Remove tool recommendation agent for separate PR

Tool-rec code was too entangled across commits to cleanly rebase out, so just deleting the files and updating references instead. The agent-based-ai-tool-rec branch has the full implementation for a follow-up PR.
galaxyproject · jmchilton · Dec 23, 2025 · Dec 16, 2025 · Dec 16, 2025 · Dec 8, 2025
commit 684bb54016c480ed542b71e31f65978ed85c7dfc
diff --git a/client/src/components/ChatGXY.vue b/client/src/components/ChatGXY.vue
@@ -15,7 +15,6 @@ import {
    faThumbsUp,
    faTrash,
    faUser,
-    faWrench,
 } from "@fortawesome/free-solid-svg-icons";
 import { FontAwesomeIcon } from "@fortawesome/vue-fontawesome";
 import { BSkeleton } from "bootstrap-vue";
@@ -83,8 +82,6 @@ interface AgentType {
 const agentTypes: AgentType[] = [
    { value: "auto", label: "Auto (Router)", icon: faMagic, description: "Intelligent routing" },
    { value: "error_analysis", label: "Error Analysis", icon: faBug, description: "Debug tool errors" },
-    { value: "tool_recommendation", label: "Tool Recommendation", icon: faWrench, description: "Find the right tools" },
-    { value: "dspy_tool_recommendation", label: "DSPy Tools", icon: faRobot, description: "Advanced tool selection" },
    { value: "custom_tool", label: "Custom Tool", icon: faPlus, description: "Create custom tools" },
    { value: "dataset_analyzer", label: "Dataset Analyzer", icon: faChartBar, description: "Analyze datasets" },
    { value: "gtn_training", label: "Training Materials", icon: faGraduationCap, description: "Find tutorials" },
@@ -95,8 +92,6 @@ const agentIconMap: Record<string, IconDefinition> = {
    auto: faMagic,
    router: faRoute,
    error_analysis: faBug,
-    tool_recommendation: faWrench,
-    dspy_tool_recommendation: faRobot,
    custom_tool: faPlus,
    dataset_analyzer: faChartBar,
    gtn_training: faGraduationCap,

diff --git a/lib/galaxy/agents/__init__.py b/lib/galaxy/agents/__init__.py
@@ -11,12 +11,10 @@
    GalaxyAgentDependencies,
 )
 from .custom_tool import CustomToolAgent
-from .dspy_agent import DSPyGalaxyAgent
 from .error_analysis import ErrorAnalysisAgent
 from .orchestrator import WorkflowOrchestratorAgent
 from .registry import AgentRegistry
 from .router import QueryRouterAgent
-from .tools import ToolRecommendationAgent

 __all__ = [
    "AgentType",
@@ -25,10 +23,8 @@
    "AgentRegistry",
    "QueryRouterAgent",
    "ErrorAnalysisAgent",
-    "ToolRecommendationAgent",
    "CustomToolAgent",
    "WorkflowOrchestratorAgent",
-    "DSPyGalaxyAgent",
 ]

 # Global agent registry instance
@@ -37,7 +33,5 @@
 # Register default agents
 agent_registry.register(AgentType.ROUTER, QueryRouterAgent)
 agent_registry.register(AgentType.ERROR_ANALYSIS, ErrorAnalysisAgent)
-agent_registry.register(AgentType.TOOL_RECOMMENDATION, ToolRecommendationAgent)
 agent_registry.register(AgentType.CUSTOM_TOOL, CustomToolAgent)
 agent_registry.register(AgentType.ORCHESTRATOR, WorkflowOrchestratorAgent)
-agent_registry.register(AgentType.DSPY_TOOL_RECOMMENDATION, DSPyGalaxyAgent)
diff --git a/lib/galaxy/agents/base.py b/lib/galaxy/agents/base.py
@@ -93,11 +93,9 @@ class AgentType:

    ROUTER = "router"
    ERROR_ANALYSIS = "error_analysis"
-    TOOL_RECOMMENDATION = "tool_recommendation"
    CUSTOM_TOOL = "custom_tool"
    GTN_TRAINING = "gtn_training"
    ORCHESTRATOR = "orchestrator"
-    DSPY_TOOL_RECOMMENDATION = "dspy_tool_recommendation"


 # Internal agent response model (simplified for internal use)
@@ -539,7 +537,7 @@ async def _call_agent_from_tool(
        reducing code duplication and providing consistent error handling.

        Args:
-            agent_type: Type of agent to call (e.g., "tool_recommendation", "gtn_training")
+            agent_type: Type of agent to call (e.g., "error_analysis", "gtn_training")
            query: Query to send to the target agent
            ctx: RunContext from the calling tool function
            usage: Optional usage tracking object (defaults to ctx.usage)
@@ -553,8 +551,8 @@ async def _call_agent_from_tool(

        Example usage in @agent.tool functions:
            response = await self._call_agent_from_tool(
-                "tool_recommendation",
-                f"Find alternatives for: {task}",
+                "error_analysis",
+                f"Analyze this issue: {task}",
                ctx,
                context={"conversation_history": history}
            )

diff --git a/lib/galaxy/agents/dspy_agent.py b/lib/galaxy/agents/dspy_agent.py