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feat: implement powermem langchain middleware - #1174

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Huiqin-Zhang wants to merge 1 commit into
oceanbase:vldb_2026from
Huiqin-Zhang:feat/powermem-langchain-middleware
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Huiqin-Zhang wants to merge 1 commit into
oceanbase:vldb_2026from
Huiqin-Zhang:feat/powermem-langchain-middleware

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@Huiqin-Zhang

@Huiqin-Zhang Huiqin-Zhang commented Jul 14, 2026 •

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Team:南北小队


Team: North and South Team

@CLAassistant

CLAassistant commented Jul 14, 2026 •

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CLA assistant check
All committers have signed the CLA.

@LINxiansheng

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LangChain Contract Score

LangChain Contract Score
========================
score: 100.00 / 100
suites: 2
rule: A weighted capability receives credit only when it passes on every configured Python suite and all declared prerequisite capabilities also receive credit. Gate tests are reported but do not add points.

Public import contract: PASS (gate)
  py311: passed
  py312: passed
Retrieve memory before model call: PASS (35/35)
  py311: passed
  py312: passed
Persist interaction after agent run: PASS (25/25)
  py311: passed
  py312: passed
Disable interaction persistence: PASS (10/10)
  py311: passed
  py312: passed
Fail-open on search error: PASS (15/15)
  py311: passed
  py312: passed
Async memory injection: PASS (15/15)
  py311: passed
  py312: passed

LangChain Contract Report

LangChain Contract Report
=========================
score: 100.00 / 100
rule: A weighted capability receives credit only when it passes on every configured Python suite and all declared prerequisite capabilities also receive credit. Gate tests are reported but do not add points.

Suite Summary
-------------
py311: passed=10/10, failures=0, errors=0, skipped=0
py312: passed=10/10, failures=0, errors=0, skipped=0

Gate Checks
-----------
Public import contract [gate] PASS
  - py311: passed
  - py312: passed

Weighted Breakdown
------------------
Retrieve memory before model call [35/35] PASS
  - py311: passed
  - py312: passed
Persist interaction after agent run [25/25] PASS
  - py311: passed
  - py312: passed
Disable interaction persistence [10/10] PASS
  - py311: passed
  - py312: passed
Fail-open on search error [15/15] PASS
  - py311: passed
  - py312: passed
Async memory injection [15/15] PASS
  - py311: passed
  - py312: passed

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@PsiACE PsiACE added the vldb 2026 VLDB 2026 contributions label Jul 14, 2026 — with ChatGPT Codex Connector
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4 participants