From 38e47ac2619b625ead46733db081251087f0c64b Mon Sep 17 00:00:00 2001
From: "mintlify[bot]" <109931778+mintlify[bot]@users.noreply.github.com>
Date: Fri, 31 Jul 2026 18:17:39 -0700
Subject: [PATCH 1/2] Fix grammar & typos: repair broken code fences in Python
quickstart (#6709)
---
docs/open-source/python-quickstart.mdx | 5 ++---
1 file changed, 2 insertions(+), 3 deletions(-)
diff --git a/docs/open-source/python-quickstart.mdx b/docs/open-source/python-quickstart.mdx
index b5a2132ac..0de855383 100644
--- a/docs/open-source/python-quickstart.mdx
+++ b/docs/open-source/python-quickstart.mdx
@@ -35,8 +35,7 @@ pip install mem0ai
from mem0 import Memory
m = Memory()
-
-````
+```
@@ -46,7 +45,7 @@ messages = [
{"role": "assistant", "content": "Hey Alex! I'll remember your interests."}
]
m.add(messages, user_id="alex")
-````
+```
From 50bdaaea0c02744720ed374d88584fd01494eeb7 Mon Sep 17 00:00:00 2001
From: Kartik
Date: Sat, 1 Aug 2026 20:26:31 +0530
Subject: [PATCH 2/2] chore: bump versions and update changelog for Python
2.0.15, TypeScript 3.1.3, and plugin releases (#6715)
---
docs/changelog/sdk.mdx | 54 ++++++++++++++++++++++
integrations/openclaw/openclaw.plugin.json | 2 +-
integrations/openclaw/package.json | 2 +-
integrations/pi-agent-plugin/package.json | 2 +-
integrations/vercel-ai-sdk/package.json | 2 +-
mem0-ts/package.json | 2 +-
pyproject.toml | 2 +-
7 files changed, 60 insertions(+), 6 deletions(-)
diff --git a/docs/changelog/sdk.mdx b/docs/changelog/sdk.mdx
index f3d5a6089..216db676e 100644
--- a/docs/changelog/sdk.mdx
+++ b/docs/changelog/sdk.mdx
@@ -7,6 +7,18 @@ mode: "wide"
+
+
+**Bug Fixes:**
+- **Core:** `delete_all()` now paginates through the vector store in batches of 1000 instead of listing once, so accounts with more memories than a single page (most vector stores default to ~100) had the remainder silently left behind ([#6636](https://github.com/mem0ai/mem0/pull/6636))
+- **Vector Stores:** Cap Supabase `search()`/`list()` `top_k` at the `vecs` query limit of 1000 instead of erroring, and fix a `col_info()` crash by reading collection attributes directly instead of calling the removed `describe()` method ([#6695](https://github.com/mem0ai/mem0/pull/6695))
+- **Vector Stores:** Set `size` on Elasticsearch KNN search queries, so results respect `top_k` instead of being capped at Elasticsearch's default of 10 hits ([#5910](https://github.com/mem0ai/mem0/pull/5910))
+
+**Changes:**
+- **Rerankers:** `LLMReranker`'s default model is now `gpt-5-mini` (was `gpt-4o-mini`) ([#6703](https://github.com/mem0ai/mem0/pull/6703))
+
+
+
**New Features:**
@@ -1157,6 +1169,24 @@ See the [OSS v2 to v3 migration guide](https://docs.mem0.ai/migration/oss-v2-to-
+
+
+**New Features:**
+- **Vector Stores:** Add Qdrant server-side BM25 `keywordSearch()` (requires Qdrant >= 1.15.2) plus payload filter indexes, so keyword search runs without a client-side BM25 dependency ([#5851](https://github.com/mem0ai/mem0/pull/5851))
+
+**Bug Fixes:**
+- **Core:** `deleteAll()` now paginates through the vector store in batches of 1000 instead of listing once, so accounts with more memories than a single page had the remainder silently left behind ([#4872](https://github.com/mem0ai/mem0/pull/4872))
+- **Vector Stores:** Supabase `list()` now paginates past PostgREST's 1000-row cap instead of stopping at the first page, `search()` warns when results may have been truncated by that same cap, and the initialization probe reads a row instead of writing a test vector, so Row Level Security policies that only grant read access no longer fail table verification ([#6695](https://github.com/mem0ai/mem0/pull/6695))
+- **Embeddings:** Honor `TOGETHER_API_BASE` in the Together embedder, matching the Together LLM provider, so a custom gateway URL is no longer silently ignored for embeddings ([#6572](https://github.com/mem0ai/mem0/pull/6572))
+
+**Changes:**
+- **Rerankers:** `RerankerFactory`'s default LLM reranker model is now `gpt-5-mini` (was `gpt-4o-mini`) ([#6703](https://github.com/mem0ai/mem0/pull/6703))
+
+**Security:**
