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| 1 | +import type { OpenClawConfig } from "openclaw/plugin-sdk/config-contracts"; |
| 2 | +import type { |
| 3 | + EmbeddingInput, |
| 4 | + EmbeddingProviderCallOptions, |
| 5 | +} from "openclaw/plugin-sdk/embedding-providers"; |
| 6 | +import { |
| 7 | + createPluginRegistryFixture, |
| 8 | + registerVirtualTestPlugin, |
| 9 | +} from "openclaw/plugin-sdk/plugin-test-contracts"; |
| 10 | +import { afterEach, beforeEach, describe, expect, it } from "vitest"; |
| 11 | +import { |
| 12 | + clearEmbeddingProviders, |
| 13 | + getRegisteredEmbeddingProvider, |
| 14 | + listRegisteredEmbeddingProviders, |
| 15 | + type RegisteredEmbeddingProvider, |
| 16 | + restoreRegisteredEmbeddingProviders, |
| 17 | +} from "../../../../src/plugins/embedding-providers.js"; |
| 18 | +import { |
| 19 | + clearMemoryEmbeddingProviders, |
| 20 | + listRegisteredMemoryEmbeddingProviders, |
| 21 | + type RegisteredMemoryEmbeddingProvider, |
| 22 | + restoreRegisteredMemoryEmbeddingProviders, |
| 23 | +} from "../../../../src/plugins/memory-embedding-providers.js"; |
| 24 | +import { createEmbeddingProvider } from "./embeddings.js"; |
| 25 | + |
| 26 | +type CapturedCall = { |
| 27 | + kind: "embed" | "embedBatch"; |
| 28 | + input: EmbeddingInput | EmbeddingInput[]; |
| 29 | + options: EmbeddingProviderCallOptions | undefined; |
| 30 | +}; |
| 31 | + |
| 32 | +let embeddingProvidersSnapshot: RegisteredEmbeddingProvider[]; |
| 33 | +let memoryEmbeddingProvidersSnapshot: RegisteredMemoryEmbeddingProvider[]; |
| 34 | + |
| 35 | +function createOptions(config: OpenClawConfig) { |
| 36 | + return { |
| 37 | + config, |
| 38 | + agentDir: "/tmp/openclaw-agent", |
| 39 | + provider: "virtual-generic", |
| 40 | + fallback: "none", |
| 41 | + model: "virtual-model", |
| 42 | + outputDimensionality: 7, |
| 43 | + }; |
| 44 | +} |
| 45 | + |
| 46 | +beforeEach(() => { |
| 47 | + embeddingProvidersSnapshot = listRegisteredEmbeddingProviders(); |
| 48 | + memoryEmbeddingProvidersSnapshot = listRegisteredMemoryEmbeddingProviders(); |
| 49 | + clearEmbeddingProviders(); |
| 50 | + clearMemoryEmbeddingProviders(); |
| 51 | +}); |
| 52 | + |
| 53 | +afterEach(() => { |
| 54 | + restoreRegisteredEmbeddingProviders(embeddingProvidersSnapshot); |
| 55 | + restoreRegisteredMemoryEmbeddingProviders(memoryEmbeddingProvidersSnapshot); |
| 56 | +}); |
| 57 | + |
| 58 | +describe("memory-core generic embedding provider bridge", () => { |
| 59 | + it("adapts a contract-declared generic embedding plugin into explicit memory requests", async () => { |
| 60 | + const calls: CapturedCall[] = []; |
| 61 | + const { config, registry } = createPluginRegistryFixture({ |
| 62 | + plugins: { |
| 63 | + enabled: false, |
| 64 | + }, |
| 65 | + } as OpenClawConfig); |
| 66 | + |
| 67 | + registerVirtualTestPlugin({ |
| 68 | + registry, |
| 69 | + config, |
| 70 | + id: "virtual-generic-plugin", |
| 71 | + name: "Virtual Generic Embeddings", |
| 72 | + contracts: { |
| 73 | + embeddingProviders: ["virtual-generic"], |
| 74 | + }, |
| 75 | + register(api) { |
| 76 | + api.registerEmbeddingProvider({ |
| 77 | + id: "virtual-generic", |
| 78 | + transport: "remote", |
| 79 | + defaultModel: "virtual-default", |
| 80 | + create: async (options) => { |
| 81 | + expect(options.model).toBe("virtual-model"); |
| 82 | + expect(options.dimensions).toBe(7); |
| 83 | + expect(options.config).toBe(config); |
