fix(ts-sdk): make natural an optional peer so pg is not installed transitively

natural@8 hard-depends on pg ^8.18.0, mongoose, redis and memjs. As a required peer it was auto-installed for every mem0ai user, so pg stayed in the tree even after pg itself became optional. lemmatizeForBm25 already falls back to a built-in stemmer when natural is missing.
fix(ts-sdk): make pg an optional, ranged peer dependency
2026-09-25 15:30:23 +05:30 · 2026-09-25 15:14:42 +05:30
47 changed files with 422 additions and 1216 deletions
@@ -7,18 +7,6 @@ mode: "wide"
 <Tabs>
 <Tab title="Python">

-<Update label="2026-09-25" description="v2.2.1">
-
-**Bug Fixes:**
- **Core:** `add()` (`Memory` and `AsyncMemory`) no longer reports records the vector store rejected as successful `ADD` events. Only records that were actually inserted are written to history, entity-linked, and returned. If none of the extracted memories could be inserted, `add()` now raises `VectorStoreError` instead of returning memories that were never stored ([#7066](https://github.com/mem0ai/mem0/pull/7066))
- **Core:** Restore the context-manager protocol on `Memory` (`with Memory() as m:`) and `AsyncMemory` (`async with AsyncMemory() as m:`), which closes the instance on exit ([#7354](https://github.com/mem0ai/mem0/pull/7354))
- **LLMs:** The AWS Bedrock Anthropic path now returns the first Converse content block that carries text instead of always reading `content[0]`. Claude reasoning models can emit a `reasoningContent` block before the text block, which previously made the call fail with a `KeyError` ([#6369](https://github.com/mem0ai/mem0/pull/6369))
- **Vector Stores:** Turbopuffer filters now apply every operator (`eq`, `ne`, `gt`, `gte`, `lt`, `lte`, `in`, `nin`). Only `gte` and `lte` were read before, so any other operator was silently dropped and the query returned unfiltered results. An unsupported operator now raises `ValueError` ([#6564](https://github.com/mem0ai/mem0/pull/6564))
- **Vector Stores:** Turbopuffer `search()` scores now respect `distance_metric`. With `euclidean_squared`, the unbounded squared distance maps to `1 / (1 + distance)` instead of `1 - distance`, which went negative and inverted ranking for any distance above 1 ([#6559](https://github.com/mem0ai/mem0/pull/6559))
- **Vector Stores:** S3 Vectors `search()` scores are now metric-aware. With `euclidean`, the distance maps to `1 / (1 + distance)` instead of `max(0, 1 - distance)`, which collapsed most scores to 0 ([#6547](https://github.com/mem0ai/mem0/pull/6547))
-
-</Update>
-
 <Update label="2026-09-23" description="v2.2.0">

 **New Features:**
@@ -1257,16 +1245,6 @@ See the [OSS v2 to v3 migration guide](https://docs.mem0.ai/migration/oss-v2-to-

 <Tab title="TypeScript">

-<Update label="2026-09-25" description="v3.3.1">
-
-**Bug Fixes:**
- **Config (OSS):** `ConfigManager` no longer injects OpenAI's default `baseURL` and `model` into non-OpenAI LLM providers. The defaults now apply only to `openai` and `openai_structured`, so a DeepSeek, xAI, or other provider config without an explicit `baseURL` or `model` falls back to that provider's own defaults and env vars (`DEEPSEEK_API_BASE`, `XAI_API_BASE`, ...) instead of pointing at OpenAI with an OpenAI model name ([#7350](https://github.com/mem0ai/mem0/pull/7350))
- **Vector Stores:** Turbopuffer filters now apply every operator (`eq`, `ne`, `gt`, `gte`, `lt`, `lte`, `in`, `nin`). Only the range operators were read before, so `eq`, `ne`, `in`, and `nin` were silently dropped. A `"*"` value now matches anything instead of nothing, an array value is treated as `in`, and an unsupported operator throws ([#6578](https://github.com/mem0ai/mem0/pull/6578))
- **Vector Stores:** Turbopuffer `search()` with `euclidean_squared` now maps the unbounded squared distance to `1 / (1 + distance)` instead of `1 - distance`, which went negative and inverted ranking for any distance above 1 ([#6580](https://github.com/mem0ai/mem0/pull/6580))
- **Packaging:** `pg`, `@types/pg`, and `natural` are now optional peer dependencies, and `pg` / `@types/pg` accept caret ranges instead of the exact `8.11.3` / `8.11.0` pins, so installing `mem0ai` no longer pulls in `pg` or conflicts with an app's own `pg` version. The PGVector store now imports `pg` only when it is used, so install it alongside `mem0ai` (`npm install pg`) if you use that store. `@types/jest` moved from peer dependencies to dev dependencies ([#7450](https://github.com/mem0ai/mem0/pull/7450))
-
-</Update>
-
 <Update label="2026-09-23" description="v3.3.0">

 **New Features:**
@@ -1,212 +0,0 @@
---
-title: "Shared Project Memory for a Team Repo"
-description: "Give everyone on a repository one shared project memory across Claude Code, Codex, Cursor, Kimi Code and Antigravity, while personal preferences stay private."
-icon: "users"
---
-
-<Info icon="cloud">
-**Works with:** Mem0 Platform · Claude Code, Codex, Cursor, Kimi Code and Antigravity plugins
-</Info>
-
-<Info icon="clock">
-**Time to complete:** ~15 minutes · **Tools:** two coding agents, one Git repository
-</Info>
-
-Maya and Dev both work on `payments-api`. Maya uses Claude Code, Dev uses Codex. On Monday Maya learns the hard way that the payments service must never call the ledger API directly, and that unit tests only run with `pnpm test:unit`. On Tuesday Dev's agent has no idea, and he hits the same wall.
-
-With the Mem0 plugins, what Maya's agent learns about the repository becomes shared project memory. Dev's agent recalls it in his next session, in a different tool, while Maya's personal preferences stay hers.
-
-## How shared memory works
-
-Every memory the plugin saves goes into one of two lanes:
-
-| Lane | What goes in it | Who can read it |
-| --- | --- | --- |
-| **Shared project memory** | Facts about the repository: conventions, decisions, constraints, commands and fixes that work | Everyone working on the same repository |
-| **Personal memory** | Facts about you: preferred tools, style, and anything you asked to be remembered about yourself | Only you |
-
-Mem0 picks the lane from what a fact is about. A fact about the repository goes to shared memory, a fact about you goes to personal memory.
-
-The repository is identified by its Git remote (`origin`), so every clone of the same repo lands in the same shared lane. Claude Code, Codex, Cursor, Kimi Code and Antigravity share the same memory core, so a teammate on any of these tools reads the same project memory.
-
-## Setup
-
-### 1. Put the team in one Mem0 project
-
-Memories live inside a Mem0 project. Everyone's API key must come from the **same project**, or their agents will not see each other's memories.
-
-<Steps>
-  <Step title="Invite teammates to the organization">
-    In the [Mem0 dashboard](https://app.mem0.ai/dashboard?utm_source=oss&utm_medium=cookbook-team-memory), the team lead opens **Settings**, goes to the organization members, and uses **Invite Member**. Teammates without a Mem0 account get an email to sign up.
-  </Step>
-  <Step title="Add them to the project">
-    Once they have joined the organization, open the project's settings and use **Invite Member** again to add each teammate to the project. A teammate has to be in the organization before they can be added to a project.
-  </Step>
-  <Step title="Each teammate creates a key in that project">
-    Each teammate selects the project in the dashboard and creates their own key under [API Keys](https://app.mem0.ai/dashboard/api-keys?utm_source=oss&utm_medium=cookbook-team-memory). The default Reader role can create keys and save memories.
-  </Step>
-</Steps>
-
-### 2. Install the plugin with a unique user ID
-
-Each person needs a stable user ID. Without one, the plugin uses your computer's account name, and two teammates who are both `dev` on their laptops would share a personal lane.
-
-<Tabs>
-  <Tab title="Maya: Claude Code">
-    ```bash
-    export MEM0_API_KEY='m0-maya-key'
-    claude plugin marketplace add mem0ai/mem0
-    claude plugin install mem0@mem0-plugins --scope user \
-      --config api_key="$MEM0_API_KEY" \
-      --config user_id="maya"
-    unset MEM0_API_KEY
-    ```
-
-    Restart Claude Code, or run `/reload-plugins`. Full details: [Claude Code plugin](/integrations/claude-code).
-  </Tab>
-  <Tab title="Dev: Codex">
-    Add the key and a user ID to your shell profile, so Codex sees them in every session:
-
-    ```bash
-    echo 'export MEM0_API_KEY="m0-dev-key"' >> ~/.zshrc
-    echo 'export MEM0_USER_ID="dev"' >> ~/.zshrc
-    source ~/.zshrc
-    ```
-
-    Then install the plugin:
-
-    ```bash
-    codex plugin marketplace add mem0ai/mem0
-    codex plugin add mem0@mem0-plugins
-    ```
-
-    Restart Codex from a terminal that has the variables set. Full details: [Codex plugin](/integrations/codex).
-  </Tab>
-  <Tab title="Cursor">
-    Install the full plugin as described on the [Cursor plugin](/integrations/cursor) page. When Cursor asks for the plugin configuration, enter your API key and your name in **Memory user ID**, then restart Cursor.
-  </Tab>
-</Tabs>
-
-For [Kimi Code](/integrations/kimi) and [Antigravity](/integrations/antigravity), export `MEM0_USER_ID` next to `MEM0_API_KEY` in your shell profile before starting the tool.
-
-## Maya's session: memory gets captured
-
-Maya opens `payments-api` in Claude Code and works normally:
-
-```text
-Set up the unit tests for the payments service. In this repo we use pnpm, never npm,
-and the payments service must never call the ledger API directly; it always goes
-through the events queue.
-```
-
-Claude runs `pnpm test:unit`, the tests pass, and Maya adds one personal note:
-
-```text
-Thanks. Personally I like very short answers with no summary at the end.
-```
-
-She does not have to save anything. The plugin flushes the session to Mem0 after every five exchanges, when the session ends or compacts, or after five idle minutes. Extraction then takes under a minute. Mem0 splits what it heard into the two lanes:
-
-```text
-Shared project memory:
-  Unit tests for the payments service have been set up and pass (148 tests) using pnpm,
-  and the service communicates with the ledger through the events queue rather than directly
-
-Personal memory (maya):
-  User prefers very short answers with no summary at the end
-  User prefers pnpm over npm as the package manager
-```
-
-An LLM writes each memory, so your wording will differ from these examples.
-
-Maya can check that capture is working with `/mem0:status`.
-
-## Dev's session: memory gets recalled
-
-The next morning Dev opens his own clone of `payments-api` in Codex and starts with:
-
-```text
-I need to add a refund flow to the payments service. How do we run the tests here,
-and how should payments talk to the ledger?
-```
-
-Before Codex answers, the plugin searches with this first prompt and adds the relevant memories to its context:
-
-```text
-Mem0 found these relevant memories from earlier work in this repository:
-1. Unit tests for the payments service have been set up and pass (148 tests) using pnpm,
-   and the service communicates with the ledger through the events queue rather than directly
-```
-
-Codex now uses `pnpm`, runs `pnpm test:unit`, and routes the refund through the events queue, without Dev explaining any of it. Maya's preference for short answers is not in his context: personal memory never crosses to another user.
-
-<Note>
-  Automatic recall runs on the first prompt of a session when it has at least 20 characters. Later in the session, the agent can still call `search_memories`, or you can ask it to search Mem0.
-</Note>
-
-## What else your team gets
-
-### A fix one person finds, everyone keeps
-
-Later that week Maya works on refunds on a feature branch. Her unit tests fail with `STRIPE_WEBHOOK_SECRET is not set`, she copies `.env.example` to `.env.test`, and the tests pass. She also mentions that refunds over $500 always need manual approval. Nobody writes any of this down.
-
-When Dev's tests fail the same way, his agent searches Mem0 and gets:
-
-```text
-1. All unit tests now pass (152 tests) after copying .env.example to .env.test and setting
-   STRIPE_WEBHOOK_SECRET [learnt on branch feature/refunds]
-2. Unit tests for the payments service have been set up and pass (148 tests) using pnpm, ...
-3. POST /refunds endpoint added to the payments service [learnt on branch feature/refunds]
-```
-
-### Branch-aware recall
-
-Memories learned on a branch other than `main` or `master` come back labeled with that branch, as in `[learnt on branch feature/refunds]` above. Dev's agent knows the knowledge may not have reached `main` yet.
-
-### Look up decisions only
-
-Every memory gets a category: `project_knowledge`, `decisions_and_constraints`, `workflows`, `problems_and_fixes`, or `results`. To see what the team has decided about refunds:
-
-```text
-/mem0:search refunds --category decisions_and_constraints
-```
-
-```text
-1. Refunds over $500 are routed to manual approval [learnt on branch feature/refunds]
-2. User prefers very short answers with no summary at the end
-3. User prefers pnpm over npm as the package manager
-```
-
-The team's decision comes first. Maya also sees her own preferences, because every search covers your personal memory too. Teammates never see them.
-
-In Codex, Cursor, Kimi Code and Antigravity, the `search_memories` tool takes the same `category` argument.
-
-## Production patterns
-
-**Narrow recall in a monorepo.** Searches default to the whole repository. Use the `dir` scope to get project memory for the directory you are in. See [Search scope](/integrations/claude-code#search-scope).
-
-**Forgetting stays personal by default.** `/mem0:forget` deletes your memories for the repository. Shared project memory is kept unless you pass `--include-project-memory`, so one teammate cannot wipe the team's knowledge by accident.
-
-**Same remote, same memory.** Clones are matched by their Git `origin` URL. A repository with no remote gets a memory lane tied to its local path, which teammates cannot share.
-
-<Warning>
-  OpenCode and Pi Agent keep memory per user and repository. They do not read or write the shared project lane, so use one of the five plugins above for team memory.
-</Warning>
-
-## What you built
-
- **One project memory per repository**, written by whoever learns something and read by everyone on the team.
- **Cross-tool recall**: knowledge captured in Claude Code reaches a teammate in Codex.
- **Fixes, decisions and branch context** that travel with the repository.
- **Private personal memory** that stays with each developer.
-
-<CardGroup cols={2}>
-  <Card title="Agent Plugins Overview" icon="puzzle-piece" href="/integrations/agent-plugins">
-    Compare every Mem0 plugin and what each one captures and recalls.
-  </Card>
-  <Card title="Company Brain with Supabase" icon="database" href="/cookbooks/integrations/supabase">
-    Turn company data into shared memory that any agent can query.
-  </Card>
-</CardGroup>
-
-<Snippet file="star-on-github.mdx" />
@@ -36,7 +36,7 @@ Every cookbook opens with a **Works with** badge naming the SDK surface it uses.
    | [Memory-Powered Support Agent](/cookbooks/operations/support-inbox) | Operations | OSS only |
  </Tab>
  <Tab title="Hosted Platform">
-    Twenty-one cookbooks run on the hosted Platform, using `MemoryClient` or the Mem0 MCP server with a `MEM0_API_KEY`.
+    Twenty cookbooks run on the hosted Platform, using `MemoryClient` or the Mem0 MCP server with a `MEM0_API_KEY`.

