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* added a table of content * wide layout for docs, styles for the table of content * fixes for docs layout * wide footer at the docs section * added support for nested docs, added toggling groups of links, delimiters, external links * external link icon * added active state for nested links, styles for the external link icon * styles fix * remove doc sync * update directory structure and doc titles * fix outstanding links * fix more links for merge * Revert "fix more links for merge" This reverts commit 46c9ccaf1b7765f2cda8dc85d625fa6b4e3f5436. * Revert "fix outstanding links" This reverts commit 28e6380b74f1ab74690c8184551f186656d6d4e9. * fix remaining broken links * move how-to tutorials in the different page * split tutorials * fix link * upd github edit link * skip empty index pages --------- Co-authored-by: Andrey Vasnetsov <andrey@vasnetsov.com> Co-authored-by: David Sertic <62056091+davidmyriel@users.noreply.github.com>
23 lines
691 B
Markdown
23 lines
691 B
Markdown
---
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title: txtai
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weight: 500
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---
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# txtai
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Qdrant might be also used as an embedding backend in [txtai](https://neuml.github.io/txtai/) semantic applications.
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txtai simplifies building AI-powered semantic search applications using Transformers. It leverages the neural embeddings and their
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properties to encode high-dimensional data in a lower-dimensional space and allows to find similar objects based on their embeddings'
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proximity.
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Qdrant is not built-in txtai backend and requires installing an additional dependency:
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```bash
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pip install qdrant-txtai
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```
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The examples and some more information might be found in [qdrant-txtai repository](https://github.com/qdrant/qdrant-txtai).
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