+microscope :  ['microscope slide', 545, 0.19348573684692383]
+treaty :  ['coupon', 128, 0.5778746008872986]
+gravity :  ['gravity well', 599, 0.3988233804702759]
+shoelace :  ['shoe rack', 229, 0.4311023950576782]
+mushroom :  ['moss patch', 242, 0.5277422368526459]
+seashell :  ['seaglass', 473, 0.4332388639450073]
+windmill :  ['coupon', 128, 0.4873698949813843]
+brochure :  ['newsletter', 149, 0.47132086753845215]
+screwdriver :  ['spatula', 83, 0.4620317816734314]
+quartz :  ['sapphire', 487, 0.5137101411819458]
+raven :  ['dragonfly', 53, 0.6014375388622284]
+anvil :  ['windmill', 39, 0.5215529203414917]
+luggage :  ['suitcase', 75, 0.1785978078842163]
+pancake :  ['cheesecake', 160, 0.5341075658798218]
+basil :  ['basil plant', 433, 0.16149407625198364]
+shampoo :  ['soap dish', 231, 0.5305977165699005]
+accordion :  ['turnstile', 73, 0.4521508812904358]
+violin :  ['clarinet', 165, 0.4620087742805481]
+stethoscope :  ['saxophone', 105, 0.5152392387390137]
+radiator :  ['thermostat', 104, 0.3599817156791687]
+dragonfly :  ['dragonfly wing', 468, 0.1433979868888855]
+dandelion :  ['turnip', 155, 0.47053492069244385]
+octopus :  ['sea otter', 168, 0.4636939764022827]
+sandpaper :  ['paint brush', 213, 0.4809088110923767]
+notebook :  ['lab notebook', 299, 0.4217011332511902]
+candle :  ['wax candle', 262, 0.2718488574028015]
+boulder :  ['canyon', 113, 0.5694248080253601]
+hinge :  ['door hinge', 210, 0.23381435871124268]
+doorknob :  ['door hinge', 210, 0.3629996180534363]
+horizon :  ['sunrise', 589, 0.5284176170825958]
+tundra :  ['glacier', 94, 0.5361056327819824]
+volcano :  ['volcanic ash', 496, 0.3741932511329651]
+semaphore :  ['signal flag', 510, 0.4870358109474182]
+backpack :  ['suitcase', 75, 0.40817463397979736]
+chalkboard :  ['scoreboard', 534, 0.4364268183708191]
+soybean :  ['coffee bean', 192, 0.4852079153060913]
+tangerine :  ['orange peel', 194, 0.4616706967353821]
+avalanche :  ['volcano', 64, 0.4978712797164917]
+monsoon :  ['snowstorm', 587, 0.4718220829963684]
+hourglass :  ['hour hand', 582, 0.5046133995056152]
+turnstile :  ['accordion', 49, 0.4521508812904358]
+wardrobe :  ['suitcase', 75, 0.476107656955719]
+suitcase :  ['luggage', 45, 0.1785978078842163]
+hedgehog :  ['penguin', 29, 0.5052554905414581]
+armadillo :  ['tortoise', 96, 0.524960845708847]
+lighthouse :  ['lantern', 18, 0.4047132730484009]
+riverbank :  ['river stone', 478, 0.2790558338165283]
+typewriter :  ['ballpoint pen', 576, 0.5099062323570251]
+teacup :  ['tea caddy', 453, 0.4461919665336609]
+peppermint :  ['mint sprig', 434, 0.44482308626174927]
+spatula :  ['plastic spoon', 178, 0.3819643259048462]
+goggles :  ['safety goggles', 300, 0.2495144009590149]
+copper :  ['copper wire', 281, 0.22081881761550903]
+platinum :  ['silver ore', 491, 0.5615873336791992]
+mercury :  ['copper', 85, 0.5068223476409912]
+nebula :  ['storm cloud', 369, 0.44178199768066406]
+asteroid :  ['meteorite', 480, 0.4691184163093567]
+comet :  ['meteorite', 480, 0.4522082805633545]
+tugboat :  ['cargo ship', 258, 0.4425897002220154]
+sailboat :  ['cargo ship', 258, 0.46334338188171387]
+iceberg :  ['ice cave', 495, 0.46194249391555786]
+glacier :  ['arctic ice', 254, 0.41653478145599365]
+barnacle :  ['barn door', 380, 0.5432298183441162]
+tortoise :  ['octopus', 55, 0.5140692889690399]
+gazelle :  ['windmill', 39, 0.6052204370498657]
+sardine :  ['fish market', 223, 0.5440158247947693]
+parchment :  ['packing tape', 400, 0.5228565633296967]
+blueprint :  ['brochure', 40, 0.5074392855167389]
+toolbox :  ['accordion', 49, 0.48001497983932495]
+mortar :  ['cement mixer', 417, 0.4966523051261902]
+pillowcase :  ['suitcase', 75, 0.46922844648361206]
+thermostat :  ['radiator', 52, 0.3599817156791687]
+saxophone :  ['trombone', 163, 0.3522041440010071]
+stopwatch :  ['station clock', 521, 0.3660116195678711]
+handkerchief :  ['napkin holder', 456, 0.46553510427474976]
+barricade :  ['barbed wire', 273, 0.4952874779701233]
+aqueduct :  ['water tower', 201, 0.5228995382785797]