    | Cookbook | Category | Works with |
    | --- | --- | --- |
@@ -57,7 +57,6 @@ Every cookbook opens with a **Works with** badge naming the SDK surface it uses.
    | [Memory-Powered Agent SDK](/cookbooks/integrations/agents-sdk-tool) | Integrations | Platform only |
    | [Persistent Mastra Agents](/cookbooks/integrations/mastra-agent) | Integrations | Platform only |
    | [Search with Personal Context](/cookbooks/integrations/tavily-search) | Integrations | Platform only |
-    | [Shared Project Memory for a Team Repo](/cookbooks/integrations/team-project-memory) | Integrations | Platform only |
    | [Automated Email Intelligence](/cookbooks/operations/email-automation) | Operations | OSS and Platform |
    | [Content Creation Workflow](/cookbooks/operations/content-writing) | Operations | OSS and Platform |
    | [Multi-Session Research Agent](/cookbooks/operations/deep-research) | Operations | Platform only |
@@ -366,13 +366,6 @@
              {
                "tab": "Agent Plugins",
                "groups": [
-                  {
-                    "group": "Overview",
-                    "icon": "puzzle-piece",
-                    "pages": [
-                      "integrations/agent-plugins"
-                    ]
-                  },
                  {
                    "group": "Coding Agents",
                    "icon": "terminal",
@@ -452,8 +445,7 @@
                      "cookbooks/integrations/healthcare-google-adk",
                      "cookbooks/integrations/aws-bedrock",
                      "cookbooks/integrations/tavily-search",
-                      "cookbooks/integrations/supabase",
-                      "cookbooks/integrations/team-project-memory"
+                      "cookbooks/integrations/supabase"
                    ]
                  },
                  {
@@ -1 +0,0 @@
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@@ -1 +0,0 @@
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@@ -1 +0,0 @@
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@@ -1 +0,0 @@
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@@ -1 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><title>Kimi</title><rect x="0.25" y="0.25" width="23.5" height="23.5" rx="5.5" fill="#161616" stroke="#3a3a3a" stroke-width="0.5"/><g transform="translate(4 4) scale(0.66667)"><path d="M21.846 0a1.923 1.923 0 110 3.846H20.15a.226.226 0 01-.227-.226V1.923C19.923.861 20.784 0 21.846 0z" fill="#1783FF"></path><path d="M11.065 11.199l7.257-7.2c.137-.136.06-.41-.116-.41H14.3a.164.164 0 00-.117.051l-7.82 7.756c-.122.12-.302.013-.302-.179V3.82c0-.127-.083-.23-.185-.23H3.186c-.103 0-.186.103-.186.23V19.77c0 .128.083.23.186.23h2.69c.103 0 .186-.102.186-.23v-3.25c0-.069.025-.135.069-.178l2.424-2.406a.158.158 0 01.205-.023l6.484 4.772a7.677 7.677 0 003.453 1.283c.108.012.2-.095.2-.23v-3.06c0-.117-.07-.212-.164-.227a5.028 5.028 0 01-2.027-.807l-5.613-4.064c-.117-.078-.132-.279-.028-.381z" fill="#fff"></path></g></svg>
@@ -1 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><title>opencode</title><rect x="0.25" y="0.25" width="23.5" height="23.5" rx="5.5" fill="#161616" stroke="#3a3a3a" stroke-width="0.5"/><g transform="translate(4.000 4.000) scale(0.66667)" fill="#ffffff" fill-rule="evenodd"><path d="M16 6H8v12h8V6zm4 16H4V2h16v20z"/></g></svg>
@@ -1 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><title>Pi</title><rect x="0.25" y="0.25" width="23.5" height="23.5" rx="5.5" fill="#161616" stroke="#3a3a3a" stroke-width="0.5"/><g transform="translate(4.000 4.000) scale(0.02857)" fill="#ffffff" fill-rule="evenodd"><path d="M420 280H280V140H0V0H420V280Z"/><path d="M560 560H420V280H560V560Z"/><path d="M140 560H0V140H140V280H280V420H140V560Z"/></g></svg>
@@ -1,111 +0,0 @@
---
-title: "Agent Plugins Overview"
-sidebarTitle: "Overview"
-description: "Add persistent memory to the coding agent or agent harness you already use. Compare the Mem0 plugins and pick yours."
---
-
-Coding agents forget everything when a session ends: your conventions, the bug you fixed yesterday, the command that finally worked. A Mem0 plugin fixes that inside the tool you already use. It captures what matters while you work and brings it back in the next session.
-
-<Info>
-  Plugins use a [Mem0 Platform](https://app.mem0.ai?utm_source=oss&utm_medium=agent-plugins-overview) account. OpenClaw and Hermes can also run fully self-hosted.
-</Info>
-
-## How a plugin works
-
-<Steps>
-  <Step title="Capture">
-    While you work, the plugin records your prompts, the agent's answers and useful tool results. Credentials are redacted before anything leaves your machine.
-  </Step>
-  <Step title="Extract">
-    Mem0 turns each session into short, durable memories: project conventions, decisions, fixes that worked, and your personal preferences.
-  </Step>
-  <Step title="Recall">
-    In the next session, relevant memories are added to the agent's context automatically or found with a search tool, depending on the plugin.
-  </Step>
-</Steps>
-
-## Coding agents
-
-<CardGroup cols={3}>
-  <Card title="Claude Code" icon="/images/provider-icons/claudecode-color.svg" href="/integrations/claude-code">
-    Automatic capture and recall, six commands, and the Sidekick agent.
-  </Card>
-  <Card title="Codex" icon="/images/provider-icons/codex-color.svg" href="/integrations/codex">
-    Automatic capture and recall in the Codex CLI and app.
-  </Card>
-  <Card title="Cursor" icon="/images/provider-icons/cursor.svg" href="/integrations/cursor">
-    Automatic capture, with recall through a search tool.
-  </Card>
-  <Card title="OpenCode" icon="/images/provider-icons/opencode.svg" href="/integrations/opencode">
-    Recall before every prompt and ten native memory tools.
-  </Card>
-  <Card title="Kimi Code" icon="/images/provider-icons/kimi-color.svg" href="/integrations/kimi">
-    Automatic capture and recall in the Kimi Code CLI.
-  </Card>
-  <Card title="Antigravity" icon="/images/provider-icons/antigravity-color.svg" href="/integrations/antigravity">
-    Automatic capture, with recall through a search tool.
-  </Card>
-</CardGroup>
-
-## Agent harnesses and chat apps
-
-<CardGroup cols={3}>
-  <Card title="OpenClaw" icon="/images/provider-icons/openclaw.svg" href="/integrations/openclaw">
-    Recall and capture on every turn. Platform or self-hosted.
-  </Card>
-  <Card title="Hermes Agent" icon="/images/provider-icons/hermes-tile.svg" href="/integrations/hermes">
-    Mem0 as Hermes' memory provider. Platform or self-hosted.
-  </Card>
-  <Card title="Pi Agent" icon="/images/provider-icons/pi.svg" href="/integrations/pi-agent">
-    Recall before every turn and automatic capture.
-  </Card>
-  <Card title="DeepSeek Harness" icon="/images/provider-icons/deepseek-color.svg" href="/integrations/deepseek-plugin">
-    Automatic recall and capture with two native tools.
-  </Card>
-  <Card title="Claude.ai" icon="/images/provider-icons/claude-color.svg" href="/integrations/claude-ai">
-    Add the verified Mem0 connector from Claude's directory and sign in. No API key needed.
-  </Card>
-  <Card title="Any MCP client" icon="plug" href="/platform/mem0-mcp">
-    Your tool is not listed? Connect it to the hosted Mem0 MCP server.
-  </Card>
-</CardGroup>
-
-## Compare plugins
-
-<Tabs>
-  <Tab title="Coding agents">
-    | Plugin | Auto capture | Auto recall | Skills | Team |
-    | --- | --- | --- | --- | --- |
-    | [Claude Code](/integrations/claude-code) | Yes | First prompt | 6, plus Sidekick | Shared |
-    | [Codex](/integrations/codex) | Yes | First prompt | 6 | Shared |
-    | [Cursor](/integrations/cursor) | Yes | Search tool | 6 | Shared |
-    | [Kimi Code](/integrations/kimi) | Yes | First prompt | 6 | Shared |
-    | [Antigravity](/integrations/antigravity) | Yes | Search tool | 6 | Shared |
-    | [OpenCode](/integrations/opencode) | Yes | Every prompt | 7 | Per user |
-
-    **First prompt:** relevant memories are added before the agent answers the first prompt of a session. **Search tool:** the agent calls `search_memories` when it needs context. **Shared:** teammates on the same repo share project memory.
-  </Tab>
-  <Tab title="Harnesses and chat apps">
-    | Plugin | Auto capture | Auto recall | Tools | Self-hosted |
-    | --- | --- | --- | --- | --- |
-    | [OpenClaw](/integrations/openclaw) | Yes | Every turn | Tools and skills | Yes |
-    | [Hermes Agent](/integrations/hermes) | Yes | Every turn | 4 | Yes |
-    | [Pi Agent](/integrations/pi-agent) | Yes | Every turn | 1 | No |
-    | [DeepSeek Harness](/integrations/deepseek-plugin) | Yes | Every prompt | 2 | No |
-    | [Claude.ai](/integrations/claude-ai) | When asked | When relevant | 9 | No |
-  </Tab>
-</Tabs>
-
-<Note>
-  Claude Code, Codex, Cursor, Kimi Code and Antigravity share the same memory core. Teammates working in the same repository, in any of these tools, read and write one shared project memory while their personal preferences stay private. See [Shared project memory for a team repo](/cookbooks/integrations/team-project-memory).
-</Note>
-
-## Which plugin should I use?
-
- **You code in a terminal or IDE agent:** install the plugin for that tool from the cards above. Each page has its own install steps.
- **Your team uses different agents on the same repo:** pick any of Claude Code, Codex, Cursor, Kimi Code or Antigravity. They share project memory across tools.
- **You chat in Claude:** add the [Mem0 connector](https://claude.com/connectors/mem0) from Claude's directory.
- **Your tool has no plugin:** connect it to the [hosted Mem0 MCP server](/platform/mem0-mcp).
- **You need to keep data on your own infrastructure:** use OpenClaw or Hermes in self-hosted mode.
-
-<Snippet file="star-on-github.mdx" />
@@ -268,7 +268,6 @@ If the user is on a pre-current major (Python < 2, TS < 3, or a Platform call st
 - [Strands Agents](https://docs.mem0.ai/integrations/strands) [Both]: Use when the user is on AWS Strands and wants a native MemoryStore.

