David Mezzetti

Founder/CEO at NeuML — applying machine learning to solve everyday problems. Previously co-founded and built Data Works into a successful IT services company.

Washington, DC Metro Joined on Jan 24, 2021 https://neuml.com

David Mezzetti for NeuML

Dec 10

Integrate LLM Frameworks

#machinelearning #nlp #python

5 min read

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David Mezzetti for NeuML

Nov 29

Build RAG pipelines with txtai

#machinelearning #nlp #python

8 min read

David Mezzetti for NeuML

Nov 1

Custom API Endpoints

#machinelearning #nlp #python

3 min read

David Mezzetti for NeuML

Oct 31

All about vector quantization

#machinelearning #nlp #python

5 min read

David Mezzetti for NeuML

Sep 7

External database integration

#machinelearning #nlp #python

9 min read

David Mezzetti for NeuML

Aug 18

Benefits of hybrid search

#showdev #machinelearning #nlp #python

5 min read

David Mezzetti for NeuML

Aug 17

Building an efficient sparse keyword index in Python

#showdev #machinelearning #nlp #python

9 min read

David Mezzetti for NeuML

Aug 10

💡 What's new in txtai 6.0

#showdev #machinelearning #nlp #python

9 min read

David Mezzetti for NeuML

May 4

Customize your own embeddings database

#showdev #machinelearning #nlp #python

9 min read

David Mezzetti for NeuML

Mar 3

Prompt templates and task chains

#showdev #machinelearning #nlp #python

4 min read

David Mezzetti for NeuML

Feb 21

Embeddings in the Cloud

#showdev #machinelearning #nlp #python

6 min read

David Mezzetti for NeuML

Feb 1

Prompt-driven search with LLMs

#showdev #machinelearning #nlp #python

6 min read

David Mezzetti for NeuML

Jan 12

Train a language model from scratch

#showdev #machinelearning #nlp #python

5 min read

David Mezzetti for NeuML

Nov 29 '22

Text to speech generation

#showdev #machinelearning #nlp #python

4 min read

David Mezzetti for NeuML

Oct 13 '22

Classic Topic Modeling with BM25

#showdev #machinelearning #nlp #python

5 min read

David Mezzetti for NeuML

Sep 16 '22

Introducing the Semantic Graph

#showdev #machinelearning #nlp #python

9 min read

David Mezzetti for NeuML

Aug 24 '22

Embeddings index components

#showdev #machinelearning #nlp #python

7 min read

David Mezzetti for NeuML

Jul 11 '22

Run txtai in native code

#showdev #machinelearning #nlp #python

7 min read

David Mezzetti for NeuML

Jul 1 '22

Pictures are a worth a thousand words

#showdev #machinelearning #nlp #python

2 min read

David Mezzetti for NeuML

May 6 '22

Build a QA database

#showdev #machinelearning #nlp #python

3 min read

David Mezzetti for NeuML

Apr 20 '22

Query translation

#showdev #machinelearning #nlp #python

4 min read

David Mezzetti for NeuML

Mar 31 '22

Model explainability

#showdev #machinelearning #nlp #python

5 min read

David Mezzetti for NeuML

Mar 10 '22

Near duplicate image detection

#showdev #machinelearning #nlp #python

3 min read

David Mezzetti for NeuML

Mar 10 '22

Embeddings SQL custom functions

#showdev #machinelearning #nlp #python

4 min read

David Mezzetti for NeuML

Mar 2 '22

Anatomy of a txtai index

#showdev #machinelearning #nlp #python

7 min read

David Mezzetti for NeuML

Feb 10 '22

Push notifications with workflows

#showdev #machinelearning #nlp #python

7 min read

David Mezzetti for NeuML

Feb 3 '22

Workflow Scheduling

#showdev #machinelearning #nlp #python

6 min read

David Mezzetti for NeuML

Jan 26 '22

Entity extraction workflows

