docs: navigation (#5900)
This commit is contained in:
Kartik
@@ -14,17 +14,17 @@ See the list of supported embedders below.
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</Note>
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<CardGroup cols={4}>
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<Card title="OpenAI" href="/components/embedders/models/openai"></Card>
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<Card title="Azure OpenAI" href="/components/embedders/models/azure_openai"></Card>
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<Card title="Ollama" href="/components/embedders/models/ollama"></Card>
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<Card title="Hugging Face" href="/components/embedders/models/huggingface"></Card>
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<Card title="Google AI" href="/components/embedders/models/google_AI"></Card>
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<Card title="Vertex AI" href="/components/embedders/models/vertexai"></Card>
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<Card title="Together" href="/components/embedders/models/together"></Card>
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<Card title="LM Studio" href="/components/embedders/models/lmstudio"></Card>
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<Card title="Langchain" href="/components/embedders/models/langchain"></Card>
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<Card title="AWS Bedrock" href="/components/embedders/models/aws_bedrock"></Card>
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<Card title="FastEmbed" href="/components/embedders/models/fastembed"></Card>
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<Card title="OpenAI" icon="/images/provider-icons/openai.svg" href="/components/embedders/models/openai"></Card>
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<Card title="Azure OpenAI" icon="/images/provider-icons/azure-color.svg" href="/components/embedders/models/azure_openai"></Card>
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<Card title="Ollama" icon="/images/provider-icons/ollama.svg" href="/components/embedders/models/ollama"></Card>
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<Card title="Hugging Face" icon="/images/provider-icons/huggingface.svg" href="/components/embedders/models/huggingface"></Card>
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<Card title="Google AI" icon="/images/provider-icons/google-color.svg" href="/components/embedders/models/google_AI"></Card>
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<Card title="Vertex AI" icon="/images/provider-icons/vertexai.svg" href="/components/embedders/models/vertexai"></Card>
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<Card title="Together" icon="/images/provider-icons/together-color.svg" href="/components/embedders/models/together"></Card>
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<Card title="LM Studio" icon="/images/provider-icons/lmstudio.svg" href="/components/embedders/models/lmstudio"></Card>
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<Card title="Langchain" icon="/images/provider-icons/langchain-color.svg" href="/components/embedders/models/langchain"></Card>
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<Card title="AWS Bedrock" icon="/images/provider-icons/bedrock-color.svg" href="/components/embedders/models/aws_bedrock"></Card>
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<Card title="FastEmbed" icon="/images/provider-icons/qdrant.svg" href="/components/embedders/models/fastembed"></Card>
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</CardGroup>
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## Usage
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@@ -20,22 +20,22 @@ See the list of supported LLMs below.
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</Note>
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<CardGroup cols={4}>
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<Card title="OpenAI" href="/components/llms/models/openai" />
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<Card title="Ollama" href="/components/llms/models/ollama" />
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<Card title="Azure OpenAI" href="/components/llms/models/azure_openai" />
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<Card title="Anthropic" href="/components/llms/models/anthropic" />
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<Card title="Together" href="/components/llms/models/together" />
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<Card title="Groq" href="/components/llms/models/groq" />
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<Card title="Litellm" href="/components/llms/models/litellm" />
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<Card title="Mistral AI" href="/components/llms/models/mistral_AI" />
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<Card title="Google AI" href="/components/llms/models/google_AI" />
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<Card title="AWS bedrock" href="/components/llms/models/aws_bedrock" />
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<Card title="DeepSeek" href="/components/llms/models/deepseek" />
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<Card title="MiniMax" href="/components/llms/models/minimax" />
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<Card title="xAI" href="/components/llms/models/xAI" />
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<Card title="Sarvam AI" href="/components/llms/models/sarvam" />
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<Card title="LM Studio" href="/components/llms/models/lmstudio" />
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<Card title="Langchain" href="/components/llms/models/langchain" />
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<Card title="OpenAI" icon="/images/provider-icons/openai.svg" href="/components/llms/models/openai" />
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<Card title="Ollama" icon="/images/provider-icons/ollama.svg" href="/components/llms/models/ollama" />
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<Card title="Azure OpenAI" icon="/images/provider-icons/azure-color.svg" href="/components/llms/models/azure_openai" />
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<Card title="Anthropic" icon="/images/provider-icons/anthropic.svg" href="/components/llms/models/anthropic" />
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<Card title="Together" icon="/images/provider-icons/together-color.svg" href="/components/llms/models/together" />
