Percolate - AI in the data tier
Percolate is a data-native agentic orchestrator in a multimodal database

Percolate brings language models, tools and agents into the database. You can orchestrate powerful agentic systems with multi-modal RAG in any language, including natural language.
Try it now
To run it locally, clone the repo
From the repo, launch the docker container so you can connect with your preferred database client. This assumes you have installed Docker e.g. Docker Desktop.
The easiest way to get started is to run the init
- this will add some test data and also sync API tokens for using language models from your environment into your local database instance. This requires Poetry to be installed.
You can ask a question to make sure things are working. Using your preferred Postgres client log in to the database on port 5438
using password:password
and ask a question.
Learn more
We are building out examples in the docs but you might start with Percolating Python-first
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