 ### AI Coding Tools
- [Agent Plugins Overview](https://docs.mem0.ai/integrations/agent-plugins) [Platform]: Use when choosing a Mem0 plugin for a coding agent or agent harness, or comparing what each plugin captures and recalls.
 - [Claude Code](https://docs.mem0.ai/integrations/claude-code) [Platform]: Use when wiring memory into Claude Code.
 - [Claude.ai](https://docs.mem0.ai/integrations/claude-ai) [Platform]: Use when connecting Mem0 to Claude.ai (the hosted web app) via a custom remote MCP connector, or when Claude's native memory seems to be crowding out mem0 tool calls.
 - [Cursor](https://docs.mem0.ai/integrations/cursor) [Platform]: Use when adding lifecycle capture, explicit memory recall, and six memory skills to Cursor.
@@ -328,7 +327,6 @@ If the user is on a pre-current major (Python < 2, TS < 3, or a Platform call st
 - [AWS Bedrock](https://docs.mem0.ai/cookbooks/integrations/aws-bedrock) [OSS]: Use when deploying with AWS managed model services.
 - [Tavily Search](https://docs.mem0.ai/cookbooks/integrations/tavily-search) [Platform]: Use when the agent layers web search on memory.
 - [Company Brain (Mem0 Platform + Supabase)](https://docs.mem0.ai/cookbooks/integrations/supabase) [Platform]: Use to build a shared org brain on Mem0 Platform with Supabase as system of record and the MCP server as the access layer (with a new-hire onboarding demo).
- [Shared Project Memory for a Team Repo](https://docs.mem0.ai/cookbooks/integrations/team-project-memory) [Platform]: Use when a team on one repository wants coding agents (Claude Code, Codex, Cursor, Kimi Code, Antigravity) to share project memory while keeping personal preferences private.

 ### Framework Examples
 - [LlamaIndex React](https://docs.mem0.ai/cookbooks/frameworks/llamaindex-react) [Both]: Use when building a React UI with LlamaIndex and memory.
@@ -60,10 +60,5 @@
    "tsup": "^8.5.0",
    "typescript": "^5.6.0",
    "vitest": "^4.1.7"
-  },
-  "pnpm": {
-    "overrides": {
-      "axios@<1.20.0": ">=1.20.0 <2.0.0"
-    }
  }
 }
@@ -4,9 +4,6 @@ settings:
  autoInstallPeers: false
  excludeLinksFromLockfile: false

-overrides:
-  axios@<1.20.0: '>=1.20.0 <2.0.0'
-
 importers:

  .:
@@ -578,8 +575,8 @@ packages:
  asynckit@0.4.0:
    resolution: {integrity: sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q==}

-  axios@1.20.0:
-    resolution: {integrity: sha512-r8aOh8j9cGKpgQAqpzrUHnSIc6a59Y3Xf/cv8sy1DrHCkZHzQGEuoq1tARk6qSyDdtQGSDgpb9kFlruzPvrgwg==}
+  axios@1.19.0:
+    resolution: {integrity: sha512-ht/iuYZXEjFxLH/Hkezgd7m6JKlHHXEUSneaDz8uZe1Gj5QZtCnpyDsckvAiEnT89OEbCLmnte4R4sn7P0EKFw==}

  bundle-require@5.1.0:
    resolution: {integrity: sha512-3WrrOuZiyaaZPWiEt4G3+IffISVC9HYlWueJEBWED4ZH4aIAC2PnkdnuRrR94M+w6yGWn4AglWtJtBI8YqvgoA==}
@@ -1613,7 +1610,7 @@ snapshots:

  asynckit@0.4.0: {}

-  axios@1.20.0:
+  axios@1.19.0:
    dependencies:
      follow-redirects: 1.16.0
      form-data: 4.0.6
@@ -1859,7 +1856,7 @@ snapshots:

  mem0ai@3.1.6:
    dependencies:
-      axios: 1.20.0
+      axios: 1.19.0
      openai: 4.104.0(zod@3.25.76)
      uuid: 11.1.1
      zod: 3.25.76
@@ -74,8 +74,8 @@
      "brace-expansion@<1.1.16": ">=1.1.16 <2.0.0",
      "brace-expansion@>=2.0.0 <2.1.2": ">=2.1.2 <3.0.0",
      "brace-expansion@>=5.0.0 <5.0.8": ">=5.0.8",
-      "js-yaml@<3.15.2": ">=3.15.2 <4.0.0",
-      "js-yaml@>=4.0.0 <4.3.2": ">=4.3.2 <5.0.0"
+      "js-yaml@<3.15.1": ">=3.15.1 <4.0.0",
+      "js-yaml@>=4.0.0 <4.3.1": ">=4.3.1 <5.0.0"
    }
  }
 }
@@ -11,8 +11,8 @@ overrides:
  brace-expansion@<1.1.16: '>=1.1.16 <2.0.0'
  brace-expansion@>=2.0.0 <2.1.2: '>=2.1.2 <3.0.0'
  brace-expansion@>=5.0.0 <5.0.8: '>=5.0.8'
-  js-yaml@<3.15.2: '>=3.15.2 <4.0.0'
-  js-yaml@>=4.0.0 <4.3.2: '>=4.3.2 <5.0.0'
+  js-yaml@<3.15.1: '>=3.15.1 <4.0.0'
+  js-yaml@>=4.0.0 <4.3.1: '>=4.3.1 <5.0.0'

 importers:

@@ -1494,12 +1494,12 @@ packages:
  js-tokens@4.0.0:
    resolution: {integrity: sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ==}

-  js-yaml@3.15.2:
-    resolution: {integrity: sha512-6EuL879VkRA+1Cz578mKMiKvjPNEuk6+r1JaFzoSWejZmtf7xWbIyw1e3KkxlkzTIt9Taw6JBhEppG7utc1P+w==}
+  js-yaml@3.15.1:
+    resolution: {integrity: sha512-S99WuO3HlhO3XN41EtYUNl9zzXjoJx7QvmipxsJVxtCBT0YHEFy+iOJhjSvrmV12nYhWpZaM8lPHkJm0yUMbag==}
    hasBin: true

-  js-yaml@4.3.2:
-    resolution: {integrity: sha512-SFNOvSJ+Dgf/9An904Yx+CgSlIPCkIpao4qo51lpee25TIRejdH3rhR4EZMGoNx3/TP3O+wzWuiTFl4sqbltzA==}
+  js-yaml@4.3.1:
+    resolution: {integrity: sha512-CY6crGq313MX8GkwvB7tzgp99vjQxY1++5y10/BKN/GUfHqWaOGQMNZkBvqSzsZKWk/ijwHlWzzkLulsGHhjWQ==}
    hasBin: true

  jsesc@3.1.0:
@@ -2506,7 +2506,7 @@ snapshots:
      globals: 13.24.0
      ignore: 5.3.2
      import-fresh: 3.3.1
-      js-yaml: 4.3.2
+      js-yaml: 4.3.1
      minimatch: 3.1.5
      strip-json-comments: 3.1.1
    transitivePeerDependencies:
@@ -2546,7 +2546,7 @@ snapshots:
      camelcase: 5.3.1
      find-up: 4.1.0
      get-package-type: 0.1.0
-      js-yaml: 3.15.2
+      js-yaml: 3.15.1
      resolve-from: 5.0.0

  '@istanbuljs/schema@0.1.6': {}
@@ -3353,7 +3353,7 @@ snapshots:
      imurmurhash: 0.1.4
      is-glob: 4.0.3
      is-path-inside: 3.0.3
-      js-yaml: 4.3.2
+      js-yaml: 4.3.1
      json-stable-stringify-without-jsonify: 1.0.1
      levn: 0.4.1
      lodash.merge: 4.6.2
@@ -4173,12 +4173,12 @@ snapshots:

  js-tokens@4.0.0: {}

-  js-yaml@3.15.2:
+  js-yaml@3.15.1:
    dependencies:
      argparse: 1.0.10
      esprima: 4.0.1

