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update examples
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---
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title: Aleph Alpha
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weight: 900
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aliases: [ ../integrations/aleph-alpha/ ]
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aliases:
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- /documentation/examples/aleph-alpha-search/
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- /documentation/tutorials/aleph-alpha-search/
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- /documentation/integrations/aleph-alpha/
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---
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# Using Aleph Alpha Embeddings with Qdrant
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Aleph Alpha is a multimodal and multilingual embeddings' provider. Their API allows creating the embeddings for text and images, both
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in the same latent space. They maintain an [official Python client](https://github.com/Aleph-Alpha/aleph-alpha-client) that might be
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installed with pip:
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| End-to-End Code Samples | Description | Stack |
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|---------------------------------------------------------------------------------|-------------------------------------------------------------------|---------------------------------------------|
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| [Aleph Alpha Search](../examples/aleph-alpha-search/) | Build a multimodal search that combines text and image data. | Qdrant, Aleph Alpha |
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| [Mighty Semantic Search](../examples/mighty/) | Build a simple semantic search with an on-demand NLP service. | Qdrant, Mighty |
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| [Multitenancy with LlamaIndex](../examples/llama-index-multitenancy/) | Handle data coming from multiple users in LlamaIndex. | Qdrant, Python, LlamaIndex |
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| [Implement custom connector for Cohere RAG](../examples/cohere-rag-connector/) | Bring data stored in Qdrant to Cohere RAG | Qdrant, Cohere, FastAPI |
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| [Chatbot for Interactive Learning](../examples/rag-chatbot-red-hat-openshift-haystack/) | Build a Private RAG Chatbot for Interactive Learning | Qdrant, Haystack, OpenShift |
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@@ -1,8 +1,7 @@
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---
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title: Aleph Alpha Search
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weight: 16
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aliases:
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- /documentation/tutorials/aleph-alpha-search/
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draft: true
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---
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# Multimodal Semantic Search with Aleph Alpha
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@@ -6,8 +6,7 @@ weight: 17
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author: Andre Bogus
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author_link: https://llogiq.github.io
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date: 2023-06-01T11:24:20+01:00
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aliases:
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- /documentation/tutorials/mighty.md/
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draft: true
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keywords:
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- vector search
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- embeddings
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@@ -1,6 +1,8 @@
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---
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title: Semantic Search 101
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weight: -100
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aliases:
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- /documentation/tutorials/mighty.md/
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---
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# Semantic Search for Beginners
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