+cathedral :  ['stadium', 20, 0.5040689408779144]
+bunkhouse :  ['farmhouse', 377, 0.5034551024436951]
+meadow :  ['prairie grass', 252, 0.4739827513694763]
+canyon :  ['cactus', 10, 0.461622953414917]
+gutter :  ['stairwell', 421, 0.5640849471092224]
+stapler :  ['staple remover', 570, 0.2654668092727661]
+keyhole :  ['door hinge', 210, 0.45287883281707764]
+balcony :  ['stairwell', 421, 0.49582552909851074]
+tapestry :  ['silk thread', 274, 0.498363733291626]
+popsicle :  ['frozen puddle', 372, 0.541719913482666]
+hazelnut :  ['coffee bean', 192, 0.5093292891979218]
+jellyfish :  ['octopus', 55, 0.5055909156799316]
+manatee :  ['sea otter', 168, 0.5541017055511475]
+mongoose :  ['ruby', 489, 0.5004687607288361]
+fireplace :  ['chimney', 21, 0.34978318214416504]
+skylight :  ['window shade', 427, 0.47900718450546265]
+sundial :  ['digital clock', 585, 0.4691964387893677]
+freight :  ['freight car', 519, 0.3354493975639343]
+coupon :  ['newsletter', 149, 0.4566831588745117]
+microwave :  ['toaster', 6, 0.4673558473587036]
+icebox :  ['shoebox', 138, 0.3310639262199402]
+bathrobe :  ['bath towel', 232, 0.22616970539093018]
+corridor :  ['stairwell', 421, 0.4929039478302002]
+sidewalk :  ['boulevard', 135, 0.4816696047782898]
+handrail :  ['stairwell', 421, 0.4239441752433777]
+boulevard :  ['sidewalk', 133, 0.4816696047782898]
+headstone :  ['helmet', 27, 0.5512800514698029]
+windchime :  ['train whistle', 520, 0.49331212043762207]
+shoebox :  ['shoe rack', 229, 0.3273535370826721]
+hairpin :  ['safety pin', 204, 0.4149191379547119]
+filament :  ['paper lantern', 259, 0.5387150347232819]
+wheelbarrow :  ['forklift', 407, 0.4722541570663452]
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+shell necklace :  ['jade pendant', 484, 0.40195363759994507]
+pearl bead :  ['shell necklace', 475, 0.42466503381729126]
+stone pebble :  ['cobblestone', 4, 0.3134099841117859]
+river stone :  ['riverbank', 79, 0.2790558338165283]
+lava rock :  ['volcano', 64, 0.43586140871047974]
+meteorite :  ['comet', 90, 0.4522082805633545]
+fossil :  ['meteorite', 480, 0.5488230288028717]
+amber shard :  ['obsidian', 483, 0.513700008392334]
+obsidian :  ['sapphire', 487, 0.49509310722351074]
+jade pendant :  ['shell necklace', 475, 0.40195363759994507]
+opal :  ['compass', 508, 0.5122455358505249]
+diamond :  ['silver ring', 279, 0.4585210680961609]
+sapphire :  ['emerald', 488, 0.4026823043823242]
+emerald :  ['sapphire', 487, 0.4026823043823242]
+ruby :  ['rust', 1, 0.47461622953414917]
+gold nugget :  ['gold coin', 172, 0.30211514234542847]
+silver ore :  ['silver ring', 279, 0.3787229657173157]
+iron ore :  ['silver ore', 491, 0.4367230534553528]
+coal seam :  ['salt mine', 494, 0.44472062587738037]
+salt mine :  ['coal seam', 493, 0.44472062587738037]
+ice cave :  ['cave entrance', 249, 0.3555394411087036]
+volcanic ash :  ['volcano', 64, 0.3741932511329651]
+smoke plume :  ['smoke alarm', 304, 0.4216204285621643]
+steam vent :  ['air vent', 306, 0.34788012504577637]
+hot spring :  ['steam vent', 498, 0.522072821855545]
+cool stream :  ['cold drizzle', 264, 0.6222041547298431]
+quiet lagoon :  ['quiet harbor', 256, 0.4261443018913269]
+stormy sea :  ['storm cloud', 369, 0.43972647190093994]
+tidal pool :  ['swimming pool', 359, 0.4344558119773865]
+wave crest :  ['stormy sea', 502, 0.5184213817119598]
+shipwreck :  ['cargo ship', 258, 0.4931170344352722]
+anchor chain :  ['shell necklace', 475, 0.5092045664787292]
+life raft :  ['lifeguard chair', 361, 0.46057140827178955]
+compass :  ['compass rose', 367, 0.44692128896713257]
+nautical chart :  ['sailboat', 92, 0.5134220123291016]
+signal flag :  ['signal flare', 203, 0.2868216037750244]
+captain's log :  ['error log', 327, 0.5440478324890137]
+crew cabin :  ['engine room', 513, 0.45168524980545044]
+engine room :  ['control room', 320, 0.3913359045982361]
+cargo hold :  ['cargo ship', 258, 0.3658291697502136]
+harbor pilot :  ['harbor', 22, 0.30642688274383545]
+customs form :  ['shipping label', 399, 0.5532555282115936]