+- **Dependencies:** Patched 32 high and 57 medium severity dependency vulnerabilities across the pnpm workspace via `pnpm.overrides` (`axios`, `brace-expansion`, `js-yaml`, `postcss`, `protobufjs`, `mongoose`, `tar`, `fast-xml-parser`, `thrift`) ([#6639](https://github.com/mem0ai/mem0/pull/6639))
+
+
+
**Bug Fixes:**
@@ -2278,6 +2308,16 @@ Existing memories written by the previous versions are not rewritten. If your me
+
+
+**Improvements:**
+- **Onboarding suggestions:** The example commands shown by `openclaw mem0 config show` now suggest `gpt-5-mini` instead of `gpt-4o` ([#6704](https://github.com/mem0ai/mem0/pull/6704))
+
+**Security:**
+- **Dependencies:** Patched high and medium severity dependency vulnerabilities via `pnpm.overrides` (`protobufjs`, `axios`, `postcss`, `mongoose`) ([#6639](https://github.com/mem0ai/mem0/pull/6639))
+
+
+
**Improvements:**
@@ -2531,6 +2571,13 @@ Existing memories written by the previous versions are not rewritten. If your me
+
+
+**Security:**
+- **Dependencies:** Patched high and medium severity dependency vulnerabilities via `pnpm.overrides` (`axios`, `brace-expansion`, `postcss`, `mongoose`, `protobufjs`) ([#6639](https://github.com/mem0ai/mem0/pull/6639))
+
+
+
**New Features:**
@@ -2583,6 +2630,13 @@ Existing memories written by the previous versions are not rewritten. If your me
+
+
+**Security:**
+- **Dependencies:** Patched high and medium severity dependency vulnerabilities via `pnpm.overrides` (`brace-expansion`, `js-yaml`) ([#6639](https://github.com/mem0ai/mem0/pull/6639))
+
+
+
**Major Release**: Migrated to Vercel AI SDK v6 (`LanguageModelV3` / `ProviderV3`) and Mem0 v3 API.
diff --git a/integrations/openclaw/openclaw.plugin.json b/integrations/openclaw/openclaw.plugin.json
index 20df3b20c..34564bfe4 100644
--- a/integrations/openclaw/openclaw.plugin.json
+++ b/integrations/openclaw/openclaw.plugin.json
@@ -2,7 +2,7 @@
"id": "openclaw-mem0",
"name": "Memory (Mem0)",
"description": "Mem0 memory backend for OpenClaw — platform (mem0.ai cloud) or self-hosted open-source. Auto-recall and auto-capture are opt-in (disabled by default). Supports OpenAI, Anthropic, Ollama (fully local), Qdrant, and PGVector providers.",
- "version": "1.0.14",
+ "version": "1.0.15",
"kind": "memory",
"skills": ["skills"],
"commandAliases": [
diff --git a/integrations/openclaw/package.json b/integrations/openclaw/package.json
index b8ce70ed2..26276a15c 100644
--- a/integrations/openclaw/package.json
+++ b/integrations/openclaw/package.json
@@ -1,6 +1,6 @@
{
"name": "@mem0/openclaw-mem0",
- "version": "1.0.14",
+ "version": "1.0.15",
"type": "module",
"description": "Mem0 memory backend for OpenClaw — platform or self-hosted open-source",
"license": "Apache-2.0",
diff --git a/integrations/pi-agent-plugin/package.json b/integrations/pi-agent-plugin/package.json
index 30b359fd0..8f6951672 100644
--- a/integrations/pi-agent-plugin/package.json
+++ b/integrations/pi-agent-plugin/package.json
@@ -1,6 +1,6 @@
{
"name": "@mem0/pi-agent-plugin",
- "version": "0.1.3",
+ "version": "0.1.4",
"type": "module",
"description": "Mem0 memory extension for Pi Agent persistent, scoped, semantic memory across sessions and projects",
"license": "Apache-2.0",
diff --git a/integrations/vercel-ai-sdk/package.json b/integrations/vercel-ai-sdk/package.json
index 41dad7e9a..244542728 100644
--- a/integrations/vercel-ai-sdk/package.json
+++ b/integrations/vercel-ai-sdk/package.json
@@ -1,6 +1,6 @@
{
"name": "@mem0/vercel-ai-provider",
- "version": "3.0.0",
+ "version": "3.0.1",
"description": "Vercel AI Provider for providing memory to LLMs",
"main": "./dist/index.js",
"module": "./dist/index.mjs",
diff --git a/mem0-ts/package.json b/mem0-ts/package.json
index a09fd6bea..30b500819 100644
--- a/mem0-ts/package.json
+++ b/mem0-ts/package.json
@@ -1,6 +1,6 @@
{
"name": "mem0ai",
- "version": "3.1.2",
+ "version": "3.1.3",
"description": "The Memory Layer For Your AI Apps",
"main": "./dist/index.js",
"module": "./dist/index.mjs",
diff --git a/pyproject.toml b/pyproject.toml
index 1e4fd328d..c49923182 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
[project]
name = "mem0ai"
-version = "2.0.14"
+version = "2.0.15"
description = "Long-term memory for AI Agents"
authors = [
{ name = "Mem0", email = "support@mem0.ai" }