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# vectordatabase

Vector databases are purpose-built databases that are specialized to tackle the problems that arise when managing vector embeddings in production scenarios.

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Run txtai in native code

Run txtai in native code

8
Comments 1
7 min read
Pictures are a worth a thousand words

Pictures are a worth a thousand words

8
Comments
3 min read
Build a QA database

Build a QA database

12
Comments
3 min read
Query translation

Query translation

8
Comments
4 min read
Model explainability

Model explainability

8
Comments
5 min read
Near duplicate image detection

Near duplicate image detection

8
Comments
3 min read
Embeddings SQL custom functions

Embeddings SQL custom functions

8
Comments
4 min read
Anatomy of a txtai index

Anatomy of a txtai index

7
Comments
7 min read
Push notifications with workflows

Push notifications with workflows

12
Comments
7 min read
Workflow Scheduling

Workflow Scheduling

9
Comments
6 min read
Entity extraction workflows

Entity extraction workflows

5
Comments
3 min read
Generate image captions and detect objects

Generate image captions and detect objects

4
Comments
2 min read
💡 What's new in txtai 4.0

💡 What's new in txtai 4.0

9
Comments
7 min read
Tensor workflows

Tensor workflows

7
Comments
5 min read
Transform tabular data with composable workflows

Transform tabular data with composable workflows

8
Comments
14 min read
Export and run other machine learning models

Export and run other machine learning models

6
Comments
6 min read
Extractive QA to build structured data

Extractive QA to build structured data

8
Comments
3 min read
Train a QA model

Train a QA model

9
Comments 1
3 min read
Export and run models with ONNX

Export and run models with ONNX

11
Comments
12 min read
Train a text labeler

Train a text labeler

9
Comments
2 min read
Train without labels

Train without labels

8
Comments
3 min read
Distributed embeddings cluster

Distributed embeddings cluster

5
Comments
5 min read
Extract text from documents

Extract text from documents

9
Comments
7 min read
Translate text between languages

Translate text between languages

9
Comments 4
4 min read
Transcribe audio to text

Transcribe audio to text

10
Comments 1
3 min read
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