+trade route :  ['country road', 376, 0.5101540684700012]
+rail switch :  ['train platform', 217, 0.49531352519989014]
+freight car :  ['freight', 127, 0.3354493975639343]
+train whistle :  ['referee whistle', 537, 0.3778820037841797]
+station clock :  ['digital clock', 585, 0.17027902603149414]
+platform bench :  ['piano bench', 340, 0.3280354142189026]
+bus ticket :  ['ticket stub', 216, 0.3354426622390747]
+subway map :  ['bus stop', 218, 0.532191812992096]
+streetcar :  ['freight car', 519, 0.35858863592147827]
+bike lane :  ['sidewalk', 133, 0.4948025345802307]
+skateboard :  ['diving board', 360, 0.48879075050354004]
+helmet strap :  ['helmet', 27, 0.32529187202453613]
+knee pad :  ['brake pad', 312, 0.40023916959762573]
+soccer ball :  ['beach ball', 358, 0.4061047434806824]
+tennis racket :  ['guitar pick', 339, 0.5600227415561676]
+baseball glove :  ['work glove', 408, 0.33957189321517944]
+hockey puck :  ['soccer ball', 530, 0.4353717565536499]
+scoreboard :  ['chessboard', 355, 0.4084070324897766]
+team jersey :  ['soccer ball', 530, 0.5928529798984528]
+coach clipboard :  ['scoreboard', 534, 0.45255935192108154]
+referee whistle :  ['train whistle', 520, 0.3778820037841797]
+trophy case :  ['suitcase', 75, 0.49812668561935425]
+medal ribbon :  ['silver ring', 279, 0.5634165406227112]
+certificate :  ['diploma', 541, 0.47470957040786743]
+diploma :  ['certificate', 540, 0.47470957040786743]
+textbook :  ['notebook', 57, 0.5263833105564117]
+lecture hall :  ['music hall', 334, 0.4477342963218689]
+lab coat :  ['lab notebook', 299, 0.4785374402999878]
+microscope slide :  ['microscope', 33, 0.19348573684692383]
+test tube :  ['culture plate', 548, 0.47955453395843506]
+petri dish :  ['culture plate', 548, 0.4558982253074646]
+culture plate :  ['porcelain plate', 285, 0.443149209022522]
+pipette :  ['medicine bottle', 557, 0.49280446767807007]
+centrifuge :  ['carbon filter', 305, 0.5687724947929382]
+chemical flask :  ['glass jar', 170, 0.3938063979148865]
+oxygen tank :  ['test tube', 546, 0.5794039070606232]
+heart monitor :  ['stethoscope', 51, 0.5164602994918823]
+surgical mask :  ['carnival mask', 345, 0.503453940153122]
+sterile gauze :  ['bandage roll', 556, 0.5151838958263397]
+bandage roll :  ['packing tape', 400, 0.4527600407600403]
+medicine bottle :  ['ink bottle', 212, 0.2553284168243408]
+pill organizer :  ['desk organizer', 580, 0.3233487606048584]
+clinic hallway :  ['waiting room', 560, 0.4089180827140808]
+waiting room :  ['clinic hallway', 559, 0.4089180827140808]
+reception desk :  ['ticket booth', 343, 0.43870675563812256]
+appointment card :  ['boarding pass', 296, 0.4262227416038513]
+insurance form :  ['invoice', 19, 0.5699067711830139]
+patient chart :  ['pill organizer', 558, 0.4852749705314636]
+sticker label :  ['fragile sticker', 402, 0.32075798511505127]
+barcode scanner :  ['receipt printer', 395, 0.3856087923049927]
+printer toner :  ['ink cartridge', 569, 0.40567243099212646]
+paper tray :  ['paper receipt', 398, 0.4664466381072998]
+ink cartridge :  ['printer toner', 567, 0.40567243099212646]
+staple remover :  ['stapler', 115, 0.2654668092727661]
+binder clip :  ['hairpin', 139, 0.49909818172454834]
+spiral notebook :  ['notebook', 57, 0.43242233991622925]
+index card :  ['playing card', 354, 0.4406169056892395]
+sticky tab :  ['sticky note', 206, 0.37828731536865234]
+highlighter :  ['spotlight', 337, 0.43348830938339233]
+ballpoint pen :  ['fountain pen', 577, 0.3246235251426697]
+fountain pen :  ['ballpoint pen', 576, 0.3246235251426697]
+eraser :  ['pencil sharpener', 579, 0.5730158090591431]
+pencil sharpener :  ['pencil', 7, 0.24245238304138184]
+desk organizer :  ['pill organizer', 558, 0.3233487606048584]
+calendar page :  ['appointment card', 562, 0.45811402797698975]
+hour hand :  ['minute hand', 583, 0.12903904914855957]
+minute hand :  ['hour hand', 582, 0.12903904914855957]
+alarm clock :  ['digital clock', 585, 0.2263980507850647]
+digital clock :  ['station clock', 521, 0.17027902603149414]