#showdev #machinelearning #nlp #python

3 min read

David Mezzetti for NeuML

Jan 26 '22

Generate image captions and detect objects

#showdev #machinelearning #nlp #python

2 min read

David Mezzetti for NeuML

Jan 6 '22

💡 What's new in txtai 4.0

#showdev #machinelearning #nlp #python

7 min read

David Mezzetti for NeuML

Jan 6 '22

Tensor workflows

#showdev #machinelearning #nlp #python

5 min read

David Mezzetti for NeuML

Nov 10 '21

Transform tabular data with composable workflows

#showdev #machinelearning #nlp #python

14 min read

David Mezzetti for NeuML

Oct 14 '21

Export and run other machine learning models

#showdev #machinelearning #nlp #python

6 min read

David Mezzetti for NeuML

Sep 25 '21

Extractive QA to build structured data

#showdev #machinelearning #nlp #python

3 min read

David Mezzetti for NeuML

Sep 10 '21

Train a QA model

#showdev #machinelearning #nlp #python

3 min read

David Mezzetti for NeuML

Sep 7 '21

Export and run models with ONNX

#showdev #machinelearning #nlp #python

12 min read

David Mezzetti for NeuML

Aug 18 '21

Train without labels

#showdev #machinelearning #nlp #python

3 min read

David Mezzetti for NeuML

Aug 18 '21

Train a text labeler

#showdev #machinelearning #nlp #python

2 min read

David Mezzetti for NeuML

May 19 '21

Distributed embeddings cluster

#showdev #machinelearning #nlp #python

5 min read

David Mezzetti for NeuML

Apr 14 '21

Run machine-learning workflows to transform data and build AI-powered text indices with txtai

#showdev #machinelearning #nlp #python

5 min read

David Mezzetti for NeuML

Mar 29 '21

Build an image similarity search app in 5 minutes

#showdev #machinelearning #nlp #python

1 min read

David Mezzetti for NeuML

Mar 27 '21

Run pipeline workflows

#showdev #machinelearning #nlp #python

6 min read

David Mezzetti for NeuML

Mar 27 '21

Similarity search with images

#showdev #machinelearning #nlp #python

4 min read

David Mezzetti for NeuML

Mar 27 '21

Translate text between languages

#showdev #machinelearning #nlp #python

3 min read

David Mezzetti for NeuML

Mar 27 '21

Transcribe audio to text

#showdev #machinelearning #nlp #python

3 min read

David Mezzetti for NeuML

Mar 27 '21

Extract text from documents

#showdev #machinelearning #nlp #python

7 min read

David Mezzetti for NeuML

Mar 27 '21

Building abstractive text summaries

#showdev #machinelearning #nlp #python

3 min read

David Mezzetti for NeuML

Jan 28 '21

txtai API Gallery

#showdev #machinelearning #nlp #python

6 min read

David Mezzetti for NeuML

Jan 28 '21

Apply labels with zero-shot classification

#showdev #machinelearning #nlp #python

3 min read

David Mezzetti for NeuML

Jan 28 '21

Extractive QA with Elasticsearch

#showdev #machinelearning #nlp #python

5 min read

David Mezzetti for NeuML

Jan 28 '21

Extractive QA with txtai

#showdev #machinelearning #nlp #python

2 min read

David Mezzetti for NeuML

Jan 28 '21

Add semantic search to Elasticsearch

#showdev #machinelearning #nlp #python

7 min read

David Mezzetti for NeuML

Jan 28 '21

Build an Embeddings index from a data source

#showdev #machinelearning #nlp #python

7 min read

David Mezzetti for NeuML

Jan 28 '21

Build an Embeddings index with Hugging Face Datasets

#showdev #machinelearning #nlp #python

4 min read

David Mezzetti for NeuML

Jan 28 '21

Tutorial series on txtai

#showdev #machinelearning #nlp #python

11 min read

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