PostgresML is a complete MLops platform in a simple PostgreSQL extension. Build fast, simple and powerful models right inside your database.
It's simple to use PostgresML. Just follow these three steps: 1. Train your model using the pgml.train() function. 2. Deploy your model using the pgml.deploy() function. 3. Make predictions using the pgml.predict() function.
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A Year of Self-Hosting: The Open-Source Projects To Check Out in 2025
---🔗--- Support my channel by registering with my referral link if you plan on using n8n cloud: https://n8n.partnerlinks.io/ltd Hanko: https://www.hanko.io/ Directus: https://directus.io/ n8n: https://n8n.io/ PostgresML: https://postgresml.org/ SuperDuperDB: https://www.superduperdb.com/ HuggingFace: https://huggingface.co/ In this video, I explore some of the most innovative and practical open source tools I found in 2023. We delve into a self-hosted passwordless authentication platform, a low-code backend generator using GraphQL or REST, and an automation platform with numerous integrations. In addition, I showcase tools that run machine learning models directly in PostgreSQL, and round out with a collaborative platform for machine learning models and datasets. This video is perfect for those interested in self-hosting, machine learning, and discovering handy tools for app and website development. 00:00 Introduction to Innovative Open Source Tools 00:21 Exploring a Passwordless Authentication Platform 01:34 A Low Code Backend Generator 02:30 Self-Hosted Automation Platform 04:07 Running Machine Learning Models in PostgreSQL 04:47 Making Machine Learning Accessible 05:13 The Collaborative Machine Learning Platform 06:01 Conclusion and Invitation for Feedback My PostgresML video: https://youtu.be/JTgl5GwrMu8 #selfhosted #homelab #opensource
Choosing the Right Database: MongoDB vs PostgreSQL for Your Project (Developer Guide)
GitHub Repo here: https://github.com/mihailtd/mongodb-postgresql-comparison MongoDB Kubernetes Operators: * MongoDB Community Kubernetes Operator: https://github.com/mongodb/mongodb-kubernetes-operator * Percona Operator for MongoDB: https://docs.percona.com/percona-operator-for-mongodb/index.html PostgreSQL Kubernetes Operators: * Percona Operator for PostgreSQL: https://docs.percona.com/percona-operator-for-postgresql/index.html * Crunchydata PGO: https://www.crunchydata.com/products/crunchy-postgresql-for-kubernetes * StackGres: https://stackgres.io/ * Zalando Postgres Operator: https://github.com/zalando/postgres-operator PostgreSQL Variations and Addons: * Neon https://neon.tech/ * TimescaleDB https://www.timescale.com/ * YugabyteDB https://www.yugabyte.com/yugabytedb/ * FerretDB https://www.ferretdb.io/ * AgensGraph https://bitnine.net/agensgraph * Apache AGE® https://age.apache.org/ * Greenplum https://greenplum.org/ * OrioleDB https://www.orioledata.com/ * ZomboDB https://www.zombodb.com/ * PostGIS https://postgis.net/ * PostgresML https://postgresml.org/ If you are looking for a database to power your next application, you might be wondering which one is the best choice for your needs. MongoDB and PostgreSQL are two of the most popular databases in use today, but they have different features, strengths, and weaknesses. In this video, I will compare MongoDB and PostgreSQL on various aspects, such as cloud native compatibility, developer tools, resource consumption, performance, SQL and NoSQL capabilities, high availability, scalability, ecosystem, documentation, and business model. I will also share my conclusions and recommendations based on my own experience and research. Watch this video to learn more about MongoDB and PostgreSQL and how they stack up against each other. Don’t forget to like and subscribe for more videos like this one. #mongodb #postgres #nosql #sql
PostgresML: How to Use AI Models and Machine Learning Algorithms in Your Database
In this video, we will explore how to use open source AI models and algorithms in your PostgreSQL database with PostgresML. PostgresML - https://postgresml.org/ HuggingFace - https://huggingface.co/ Docker - https://www.docker.com/ #huggingface #postgres #llm #ai
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