+time zone :  ['station clock', 521, 0.43063706159591675]
+snowstorm :  ['snow', 8, 0.3270763158798218]
+heatwave :  ['hot spring', 499, 0.5290766656398773]
+sunrise :  ['sunset', 590, 0.25302648544311523]
+sunset :  ['sunrise', 589, 0.25302648544311523]
+eclipse :  ['asteroid', 89, 0.5307308435440063]
+starlight :  ['moonlight', 3, 0.39033156633377075]
+milky way :  ['starlight', 592, 0.5346148312091827]
+space station :  ['satellite', 16, 0.49940991401672363]
+launch pad :  ['loading dock', 404, 0.49689817428588867]
+rocket engine :  ['model rocket', 350, 0.34616905450820923]
+capsule :  ['compass', 508, 0.556228756904602]
+orbital path :  ['asteroid', 89, 0.5832518637180328]
+gravity well :  ['gravity', 35, 0.3988233804702759]
+AVERAGE DISTANCE:  0.42887150456508
+
+UNIQUE STRINGS TEST
+-------------------
+apple :  ['orchard', 28, 0.5390955209732056]
+rust :  ['copper', 85, 0.5694717168807983]
+velvet :  ['moonlight', 3, 0.600550651550293]
+moonlight :  ['midnight train', 161, 0.537724107503891]
+cobblestone :  ['marble', 13, 0.47093719244003296]
+paperclip :  ['penguin', 29, 0.5305823385715485]
+toaster :  ['pancake', 46, 0.56420037150383]
+pencil :  ['paint brush', 188, 0.45339953899383545]
+snow :  ['avalanche', 70, 0.5689583718776703]
+thunder :  ['monsoon', 71, 0.5108712911605835]
+cactus :  ['canyon', 113, 0.46159809827804565]
+reef :  ['jellyfish', 121, 0.6004925072193146]
+saffron :  ['coriander', 135, 0.5454502105712891]
+marble :  ['granite slab', 160, 0.4557529091835022]
+circuit :  ['cathedral', 110, 0.602990984916687]
+pickle :  ['penguin', 29, 0.525052398443222]
+satellite :  ['comet', 90, 0.577168881893158]
+pyramid :  ['pine cone', 208, 0.5487982332706451]
+lantern :  ['lighthouse', 78, 0.4047132730484009]
+invoice :  ['newsletter', 127, 0.5327737033367157]
+stadium :  ['cathedral', 110, 0.5040689408779144]
+chimney :  ['fireplace', 124, 0.34978318214416504]
+harbor :  ['barricade', 108, 0.556122899055481]
+jigsaw :  ['screwdriver', 41, 0.5433289110660553]
+cinnamon :  ['cocoa powder', 173, 0.512421578168869]
+umbrella :  ['monsoon', 71, 0.5119665265083313]
+mustard :  ['marmalade', 136, 0.4715617299079895]
+helmet :  ['anvil', 44, 0.6031703650951385]
+orchard :  ['forest canopy', 220, 0.5320201218128204]
+penguin :  ['hedgehog', 76, 0.5053174495697021]
+fjord :  ['glacier', 94, 0.4897250533103943]
+telescope :  ['microscope', 33, 0.4581800103187561]
+carnival :  ['candle', 58, 0.6333445012569427]
+microscope :  ['telescope', 31, 0.4581800103187561]
+treaty :  ['tugboat', 91, 0.6366810500621796]
+gravity :  ['hourglass', 72, 0.5561709105968475]
+shoelace :  ['shoe shelf', 200, 0.4277481436729431]
+mushroom :  ['moss patch', 212, 0.5276378989219666]
+seashell :  ['salt shaker', 166, 0.4912683963775635]
+windmill :  ['toolbox', 101, 0.4991886615753174]
+brochure :  ['newsletter', 127, 0.47132086753845215]
+screwdriver :  ['spatula', 83, 0.46206432580947876]
+quartz :  ['marble', 13, 0.5176275968551636]
+raven :  ['dragonfly', 53, 0.6014375388622284]
+anvil :  ['windmill', 39, 0.5214920043945312]
+luggage :  ['suitcase', 75, 0.1785978078842163]
+pancake :  ['cheesecake', 138, 0.5341075658798218]
+basil :  ['coriander', 135, 0.5405433475971222]
+shampoo :  ['soap dish', 202, 0.5305977165699005]
+accordion :  ['turnstile', 73, 0.4521508812904358]
+violin :  ['clarinet', 143, 0.4620087742805481]
+stethoscope :  ['saxophone', 105, 0.5152392387390137]
+radiator :  ['thermostat', 104, 0.3599817156791687]
+dragonfly :  ['jellyfish', 121, 0.5171863436698914]
+dandelion :  ['turnip', 133, 0.47053492069244385]
+octopus :  ['jellyfish', 121, 0.5056793689727783]
+sandpaper :  ['paint brush', 188, 0.4809088110923767]
+notebook :  ['sticky note', 182, 0.4943420886993408]
+candle :  ['lantern', 18, 0.46002644300460815]
+boulder :  ['canyon', 113, 0.5694257020950317]
+hinge :  ['keyhole', 116, 0.5119621157646179]
+doorknob :  ['window latch', 185, 0.4301106333732605]
+horizon :  ['cliff edge', 217, 0.5699641704559326]
+tundra :  ['glacier', 94, 0.536083310842514]
