René's URL Explorer Experiment

Title: Tutorial: Timescale Vector (PostgreSQL) Python Client Library – timescale-vector

Open Graph Title: Tutorial: Timescale Vector (PostgreSQL) Python Client Library – timescale-vector

X Title: Tutorial: Timescale Vector (PostgreSQL) Python Client Library – timescale-vector

Open Graph Description: Python library for storing vector data in Postgres

X Description: Python library for storing vector data in Postgres

Generator: quarto-1.5.56

quarto:offset	./
og:site_name	timescale-vector
twitter:card	summary

Links:

timescale-vector	https://timescale.github.io/python-vector/index.html
Tutorial: Timescale Vector (PostgreSQL) Python Client Library	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html
Timescale Vector	https://timescale.github.io/python-vector/index.html
Client	https://timescale.github.io/python-vector/vector.html
PgVectorizer	https://timescale.github.io/python-vector/pgvectorizer.html
Tutorial: Timescale Vector (PostgreSQL) Python Client Library	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html
What is Timescale Vector?	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#what-is-timescale-vector
How to access Timescale Vector	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#how-to-access-timescale-vector
0. Setup	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#setup
1. Create a table to store the vectors and metadata	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#create-a-table-to-store-the-vectors-and-metadata
2. Load in dataset, create vector embeddings, and prepare data for ingestion	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#load-in-dataset-create-vector-embeddings-and-prepare-data-for-ingestion
Load sample dataset	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#load-sample-dataset
Create vector embeddings	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#create-vector-embeddings
Prepare data for ingestion	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#prepare-data-for-ingestion
3. Add data to Timescale Vector	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#add-data-to-timescale-vector
4. Similarity search with Timescale Vector	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#similarity-search-with-timescale-vector
Simple similarity search	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#simple-similarity-search
Similarity search with metadata filtering	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#similarity-search-with-metadata-filtering
5. Using ANN search indexes to speed up queries	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#using-ann-search-indexes-to-speed-up-queries
6. Similarity search with time filtering	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#similarity-search-with-time-filtering
Resources and next steps	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#resources-and-next-steps
Report an issue	https://github.com/timescale/python-vector/issues/new
Python Vector python client library	https://github.com/timescale/python-vector
Jupyter notebook version of this tutorial here	https://github.com/timescale/python-vector/blob/main/nbs/tsv_python_getting_started_tutorial.ipynb
Timescale Vector	https://www.timescale.com/ai
Timescale	https://www.timescale.com/ai
signup	https://console.cloud.timescale.com/signup?utm_campaign=vectorlaunch&utm_source=github&utm_medium=direct
Timescale Vector explainer blog	https://www.timescale.com/blog/how-we-made-postgresql-the-best-vector-database/?utm_campaign=vectorlaunch&utm_source=github&utm_medium=direct
Jupyter notebook version of this tutorial	https://github.com/timescale/python-vector/blob/main/nbs/tsv_python_getting_started_tutorial.ipynb
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb1-1
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	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb2-17
OpenAI’s developer platform	https://platform.openai.com/overview
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb3-1
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb3-2
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	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb3-5
Timescale	https://console.cloud.timescale.com/signup?utm_campaign=vectorlaunch&utm_source=github&utm_medium=direct
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb4-1
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb4-2
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	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb5-13
download the sample dataset	https://s3.amazonaws.com/assets.timescale.com/ai/commit_history.csv
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb6-1
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb6-2
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	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb8-2
(Learn more here).	https://platform.openai.com/docs/guides/embeddings/what-are-embeddings
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb9-1
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Timescale Vector explainer blog	https://www.timescale.com/blog/how-we-made-postgresql-the-best-vector-database/?utm_campaign=vectorlaunch&utm_source=github&utm_medium=direct
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb33-1
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	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb34-1
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb34-2
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb34-3
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb34-4
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb35-1
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb35-2
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb35-3
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb35-4
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb36-1
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb36-2
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb37-1
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb37-2
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb37-3
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb38-1
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb38-2
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb38-3
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb38-4
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb39-1
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb39-2
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb39-3
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb39-4
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb40-1
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb40-2
	https://timescale.github.io/python-vector/tsv_python_getting_started_tutorial.html#cb40-3
Timescale Vector AI tutorials and guides	https://www.timescale.com/ai
Timescale Vector explainer blog and performance benchmarks	https://www.timescale.com/blog/how-we-made-postgresql-the-best-vector-database/?utm_campaign=vectorlaunch&utm_source=github&utm_medium=direct
Using Timescale Vector with LangChain	https://python.langchain.com/docs/integrations/vectorstores/timescalevector
Using Timescale Vector with LlamaIndex	https://gpt-index.readthedocs.io/en/stable/examples/vector_stores/Timescalevector.html
signing up here	https://console.cloud.timescale.com/signup?utm_campaign=vectorlaunch&utm_source=github&utm_medium=direct
Report an issue	https://github.com/timescale/python-vector/issues/new

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URLs of crawlers that visited me.