Agent Cloud - Data Sync for Vector DBs
Agent Cloud is designed to allow developers and companies to build teams of agents that securely and efficiently access and utilize data from multiple sources. It supports open-source or cloud-hosted LLM models and enables the secure integration of third-party APIs. The platform includes a built-in data pipeline to split, chunk, and embed data from over 260 sources, allowing for up-to-date data retrieval and storage in vector databases. Users can create chat applications and utilize synced data from leading Vector DBs. A key feature is maintaining data freshness, with options for manual, scheduled, or cron-based syncing, ensuring that LLM chat apps have access to the latest data. Agent Cloud offers an open-source option for privacy-focused users and enterprise solutions on a self-hosted basis.
Key Features
RAG
Vector DB
Data Integration
LLM
Data Embedding
Data Sync
APIs
Open Source
Data Privacy
Pros
- Supports multiple vector databases like Qdrant and Pinecone
- Allows integration of 260+ data sources
- Flexible syncing options (manual, scheduled, cron)
- Open-source availability for privacy
- LLM agnostic, supports various models including Open AI
Cons
- Requires technical expertise to implement
- May not support very niche databases or models
- Data privacy only fully achievable with self-hosting
- Dependent on external models for LLM functionality
- Potentially high expense for enterprise solutions
Frequently Asked Questions
What is Agent Cloud used for?
Agent Cloud is used to create data-connected agents that access up-to-date vector data for retrieval-augmented generation (RAG) applications.
What databases does Agent Cloud support?
Agent Cloud supports major vector databases including Qdrant and Pinecone.
How does Agent Cloud ensure data privacy?
For full data privacy, Agent Cloud suggests using its open-source app on your infrastructure, running an LLM on-prem/cloud, and avoiding managed cloud products.
What sync options are available for data?
Data syncing can be managed manually, scheduled, or set up using cron expressions to ensure freshness.
Is Agent Cloud open source?
Yes, Agent Cloud provides an open-source version for privacy-focused users, allowing them to run on their infrastructure.