+volcano :  ['avalanche', 70, 0.4978914260864258]
+semaphore :  ['signal flare', 179, 0.5474718511104584]
+backpack :  ['suitcase', 75, 0.40817463397979736]
+chalkboard :  ['cardboard', 129, 0.49091726541519165]
+soybean :  ['coffee bean', 168, 0.4852079153060913]
+tangerine :  ['orange peel', 170, 0.4616706967353821]
+avalanche :  ['volcano', 64, 0.4978914260864258]
+monsoon :  ['thunder', 9, 0.5108712911605835]
+hourglass :  ['glass jar', 147, 0.5420453250408173]
+turnstile :  ['accordion', 49, 0.4521508812904358]
+wardrobe :  ['suitcase', 75, 0.476107656955719]
+suitcase :  ['luggage', 45, 0.1785978078842163]
+hedgehog :  ['penguin', 29, 0.5053174495697021]
+armadillo :  ['tortoise', 96, 0.524960845708847]
+lighthouse :  ['lantern', 18, 0.4047132730484009]
+riverbank :  ['river delta', 214, 0.3454385995864868]
+typewriter :  ['notebook', 57, 0.5519556999206543]
+teacup :  ['tea leaf', 169, 0.5286825597286224]
+peppermint :  ['cinnamon', 24, 0.5363247394561768]
+spatula :  ['plastic spoon', 155, 0.3819270730018616]
+goggles :  ['jigsaw', 23, 0.5844131708145142]
+copper :  ['mercury', 87, 0.5068223476409912]
+platinum :  ['gold coin', 149, 0.5837157964706421]
+mercury :  ['copper', 85, 0.5068223476409912]
+nebula :  ['comet', 90, 0.5302412807941437]
+asteroid :  ['comet', 90, 0.5205803215503693]
+comet :  ['asteroid', 89, 0.5205803215503693]
+tugboat :  ['sailboat', 92, 0.47717607021331787]
+sailboat :  ['tugboat', 91, 0.47717607021331787]
+iceberg :  ['glacier', 94, 0.4623432755470276]
+glacier :  ['arctic ice', 223, 0.416606605052948]
+barnacle :  ['octopus', 55, 0.5515410602092743]
+tortoise :  ['octopus', 55, 0.5140692889690399]
+gazelle :  ['windmill', 39, 0.6051991283893585]
+sardine :  ['sailboat', 92, 0.5609946846961975]
+parchment :  ['birch bark', 211, 0.5345576405525208]
+blueprint :  ['brochure', 40, 0.5074392855167389]
+toolbox :  ['accordion', 49, 0.48001497983932495]
+mortar :  ['marble', 13, 0.5752446055412292]
+pillowcase :  ['suitcase', 75, 0.46922844648361206]
+thermostat :  ['radiator', 52, 0.3599817156791687]
+saxophone :  ['trombone', 141, 0.3522041440010071]
+stopwatch :  ['metronome', 144, 0.5012728273868561]
+handkerchief :  ['bath towel', 203, 0.5294109880924225]
+barricade :  ['harbor', 22, 0.556122899055481]
+aqueduct :  ['water tower', 177, 0.5228995382785797]
+cathedral :  ['stadium', 20, 0.5040689408779144]
+bunkhouse :  ['bedframe', 130, 0.5420810580253601]
+meadow :  ['prairie grass', 221, 0.4739827513694763]
+canyon :  ['cactus', 10, 0.46159809827804565]
+gutter :  ['garden hose', 176, 0.5923968851566315]
+stapler :  ['spatula', 83, 0.5802872478961945]
+keyhole :  ['doorknob', 61, 0.481745183467865]
+balcony :  ['bedframe', 130, 0.5882867574691772]
+tapestry :  ['wardrobe', 74, 0.5879436433315277]
+popsicle :  ['pickle', 15, 0.5442207157611847]
+hazelnut :  ['coffee bean', 168, 0.509165346622467]
+jellyfish :  ['octopus', 55, 0.5056793689727783]
+manatee :  ['armadillo', 77, 0.5715155899524689]
+mongoose :  ['turnstile', 73, 0.5030977129936218]
+fireplace :  ['chimney', 21, 0.34978318214416504]
+skylight :  ['desk lamp', 183, 0.5349394083023071]
+sundial :  ['stopwatch', 106, 0.5225504338741302]
+newsletter :  ['brochure', 40, 0.47132086753845215]
+thesaurus :  ['telescope', 31, 0.5987453758716583]
+cardboard :  ['chalkboard', 67, 0.49091726541519165]
+bedframe :  ['bunkhouse', 111, 0.5420810580253601]
+cutlery :  ['spatula', 83, 0.5102018713951111]
+saucepan :  ['spatula', 83, 0.4938340187072754]
+turnip :  ['dandelion', 54, 0.47053492069244385]
+okra :  ['octopus', 55, 0.5613551437854767]
+coriander :  ['basil', 47, 0.5405433475971222]
+marmalade :  ['mustard', 26, 0.4715617299079895]
+crouton :  ['sourdough', 140, 0.5398858785629272]
+cheesecake :  ['pancake', 46, 0.5341075658798218]
+buttermilk :  ['sourdough', 140, 0.548316478729248]
+sourdough :  ['crouton', 137, 0.5398858785629272]
+trombone :  ['saxophone', 105, 0.3522041440010071]
+xylophone :  ['trombone', 141, 0.4597631096839905]
