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# Oceanbase Vector RAG
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# OceanBase Vector RAG
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In this example, we will show how to use the Oceanbase Vector as in DB-GPT RAG Storage. Using a graph database to implement RAG can, to some extent, alleviate the uncertainty and interpretability issues brought about by vector database retrieval.
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In this example, we will show how to use the Oceanbase Vector as in DB-GPT RAG Storage. Using a graph database to implement RAG can, to some extent, alleviate the uncertainty and interpretability issues brought about by vector database retrieval.
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--extra "dbgpts"
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--extra "dbgpts"
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````
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````
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### Prepare Oceanbase Vector
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### Prepare OceanBase Vector
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Prepare Oceanbase Vector database service, reference[Oceanbase Vector](https://open.oceanbase.com/) .
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Prepare Oceanbase Vector database service, reference[Oceanbase Vector](https://open.oceanbase.com/) .
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### TuGraph Configuration
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### OceanBase Configuration
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Set rag storage variables below in `configs/dbgpt-proxy-openai.toml` file, let DB-GPT know how to connect to Oceanbase Vector.
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Set rag storage variables below in `configs/dbgpt-proxy-openai.toml` file, let DB-GPT know how to connect to Oceanbase Vector.
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