Skip to content
Draft
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,7 @@ export async function embedGemini(
cfg: EmbeddingConfig,
log: Logger,
): Promise<number[][]> {
const model = cfg.model ?? "text-embedding-004";
const model = cfg.model ?? "gemini-embedding-001";
const endpoint =
cfg.endpoint ??
`https://generativelanguage.googleapis.com/v1beta/models/${model}:batchEmbedContents`;
Expand Down
2 changes: 1 addition & 1 deletion apps/memos-local-openclaw/src/viewer/html.ts
Original file line number Diff line number Diff line change
Expand Up @@ -7234,7 +7234,7 @@ var _providerDefaults={
cohere:{endpoint:'https://api.cohere.com/v2',embModel:'embed-english-v3.0'},
mistral:{endpoint:'https://api.mistral.ai/v1',embModel:'mistral-embed'},
voyage:{endpoint:'https://api.voyageai.com/v1',embModel:'voyage-3'},
gemini:{endpoint:'',embModel:'text-embedding-004',chatModel:'gemini-2.0-flash'},
gemini:{endpoint:'',embModel:'gemini-embedding-001',chatModel:'gemini-2.0-flash'},
zhipu:{endpoint:'https://open.bigmodel.cn/api/paas/v4',embModel:'embedding-3',chatModel:'glm-4-flash'},
deepseek:{endpoint:'https://api.deepseek.com/v1',chatModel:'deepseek-chat'},
bailian:{endpoint:'https://coding.dashscope.aliyuncs.com/v1',embModel:'text-embedding-v3',chatModel:'qwen-max'},
Expand Down
17 changes: 14 additions & 3 deletions apps/memos-local-openclaw/src/viewer/server.ts
Original file line number Diff line number Diff line change
Expand Up @@ -3812,19 +3812,30 @@ export class ViewerServer {
return vecs[0].length;
}
if (provider === "gemini") {
const url = `https://generativelanguage.googleapis.com/v1/models/${model || "text-embedding-004"}:embedContent?key=${apiKey}`;
const geminiModel = model || "gemini-embedding-001";
const geminiEndpoint = (
endpoint ||
`https://generativelanguage.googleapis.com/v1beta/models/${geminiModel}:batchEmbedContents`
).replace(/\/+$/, "");
const separator = geminiEndpoint.includes("?") ? "&" : "?";
const url = `${geminiEndpoint}${separator}key=${apiKey}`;
const resp = await fetch(url, {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({ content: { parts: [{ text: "test embedding vector" }] } }),
body: JSON.stringify({
requests: [{
model: `models/${geminiModel}`,
content: { parts: [{ text: "test embedding vector" }] },
}],
}),
signal: AbortSignal.timeout(15_000),
});
if (!resp.ok) {
const txt = await resp.text();
throw new Error(`Gemini embed ${resp.status}: ${txt}`);
}
const json = await resp.json() as any;
const vec = json?.embedding?.values;
const vec = json?.embeddings?.[0]?.values;
if (!Array.isArray(vec) || vec.length === 0) {
throw new Error("Gemini returned empty embedding vector");
}
Expand Down
24 changes: 24 additions & 0 deletions apps/memos-local-openclaw/tests/gemini-viewer-test.test.ts
Original file line number Diff line number Diff line change
@@ -0,0 +1,24 @@
import { describe, expect, it } from "vitest";
import fs from "node:fs";
import path from "node:path";

const root = process.cwd();

describe("Gemini viewer embedding test", () => {
it("uses the batch embedding API and current default model", () => {
const server = fs.readFileSync(path.join(root, "src/viewer/server.ts"), "utf-8");
const provider = fs.readFileSync(
path.join(root, "src/embedding/providers/gemini.ts"),
"utf-8",
);
const html = fs.readFileSync(path.join(root, "src/viewer/html.ts"), "utf-8");

expect(server).toContain("v1beta/models/${geminiModel}:batchEmbedContents");
expect(server).toContain("const geminiEndpoint = (");
expect(server).toContain("requests: [{");
expect(server).toContain("json?.embeddings?.[0]?.values");
expect(server).not.toContain(":embedContent?key=${apiKey}");
expect(provider).toContain('cfg.model ?? "gemini-embedding-001"');
expect(html).toContain("embModel:'gemini-embedding-001'");
});
});