+clarinet :  ['saxophone', 105, 0.3967452049255371]
+metronome :  ['stopwatch', 106, 0.5012728273868561]
+blue jay :  ['blueprint', 100, 0.613607794046402]
+stone bridge :  ['iron gate', 150, 0.4976957440376282]
+glass jar :  ['ink bottle', 187, 0.3652535080909729]
+paper boat :  ['cardboard', 129, 0.5185050666332245]
+gold coin :  ['platinum', 86, 0.5837157964706421]
+iron gate :  ['stone bridge', 146, 0.4976957440376282]
+silent engine :  ['windmill', 39, 0.5930764675140381]
+broken compass :  ['comet', 90, 0.6120991706848145]
+dusty attic :  ['storm cellar', 163, 0.48952507972717285]
+ancient map :  ['tapestry', 118, 0.6654049456119537]
+plastic spoon :  ['spatula', 83, 0.3819270730018616]
+electric kettle :  ['ceramic mug', 157, 0.5689305067062378]
+ceramic mug :  ['glass jar', 147, 0.5142697095870972]
+wooden plank :  ['bedframe', 130, 0.5627785921096802]
+crystal vase :  ['glass jar', 147, 0.4477953314781189]
+granite slab :  ['marble', 13, 0.4557529091835022]
+midnight train :  ['moonlight', 3, 0.537724107503891]
+neon sign :  ['signal flare', 179, 0.5062674880027771]
+storm cellar :  ['dusty attic', 153, 0.48952507972717285]
+honey vat :  ['buttermilk', 139, 0.5910050272941589]
+sugar cube :  ['cocoa powder', 173, 0.5500516295433044]
+salt shaker :  ['pepper grinder', 167, 0.4565032720565796]
+pepper grinder :  ['salt shaker', 166, 0.4565032720565796]
+coffee bean :  ['soybean', 68, 0.4852079153060913]
+tea leaf :  ['teacup', 81, 0.5286825597286224]
+orange peel :  ['lime zest', 172, 0.4536665081977844]
+lemon wedge :  ['lime zest', 172, 0.48577409982681274]
+lime zest :  ['orange peel', 170, 0.4536665081977844]
+cocoa powder :  ['cinnamon', 24, 0.512421578168869]
+spice rack :  ['sock drawer', 198, 0.5153592526912689]
+kitchen basin :  ['sink faucet', 205, 0.47339844703674316]
+garden hose :  ['shower curtain', 204, 0.5520681738853455]
+water tower :  ['aqueduct', 109, 0.5228995382785797]
+radio mast :  ['radiator', 52, 0.5076909065246582]
+signal flare :  ['neon sign', 162, 0.5062674880027771]
+safety pin :  ['window latch', 185, 0.5334337949752808]
+rubber band :  ['windmill', 39, 0.6057865023612976]
+sticky note :  ['notebook', 57, 0.4943420886993408]
+desk lamp :  ['lantern', 18, 0.48984968662261963]
+floor mat :  ['bedframe', 130, 0.562810480594635]
+window latch :  ['doorknob', 61, 0.4301106333732605]
+mail slot :  ['newsletter', 127, 0.533221423625946]
+ink bottle :  ['glass jar', 147, 0.3652535080909729]
+paint brush :  ['pencil', 7, 0.45339953899383545]
+canvas frame :  ['accordion', 49, 0.5414203405380249]
+photo album :  ['brochure', 40, 0.5574561357498169]
+ticket stub :  ['stadium', 20, 0.5728830993175507]
+bus stop :  ['ticket stub', 191, 0.6081237196922302]
+parking meter :  ['market stall', 195, 0.5787587463855743]
+street vendor :  ['market stall', 195, 0.33451032638549805]
+market stall :  ['street vendor', 194, 0.33451032638549805]
+fruit crate :  ['cardboard', 129, 0.5434633195400238]
+toy chest :  ['sock drawer', 198, 0.5419281721115112]
+sock drawer :  ['shoe shelf', 200, 0.46948695182800293]
+coat hanger :  ['wardrobe', 74, 0.5672139525413513]
+shoe shelf :  ['shoelace', 36, 0.4277481436729431]
+laundry basket :  ['bath towel', 203, 0.5187047719955444]
+soap dish :  ['spatula', 83, 0.5121147632598877]
+bath towel :  ['shower curtain', 204, 0.46292316913604736]
+shower curtain :  ['bath towel', 203, 0.46292316913604736]
+sink faucet :  ['kitchen basin', 175, 0.47339844703674316]
+flower pot :  ['crystal vase', 159, 0.46261703968048096]
+rose bush :  ['moss patch', 212, 0.6235139667987823]
+pine cone :  ['pyramid', 17, 0.5487982332706451]
+oak twig :  ['birch bark', 211, 0.43740183115005493]
+maple syrup :  ['marmalade', 136, 0.5666136145591736]
+birch bark :  ['oak twig', 209, 0.43740183115005493]
+moss patch :  ['meadow', 112, 0.5258812606334686]
+pond waterway :  ['river delta', 214, 0.49687403440475464]
+river delta :  ['riverbank', 79, 0.3454385995864868]
+ocean current :  ['tropical cyclone', 224, 0.6098634004592896]
