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WebSocket relay that bridges AI coding agent CLIs (Claude Code, Codex, Gemini CLI, Snowflake Cortex) to any web interface — stream reasoning, tool calls, and file changes in real time.

Project description

ai-relay

WebSocket relay that bridges AI coding agent CLIs (Claude Code, Codex, Gemini CLI, Snowflake Cortex, and more) to any web interface — stream reasoning, tool calls, and file changes in real time.

Install

pip install ai-relay

Quick start

# Start the relay server (default: ws://0.0.0.0:8765)
ai-relay --port 8765

Then connect from OhWise Lab (or any WebSocket client) and send a handshake:

{"tool": "claude", "folder": "/path/to/project", "model": "claude-sonnet-4-6"}

The relay spawns the CLI process, streams all output as structured JSON events over WebSocket, and forwards your messages as stdin to the process.

Event types

Type Description
session_start Process spawned
session_end Process exited (includes exit_code)
stdout / stderr Raw output lines
reasoning Agent thinking/planning text
tool_call Agent invoking a tool (Read, Edit, Bash…)
tool_result Result of a tool call
file_diff File created or edited
response Final answer text
quota_warning API quota / rate limit detected
context_warning Context window nearing limit (includes context_pct)
context_compacted Context was compacted
error Relay or process error
input_ack Relay confirms your message was sent to the process

Sending commands

Send JSON over WebSocket:

{"text": "refactor the authentication module to use JWT"}

To send CLI commands (e.g. /compact, /clear):

{"text": "/compact"}

Supported tools

Tool Adapter tool value
Claude Code ClaudeCodeAdapter "claude" / "claude-code"
OpenAI Codex GenericAdapter "codex"
Gemini CLI GenericAdapter "gemini"
Snowflake Cortex GenericAdapter "cortex"
Any CLI GenericAdapter "generic"

Python API

from ai_relay import RelayServer

server = RelayServer(host="0.0.0.0", port=8765)
server.run()

License

MIT

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