WEBINAR - Recording
External data & permissions strategies for RAG
External data & permissions strategies for RAG
External data & permissions strategies for RAG
Can't make it? We'll send you the recording after!
Date: Dec 4, 2024 | 11AM PT - 2PM ET
Overview:
If you’re a product or engineering leader building AI products, you've probably learned how important external context is for RAG. But ingesting and retrieving your users’ external data comes with many challenges.
We will share the learnings and strategies that our enterprise AI customers use, covering:
- How to ingest all of your users’ external data (old and new)
- Chunking strategies to optimize for retrieval accuracy
- How to model and reconcile third-party data permissions in your app
Overview:
If you’re a product or engineering leader building AI products, you've probably learned how important external context is for RAG. But ingesting and retrieving your users’ external data comes with many challenges.
We will share the learnings and strategies that our enterprise AI customers use, covering:
- How to ingest all of your users’ external data (old and new)
- Chunking strategies to optimize for retrieval accuracy
- How to model and reconcile third-party data permissions in your app
Overview:
If you’re a product or engineering leader building AI products, you've probably learned how important external context is for RAG. But ingesting and retrieving your users’ external data comes with many challenges.
We will share the learnings and strategies that our enterprise AI customers use, covering:
- How to ingest all of your users’ external data (old and new)
- Chunking strategies to optimize for retrieval accuracy
- How to model and reconcile third-party data permissions in your app
Recorded on: Dec 4, 2024 | 11AM PT / 2PM ET
Recorded on: Dec 4, 2024 | 11AM PT / 2PM ET
Can't make it? We'll send you the recording after!
Get the recording
Get the recording
Get the recording
Hosted by:
Hosted by:
Hosted by:
Jack Mu, Paragon Developer Advocate
Jack Mu, Paragon Developer Advocate
Jack Mu, Paragon Developer Advocate
Sharing our experience as the integration infrastructure for AI companies globally
What was covered
What was covered
Ingesting users' external data for context
Core concepts we'll cover:
Ensuring you ingest both historical and real-time updates from 3rd-party apps
How to optimize for retrieval accuracy across different data sources
Orchestrating the retrieval process in RAG
Reconciling 3rd-party permissions
Once you've ingested all of your customers' external data, you also need to ensure users can only access the context/knowledge they have access to. We'll cover:
Ingesting & storing permissions metadata from 3rd-party apps (ie. Google Drive)
Determining how often to refresh permissions
How to approach permissions when scaling across multiple integrations and schemas
Get the recording
Get the recording
Get the recording
The embedded integration platform for developers
Integrations
© 2024 Paragon Inc. All Rights Reserved
The embedded integration platform for developers
Integrations
© 2024 Paragon Inc. All Rights Reserved
The embedded integration platform for developers
Integrations
© 2024 Paragon Inc. All Rights Reserved
More details on what we'll cover
Ingesting users' external data for context
Core concepts we'll cover:
Ensuring you ingest both historical and real-time updates from 3rd-party apps
How to optimize for retrieval accuracy across different data sources
Orchestrating the retrieval process in RAG
Reconciling 3rd-party permissions
Once you've ingested all of your customers' external data, you also need to ensure users can only access the context/knowledge they have access to. We'll cover:
Ingesting & storing permissions metadata from 3rd-party apps (ie. Google Drive)
Determining how often to refresh permissions
How to approach permissions when scaling across multiple integrations and schemas