git clone https://github.com/jjerry-k/atlas_local.git

PORT = 27778 # Mongo DB PORT
USERNAME = root # Mongo DB username
PASSWORD = root # Mongo DB password
DEPLOYMENT_NAME = LOCAL # Deployment name
ATLAS_ROOT = /disk/atlas # Atlas data path

docker compose up -d

# mongo  | 
# mongo  | To list both local and cloud Atlas deployments, authenticate to your Atlas account using the "atlas login" command.
# mongo  | Check Deployment: ''
# mongo  | 
# mongo  | Not found 'LOCAL' in deployments
# mongo  | 
# mongo  | [Default Settings]
# mongo  | Deployment Name   LOCAL
# mongo  | MongoDB Version   7.0
# mongo  | Port              27778
# mongo  | 
# mongo  | Creating your cluster LOCAL [this might take several minutes]
# mongo  | 1/3: Starting your local environment...
# mongo  | 2/3: Downloading the MongoDB binaries to your local environment...
# mongo  | 3/3: Creating your deployment LOCAL...
# mongo  | Deployment created!
# mongo  | 
# mongo  | connection skipped
# mongo  | Connection string: mongodb://root:root@localhost:27778/?directConnection=true

curl  https://atlas-education.s3.amazonaws.com/sampledata.archive -o sample/sampledata.archive

docker exec -ti mongo make example

// search.js
use('sample_mflix');

db.embedded_movies.aggregate([
    {
      "$vectorSearch": {
        "index": "vectorSearchIndex",
        "path": "plot_embedding",
        "queryVector": 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        "numCandidates": 150,
        "limit": 10
      }
    },
    {
      "$project": {
        "_id": 0,
        "plot": 1,
        "title": 1,
        "score": { $meta: "vectorSearchScore" }
      }
    }
  ])

# Python 실행 결과
{'plot': 'When two girls move to the country to be near their ailing mother, they have adventures with the wonderous forest spirits who live nearby.', 'title': 'My Neighbor Totoro', 'score': 0.9999986886978149}
{'plot': "To escape a war, a girl flees to a remote farmhouse and becomes part of an expansive family's unusual, perhaps even supernatural lifestyle.", 'title': 'Black Moon', 'score': 0.8282386660575867}
{'plot': 'A shape-shifting mountain man and a group of children team up to protect an enchanted forest from evil lumberjacks.', 'title': 'Forest Warrior', 'score': 0.8196926712989807}
{'plot': 'A shape-shifting mountain man and a group of children team up to protect an enchanted forest from evil lumberjacks.', 'title': 'Forest Warrior', 'score': 0.8196901082992554}
{'plot': 'An adventurous girl finds another world that is a strangely idealized version of her frustrating home, but it has sinister secrets.', 'title': 'Coraline', 'score': 0.815956711769104}
{'plot': "Set in a medieval village that is haunted by a werewolf, a young girl falls for an orphaned woodcutter, much to her family's displeasure.", 'title': 'Red Riding Hood', 'score': 0.8112794160842896}
{'plot': 'Their women having been enslaved by the local pack of lesbian vampires thanks to an ancient curse, the remaining menfolk of a rural town send two hapless young lads out onto the moors as a sacrifice.', 'title': 'Vampire Killers', 'score': 0.8102427124977112}
{'plot': 'In a mythical land, a man and a young boy investigate a series of unusual occurrences.', 'title': 'Tales from Earthsea', 'score': 0.8100577592849731}
{'plot': 'Because of the actions of her irresponsible parents, a young girl is left alone on a decrepit country estate and survives inside her fantastic imagination.', 'title': 'Tideland', 'score': 0.8080059885978699}
{'plot': 'Two siblings discover a supernatural escape from a troubled home, but find their bond tested when reality threatens to tear their family apart.', 'title': 'One and Two', 'score': 0.8072565197944641}

# VSCode 익스텐션 실행 결과
[
  {
    "plot": "When two girls move to the country to be near their ailing mother, they have adventures with the wonderous forest spirits who live nearby.",
    "title": "My Neighbor Totoro",
    "score": 0.9999986886978149
  },
  {
    "plot": "To escape a war, a girl flees to a remote farmhouse and becomes part of an expansive family's unusual, perhaps even supernatural lifestyle.",
    "title": "Black Moon",
    "score": 0.8282386660575867
  },
  {
    "plot": "A shape-shifting mountain man and a group of children team up to protect an enchanted forest from evil lumberjacks.",
    "title": "Forest Warrior",
    "score": 0.8196926712989807
  },
  {
    "plot": "A shape-shifting mountain man and a group of children team up to protect an enchanted forest from evil lumberjacks.",
    "title": "Forest Warrior",
    "score": 0.8196901082992554
  },
  {
    "plot": "An adventurous girl finds another world that is a strangely idealized version of her frustrating home, but it has sinister secrets.",
    "title": "Coraline",
    "score": 0.815956711769104
  },
  {
    "plot": "Set in a medieval village that is haunted by a werewolf, a young girl falls for an orphaned woodcutter, much to her family's displeasure.",
    "title": "Red Riding Hood",
    "score": 0.8112794160842896
  },
  {
    "plot": "Their women having been enslaved by the local pack of lesbian vampires thanks to an ancient curse, the remaining menfolk of a rural town send two hapless young lads out onto the moors as a sacrifice.",
    "title": "Vampire Killers",
    "score": 0.8102427124977112
  },
  {
    "plot": "In a mythical land, a man and a young boy investigate a series of unusual occurrences.",
    "title": "Tales from Earthsea",
    "score": 0.8100577592849731
  },
  {
    "plot": "Because of the actions of her irresponsible parents, a young girl is left alone on a decrepit country estate and survives inside her fantastic imagination.",
    "title": "Tideland",
    "score": 0.8080059885978699
  },
  {
    "plot": "Two siblings discover a supernatural escape from a troubled home, but find their bond tested when reality threatens to tear their family apart.",
    "title": "One and Two",
    "score": 0.8072565197944641
  }
]