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<Card title="Groq" icon="/images/provider-icons/groq.svg" href="/components/llms/models/groq" />
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<Card title="Litellm" icon="shuffle" href="/components/llms/models/litellm" />
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<Card title="Mistral AI" icon="/images/provider-icons/mistral-color.svg" href="/components/llms/models/mistral_AI" />
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<Card title="Google AI" icon="/images/provider-icons/google-color.svg" href="/components/llms/models/google_AI" />
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<Card title="AWS bedrock" icon="/images/provider-icons/bedrock-color.svg" href="/components/llms/models/aws_bedrock" />
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<Card title="DeepSeek" icon="/images/provider-icons/deepseek-color.svg" href="/components/llms/models/deepseek" />
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<Card title="MiniMax" icon="/images/provider-icons/minimax-color.svg" href="/components/llms/models/minimax" />
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<Card title="xAI" icon="/images/provider-icons/xai.svg" href="/components/llms/models/xAI" />
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<Card title="Sarvam AI" icon="/images/provider-icons/sarvam.svg" href="/components/llms/models/sarvam" />
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<Card title="LM Studio" icon="/images/provider-icons/lmstudio.svg" href="/components/llms/models/lmstudio" />
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<Card title="Langchain" icon="/images/provider-icons/langchain-color.svg" href="/components/llms/models/langchain" />
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</CardGroup>
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## Structured vs Unstructured Outputs
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@@ -9,6 +9,18 @@ Mem0 rerankers rescore vector search hits so your agents surface the most releva
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Reranking trades extra latency for better precision. Start once you have baseline search working and measure before/after relevance.
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</Info>
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## Supported Rerankers
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<CardGroup cols={3}>
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<Card title="Cohere" icon="/images/provider-icons/cohere.svg" href="/components/rerankers/models/cohere" />
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<Card title="Sentence Transformers" icon="vector-square" href="/components/rerankers/models/sentence_transformer" />
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<Card title="Hugging Face" icon="/images/provider-icons/huggingface.svg" href="/components/rerankers/models/huggingface" />
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<Card title="LLM Reranker" icon="wand-magic-sparkles" href="/components/rerankers/models/llm_reranker" />
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<Card title="Zero Entropy" icon="/images/provider-icons/zeroentropy.svg" href="/components/rerankers/models/zero_entropy" />
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</CardGroup>
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## Reranking Workflow
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<CardGroup cols={3}>
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<Card
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title="Understand Reranking"
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@@ -19,13 +31,13 @@ Reranking trades extra latency for better precision. Start once you have baselin
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<Card
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title="Configure Providers"
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description="Add reranker blocks to your memory configuration."
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icon="settings"
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icon="gear"
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href="/components/rerankers/config"
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/>
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<Card
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title="Optimize Performance"
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description="Balance relevance, latency, and cost with tuning tactics."
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icon="speedometer"
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icon="gauge"
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href="/components/rerankers/optimization"
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/>
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<Card
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@@ -43,7 +55,7 @@ Reranking trades extra latency for better precision. Start once you have baselin
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<Card
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title="Sentence Transformers"
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description="Keep reranking on-device with cross-encoder models."
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icon="cpu"
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icon="microchip"
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href="/components/rerankers/models/sentence_transformer"
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/>
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</CardGroup>
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@@ -66,7 +78,7 @@ Reranking trades extra latency for better precision. Start once you have baselin
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<Card
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title="Set Up Reranking"
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description="Walk through the configuration fields and defaults."
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icon="settings"
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icon="gear"
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href="/components/rerankers/config"
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/>
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<Card
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@@ -14,26 +14,26 @@ See the list of supported vector databases below.
