GD× Snowflake

General Dynamics Corporation Earnings Embeddings in Snowflake

Query General Dynamics Corporation earnings call vector embeddings natively in Snowflake via Apache Iceberg. No ETL required — mount the VectorFin catalog and start querying in minutes.

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Ticker

GD

Coverage

2020–present

Dims

768

Model

gemini-embedding-2-preview

Snowflake query example

-- Mount VectorFin Iceberg catalog in Snowflake
CREATE OR REPLACE ICEBERG TABLE GD_embeddings
  EXTERNAL_VOLUME = 'vectorfin_gcs'
  CATALOG = 'vectorfin_polaris'
  CATALOG_TABLE_NAME = 'embeddings.transcripts';

-- Query GD embeddings
SELECT ticker, fiscal_period, chunk_idx,
       VECTOR_COSINE_SIMILARITY(embedding, :query_vec) AS score
FROM   GD_embeddings
WHERE  ticker = 'GD'
  AND  fiscal_period = '2024-Q4'
ORDER  BY score DESC
LIMIT  10;

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