// // Copyright 2026 The InfiniFlow Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. // package component import ( "context" "testing" "ragflow/internal/agent/runtime" ) // TestLLM_Invoke_ResolvesTemplateRefs: when a CanvasState is attached // to ctx, {{cpn_id@var}} references in system/user prompts resolve to // the state's value. func TestLLM_Invoke_ResolvesTemplateRefs(t *testing.T) { stub := &stubInvoker{resp: &ChatInvokeResponse{Content: "ok", Model: "echo"}} withStubInvoker(t, stub) state := runtime.NewCanvasState("rid", "tid") state.SetVar("retrieval:0", "content", "retrieved text") c := NewLLMComponent(LLMParam{ ModelID: "echo", SystemPrompt: "Use the following context:", UserPrompt: "What does {{retrieval:0@content}} say?", }) ctx := runtime.WithState(context.Background(), state) _, err := c.Invoke(ctx, map[string]any{}) if err != nil { t.Fatalf("Invoke: %v", err) } if stub.captured == nil { t.Fatal("invoker captured no request") } // User message should have {{retrieval:0@content}} replaced. userMsg := stub.captured.Messages[len(stub.captured.Messages)-1] if userMsg.Content != "What does retrieved text say?" { t.Errorf("user msg content=%q, want resolved template", userMsg.Content) } } // TestLLM_Invoke_NoState_LeavesPromptsUnchanged: when no state is // attached (e.g. unit tests bypassing the canvas scheduler), the // prompts pass through verbatim. func TestLLM_Invoke_NoState_LeavesPromptsUnchanged(t *testing.T) { stub := &stubInvoker{resp: &ChatInvokeResponse{Content: "ok", Model: "echo"}} withStubInvoker(t, stub) c := NewLLMComponent(LLMParam{ ModelID: "echo", UserPrompt: "What does {{retrieval:0@content}} say?", }) _, err := c.Invoke(context.Background(), map[string]any{}) if err != nil { t.Fatalf("Invoke: %v", err) } userMsg := stub.captured.Messages[len(stub.captured.Messages)-1] if userMsg.Content != "What does {{retrieval:0@content}} say?" { t.Errorf("user msg content should be unchanged when no state; got %q", userMsg.Content) } } // TestLLM_Invoke_UnresolvedRef_LeavesPromptIntact: when the state is // attached but the ref is missing, the resolver logs and the original // prompt is kept (replaces the ref with ""). func TestLLM_Invoke_UnresolvedRef_LeavesPromptIntact(t *testing.T) { stub := &stubInvoker{resp: &ChatInvokeResponse{Content: "ok", Model: "echo"}} withStubInvoker(t, stub) // State without the ref — resolver should return "" and log. state := runtime.NewCanvasState("rid", "tid") state.SetVar("other:0", "content", "x") c := NewLLMComponent(LLMParam{ ModelID: "echo", UserPrompt: "Use {{retrieval:0@content}} please", }) ctx := runtime.WithState(context.Background(), state) _, err := c.Invoke(ctx, map[string]any{}) if err != nil { t.Fatalf("Invoke should not error on unresolved ref: %v", err) } // ResolveTemplate replaces the unresolved ref with "" and returns // the modified prompt. userMsg := stub.captured.Messages[len(stub.captured.Messages)-1] if userMsg.Content == "Use {{retrieval:0@content}} please" { t.Errorf("unresolved ref should be replaced with empty; got unchanged prompt %q", userMsg.Content) } }