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</Note>
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<CardGroup cols={3}>
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<Card title="Qdrant" href="/components/vectordbs/dbs/qdrant"></Card>
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<Card title="Chroma" href="/components/vectordbs/dbs/chroma"></Card>
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<Card title="PGVector" href="/components/vectordbs/dbs/pgvector"></Card>
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<Card title="Upstash Vector" href="/components/vectordbs/dbs/upstash-vector"></Card>
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<Card title="Milvus" href="/components/vectordbs/dbs/milvus"></Card>
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<Card title="Pinecone" href="/components/vectordbs/dbs/pinecone"></Card>
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<Card title="MongoDB" href="/components/vectordbs/dbs/mongodb"></Card>
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<Card title="Azure" href="/components/vectordbs/dbs/azure"></Card>
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<Card title="Redis" href="/components/vectordbs/dbs/redis"></Card>
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<Card title="Valkey" href="/components/vectordbs/dbs/valkey"></Card>
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<Card title="Elasticsearch" href="/components/vectordbs/dbs/elasticsearch"></Card>
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<Card title="OpenSearch" href="/components/vectordbs/dbs/opensearch"></Card>
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<Card title="Supabase" href="/components/vectordbs/dbs/supabase"></Card>
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<Card title="Vertex AI" href="/components/vectordbs/dbs/vertex_ai"></Card>
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<Card title="Weaviate" href="/components/vectordbs/dbs/weaviate"></Card>
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<Card title="FAISS" href="/components/vectordbs/dbs/faiss"></Card>
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<Card title="LangChain" href="/components/vectordbs/dbs/langchain"></Card>
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<Card title="Amazon S3 Vectors" href="/components/vectordbs/dbs/s3_vectors"></Card>
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<Card title="Databricks" href="/components/vectordbs/dbs/databricks"></Card>
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<Card title="Turbopuffer" href="/components/vectordbs/dbs/turbopuffer"></Card>
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<Card title="Qdrant" icon="/images/provider-icons/qdrant.svg" href="/components/vectordbs/dbs/qdrant"></Card>
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<Card title="Chroma" icon="/images/provider-icons/chroma.svg" href="/components/vectordbs/dbs/chroma"></Card>
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<Card title="PGVector" icon="/images/provider-icons/postgresql.svg" href="/components/vectordbs/dbs/pgvector"></Card>
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<Card title="Upstash Vector" icon="/images/provider-icons/upstash.svg" href="/components/vectordbs/dbs/upstash-vector"></Card>
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<Card title="Milvus" icon="/images/provider-icons/milvus.svg" href="/components/vectordbs/dbs/milvus"></Card>
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<Card title="Pinecone" icon="/images/provider-icons/pinecone.svg" href="/components/vectordbs/dbs/pinecone"></Card>
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<Card title="MongoDB" icon="/images/provider-icons/mongodb.svg" href="/components/vectordbs/dbs/mongodb"></Card>
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<Card title="Azure" icon="/images/provider-icons/azure-color.svg" href="/components/vectordbs/dbs/azure"></Card>
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<Card title="Redis" icon="/images/provider-icons/redis.svg" href="/components/vectordbs/dbs/redis"></Card>
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<Card title="Valkey" icon="/images/provider-icons/valkey.svg" href="/components/vectordbs/dbs/valkey"></Card>
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<Card title="Elasticsearch" icon="/images/provider-icons/elasticsearch.svg" href="/components/vectordbs/dbs/elasticsearch"></Card>
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<Card title="OpenSearch" icon="/images/provider-icons/opensearch.svg" href="/components/vectordbs/dbs/opensearch"></Card>
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<Card title="Supabase" icon="/images/provider-icons/supabase.svg" href="/components/vectordbs/dbs/supabase"></Card>
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<Card title="Vertex AI" icon="/images/provider-icons/vertexai.svg" href="/components/vectordbs/dbs/vertex_ai"></Card>
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<Card title="Weaviate" icon="circle-nodes" href="/components/vectordbs/dbs/weaviate"></Card>
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<Card title="FAISS" icon="layer-group" href="/components/vectordbs/dbs/faiss"></Card>
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<Card title="LangChain" icon="/images/provider-icons/langchain-color.svg" href="/components/vectordbs/dbs/langchain"></Card>
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<Card title="Amazon S3 Vectors" icon="/images/provider-icons/aws-color.svg" href="/components/vectordbs/dbs/s3_vectors"></Card>
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<Card title="Databricks" icon="/images/provider-icons/databricks.svg" href="/components/vectordbs/dbs/databricks"></Card>
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<Card title="Turbopuffer" icon="/images/provider-icons/turbopuffer.svg" href="/components/vectordbs/dbs/turbopuffer"></Card>
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</CardGroup>
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## Usage
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Reference in New Issue
Block a user