Update documentation: Replace Qdrant with Supabase references
- Updated vector store provider references throughout documentation - Changed default vector store from Qdrant to Supabase (pgvector) - Updated configuration examples to use Supabase connection strings - Modified navigation structure to remove qdrant-specific references - Updated examples in mem0-with-ollama and llama-index integration - Corrected API reference and architecture documentation 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
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@@ -13,7 +13,7 @@ Mem0 includes built-in support for various popular databases. Memory can utilize
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See the list of supported vector databases below.
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<Note>
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The following vector databases are supported in the Python implementation. The TypeScript implementation currently only supports Qdrant, Redis,Vectorize and in-memory vector database.
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The following vector databases are supported in the Python implementation. The TypeScript implementation currently only supports Qdrant, Redis, Vectorize and in-memory vector database.
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</Note>
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<CardGroup cols={3}>
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@@ -37,7 +37,7 @@ See the list of supported vector databases below.
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## Usage
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To utilize a vector database, you must provide a configuration to customize its usage. If no configuration is supplied, a default configuration will be applied, and `Qdrant` will be used as the vector database.
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To utilize a vector database, you must provide a configuration to customize its usage. If no configuration is supplied, a default configuration will be applied, and `Supabase` (with pgvector) will be used as the vector database.
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For a comprehensive list of available parameters for vector database configuration, please refer to [Config](./config).
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