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feat(oss): port v3 pipeline with hybrid search, entity extraction, and additive scoring (#4805)

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Co-authored-by: Soumil Rathi <soumilrathi@gmail.com>
Co-authored-by: Saket Aryan <saketaryan2002@gmail.com>
Co-authored-by: chaithanyak42 <chaithanya.kumar42a@gmail.com>
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
This commit is contained in:
soumil-rathi
2026-04-14 18:00:58 +05:30
committed by GitHub
co-authored by Soumil Rathi Saket Aryan chaithanyak42 kartik-mem0
parent 57f944e18a
commit a488e19044
120 changed files with 10107 additions and 17135 deletions
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mem0-ts/src/oss/tests/dimension-autodetect.test.ts
+10 -8
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@@ -313,7 +313,7 @@ describe("Memory – auto-initialization", () => {
disableHistory: true,
});
await mem.getAll({ userId: "u1" });
await mem.getAll({ filters: { user_id: "u1" } });
// Should have called embed("dimension probe") to detect dimension
expect(mockEmbedder.embed).toHaveBeenCalledWith("dimension probe");
@@ -339,7 +339,7 @@ describe("Memory – auto-initialization", () => {
disableHistory: true,
});
await mem.getAll({ userId: "u1" });
await mem.getAll({ filters: { user_id: "u1" } });
// embed should NOT have been called for probing
expect(mockEmbedder.embed).not.toHaveBeenCalledWith("dimension probe");
@@ -365,7 +365,7 @@ describe("Memory – auto-initialization", () => {
disableHistory: true,
});
await mem.getAll({ userId: "u1" });
await mem.getAll({ filters: { user_id: "u1" } });
// ConfigManager resolves dimension from embeddingDims → no probe needed
expect(mockEmbedder.embed).not.toHaveBeenCalledWith("dimension probe");
@@ -403,9 +403,11 @@ describe("Memory – auto-initialization", () => {
let searchDone = false;
let getDone = false;
const getAllP = mem.getAll({ userId: "u" }).then(() => (getAllDone = true));
const getAllP = mem
.getAll({ filters: { user_id: "u" } })
.then(() => (getAllDone = true));
const searchP = mem
.search("q", { userId: "u" })
.search("q", { filters: { user_id: "u" } })
.then(() => (searchDone = true));
const getP = mem.get("id").then(() => (getDone = true));
@@ -435,7 +437,7 @@ describe("Memory – auto-initialization", () => {
disableHistory: true,
});
await mem.getAll({ userId: "u1" });
await mem.getAll({ filters: { user_id: "u1" } });
expect(mockVectorStoreFactory.create).toHaveBeenCalledTimes(1);
// Reset should re-create vector store
@@ -473,7 +475,7 @@ describe("Memory – auto-initialization", () => {
disableHistory: true,
});
await mem.getAll({ userId: "u1" });
await mem.getAll({ filters: { user_id: "u1" } });
expect(mockEmbedder.embed).not.toHaveBeenCalledWith("dimension probe");
});
@@ -497,7 +499,7 @@ describe("Memory – auto-initialization", () => {
});
// getAll should reject with the init error
await expect(mem.getAll({ userId: "u1" })).rejects.toThrow(
await expect(mem.getAll({ filters: { user_id: "u1" } })).rejects.toThrow(
"auto-detect embedding dimension",
);