-  js-yaml@4.3.2:
+  js-yaml@4.3.1:
    dependencies:
      argparse: 2.0.1

@@ -72,8 +72,8 @@
      "@qdrant/js-client-rest": "^1.18.0",
      "uuid@<11.1.1": ">=11.1.1",
      "esbuild": ">=0.28.1",
-      "undici@<7.29.1": ">=7.29.1 <8.0.0",
-      "axios@<1.20.0": ">=1.20.0 <2.0.0",
+      "undici@<7.29.0": ">=7.29.0 <8.0.0",
+      "axios@<1.18.0": ">=1.18.0 <2.0.0",
      "postcss@<8.5.18": ">=8.5.18 <9.0.0",
      "mongoose@>=9.0.0 <9.7.2": ">=9.7.2 <10.0.0"
    }
@@ -13,8 +13,8 @@ overrides:
  '@qdrant/js-client-rest': ^1.18.0
  uuid@<11.1.1: '>=11.1.1'
  esbuild: '>=0.28.1'
-  undici@<7.29.1: '>=7.29.1 <8.0.0'
-  axios@<1.20.0: '>=1.20.0 <2.0.0'
+  undici@<7.29.0: '>=7.29.0 <8.0.0'
+  axios@<1.18.0: '>=1.18.0 <2.0.0'
  postcss@<8.5.18: '>=8.5.18 <9.0.0'
  mongoose@>=9.0.0 <9.7.2: '>=9.7.2 <10.0.0'

@@ -857,8 +857,8 @@ packages:
  asynckit@0.4.0:
    resolution: {integrity: sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q==}

-  axios@1.20.0:
-    resolution: {integrity: sha512-r8aOh8j9cGKpgQAqpzrUHnSIc6a59Y3Xf/cv8sy1DrHCkZHzQGEuoq1tARk6qSyDdtQGSDgpb9kFlruzPvrgwg==}
+  axios@1.18.1:
+    resolution: {integrity: sha512-3nTvFlvpn9Zu/RkHUqtc7/+al4UpRW5az71ap5zccp6e8RAYEzhMTecX8Dz1wWDYrPpUoB1HAQEGEAEvUr7S9g==}

  base-64@0.1.0:
    resolution: {integrity: sha512-Y5gU45svrR5tI2Vt/X9GPd3L0HNIKzGu202EjxrXMpuc2V2CiKgemAbUUsqYmZJvPtCXoUKjNZwBJzsNScUbXA==}
@@ -2036,8 +2036,8 @@ packages:
  undici-types@6.21.0:
    resolution: {integrity: sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ==}

-  undici@7.30.0:
-    resolution: {integrity: sha512-dkrQXeHSaoamnItlYbmzG0wFYrM0ZwDxCIg0A7aKjTyyhh9svRzCNFEzV+Vm05/yehjCzjDZ31KXfGEjYSztDQ==}
+  undici@7.29.0:
+    resolution: {integrity: sha512-IDxfleLmmbSskfWSUATiN1nfn2rDuvnMOqb5CWR92iIfojA0Ud+ulOAAEQ57LPr9rWmsreUyf5lwyao+7GNNVw==}
    engines: {node: '>=20.18.1'}

  util-deprecate@1.0.2:
@@ -2547,7 +2547,7 @@ snapshots:
    dependencies:
      '@qdrant/openapi-typescript-fetch': 1.2.6
      typescript: 5.9.3
-      undici: 7.30.0
+      undici: 7.29.0

  '@qdrant/openapi-typescript-fetch@1.2.6': {}

@@ -2906,7 +2906,7 @@ snapshots:

  asynckit@0.4.0: {}

-  axios@1.20.0:
+  axios@1.18.1:
    dependencies:
      follow-redirects: 1.16.0
      form-data: 4.0.6
@@ -3529,7 +3529,7 @@ snapshots:
      '@supabase/supabase-js': 2.108.1
      '@types/jest': 29.5.14
      '@types/pg': 8.11.0
-      axios: 1.20.0
+      axios: 1.18.1
      better-sqlite3: 12.10.0
      cloudflare: 4.5.0
      compromise: 14.15.1
@@ -4121,7 +4121,7 @@ snapshots:

  undici-types@6.21.0: {}

-  undici@7.30.0: {}
+  undici@7.29.0: {}

  util-deprecate@1.0.2: {}

@@ -21,7 +21,7 @@ overrides:
  "@qdrant/js-client-rest": "^1.18.0"
  "uuid@<11.1.1": ">=11.1.1"
  "esbuild": ">=0.28.1"
-  "undici@<7.29.1": ">=7.29.1 <8.0.0"
-  "axios@<1.20.0": ">=1.20.0 <2.0.0"
+  "undici@<7.29.0": ">=7.29.0 <8.0.0"
+  "axios@<1.18.0": ">=1.18.0 <2.0.0"
  "postcss@<8.5.18": ">=8.5.18 <9.0.0"
  "mongoose@>=9.0.0 <9.7.2": ">=9.7.2 <10.0.0"
@@ -72,9 +72,9 @@
      "form-data@<4.0.6": ">=4.0.6",
      "uuid@<11.1.1": ">=11.1.1",
      "esbuild": ">=0.28.1",
-      "undici@<7.29.1": ">=7.29.1 <8.0.0",
-      "undici@>=8.0.0 <8.10.2": ">=8.10.2 <9.0.0",
-      "axios@<1.20.0": ">=1.20.0 <2.0.0",
+      "undici@<7.29.0": ">=7.29.0 <8.0.0",
+      "undici@>=8.0.0 <8.9.0": ">=8.9.0 <9.0.0",
+      "axios@<1.18.0": ">=1.18.0 <2.0.0",
      "brace-expansion@>=3.0.0 <5.0.8": ">=5.0.8 <6.0.0",
      "postcss@<8.5.18": ">=8.5.18 <9.0.0",
      "mongoose@>=9.0.0 <9.7.2": ">=9.7.2 <10.0.0",
@@ -8,9 +8,9 @@ overrides:
  form-data@<4.0.6: '>=4.0.6'
  uuid@<11.1.1: '>=11.1.1'
  esbuild: '>=0.28.1'
-  undici@<7.29.1: '>=7.29.1 <8.0.0'
-  undici@>=8.0.0 <8.10.2: '>=8.10.2 <9.0.0'
-  axios@<1.20.0: '>=1.20.0 <2.0.0'
+  undici@<7.29.0: '>=7.29.0 <8.0.0'
+  undici@>=8.0.0 <8.9.0: '>=8.9.0 <9.0.0'
+  axios@<1.18.0: '>=1.18.0 <2.0.0'
  brace-expansion@>=3.0.0 <5.0.8: '>=5.0.8 <6.0.0'
  postcss@<8.5.18: '>=8.5.18 <9.0.0'
  mongoose@>=9.0.0 <9.7.2: '>=9.7.2 <10.0.0'
@@ -1066,8 +1066,8 @@ packages:
  asynckit@0.4.0:
    resolution: {integrity: sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q==}

-  axios@1.20.0:
-    resolution: {integrity: sha512-r8aOh8j9cGKpgQAqpzrUHnSIc6a59Y3Xf/cv8sy1DrHCkZHzQGEuoq1tARk6qSyDdtQGSDgpb9kFlruzPvrgwg==}
+  axios@1.18.1:
+    resolution: {integrity: sha512-3nTvFlvpn9Zu/RkHUqtc7/+al4UpRW5az71ap5zccp6e8RAYEzhMTecX8Dz1wWDYrPpUoB1HAQEGEAEvUr7S9g==}

  balanced-match@4.0.4:
    resolution: {integrity: sha512-BLrgEcRTwX2o6gGxGOCNyMvGSp35YofuYzw9h1IMTRmKqttAZZVU67bdb9Pr2vUHA8+j3i2tJfjO6C6+4myGTA==}
@@ -2354,12 +2354,12 @@ packages:
  undici-types@7.24.6:
    resolution: {integrity: sha512-WRNW+sJgj5OBN4/0JpHFqtqzhpbnV0GuB+OozA9gCL7a993SmU+1JBZCzLNxYsbMfIeDL+lTsphD5jN5N+n0zg==}

-  undici@7.30.0:
-    resolution: {integrity: sha512-dkrQXeHSaoamnItlYbmzG0wFYrM0ZwDxCIg0A7aKjTyyhh9svRzCNFEzV+Vm05/yehjCzjDZ31KXfGEjYSztDQ==}
+  undici@7.29.0:
+    resolution: {integrity: sha512-IDxfleLmmbSskfWSUATiN1nfn2rDuvnMOqb5CWR92iIfojA0Ud+ulOAAEQ57LPr9rWmsreUyf5lwyao+7GNNVw==}
    engines: {node: '>=20.18.1'}

-  undici@8.11.2:
-    resolution: {integrity: sha512-u4UB2/IrKdU6lFxumHmmo1a3fCQO5tzQllRorfoRS63txhrB7xTpSn1PftwC4qEHkOaqP95fCWW4lJzwErwzhQ==}
+  undici@8.10.0:
+    resolution: {integrity: sha512-HvltHd7avK13QIw/oLe4qoOLyoVSoafqJ2jYOrtMRBkbYT31eiBQ8O0ehRKZiEZCMEyLFQNIADpgCWC5fALvYQ==}
    engines: {node: '>=22.19.0'}

  util-deprecate@1.0.2:
@@ -2942,7 +2942,7 @@ snapshots:
      minimatch: 10.2.5
      proper-lockfile: 4.1.2
      typebox: 1.1.38
-      undici: 8.11.2
+      undici: 8.10.0
      yaml: 2.9.0
    optionalDependencies:
      '@mariozechner/clipboard': 0.3.9
@@ -3203,7 +3203,7 @@ snapshots:
    dependencies:
      '@qdrant/openapi-typescript-fetch': 1.2.6
      typescript: 6.0.3
-      undici: 7.30.0
+      undici: 7.29.0

