Streaming
Implementing real-time streaming in the A2A protocol
Streaming in A2A
The A2A protocol supports real-time communication through streaming, allowing agents to send incremental updates to clients as they're generated. This is particularly useful for:
- Providing immediate feedback during long-running operations
- Displaying progressive generation of content
- Creating responsive user experiences
Capability Declaration
Agents that support streaming should declare this capability in their agent card:
Implementation Details
Server-Sent Events (SSE)
A2A uses HTTP with Server-Sent Events (SSE) for streaming. SSE is a standard that allows a server to push updates to a client over a single HTTP connection. Unlike WebSockets, SSE is unidirectional (server to client only), making it simpler to implement and well-suited for the agent-to-client update pattern.
Client Implementation
To receive streaming updates, clients send a request using the tasks/sendSubscribe
method:
The client then receives updates as they're generated by the agent.
Agent Implementation
Agents respond to streaming requests with a series of events. Each event is a JSON object prefixed with data:
:
Types of Streaming Updates
The A2A protocol supports two main types of streaming updates:
1. Status Updates
Status updates inform the client about the current state of the task:
Possible states include:
created
- Task has been created but not yet processedworking
- Agent is actively processing the taskinput-required
- Agent needs additional input to continuecompleted
- Task has been successfully completedfailed
- Task processing has failed
2. Artifact Updates
Artifact updates provide incremental content generated by the agent:
Key attributes:
append
: Whether to append to an existing artifact (true) or create a new one (false)lastChunk
: Whether this is the final chunk of the artifactindex
: The index of the artifact being updated (when multiple artifacts exist)
Handling Disconnections
If a client becomes disconnected during streaming, it can reconnect and resume receiving updates using the tasks/resubscribe
method:
This allows clients to maintain the streaming connection even after temporary disruptions.
Best Practices
When implementing streaming in your A2A applications:
-
Handle Connection Errors: Implement proper error handling and reconnection logic on the client side.
-
Process Incremental Updates: Design your client to process and display partial results as they arrive.
-
Monitor Connection Health: Implement heartbeat mechanisms to detect stale connections.
-
Support Fallback Methods: Provide non-streaming alternatives for clients that don't support SSE.
-
Optimize Chunk Size: Balance between small, frequent updates and larger, less frequent ones.
-
Consider Bandwidth Limitations: Be mindful of clients on limited bandwidth connections.
-
Implement Backpressure: Ensure your server can handle clients that process updates slowly.
Example: JavaScript Client Implementation
Example: Server Implementation (Node.js)
A2A Streaming Protocol Compatibility
When implementing streaming in your A2A agent, ensure you follow these protocol requirements:
-
Endpoint Structure: Implement the
/sessions/{sessionId}/stream
endpoint for SSE communication. -
Status Codes: Use HTTP 200 for successful connection establishment.
-
JSON-RPC Format: All streaming messages must follow the JSON-RPC 2.0 format with
id
,jsonrpc
, andresult
fields. -
Proper Headers: Include all required SSE headers (
Content-Type: text/event-stream
, etc.). -
Heartbeat Messages: Send periodic keep-alive messages to maintain the connection (comment lines starting with
:
).
Conclusion
Streaming is a powerful feature of the A2A protocol that enables real-time, incremental updates from agents to clients. By implementing SSE-based streaming, you can create responsive applications that provide immediate feedback to users, especially during long-running operations or content generation tasks.
Whether you're developing agents that generate large amounts of content, perform complex calculations, or manage multi-step workflows, streaming provides a superior user experience compared to traditional request-response patterns.
For more information on the A2A protocol and its implementations, refer to the JSON Specification and other documentation resources.