Vector Databases (FAISS / Weaviate / BigQuery Vector Search)

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Let’s continue building our retrieval system.

In the last lesson, we learned how to split large documents into smaller chunks.

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Let’s recap.

Vector databases store embeddings and help search by meaning.

They are essential once you have many document chunks.

We covered:

The right tool depends on your use case.

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Skillioma (October 28, 2026) Vector Databases (FAISS / Weaviate / BigQuery Vector Search). Retrieved from https://repo.skillioma.com/vector-databases-faiss-weaviate-bigquery-vector-search/.

"Vector Databases (FAISS / Weaviate / BigQuery Vector Search)." Skillioma - October 28, 2026, https://repo.skillioma.com/vector-databases-faiss-weaviate-bigquery-vector-search/

"Vector Databases (FAISS / Weaviate / BigQuery Vector Search)." Skillioma - Accessed October 28, 2026. https://repo.skillioma.com/vector-databases-faiss-weaviate-bigquery-vector-search/

Skillioma October 27, 2026 Vector Databases (FAISS / Weaviate / BigQuery Vector Search)., viewed October 28, 2026,<https://repo.skillioma.com/vector-databases-faiss-weaviate-bigquery-vector-search/>

Skillioma - Vector Databases (FAISS / Weaviate / BigQuery Vector Search). [Internet]. [Accessed October 28, 2026]. Available from: https://repo.skillioma.com/vector-databases-faiss-weaviate-bigquery-vector-search/

"Vector Databases (FAISS / Weaviate / BigQuery Vector Search)." Skillioma [Online]. Available: https://repo.skillioma.com/vector-databases-faiss-weaviate-bigquery-vector-search/. [Accessed: October 28, 2026]