  '@qdrant/openapi-typescript-fetch@1.2.6': {}

@@ -3598,7 +3598,7 @@ snapshots:

  asynckit@0.4.0: {}

-  axios@1.20.0:
+  axios@1.18.1:
    dependencies:
      follow-redirects: 1.16.0
      form-data: 4.0.6
@@ -4253,7 +4253,7 @@ snapshots:
      '@supabase/supabase-js': 2.108.1
      '@types/jest': 29.5.14
      '@types/pg': 8.11.0
-      axios: 1.20.0
+      axios: 1.18.1
      better-sqlite3: 12.10.0
      cloudflare: 4.5.0
      compromise: 14.15.1
@@ -4895,9 +4895,9 @@ snapshots:

  undici-types@7.24.6: {}

-  undici@7.30.0: {}
+  undici@7.29.0: {}

-  undici@8.11.2: {}
+  undici@8.10.0: {}

  util-deprecate@1.0.2: {}

@@ -5,9 +5,9 @@ overrides:
  "form-data@<4.0.6": ">=4.0.6"
  "uuid@<11.1.1": ">=11.1.1"
  "esbuild": ">=0.28.1"
-  "undici@<7.29.1": ">=7.29.1 <8.0.0"
-  "undici@>=8.0.0 <8.10.2": ">=8.10.2 <9.0.0"
-  "axios@<1.20.0": ">=1.20.0 <2.0.0"
+  "undici@<7.29.0": ">=7.29.0 <8.0.0"
+  "undici@>=8.0.0 <8.9.0": ">=8.9.0 <9.0.0"
+  "axios@<1.18.0": ">=1.18.0 <2.0.0"
  "brace-expansion@>=3.0.0 <5.0.8": ">=5.0.8 <6.0.0"
  "postcss@<8.5.18": ">=8.5.18 <9.0.0"
  "mongoose@>=9.0.0 <9.7.2": ">=9.7.2 <10.0.0"
@@ -88,8 +88,8 @@
      "esbuild": ">=0.28.1",
      "brace-expansion@<1.1.16": ">=1.1.16 <2.0.0",
      "brace-expansion@>=3.0.0 <5.0.8": ">=5.0.8 <6.0.0",
-      "js-yaml@<3.15.2": ">=3.15.2 <4.0.0",
-      "js-yaml@>=4.0.0 <4.3.2": ">=4.3.2 <5.0.0",
+      "js-yaml@<3.15.1": ">=3.15.1 <4.0.0",
+      "js-yaml@>=4.0.0 <4.3.1": ">=4.3.1 <5.0.0",
      "browserslist@<4.28.7": ">=4.28.7 <5.0.0"
    }
  }
@@ -14,8 +14,8 @@ overrides:
  esbuild: '>=0.28.1'
  brace-expansion@<1.1.16: '>=1.1.16 <2.0.0'
  brace-expansion@>=3.0.0 <5.0.8: '>=5.0.8 <6.0.0'
-  js-yaml@<3.15.2: '>=3.15.2 <4.0.0'
-  js-yaml@>=4.0.0 <4.3.2: '>=4.3.2 <5.0.0'
+  js-yaml@<3.15.1: '>=3.15.1 <4.0.0'
+  js-yaml@>=4.0.0 <4.3.1: '>=4.3.1 <5.0.0'
  browserslist@<4.28.7: '>=4.28.7 <5.0.0'

 importers:
@@ -1356,8 +1356,8 @@ packages:
  js-tokens@4.0.0:
    resolution: {integrity: sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ==}

-  js-yaml@3.15.2:
-    resolution: {integrity: sha512-6EuL879VkRA+1Cz578mKMiKvjPNEuk6+r1JaFzoSWejZmtf7xWbIyw1e3KkxlkzTIt9Taw6JBhEppG7utc1P+w==}
+  js-yaml@3.15.1:
+    resolution: {integrity: sha512-S99WuO3HlhO3XN41EtYUNl9zzXjoJx7QvmipxsJVxtCBT0YHEFy+iOJhjSvrmV12nYhWpZaM8lPHkJm0yUMbag==}
    hasBin: true

  jsesc@3.1.0:
@@ -2231,7 +2231,7 @@ snapshots:
      camelcase: 5.3.1
      find-up: 4.1.0
      get-package-type: 0.1.0
-      js-yaml: 3.15.2
+      js-yaml: 3.15.1
      resolve-from: 5.0.0

  '@istanbuljs/schema@0.1.6': {}
@@ -3360,7 +3360,7 @@ snapshots:

  js-tokens@4.0.0: {}

-  js-yaml@3.15.2:
+  js-yaml@3.15.1:
    dependencies:
      argparse: 1.0.10
      esprima: 4.0.1
@@ -15,6 +15,6 @@ overrides:
  "esbuild": ">=0.28.1"
  "brace-expansion@<1.1.16": ">=1.1.16 <2.0.0"
  "brace-expansion@>=3.0.0 <5.0.8": ">=5.0.8 <6.0.0"
-  "js-yaml@<3.15.2": ">=3.15.2 <4.0.0"
-  "js-yaml@>=4.0.0 <4.3.2": ">=4.3.2 <5.0.0"
+  "js-yaml@<3.15.1": ">=3.15.1 <4.0.0"
+  "js-yaml@>=4.0.0 <4.3.1": ">=4.3.1 <5.0.0"
  "browserslist@<4.28.7": ">=4.28.7 <5.0.0"
@@ -72,7 +72,7 @@
      "undici@<7.29.0": ">=7.29.0 <8.0.0",
      "undici@>=8.0.0 <8.9.0": ">=8.9.0 <9.0.0",
      "brace-expansion@<1.1.16": ">=1.1.16 <2.0.0",
-      "js-yaml@<3.15.2": ">=3.15.2 <4.0.0"
+      "js-yaml@<3.15.1": ">=3.15.1 <4.0.0"
    }
  }
 }
@@ -11,7 +11,7 @@ overrides:
  undici@<7.29.0: '>=7.29.0 <8.0.0'
  undici@>=8.0.0 <8.9.0: '>=8.9.0 <9.0.0'
  brace-expansion@<1.1.16: '>=1.1.16 <2.0.0'
-  js-yaml@<3.15.2: '>=3.15.2 <4.0.0'
+  js-yaml@<3.15.1: '>=3.15.1 <4.0.0'

 importers:

@@ -951,8 +951,8 @@ packages:
  js-tokens@4.0.0:
    resolution: {integrity: sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ==}

-  js-yaml@3.15.2:
-    resolution: {integrity: sha512-6EuL879VkRA+1Cz578mKMiKvjPNEuk6+r1JaFzoSWejZmtf7xWbIyw1e3KkxlkzTIt9Taw6JBhEppG7utc1P+w==}
+  js-yaml@3.15.1:
+    resolution: {integrity: sha512-S99WuO3HlhO3XN41EtYUNl9zzXjoJx7QvmipxsJVxtCBT0YHEFy+iOJhjSvrmV12nYhWpZaM8lPHkJm0yUMbag==}
    hasBin: true

  jsesc@3.1.0:
@@ -1654,7 +1654,7 @@ snapshots:
      camelcase: 5.3.1
      find-up: 4.1.0
      get-package-type: 0.1.0
-      js-yaml: 3.15.2
+      js-yaml: 3.15.1
      resolve-from: 5.0.0

  '@istanbuljs/schema@0.1.6': {}
@@ -2714,7 +2714,7 @@ snapshots:

  js-tokens@4.0.0: {}

-  js-yaml@3.15.2:
+  js-yaml@3.15.1:
    dependencies:
      argparse: 1.0.10
      esprima: 4.0.1
@@ -8,4 +8,4 @@ overrides:
  "undici@<7.29.0": ">=7.29.0 <8.0.0"
  "undici@>=8.0.0 <8.9.0": ">=8.9.0 <9.0.0"
  "brace-expansion@<1.1.16": ">=1.1.16 <2.0.0"
-  "js-yaml@<3.15.2": ">=3.15.2 <4.0.0"
+  "js-yaml@<3.15.1": ">=3.15.1 <4.0.0"
@@ -1,6 +1,6 @@
 {
  "name": "mem0ai",
-  "version": "3.3.1",
+  "version": "3.3.0",
  "description": "The Memory Layer For Your AI Apps",
  "main": "./dist/index.js",
  "module": "./dist/index.mjs",
@@ -104,7 +104,7 @@
    "@types/jest": "^29.5.14"
  },
  "dependencies": {
-    "axios": "^1.20.0",
+    "axios": "^1.18.0",
    "openai": "^4.93.0",
    "uuid": "^11.1.1",
    "zod": "^3.24.1"
@@ -285,10 +285,10 @@
      "picomatch@<2.3.2": "^2.3.2",
      "picomatch@>=4.0.0 <4.0.4": "^4.0.4",
      "jws@4.0.0": "4.0.1",
-      "js-yaml@<3.15.2": ">=3.15.2 <4.0.0",
-      "js-yaml@>=4.0.0 <4.3.2": ">=4.3.2 <5.0.0",
-      "sharp@<0.35.4": ">=0.35.4 <0.36.0",
-      "adm-zip@<0.6.1": ">=0.6.1 <0.7.0",
+      "js-yaml@<3.15.1": ">=3.15.1 <4.0.0",
+      "js-yaml@>=4.0.0 <4.3.1": ">=4.3.1 <5.0.0",
+      "sharp@<0.35.0": ">=0.35.0 <0.36.0",
+      "adm-zip@<0.6.0": ">=0.6.0 <0.7.0",
      "langsmith@<0.6.0": "^0.6.0",
      "minimatch@<3.1.3": "^3.1.3",
      "minimatch@>=5.0.0 <5.1.8": "^5.1.8",
@@ -303,23 +303,21 @@
      "glob@>=10.2.0 <10.5.0": "^10.5.0",
      "@modelcontextprotocol/sdk": "^1.25.4",
      "esbuild": ">=0.28.1",
-      "undici@<7.29.1": ">=7.29.1 <8.0.0",
+      "undici@<7.29.0": ">=7.29.0 <8.0.0",
      "@aws-sdk/client-bedrock-runtime": "3.967.0",
      "@aws-sdk/client-neptune-graph": "3.966.0",
-      "axios@<1.20.0": ">=1.20.0 <2.0.0",
+      "axios@<1.18.0": ">=1.18.0 <2.0.0",
      "brace-expansion@<1.1.16": ">=1.1.16 <2.0.0",
-      "brace-expansion@>=2.0.0 <2.1.6": ">=2.1.6 <3.0.0",
+      "brace-expansion@>=2.0.0 <2.1.4": ">=2.1.4 <3.0.0",
      "brace-expansion@>=3.0.0 <5.0.8": ">=5.0.8 <6.0.0",
      "fast-xml-parser@>=5.0.0 <5.10.1": ">=5.10.1 <6.0.0",
      "tar@<7.5.21": ">=7.5.21 <8.0.0",
      "thrift@<0.23.0": "^0.23.0",
      "mongoose@>=9.0.0 <9.7.2": ">=9.7.2 <10.0.0",
      "protobufjs@<7.6.5": ">=7.6.5 <8.0.0",
-      "ip-address@<10.5.1": ">=10.5.1 <11.0.0",
+      "ip-address@<10.3.1": ">=10.3.1 <11.0.0",
      "browserslist@<4.28.7": ">=4.28.7 <5.0.0",
-      "mysql2@<3.23.1": ">=3.23.1 <4.0.0",
-      "basic-ftp@<6.2.1": ">=6.2.1 <7.0.0",
-      "@grpc/grpc-js@>=1.14.0 <1.14.5": ">=1.14.5 <2.0.0"
+      "mysql2@<3.23.1": ">=3.23.1 <4.0.0"
    }
  }
 }
@@ -9,10 +9,10 @@ overrides:
  picomatch@<2.3.2: ^2.3.2
  picomatch@>=4.0.0 <4.0.4: ^4.0.4
  jws@4.0.0: 4.0.1
-  js-yaml@<3.15.2: '>=3.15.2 <4.0.0'
-  js-yaml@>=4.0.0 <4.3.2: '>=4.3.2 <5.0.0'
-  sharp@<0.35.4: '>=0.35.4 <0.36.0'
-  adm-zip@<0.6.1: '>=0.6.1 <0.7.0'
+  js-yaml@<3.15.1: '>=3.15.1 <4.0.0'
+  js-yaml@>=4.0.0 <4.3.1: '>=4.3.1 <5.0.0'
+  sharp@<0.35.0: '>=0.35.0 <0.36.0'
+  adm-zip@<0.6.0: '>=0.6.0 <0.7.0'
  langsmith@<0.6.0: ^0.6.0
  minimatch@<3.1.3: ^3.1.3
  minimatch@>=5.0.0 <5.1.8: ^5.1.8
@@ -27,23 +27,21 @@ overrides:
  glob@>=10.2.0 <10.5.0: ^10.5.0
  '@modelcontextprotocol/sdk': ^1.25.4
  esbuild: '>=0.28.1'
-  undici@<7.29.1: '>=7.29.1 <8.0.0'
+  undici@<7.29.0: '>=7.29.0 <8.0.0'
  '@aws-sdk/client-bedrock-runtime': 3.967.0
  '@aws-sdk/client-neptune-graph': 3.966.0
-  axios@<1.20.0: '>=1.20.0 <2.0.0'
+  axios@<1.18.0: '>=1.18.0 <2.0.0'
  brace-expansion@<1.1.16: '>=1.1.16 <2.0.0'
-  brace-expansion@>=2.0.0 <2.1.6: '>=2.1.6 <3.0.0'
+  brace-expansion@>=2.0.0 <2.1.4: '>=2.1.4 <3.0.0'
  brace-expansion@>=3.0.0 <5.0.8: '>=5.0.8 <6.0.0'
  fast-xml-parser@>=5.0.0 <5.10.1: '>=5.10.1 <6.0.0'
  tar@<7.5.21: '>=7.5.21 <8.0.0'
  thrift@<0.23.0: ^0.23.0
  mongoose@>=9.0.0 <9.7.2: '>=9.7.2 <10.0.0'
  protobufjs@<7.6.5: '>=7.6.5 <8.0.0'
-  ip-address@<10.5.1: '>=10.5.1 <11.0.0'
+  ip-address@<10.3.1: '>=10.3.1 <11.0.0'
  browserslist@<4.28.7: '>=4.28.7 <5.0.0'
  mysql2@<3.23.1: '>=3.23.1 <4.0.0'
-  basic-ftp@<6.2.1: '>=6.2.1 <7.0.0'
-  '@grpc/grpc-js@>=1.14.0 <1.14.5': '>=1.14.5 <2.0.0'