| 84 | + return { |
| 85 | + provider: { |
| 86 | + id: "virtual-generic", |
| 87 | + model: options.model, |
| 88 | + dimensions: options.dimensions, |
| 89 | + maxInputTokens: 2048, |
| 90 | + embed: async (input, callOptions) => { |
| 91 | + calls.push({ kind: "embed", input, options: callOptions }); |
| 92 | + return callOptions?.inputType === "query" ? [1, 2, 3] : [0]; |
| 93 | + }, |
| 94 | + embedBatch: async (inputs, callOptions) => { |
| 95 | + calls.push({ kind: "embedBatch", input: inputs, options: callOptions }); |
| 96 | + return inputs.map((_input, index) => |
| 97 | + callOptions?.inputType === "document" ? [index, 7] : [0], |
| 98 | + ); |
| 99 | + }, |
| 100 | + }, |
| 101 | + runtime: { |
| 102 | + id: "virtual-generic", |
| 103 | + inlineQueryTimeoutMs: 1234, |
| 104 | + inlineBatchTimeoutMs: 5678, |
| 105 | + cacheKeyData: { |
| 106 | + provider: "virtual-generic", |
| 107 | + model: options.model, |
| 108 | + dimensions: options.dimensions, |
| 109 | + }, |
| 110 | + }, |
| 111 | + }; |
| 112 | + }, |
| 113 | + }); |
| 114 | + }, |
| 115 | + }); |
| 116 | + |
| 117 | + expect(getRegisteredEmbeddingProvider("virtual-generic")?.ownerPluginId).toBe( |
| 118 | + "virtual-generic-plugin", |
| 119 | + ); |
| 120 | + expect(registry.registry.embeddingProviders.map((entry) => entry.provider.id)).toEqual([ |
| 121 | + "virtual-generic", |
| 122 | + ]); |
| 123 | + expect(listRegisteredMemoryEmbeddingProviders()).toEqual([]); |
| 124 | + |
| 125 | + const result = await createEmbeddingProvider(createOptions(config)); |
| 126 | + |
| 127 | + expect(result.requestedProvider).toBe("virtual-generic"); |
| 128 | + expect(result.provider).toMatchObject({ |
| 129 | + id: "virtual-generic", |
| 130 | + model: "virtual-model", |
| 131 | + maxInputTokens: 2048, |
| 132 | + }); |
| 133 | + expect(result.runtime).toEqual({ |
| 134 | + id: "virtual-generic", |
| 135 | + inlineQueryTimeoutMs: 1234, |
| 136 | + inlineBatchTimeoutMs: 5678, |
| 137 | + cacheKeyData: { |
| 138 | + provider: "virtual-generic", |
| 139 | + model: "virtual-model", |
| 140 | + dimensions: 7, |
| 141 | + }, |
| 142 | + }); |
| 143 | + |
| 144 | + await expect(result.provider?.embedQuery("query")).resolves.toEqual([1, 2, 3]); |
| 145 | + await expect(result.provider?.embedBatch(["doc-a", "doc-b"])).resolves.toEqual([ |
| 146 | + [0, 7], |
| 147 | + [1, 7], |
| 148 | + ]); |
| 149 | + await expect( |
| 150 | + result.provider?.embedBatchInputs?.([ |
| 151 | + { |
| 152 | + text: "ignored", |
| 153 | + parts: [ |
| 154 | + { type: "text", text: "doc-" }, |
| 155 | + { type: "text", text: "c" }, |
| 156 | + ], |
| 157 | + }, |
| 158 | + ]), |
| 159 | + ).resolves.toEqual([[0, 7]]); |
| 160 | + |
| 161 | + expect(calls).toEqual([ |
| 162 | + { |
| 163 | + kind: "embed", |
| 164 | + input: "query", |
| 165 | + options: { inputType: "query" }, |
| 166 | + }, |
| 167 | + { |
| 168 | + kind: "embedBatch", |
| 169 | + input: ["doc-a", "doc-b"], |
| 170 | + options: { inputType: "document" }, |
| 171 | + }, |
| 172 | + { |
| 173 | + kind: "embedBatch", |
| 174 | + input: [ |
| 175 | + { |
| 176 | + text: "ignored", |
| 177 | + parts: [ |
| 178 | + { type: "text", text: "doc-" }, |
| 179 | + { type: "text", text: "c" }, |
| 180 | + ], |
| 181 | + }, |
| 182 | + ], |
| 183 | + options: { inputType: "document" }, |
| 184 | + }, |
| 185 | + ]); |
| 186 | + }); |
| 187 | +}); |
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