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src/store/CHANGELOG.md

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@@ -46,6 +46,7 @@ CHANGELOG
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- Qdrant
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- SurrealDB
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- Typesense
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- Weaviate
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* Add Retrieval Augmented Generation (RAG) support:
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- Document embedding storage
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- Similarity search for relevant documents

src/store/doc/index.rst

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@@ -48,6 +48,7 @@ You can find more advanced usage in combination with an Agent using the store fo
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* `Similarity Search with SurrealDB (RAG)`_
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* `Similarity Search with Symfony Cache (RAG)`_
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* `Similarity Search with Typesense (RAG)`_
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* `Similarity Search with Weaviate (RAG)`_
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.. note::
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@@ -72,6 +73,7 @@ Supported Stores
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* `SurrealDB`_
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* `Symfony Cache`_
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* `Typesense`_
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* `Weaviate`_
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.. note::
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.. _`Similarity Search with Qdrant (RAG)`: https://github.com/symfony/ai/blob/main/examples/rag/qdrant.php
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.. _`Similarity Search with SurrealDB (RAG)`: https://github.com/symfony/ai/blob/main/examples/rag/surrealdb.php
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.. _`Similarity Search with Typesense (RAG)`: https://github.com/symfony/ai/blob/main/examples/rag/typesense.php
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.. _`Similarity Search with Weaviate (RAG)`: https://github.com/symfony/ai/blob/main/examples/rag/weaviate.php
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.. _`Azure AI Search`: https://azure.microsoft.com/products/ai-services/ai-search
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.. _`Chroma`: https://www.trychroma.com/
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.. _`MariaDB`: https://mariadb.org/projects/mariadb-vector/
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.. _`Typesense`: https://typesense.org/
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.. _`GitHub`: https://github.com/symfony/ai/issues/16
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.. _`Symfony Cache`: https://symfony.com/doc/current/components/cache.html
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.. _`Weaviate`: https://weaviate.io/

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