 patchedDependencies:
  tar@7.5.22:
@@ -121,8 +119,8 @@ importers:
        specifier: ^2.4.0 || ^3.0.0
        version: 3.0.3
      axios:
-        specifier: ^1.20.0
-        version: 1.20.0
+        specifier: ^1.18.0
+        version: 1.18.1
      better-sqlite3:
        specifier: ^12.6.2
        version: 12.10.0
@@ -863,8 +861,8 @@ packages:
    resolution: {integrity: sha512-L38Ax21uF2OPUmCRWycZ/dZdMYf7gMrtClcxvVrqJVFmn8ET2M++GYmFGJpLqOHS1beATxOXLWe7y2ijSQz/ng==}
    engines: {node: '>=20'}

-  '@emnapi/runtime@1.11.3':
-    resolution: {integrity: sha512-Xz4Tpyki7XyrpbUK1jR1AhdAdaXyhhY4lZ3neLodmhpuWfy2PAQN5B46sAiU4liOXGLkHypn/qU+jvfWSCYYLA==}
+  '@emnapi/runtime@1.11.2':
+    resolution: {integrity: sha512-kyOl3X0DuTiT1h2ft8r2fYO8JYtU9a9Xis/zBSiGArNaagCOWx90N1k2wxp18czFDH+OgcWGb5ZP/XMt3dcyPA==}

  '@esbuild/aix-ppc64@0.28.1':
    resolution: {integrity: sha512-Svl7tq8k/08+p6CXPpRjQ1fKX+1odH/BQbb48fV6fj3CWHhsoIOoY87w1oHXm0qEpkIK3ZfVgp0hed3XBXzXMQ==}
@@ -1040,8 +1038,8 @@ packages:
    peerDependencies:
      graphql: ^0.8.0 || ^0.9.0 || ^0.10.0 || ^0.11.0 || ^0.12.0 || ^0.13.0 || ^14.0.0 || ^15.0.0 || ^16.0.0 || ^17.0.0

-  '@grpc/grpc-js@1.14.5':
-    resolution: {integrity: sha512-7VZM+SVdEcUUqSQeNI3zM8Qs/BhQKZndPo2h5VkYkAM8Iz0wJIa8mKV5ekQGqG8UUsnkQ0NMxIxwkIHYvj0qOw==}
+  '@grpc/grpc-js@1.14.4':
+    resolution: {integrity: sha512-k9Dj3DV/itK9D06Y8f190Qgop7/Ui+D0njFV3LHMPwPT75DpXLQohE9Wmz0QElrJnzsjB7KPWiKJbOl7IPDArQ==}
    engines: {node: '>=12.10.0'}

  '@grpc/proto-loader@0.8.1':
@@ -1077,144 +1075,144 @@ packages:
    resolution: {integrity: sha512-Td76q7j57o/tLVdgS746cYARfSyxk8iEfRxewL9h4OMzYhbW4TAcppl0mT4eyqXddh6L/jwoM75mo7ixa/pCeQ==}
    engines: {node: '>=18'}

-  '@img/sharp-darwin-arm64@0.35.5':
-    resolution: {integrity: sha512-QRUlFQ0WxvdWyqqG/WtI3iupfD5rBzmCHXSdPsY91sAtVtTo7Q4cb6zOccZ3gqEqkr0f1As1ehLqmEpDsRf+lg==}
+  '@img/sharp-darwin-arm64@0.35.3':
+    resolution: {integrity: sha512-RMnFX7YQsMoh7lWfcM4NEHHymBX/rLuKNPVM84XE9ONPcaSCDgE7CHIHpSgPcO2xcRthgBy1HfNO319mwhIAkg==}
    engines: {node: '>=20.9.0'}
    cpu: [arm64]
    os: [darwin]

-  '@img/sharp-darwin-x64@0.35.5':
-    resolution: {integrity: sha512-+BR255RhDlpygUpOc/Jdt1nT6DQ3XG/ERo5wbcdOf5Q320dKtPCKPLR1LJs9VGXRaMa8l1uUa0tkCNOXiAxZUw==}
+  '@img/sharp-darwin-x64@0.35.3':
+    resolution: {integrity: sha512-Xo+5uFBtLN0BKqieTxiFzFPQAUlBbbH5iBKyRX/z1JrbnYsHTfKJnUfL8+p2TPXr1pXqao4eeL4Rl144uDpK9w==}
    engines: {node: '>=20.9.0'}
    cpu: [x64]
    os: [darwin]

-  '@img/sharp-freebsd-wasm32@0.35.5':
-    resolution: {integrity: sha512-Y/z91nEZ4uIBX5X3nfTovjU9lHNKFYbL2lpHCLVNmXQK03VIZvXBBt0KxbPGp2SdGSF+2mQU4e+hQaWOt86iAw==}
+  '@img/sharp-freebsd-wasm32@0.35.3':
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    os: [freebsd]

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+  '@img/sharp-libvips-darwin-arm64@1.3.2':
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    cpu: [arm64]
    os: [darwin]

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+  '@img/sharp-libvips-darwin-x64@1.3.2':
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    cpu: [x64]
    os: [darwin]

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+  '@img/sharp-libvips-linux-arm64@1.3.2':
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+  '@img/sharp-libvips-linux-arm@1.3.2':
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    cpu: [arm]
    os: [linux]

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+  '@img/sharp-libvips-linux-ppc64@1.3.2':
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    cpu: [ppc64]
    os: [linux]

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+  '@img/sharp-libvips-linux-riscv64@1.3.2':
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    cpu: [riscv64]
    os: [linux]

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+  '@img/sharp-libvips-linux-s390x@1.3.2':
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    cpu: [s390x]
    os: [linux]

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+  '@img/sharp-libvips-linux-x64@1.3.2':
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    cpu: [x64]
    os: [linux]

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+  '@img/sharp-libvips-linuxmusl-arm64@1.3.2':
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    cpu: [arm64]
    os: [linux]

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    cpu: [x64]
    os: [linux]

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    cpu: [arm64]
    os: [linux]

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    cpu: [ppc64]
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    cpu: [arm64]
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+  '@img/sharp-win32-ia32@0.35.3':
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    cpu: [ia32]
    os: [win32]

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+  '@img/sharp-win32-x64@0.35.3':
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    os: [win32]
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+  adm-zip@0.6.0:
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    hasBin: true

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+  ip-address@10.4.0:
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@@ -3284,8 +3282,8 @@ packages:
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+  js-yaml@3.15.1:
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-  sharp@0.35.5:
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+  sharp@0.35.3:
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    engines: {node: '>=20.9.0'}
    peerDependencies:
      '@types/node': '*'
@@ -4611,8 +4609,8 @@ packages:
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+  undici@7.29.0:
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    engines: {node: '>=20.18.1'}

  update-browserslist-db@1.3.2:
@@ -6140,11 +6138,11 @@ snapshots:
      ms: 2.1.3
      secure-json-parse: 4.1.0
      tslib: 2.8.1
-      undici: 7.30.0
+      undici: 7.29.0
    transitivePeerDependencies:
      - supports-color

-  '@emnapi/runtime@1.11.3':
+  '@emnapi/runtime@1.11.2':
    dependencies:
      tslib: 2.8.1
    optional: true
@@ -6248,7 +6246,7 @@ snapshots:
    dependencies:
      graphql: 16.14.2

-  '@grpc/grpc-js@1.14.5':
+  '@grpc/grpc-js@1.14.4':
    dependencies:
      '@grpc/proto-loader': 0.8.1
      '@js-sdsl/ordered-map': 4.4.2
@@ -6281,7 +6279,7 @@ snapshots:
      '@huggingface/tokenizers': 0.1.3
      onnxruntime-node: 1.24.3
      onnxruntime-web: 1.26.0-dev.20260416-b7804b056c
-      sharp: 0.35.5(@types/node@22.19.21)
+      sharp: 0.35.3(@types/node@22.19.21)
    transitivePeerDependencies:
      - '@types/node'

@@ -6292,108 +6290,108 @@ snapshots:

  '@img/colour@1.1.0': {}

-  '@img/sharp-darwin-arm64@0.35.5':
+  '@img/sharp-darwin-arm64@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-darwin-arm64': 1.3.4
+      '@img/sharp-libvips-darwin-arm64': 1.3.2
    optional: true

-  '@img/sharp-darwin-x64@0.35.5':
+  '@img/sharp-darwin-x64@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-darwin-x64': 1.3.4
+      '@img/sharp-libvips-darwin-x64': 1.3.2
    optional: true

-  '@img/sharp-freebsd-wasm32@0.35.5':
+  '@img/sharp-freebsd-wasm32@0.35.3':
    dependencies:
-      '@img/sharp-wasm32': 0.35.5
+      '@img/sharp-wasm32': 0.35.3
    optional: true

-  '@img/sharp-libvips-darwin-arm64@1.3.4':
+  '@img/sharp-libvips-darwin-arm64@1.3.2':
    optional: true

-  '@img/sharp-libvips-darwin-x64@1.3.4':
+  '@img/sharp-libvips-darwin-x64@1.3.2':
    optional: true

