Agent Sources & Citations

Display AI-generated responses with inline citations linked to verifiable sources, giving users confidence in the accuracy of every claim.

Features

Inline Citations: Numbered reference markers within the response text link directly to their source
Source Panel: Collapsible sidebar or footer listing all referenced sources with titles, URLs, and relevance scores
Active Highlighting: Hovering a citation highlights the corresponding source and vice versa
Source Verification: Status badges indicate whether each source is verified, cached, or potentially stale
Export Options: Copy the response with or without citations, or export the full source list

Examples

Research Summary with Sources

Research Assistant

Sources & Citations

3/4

sources
verified

Response

1234

Microservices architecture offers several compelling benefits for modern software teams. First, it enables independent deployment, allowing teams to ship features without coordinating monolithic releases . Each service can be scaled, tested, and deployed on its own cadence. Fault isolation is another major advantage. When a single service encounters an error, circuit-breaker patterns prevent cascading failures across the platform . This leads to higher overall system resilience. Organizations adopting microservices consistently report faster release cycles. Industry surveys indicate that nearly four out of five teams experience measurably shorter time-to-production after migrating from a monolith . Finally, measurable performance gains are common. Internal benchmarks show significant latency reductions after decomposing tightly coupled modules into well-defined bounded contexts .

Sources

4 results

Web

Microservices Best Practices — Martin Fowler

Microservices enable independent deployment and scaling of individual components, reducing coordination overhead across teams.

https://martinfowler.com/articles/microservices.html

Relevance95%

Web

Cloud-native Architectures — CNCF Survey 2024

78% of organizations running microservices reported faster release cycles compared to their previous monolithic deployments.

https://cncf.io/reports/survey-2024

Relevance82%

Document

Building Distributed Systems — O'Reilly

Fault isolation is a key advantage: a failure in one service does not cascade to the entire system when proper circuit-breaker patterns are used.

https://oreilly.com/library/distributed-systems

Relevance88%

Database

Internal Service Mesh Metrics — Platform DB

Average request latency dropped 34% after decomposing the billing monolith into four bounded-context services.

internal://platform-db/mesh-metrics

Relevance76%

Installation

npx shadcn add "https://agents-ui-kit.com/c/agent-sources-citations.json"