🦉 Introducing the OpenAI Switch Kit: Move from closed to open-source AI in minutes
Build AI apps in Postgres
PostgresML is a complete MLOps platform in a PostgreSQL extension. Build simpler, faster and more scalable models right inside your database.
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"Bleeding edge stuff in
a
matter of minutes."

Don't take our word for it.
Explore the SDK and test open source models in our hosted database.
What can you build?
The possibilities are limitless, but you could start with a few common use cases.
Site Search
Leverage multiple types of natural language processing (NLP) and machine learning (ML) models such as vector search and personalization with embeddings to improve search results.
Fraud Detection
Return results and detect fraud faster with ML at the database layer. PostgresML outperforms traditional Python microservices by a factor of 8 in local tests and a factor of 40 on AWS EC2.
Forecasting
Leverage your data with time series forecasting to garner key business insights. Build statistical and predictive models with the full power of SQL and dozens of regression algorithms.
Bring ML code to your data (base)
Whatever your use case – like in the chatbot example below – PostgresML abstracts the data management overhead from the ML/AI lifecycle by enabling users to run ML/LLM models directly on a Postgres database.


Machine learning as
easy as one, two, three
It’s simple with a seamless in-database MLOps platform.
1. Train
1. Train
2. Deploy
2. Deploy
3. Predict
3. Predict
algorithms
microservices
High Efficiency
Minimize latency and computational cost with simple, high availability infrastructure that requires fewer network calls to microservices.
Learn more arrow_right_altIn-database ML
Bring ML code to your data (base). Easily build ML apps with SQL, manage less complexity and enjoy built-in security with no need for unsafe data transfers.
Learn more arrow_right_altOpen-source
Consume, contribute and create with our 100% open-source platform, including various ML libraries and the vast Postgres ecosystem.
Learn more arrow_right_altInstant scalability
Scale your inference layer to millions of predictions per second with the click of a button across multiple GPUs with our custom Postgres pooler, PgCat.
Learn more arrow_right_altToolkits
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Models
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add removeWork with what you want
Start your free project today
Sign up and start building for free today.Our API and SDKs make it easy.

Start your free project today
Sign up and start building for free today.
Our API and SDKs make it easy.

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