+sand dune :  ['desert mirage', 222, 0.42892009019851685]
+cliff edge :  ['canyon', 113, 0.5523660182952881]
+cave entrance :  ['canyon', 113, 0.5294012725353241]
+mountain pass :  ['pine cone', 208, 0.5893368721008301]
+forest canopy :  ['orchard', 28, 0.5320201218128204]
+prairie grass :  ['meadow', 112, 0.4739827513694763]
+desert mirage :  ['sand dune', 216, 0.42892009019851685]
+arctic ice :  ['glacier', 94, 0.416606605052948]
+tropical cyclone :  ['monsoon', 71, 0.5958273708820343]
+AVERAGE DISTANCE:  0.5044610431459216
+
+UNRELATED STRINGS TEST
+----------------------
+gavel :  ['javelin', 51, 0.5763504803180695]
+kelp :  ['fishhook', 26, 0.6239113509654999]
+accordion :  ['turnstile', 19, 0.4521508812904358]
+sunscreen :  ['sunsail', 35, 0.47154438495635986]
+asteroid :  ['eclipse', 25, 0.5307308435440063]
+linoleum :  ['limestone', 62, 0.6215006113052368]
+metaphor :  ['semaphore', 71, 0.35091257095336914]
+tarmac :  ['tollbooth', 137, 0.5595549643039703]
+sourdough :  ['doughnut', 54, 0.48749619722366333]
+thermostat :  ['radiator', 131, 0.3599817156791687]
+yurt :  ['cottage', 53, 0.5361099541187286]
+neutron :  ['nebula', 82, 0.5483430624008179]
+papyrus :  ['manuscript', 37, 0.537983626127243]
+anemone :  ['hedgehog', 129, 0.6228070855140686]
+calculus :  ['algorithm', 87, 0.6545105576515198]
+saxophone :  ['stethoscope', 101, 0.5152392387390137]
+haystack :  ['honeycomb', 133, 0.5525366961956024]
+molecule :  ['polymer', 108, 0.49319988489151]
+topaz :  ['mosaic', 109, 0.5685054361820221]
+turnstile :  ['accordion', 2, 0.4521508812904358]
+velodrome :  ['bobsled', 33, 0.6411547362804413]
+parachute :  ['catapult', 44, 0.5602435767650604]
+tundra :  ['glacier', 56, 0.5361056327819824]
+barcode :  ['algorithm', 87, 0.5221512317657471]
+kiwi :  ['avocado', 55, 0.5521106123924255]
+eclipse :  ['asteroid', 4, 0.5307308435440063]
+fishhook :  ['hammock', 94, 0.5266588032245636]
+candelabra :  ['chandelier', 128, 0.30332309007644653]
+microchip :  ['algorithm', 87, 0.5867162942886353]
+monastery :  ['cathedral', 86, 0.554569661617279]
+pesticide :  ['detergent', 100, 0.498507022857666]
+ravioli :  ['radiator', 131, 0.6044321656227112]
+sandstone :  ['soapstone', 143, 0.325999915599823]
+bobsled :  ['gondola', 75, 0.5577545464038849]
+quarantine :  ['cottage', 53, 0.6785191893577576]
+sunsail :  ['sunscreen', 3, 0.47154438495635986]
+moccasin :  ['mosaic', 109, 0.604662299156189]
+manuscript :  ['papyrus', 12, 0.537983626127243]
+stalactite :  ['soapstone', 143, 0.5313216745853424]
+watermark :  ['barcode', 23, 0.5580273568630219]
+diploma :  ['ballet', 57, 0.670754998922348]
+tortoise :  ['hedgehog', 129, 0.5179089605808258]
+helium :  ['neutron', 11, 0.5632761418819427]
+saffron :  ['tangerine', 76, 0.5544070601463318]
+catapult :  ['crossbow', 80, 0.4139162302017212]
+quicksilver :  ['kiwi', 24, 0.5907431840896606]
+basilisk :  ['sphinx', 106, 0.5345925986766815]
+tapestry :  ['mosaic', 109, 0.4972037672996521]
+taxidermy :  ['tapestry', 47, 0.6061405837535858]
+hazelnut :  ['doughnut', 54, 0.5508755147457123]
+hourglass :  ['honeycomb', 133, 0.6042674481868744]
+javelin :  ['velvet', 130, 0.5306350886821747]
+barometer :  ['seismograph', 135, 0.5652239918708801]
+cottage :  ['yurt', 10, 0.5361099541187286]
+doughnut :  ['sourdough', 8, 0.48749619722366333]
+avocado :  ['kiwi', 24, 0.5521106123924255]
+glacier :  ['tundra', 22, 0.5361056327819824]
+ballet :  ['marionette', 99, 0.6364325881004333]
+wrench :  ['fishhook', 26, 0.5784876048564911]
+firefly :  ['fishhook', 26, 0.5339438915252686]
+circuitry :  ['microchip', 28, 0.6140918135643005]
+scarecrow :  ['skeleton', 73, 0.6216301023960114]
+limestone :  ['sandstone', 32, 0.49319106340408325]
+origami :  ['accordion', 2, 0.595753937959671]
+cyanide :  ['cobalt', 65, 0.5350269675254822]
+cobalt :  ['cyanide', 64, 0.5350269675254822]
+marimba :  ['mandolin', 121, 0.5558297336101532]
+solder :  ['wrench', 58, 0.63596111536026]
+dandelion :  ['turnip', 118, 0.47053492069244385]
+bookkeeping :  ['calculus', 14, 0.6863144040107727]
