search-vector-database.markdown

layout	description	feature_area_category_name	feature_area_solution_name	resources
redesign-resource	Following are links to documents from users, application developers, and other members of the OpenSearch community that explore the ways OpenSearch can be deployed as a vector database solution.	Search	Vector Database	title url type author Augmenting Large Language Models with Verified Information Sources https://medium.com/@shankar.arunp/augmenting-large-language-models-with-verified-information-sources-leveraging-aws-sagemaker-and-f6be17fb10a8 Search Arun Shankar title url type The ABCs of semantic search in OpenSearch /blog/semantic-science-benchmarks/ Search title url type Augmenting ChatGPT with Amazon OpenSearch https://www.stratusgrid.com/open-space/augmenting-chatgpt-with-amazon-opensearch?locale=en Search title url type Amazon OpenSearch Service’s vector database capabilities explained https://aws.amazon.com/blogs/big-data/amazon-opensearch-services-vector-database-capabilities-explained/?locale=en Search title url type Try semantic search with the Amazon OpenSearch Service vector engine https://aws.amazon.com/blogs/big-data/try-semantic-search-with-the-amazon-opensearch-service-vector-engine/ Search title url type How FIS ingests and searches vector data for quick ticket resolution with Amazon OpenSearch Service https://aws.amazon.com/blogs/big-data/how-fis-ingests-and-searches-vector-data-for-quick-ticket-resolution-with-amazon-opensearch-service/ Search title url type Build a powerful question answering bot https://aws.amazon.com/blogs/machine-learning/build-a-powerful-question-answering-bot-with-amazon-sagemaker-amazon-opensearch-service-streamlit-and-langchain/ Search title url type Implement unified text and image search with a CLIP model https://aws.amazon.com/blogs/machine-learning/implement-unified-text-and-image-search-with-a-clip-model-using-amazon-sagemaker-and-amazon-opensearch-service/ Search title url type Choose the k-NN algorithm for your billion-scale use case with OpenSearch https://aws.amazon.com/blogs/big-data/choose-the-k-nn-algorithm-for-your-billion-scale-use-case-with-opensearch/ Search

Integrations

• Haystack integration with OpenSearch{:target="_blank"}
• Hopsworks integration with OpenSearch{:target="_blank}
• LangChain integration with OpenSearch{:target="_blank"}
• LlamaIndex integration with OpenSearch{:target="_blank}

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