Postgresml
MLOps platform as a PostgreSQL extension for building ML models inside the database.
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PostgresML is a complete MLOps platform implemented as a PostgreSQL extension. It allows users to build fast, simple, and powerful machine learning models directly within their database. It offers GPU-powered Postgres databases for building AI applications, enabling tasks like vector embedding, real-time output generation, and more. PostgresML simplifies the AI stack by integrating various components like vector databases, embedding models, and LLMs into a single system.
PostgresML can be used through SQL or SDKs in JS and Python. Users can perform tasks like text generation, embedding creation, and vector database operations directly within PostgreSQL. The platform supports various open-source models and allows for fine-tuning LLMs on user data.
You should pick PostgresML if you wanna keep your ML models close to your data. It’s a powerful MLOps platform right inside PostgreSQL, letting you build and deploy AI models without juggling multiple tools. Perfect for folks who want speed and simplicity in their AI stack.
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