Unified APIs for ingesting unstructured data
Psychic is an open source integration platform to extract and transform unstructured data from SaaS applications like Notion, Slack, Zendesk, Confluence, and Google Drive. Instead of building one integration for each data sources, you can build one integration that works for all data sources, and manage each connection from a GUI. Psychic is designed for startups that use LLMs and vector databases.
There are 4 parts of the platform
- 🪄 Psychic Link: A modal that lets end users to connect their data sources with a point and click interface, using OAuth when available. Available as an NPM package for React projects, or as a magic link.
- 🪢 Psychic Connectors: Server-side code that makes API calls and handles token management. New integrations are added by implementing a new
DataConnectorin the server-side code. - 💃 Psychic Models: Universal data models that make it possible to transform unstructured data from disparate data sources into a consistent schema before you receive it. Currently
DocumentandConversationmodels are supported. - 🎩 Psychic Dashboard: A front-end for the Psychic platform that makes it easy to manage connections and connect data sources without having to add Link to an existing app.
Read the docs
Demo
Using Psychic to connect data from a Notion workspace with a LangChain question and answer app.
Psychic.Twitter.Demo.May.21.2023.1225.PM.mp4
Get an API key to test out the cloud version by creating an account on the Psychic dashboard.
If you have any questions on how to get started, come join our Slack community!.
Roadmap
- ✅ LangChain DataLoader
- 🚧 CRM integrations (Salesforce, HubSpot, etc)
- 🚧 Webhook support to notify when source documents/conversations have been updated
- 🚧 Support for write scopes for each connector, in addition to read scopes
Getting Started - 15 min
Check out the quickstart tutorial to get started.
Contributing
See CONTRIBUTING.md