-  '@img/sharp-libvips-linux-arm64@1.3.4':
+  '@img/sharp-libvips-linux-arm64@1.3.2':
    optional: true

-  '@img/sharp-libvips-linux-arm@1.3.4':
+  '@img/sharp-libvips-linux-arm@1.3.2':
    optional: true

-  '@img/sharp-libvips-linux-ppc64@1.3.4':
+  '@img/sharp-libvips-linux-ppc64@1.3.2':
    optional: true

-  '@img/sharp-libvips-linux-riscv64@1.3.4':
+  '@img/sharp-libvips-linux-riscv64@1.3.2':
    optional: true

-  '@img/sharp-libvips-linux-s390x@1.3.4':
+  '@img/sharp-libvips-linux-s390x@1.3.2':
    optional: true

-  '@img/sharp-libvips-linux-x64@1.3.4':
+  '@img/sharp-libvips-linux-x64@1.3.2':
    optional: true

-  '@img/sharp-libvips-linuxmusl-arm64@1.3.4':
+  '@img/sharp-libvips-linuxmusl-arm64@1.3.2':
    optional: true

-  '@img/sharp-libvips-linuxmusl-x64@1.3.4':
+  '@img/sharp-libvips-linuxmusl-x64@1.3.2':
    optional: true

-  '@img/sharp-linux-arm64@0.35.5':
+  '@img/sharp-linux-arm64@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-linux-arm64': 1.3.4
+      '@img/sharp-libvips-linux-arm64': 1.3.2
    optional: true

-  '@img/sharp-linux-arm@0.35.5':
+  '@img/sharp-linux-arm@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-linux-arm': 1.3.4
+      '@img/sharp-libvips-linux-arm': 1.3.2
    optional: true

-  '@img/sharp-linux-ppc64@0.35.5':
+  '@img/sharp-linux-ppc64@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-linux-ppc64': 1.3.4
+      '@img/sharp-libvips-linux-ppc64': 1.3.2
    optional: true

-  '@img/sharp-linux-riscv64@0.35.5':
+  '@img/sharp-linux-riscv64@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-linux-riscv64': 1.3.4
+      '@img/sharp-libvips-linux-riscv64': 1.3.2
    optional: true

-  '@img/sharp-linux-s390x@0.35.5':
+  '@img/sharp-linux-s390x@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-linux-s390x': 1.3.4
+      '@img/sharp-libvips-linux-s390x': 1.3.2
    optional: true

-  '@img/sharp-linux-x64@0.35.5':
+  '@img/sharp-linux-x64@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-linux-x64': 1.3.4
+      '@img/sharp-libvips-linux-x64': 1.3.2
    optional: true

-  '@img/sharp-linuxmusl-arm64@0.35.5':
+  '@img/sharp-linuxmusl-arm64@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-linuxmusl-arm64': 1.3.4
+      '@img/sharp-libvips-linuxmusl-arm64': 1.3.2
    optional: true

-  '@img/sharp-linuxmusl-x64@0.35.5':
+  '@img/sharp-linuxmusl-x64@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-linuxmusl-x64': 1.3.4
+      '@img/sharp-libvips-linuxmusl-x64': 1.3.2
    optional: true

-  '@img/sharp-wasm32@0.35.5':
+  '@img/sharp-wasm32@0.35.3':
    dependencies:
-      '@emnapi/runtime': 1.11.3
+      '@emnapi/runtime': 1.11.2
    optional: true

-  '@img/sharp-webcontainers-wasm32@0.35.5':
+  '@img/sharp-webcontainers-wasm32@0.35.3':
    dependencies:
-      '@img/sharp-wasm32': 0.35.5
+      '@img/sharp-wasm32': 0.35.3
    optional: true

-  '@img/sharp-win32-arm64@0.35.5':
+  '@img/sharp-win32-arm64@0.35.3':
    optional: true

-  '@img/sharp-win32-ia32@0.35.5':
+  '@img/sharp-win32-ia32@0.35.3':
    optional: true

-  '@img/sharp-win32-x64@0.35.5':
+  '@img/sharp-win32-x64@0.35.3':
    optional: true

  '@iovalkey/commands@0.1.0': {}
@@ -6416,7 +6414,7 @@ snapshots:
      camelcase: 5.3.1
      find-up: 4.1.0
      get-package-type: 0.1.0
-      js-yaml: 3.15.2
+      js-yaml: 3.15.1
      resolve-from: 5.0.0

  '@istanbuljs/schema@0.1.6': {}
@@ -6708,7 +6706,7 @@ snapshots:
    dependencies:
      '@qdrant/openapi-typescript-fetch': 1.2.6
      typescript: 5.5.4
-      undici: 7.30.0
+      undici: 7.29.0

  '@qdrant/openapi-typescript-fetch@1.2.6': {}

@@ -7180,7 +7178,7 @@ snapshots:
  '@turbopuffer/turbopuffer@2.5.0':
    dependencies:
      pako: 2.2.0
-      undici: 7.30.0
+      undici: 7.29.0

  '@types/babel__core@7.20.5':
    dependencies:
@@ -7322,7 +7320,7 @@ snapshots:

  '@zilliz/milvus2-sdk-node@3.0.3':
    dependencies:
-      '@grpc/grpc-js': 1.14.5
+      '@grpc/grpc-js': 1.14.4
      '@grpc/proto-loader': 0.8.1
      '@opentelemetry/api': 1.9.1
      '@petamoriken/float16': 3.9.3
@@ -7348,7 +7346,7 @@ snapshots:

  acorn@8.16.0: {}

-  adm-zip@0.6.1: {}
+  adm-zip@0.6.0: {}

  afinn-165-financialmarketnews@3.0.0: {}

@@ -7434,7 +7432,7 @@ snapshots:

  aws4@1.13.2: {}

-  axios@1.20.0:
+  axios@1.18.1:
    dependencies:
      follow-redirects: 1.16.0
      form-data: 4.0.6
@@ -7509,7 +7507,7 @@ snapshots:

  baseline-browser-mapping@2.11.21: {}

-  basic-ftp@6.2.1: {}
+  basic-ftp@5.3.1: {}

  better-sqlite3@12.10.0:
    dependencies:
@@ -7539,7 +7537,7 @@ snapshots:
      balanced-match: 1.0.2
      concat-map: 0.0.1

-  brace-expansion@2.1.7:
+  brace-expansion@2.1.4:
    dependencies:
      balanced-match: 1.0.2

@@ -7616,7 +7614,7 @@ snapshots:
  cassandra-driver@4.8.0:
    dependencies:
      '@types/node': 18.19.130
-      adm-zip: 0.6.1
+      adm-zip: 0.6.0
      long: 5.2.5

  chalk-template@0.4.0:
@@ -8209,7 +8207,7 @@ snapshots:

  get-uri@6.0.5:
    dependencies:
-      basic-ftp: 6.2.1
+      basic-ftp: 5.3.1
      data-uri-to-buffer: 6.0.2
      debug: 4.4.3(supports-color@5.5.0)
    transitivePeerDependencies:
@@ -8278,7 +8276,7 @@ snapshots:

  google-gax@5.0.7:
    dependencies:
-      '@grpc/grpc-js': 1.14.5
+      '@grpc/grpc-js': 1.14.4
      '@grpc/proto-loader': 0.8.1
      duplexify: 4.1.3
      google-auth-library: 10.5.0
@@ -8437,7 +8435,7 @@ snapshots:
    transitivePeerDependencies:
      - supports-color

-  ip-address@10.7.2: {}
+  ip-address@10.4.0: {}

  is-arrayish@0.2.1: {}

@@ -8509,7 +8507,7 @@ snapshots:
      '@babel/parser': 7.29.7
      '@istanbuljs/schema': 0.1.6
      istanbul-lib-coverage: 3.2.2
-      semver: 7.8.5
+      semver: 7.8.4
    transitivePeerDependencies:
      - supports-color

@@ -8857,7 +8855,7 @@ snapshots:

  js-tokens@4.0.0: {}

-  js-yaml@3.15.2:
+  js-yaml@3.15.1:
    dependencies:
      argparse: 1.0.10
      esprima: 4.0.1
@@ -9007,7 +9005,7 @@ snapshots:

  make-dir@4.0.0:
    dependencies:
-      semver: 7.8.5
+      semver: 7.8.4

  make-error@1.3.6: {}

@@ -9065,7 +9063,7 @@ snapshots:

  minimatch@9.0.9:
    dependencies:
-      brace-expansion: 2.1.7
+      brace-expansion: 2.1.4

  minimist@1.2.8: {}

@@ -9202,7 +9200,7 @@ snapshots:

  nice-grpc@2.1.16:
    dependencies:
-      '@grpc/grpc-js': 1.14.5
+      '@grpc/grpc-js': 1.14.4
      abort-controller-x: 0.5.0
      nice-grpc-common: 2.0.3

@@ -9293,7 +9291,7 @@ snapshots:

  onnxruntime-node@1.24.3:
    dependencies:
-      adm-zip: 0.6.1
+      adm-zip: 0.6.0
      global-agent: 3.0.0
      onnxruntime-common: 1.24.3

@@ -9772,37 +9770,37 @@ snapshots:
    dependencies:
      type-fest: 0.13.1

-  sharp@0.35.5(@types/node@22.19.21):
+  sharp@0.35.3(@types/node@22.19.21):
    dependencies:
      '@img/colour': 1.1.0
      detect-libc: 2.1.2
      semver: 7.8.5
    optionalDependencies:
-      '@img/sharp-darwin-arm64': 0.35.5
-      '@img/sharp-darwin-x64': 0.35.5
-      '@img/sharp-freebsd-wasm32': 0.35.5
-      '@img/sharp-libvips-darwin-arm64': 1.3.4
-      '@img/sharp-libvips-darwin-x64': 1.3.4
-      '@img/sharp-libvips-linux-arm': 1.3.4
-      '@img/sharp-libvips-linux-arm64': 1.3.4
-      '@img/sharp-libvips-linux-ppc64': 1.3.4
-      '@img/sharp-libvips-linux-riscv64': 1.3.4
-      '@img/sharp-libvips-linux-s390x': 1.3.4
-      '@img/sharp-libvips-linux-x64': 1.3.4
-      '@img/sharp-libvips-linuxmusl-arm64': 1.3.4
-      '@img/sharp-libvips-linuxmusl-x64': 1.3.4
-      '@img/sharp-linux-arm': 0.35.5
-      '@img/sharp-linux-arm64': 0.35.5
-      '@img/sharp-linux-ppc64': 0.35.5
-      '@img/sharp-linux-riscv64': 0.35.5
-      '@img/sharp-linux-s390x': 0.35.5
-      '@img/sharp-linux-x64': 0.35.5
-      '@img/sharp-linuxmusl-arm64': 0.35.5
-      '@img/sharp-linuxmusl-x64': 0.35.5
-      '@img/sharp-webcontainers-wasm32': 0.35.5
-      '@img/sharp-win32-arm64': 0.35.5
-      '@img/sharp-win32-ia32': 0.35.5
-      '@img/sharp-win32-x64': 0.35.5
+      '@img/sharp-darwin-arm64': 0.35.3
+      '@img/sharp-darwin-x64': 0.35.3
+      '@img/sharp-freebsd-wasm32': 0.35.3
+      '@img/sharp-libvips-darwin-arm64': 1.3.2
+      '@img/sharp-libvips-darwin-x64': 1.3.2
+      '@img/sharp-libvips-linux-arm': 1.3.2
+      '@img/sharp-libvips-linux-arm64': 1.3.2
+      '@img/sharp-libvips-linux-ppc64': 1.3.2
+      '@img/sharp-libvips-linux-riscv64': 1.3.2
+      '@img/sharp-libvips-linux-s390x': 1.3.2
+      '@img/sharp-libvips-linux-x64': 1.3.2
+      '@img/sharp-libvips-linuxmusl-arm64': 1.3.2
+      '@img/sharp-libvips-linuxmusl-x64': 1.3.2
+      '@img/sharp-linux-arm': 0.35.3
+      '@img/sharp-linux-arm64': 0.35.3
+      '@img/sharp-linux-ppc64': 0.35.3
+      '@img/sharp-linux-riscv64': 0.35.3
+      '@img/sharp-linux-s390x': 0.35.3
+      '@img/sharp-linux-x64': 0.35.3
+      '@img/sharp-linuxmusl-arm64': 0.35.3
+      '@img/sharp-linuxmusl-x64': 0.35.3
+      '@img/sharp-webcontainers-wasm32': 0.35.3
+      '@img/sharp-win32-arm64': 0.35.3
+      '@img/sharp-win32-ia32': 0.35.3
+      '@img/sharp-win32-x64': 0.35.3
      '@types/node': 22.19.21