+pinnacle :  ['keystone', 107, 0.6033195853233337]
+semaphore :  ['metaphor', 6, 0.35091257095336914]
+magma :  ['mosaic', 109, 0.5508467853069305]
+skeleton :  ['whalebone', 136, 0.5507161021232605]
+rhinestone :  ['geode', 98, 0.5789368748664856]
+gondola :  ['bobsled', 33, 0.5577545464038849]
+tangerine :  ['pomegranate', 105, 0.5477781891822815]
+isotope :  ['neutron', 11, 0.5542806684970856]
+harpsichord :  ['saxophone', 15, 0.5399725139141083]
+casserole :  ['cassette', 139, 0.5475893318653107]
+crossbow :  ['catapult', 44, 0.4139162302017212]
+vinegar :  ['detergent', 100, 0.610876590013504]
+nebula :  ['neutron', 11, 0.5483430624008179]
+cobweb :  ['clipboard', 103, 0.5705117881298065]
+ukulele :  ['mandolin', 121, 0.5208896994590759]
+satchel :  ['lanyard', 112, 0.5247489213943481]
+cathedral :  ['monastery', 29, 0.554569661617279]
+algorithm :  ['barcode', 23, 0.5221512317657471]
+fuselage :  ['accordion', 2, 0.6283828020095825]
+sunspear :  ['sunsail', 35, 0.4764558672904968]
+truffle :  ['velvet', 130, 0.5976737141609192]
+palisade :  ['pylon', 141, 0.5711684823036194]
+radiograph :  ['radiator', 131, 0.5469644665718079]
+handrail :  ['radiator', 131, 0.5729385912418365]
+hammock :  ['fishhook', 26, 0.5266588032245636]
+inkwell :  ['quill', 115, 0.5744828581809998]
+snowdrift :  ['tundra', 22, 0.5713670253753662]
+parliament :  ['palisade', 91, 0.6465874910354614]
+geode :  ['magma', 72, 0.5518949031829834]
+marionette :  ['marimba', 66, 0.5949908196926117]
+detergent :  ['pesticide', 30, 0.498507022857666]
+stethoscope :  ['saxophone', 15, 0.5152392387390137]
+carnival :  ['cathedral', 86, 0.6347155570983887]
+clipboard :  ['accordion', 2, 0.5209872126579285]
+hydrangea :  ['anemone', 13, 0.6232439875602722]
+pomegranate :  ['tangerine', 76, 0.5477781891822815]
+sphinx :  ['basilisk', 46, 0.5345925986766815]
+keystone :  ['kiwi', 24, 0.6022700071334839]
+polymer :  ['molecule', 17, 0.49319988489151]
+mosaic :  ['tapestry', 47, 0.4972037672996521]
+thunderclap :  ['gavel', 0, 0.6122830212116241]
+sundial :  ['sunscreen', 3, 0.5289863049983978]
+lanyard :  ['necktie', 138, 0.5165494084358215]
+icepick :  ['glacier', 56, 0.5657556653022766]
+pottery :  ['soapstone', 143, 0.5534464716911316]
+quill :  ['inkwell', 95, 0.5744828581809998]
+skylight :  ['sundial', 111, 0.576903373003006]
+monolith :  ['sphinx', 106, 0.5378003716468811]
+turnip :  ['dandelion', 68, 0.47053492069244385]
+oxygen :  ['helium', 42, 0.5928747653961182]
+refinery :  ['vinegar', 81, 0.6487473249435425]
+mandolin :  ['ukulele', 84, 0.5208896994590759]
+featherweight :  ['firefly', 59, 0.6189515590667725]
+saltpeter :  ['kelp', 1, 0.6328734755516052]
+aqueduct :  ['radiator', 131, 0.6219083666801453]
+typewriter :  ['clipboard', 103, 0.5351007878780365]
+plankton :  ['kelp', 1, 0.6243154108524323]
+detonation :  ['neutron', 11, 0.6218225955963135]
+chandelier :  ['candelabra', 27, 0.30332309007644653]
+hedgehog :  ['tortoise', 41, 0.5179089605808258]
+velvet :  ['javelin', 51, 0.5306350886821747]
+radiator :  ['thermostat', 9, 0.3599817156791687]
+hologram :  ['honeycomb', 133, 0.5648658275604248]
+honeycomb :  ['mosaic', 109, 0.5345775783061981]
+mortgage :  ['hammock', 94, 0.6528139114379883]
+seismograph :  ['barometer', 52, 0.5652239918708801]
+whalebone :  ['skeleton', 73, 0.5507161021232605]
+tollbooth :  ['tarmac', 7, 0.5595549643039703]
+necktie :  ['lanyard', 112, 0.5165494084358215]
+cassette :  ['satchel', 85, 0.5420977473258972]
+aardvark :  ['hedgehog', 129, 0.5946834683418274]
+pylon :  ['palisade', 91, 0.5711684823036194]
+marathon :  ['marionette', 99, 0.5995908379554749]
+soapstone :  ['sandstone', 32, 0.325999915599823]
+glyph :  ['clipboard', 103, 0.5321985185146332]
+AVERAGE DISTANCE:  0.5458866468791304
diff --git a/crackle_planning/test_embedding_out.txt b/crackle_planning/test_embedding_out.txt
new file mode 100644
index 0000000..e69de29
diff --git a/test_embedding_out.txt b/test_embedding_out.txt
new file mode 100644
index 0000000..e69de29