yao/agent/search/rerank/mcp_test.go
Max 534f4d6ed5 Refactor Search Module and Update Documentation
- Introduced a new TODO.md file to outline the implementation plan and progress for the search module.
- Updated DESIGN.md to reflect changes in the directory structure and clarify the roles of various components, including the new Handler + Registry pattern for reranking and keyword extraction.
- Refactored the Searcher struct to utilize a direct reference to the rerank package, enhancing modularity and clarity in the search process.
- Modified the Search and SearchMultiple methods to include context parameters, improving flexibility for agent mode operations.
- Revised the Reranker interface to require context for Agent and MCP modes, ensuring compatibility with different reranking strategies.
- Enhanced documentation to provide comprehensive guidance on the updated search architecture and its components.
2025-12-13 15:01:53 +08:00

148 lines
3.9 KiB
Go

package rerank_test
import (
"testing"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
"github.com/yaoapp/yao/agent/context"
"github.com/yaoapp/yao/agent/search/rerank"
"github.com/yaoapp/yao/agent/search/types"
"github.com/yaoapp/yao/agent/testutils"
oauthTypes "github.com/yaoapp/yao/openapi/oauth/types"
)
func TestMCPProviderWithSearchRerank(t *testing.T) {
testutils.Prepare(t)
defer testutils.Clean(t)
ctx := newMCPTestContext(t)
provider, err := rerank.NewMCPProvider("search.rerank")
require.NoError(t, err)
items := []*types.ResultItem{
{CitationID: "ref_001", Score: 0.9, Weight: 1.0, Title: "First"},
{CitationID: "ref_002", Score: 0.8, Weight: 1.0, Title: "Second"},
{CitationID: "ref_003", Score: 0.7, Weight: 1.0, Title: "Third"},
}
result, err := provider.Rerank(ctx, "test query", items, &types.RerankOptions{TopN: 10})
require.NoError(t, err)
assert.NotEmpty(t, result)
// The mock MCP reverses the order
// So we expect: ref_003, ref_002, ref_001
assert.Len(t, result, 3)
assert.Equal(t, "ref_003", result[0].CitationID)
assert.Equal(t, "ref_002", result[1].CitationID)
assert.Equal(t, "ref_001", result[2].CitationID)
}
func TestMCPProviderWithTopN(t *testing.T) {
testutils.Prepare(t)
defer testutils.Clean(t)
ctx := newMCPTestContext(t)
provider, err := rerank.NewMCPProvider("search.rerank")
require.NoError(t, err)
items := []*types.ResultItem{
{CitationID: "ref_001", Score: 0.9, Weight: 1.0},
{CitationID: "ref_002", Score: 0.8, Weight: 1.0},
{CitationID: "ref_003", Score: 0.7, Weight: 1.0},
{CitationID: "ref_004", Score: 0.6, Weight: 1.0},
{CitationID: "ref_005", Score: 0.5, Weight: 1.0},
}
// Request top 2 only
result, err := provider.Rerank(ctx, "test query", items, &types.RerankOptions{TopN: 2})
require.NoError(t, err)
assert.Len(t, result, 2)
}
func TestMCPProviderInvalidFormat(t *testing.T) {
_, err := rerank.NewMCPProvider("invalid-format")
assert.Error(t, err)
assert.Contains(t, err.Error(), "invalid MCP format")
}
func TestMCPProviderServerNotFound(t *testing.T) {
testutils.Prepare(t)
defer testutils.Clean(t)
ctx := newMCPTestContext(t)
provider, err := rerank.NewMCPProvider("nonexistent.rerank")
require.NoError(t, err)
items := []*types.ResultItem{
{CitationID: "ref_001", Score: 0.9, Weight: 1.0},
}
_, err = provider.Rerank(ctx, "test query", items, &types.RerankOptions{TopN: 10})
assert.Error(t, err)
assert.Contains(t, err.Error(), "not found")
}
func TestMCPProviderToolNotFound(t *testing.T) {
testutils.Prepare(t)
defer testutils.Clean(t)
ctx := newMCPTestContext(t)
provider, err := rerank.NewMCPProvider("search.nonexistent_tool")
require.NoError(t, err)
items := []*types.ResultItem{
{CitationID: "ref_001", Score: 0.9, Weight: 1.0},
}
_, err = provider.Rerank(ctx, "test query", items, &types.RerankOptions{TopN: 10})
assert.Error(t, err)
}
func TestMCPProviderWithoutContext(t *testing.T) {
provider, err := rerank.NewMCPProvider("search.rerank")
require.NoError(t, err)
items := []*types.ResultItem{
{CitationID: "ref_001", Score: 0.9, Weight: 1.0},
}
_, err = provider.Rerank(nil, "test query", items, &types.RerankOptions{TopN: 10})
assert.Error(t, err)
assert.Contains(t, err.Error(), "context is required")
}
func TestMCPProviderEmptyItems(t *testing.T) {
testutils.Prepare(t)
defer testutils.Clean(t)
ctx := newMCPTestContext(t)
provider, err := rerank.NewMCPProvider("search.rerank")
require.NoError(t, err)
result, err := provider.Rerank(ctx, "test query", []*types.ResultItem{}, &types.RerankOptions{TopN: 10})
require.NoError(t, err)
assert.Empty(t, result)
}
// newMCPTestContext creates a test context with required fields
func newMCPTestContext(t *testing.T) *context.Context {
t.Helper()
authorized := &oauthTypes.AuthorizedInfo{
UserID: "test-user",
}
chatID := "test-chat-rerank-mcp"
return context.New(t.Context(), authorized, chatID)
}