  shebang-command@2.0.0:
@@ -9847,7 +9845,7 @@ snapshots:

  socks@2.8.9:
    dependencies:
-      ip-address: 10.7.2
+      ip-address: 10.4.0
      smart-buffer: 4.2.0

  source-map-support@0.5.13:
@@ -10184,7 +10182,7 @@ snapshots:

  undici-types@7.24.6: {}

-  undici@7.30.0: {}
+  undici@7.29.0: {}

  update-browserslist-db@1.3.2(browserslist@4.28.9):
    dependencies:
@@ -10,10 +10,10 @@ overrides:
  "picomatch@<2.3.2": "^2.3.2"
  "picomatch@>=4.0.0 <4.0.4": "^4.0.4"
  "jws@4.0.0": "4.0.1"
-  "js-yaml@<3.15.2": ">=3.15.2 <4.0.0"
-  "js-yaml@>=4.0.0 <4.3.2": ">=4.3.2 <5.0.0"
-  "sharp@<0.35.4": ">=0.35.4 <0.36.0"
-  "adm-zip@<0.6.1": ">=0.6.1 <0.7.0"
+  "js-yaml@<3.15.1": ">=3.15.1 <4.0.0"
+  "js-yaml@>=4.0.0 <4.3.1": ">=4.3.1 <5.0.0"
+  "sharp@<0.35.0": ">=0.35.0 <0.36.0"
+  "adm-zip@<0.6.0": ">=0.6.0 <0.7.0"
  "langsmith@<0.6.0": "^0.6.0"
  "minimatch@<3.1.3": "^3.1.3"
  "minimatch@>=5.0.0 <5.1.8": "^5.1.8"
@@ -27,21 +27,19 @@ overrides:
  "glob@>=10.2.0 <10.5.0": "^10.5.0"
  "@modelcontextprotocol/sdk": "^1.25.4"
  "esbuild": ">=0.28.1"
-  "undici@<7.29.1": ">=7.29.1 <8.0.0"
-  "axios@<1.20.0": ">=1.20.0 <2.0.0"
+  "undici@<7.29.0": ">=7.29.0 <8.0.0"
+  "axios@<1.18.0": ">=1.18.0 <2.0.0"
  "brace-expansion@<1.1.16": ">=1.1.16 <2.0.0"
-  "brace-expansion@>=2.0.0 <2.1.6": ">=2.1.6 <3.0.0"
+  "brace-expansion@>=2.0.0 <2.1.4": ">=2.1.4 <3.0.0"
  "brace-expansion@>=3.0.0 <5.0.8": ">=5.0.8 <6.0.0"
  "fast-xml-parser@>=5.0.0 <5.10.1": ">=5.10.1 <6.0.0"
  "tar@<7.5.21": ">=7.5.21 <8.0.0"
  "thrift@<0.23.0": "^0.23.0"
  "mongoose@>=9.0.0 <9.7.2": ">=9.7.2 <10.0.0"
  "protobufjs@<7.6.5": ">=7.6.5 <8.0.0"
-  "ip-address@<10.5.1": ">=10.5.1 <11.0.0"
+  "ip-address@<10.3.1": ">=10.3.1 <11.0.0"
  "browserslist@<4.28.7": ">=4.28.7 <5.0.0"
  "mysql2@<3.23.1": ">=3.23.1 <4.0.0"
-  "basic-ftp@<6.2.1": ">=6.2.1 <7.0.0"
-  "@grpc/grpc-js@>=1.14.0 <1.14.5": ">=1.14.5 <2.0.0"

 patchedDependencies:
  "tar@7.5.22": "patches/tar@7.5.22.patch"
@@ -247,54 +247,23 @@ export class TurbopufferDB implements VectorStore {
    }
  }

-  // Maps mem0's universal filter operators to Turbopuffer's filter tokens.
-  private static readonly OPERATOR_MAP: Record<string, string> = {
-    eq: "Eq",
-    ne: "NotEq",
-    gt: "Gt",
-    gte: "Gte",
-    lt: "Lt",
-    lte: "Lte",
-    in: "In",
-    nin: "NotIn",
-  };
-
  private convertFilters(filters?: SearchFilters): any {
    if (!filters || Object.keys(filters).length === 0) return null;

    const conditions: any[] = [];
    for (const [key, value] of Object.entries(filters)) {
-      // "*" is a match-any wildcard: it must not constrain the query. The old
-      // code turned it into `[key, "Eq", "*"]`, matching nothing.
-      if (value === "*") {
-        continue;
+      if (
+        typeof value === "object" &&
+        value !== null &&
+        !Array.isArray(value)
+      ) {
+        if ("gte" in value) conditions.push([key, "Gte", value.gte]);
+        if ("lte" in value) conditions.push([key, "Lte", value.lte]);
+        if ("gt" in value) conditions.push([key, "Gt", value.gt]);
+        if ("lt" in value) conditions.push([key, "Lt", value.lt]);
+      } else {
+        conditions.push([key, "Eq", value]);
      }
-
-      // Array shorthand: { key: [a, b] } means "in".
-      if (Array.isArray(value)) {
-        conditions.push([key, "In", value]);
-        continue;
-      }
-
-      if (typeof value === "object" && value !== null) {
-        // Operator dict: every operator present must hold. Previously only
-        // `gte` and `lte` were read, so `gt`/`lt`/`ne`/`eq`/`in`/`nin` were
-        // silently dropped and the filter returned unfiltered results.
-        for (const [op, operand] of Object.entries(value)) {
-          const token = TurbopufferDB.OPERATOR_MAP[op];
-          if (!token) {
-            throw new Error(
-              `Unsupported Turbopuffer filter operator '${op}' for field '${key}'. ` +
-                `Supported operators: ${Object.keys(TurbopufferDB.OPERATOR_MAP).join(", ")}.`,
-            );
-          }
-          conditions.push([key, token, operand]);
-        }
-        continue;
-      }
-
-      // Scalar shorthand: equality.
-      conditions.push([key, "Eq", value]);
    }

    if (conditions.length === 0) return null;
@@ -305,18 +274,7 @@ export class TurbopufferDB implements VectorStore {
  private parseRows(rows: any[]): VectorStoreResult[] {
    return rows.map((row) => {
      const { id, $dist, vector, ...rest } = row;
-      let score: number | undefined;
-      if ($dist == null) {
-        score = undefined;
-      } else if (this.distanceMetric === "euclidean_squared") {
-        // euclidean_squared $dist is an unbounded squared distance, so 1 - $dist
-        // goes negative for any $dist > 1 and inverts ranking. Convert it to a
-        // bounded higher-is-better score, mirroring the milvus/baidu stores.
-        score = 1 / (1 + $dist);
-      } else {
-        // Cosine distance is in [0, 2]; 1 - $dist stays a meaningful similarity.
-        score = 1 - $dist;
-      }
+      const score = $dist != null ? 1 - $dist : undefined;
      return { id: String(id), payload: rest, score };
    });
  }
@@ -1,76 +0,0 @@
-/// <reference types="jest" />
-/**
- * Turbopuffer vector store — score conversion unit tests.
- *
- * Drives parseRows() through the public search() API with a mocked
- * @turbopuffer/turbopuffer peer, asserting the score returned per metric.
- */
-
-const mockQuery = jest.fn();
-
-jest.mock("@turbopuffer/turbopuffer", () => ({
-  __esModule: true,
-  default: class {
-    namespace() {
-      return { query: mockQuery };
-    }
-  },
-}));
-
-import { TurbopufferDB } from "../src/vector_stores/turbopuffer";
-
-function makeStore(distanceMetric?: string) {
-  return new TurbopufferDB({
-    apiKey: "test-key",
-    collectionName: "mem0",
-    ...(distanceMetric ? { distanceMetric } : {}),
-  } as any);
-}
-
-async function scoreFor(
-  distanceMetric: string | undefined,
-  row: Record<string, any>,
-): Promise<number | undefined> {
-  mockQuery.mockResolvedValueOnce({ rows: [row] });
-  const results = await makeStore(distanceMetric).search([0.1, 0.2, 0.3], 5);
-  return results[0].score;
-}
-
-describe("TurbopufferDB score conversion", () => {
-  it("keeps cosine distance as 1 - dist (default metric)", async () => {
-    // cosine_distance is the default; a distance of 0.25 -> similarity 0.75.
-    expect(await scoreFor(undefined, { id: "a", $dist: 0.25 })).toBeCloseTo(
-      0.75,
-      10,
-    );
-  });
-
-  it("bounds an unbounded euclidean_squared distance to a 0..1 similarity", async () => {
-    // $dist = 4.0 is a squared distance. 1 - 4.0 = -3.0 would invert ranking;
-    // 1 / (1 + 4.0) = 0.2 keeps it higher-is-better and in range.
-    const score = await scoreFor("euclidean_squared", { id: "a", $dist: 4.0 });
-    expect(score).toBeCloseTo(0.2, 10);
-    expect(score!).toBeGreaterThanOrEqual(0);
-    expect(score!).toBeLessThanOrEqual(1);
-  });
-
-  it("ranks a nearer euclidean_squared hit above a farther one", async () => {
-    mockQuery.mockResolvedValueOnce({
-      rows: [
-        { id: "near", $dist: 1.0 },
-        { id: "far", $dist: 9.0 },
-      ],
-    });
-    const results = await makeStore("euclidean_squared").search(
-      [0.1, 0.2, 0.3],
-      5,
-    );
-    const near = results.find((r) => r.id === "near")!;
-    const far = results.find((r) => r.id === "far")!;
-    expect(near.score!).toBeGreaterThan(far.score!);
-  });
-
-  it("preserves an undefined score when the row has no distance", async () => {
-    expect(await scoreFor("euclidean_squared", { id: "a" })).toBeUndefined();
-  });
-});
@@ -1,97 +0,0 @@
-/// <reference types="jest" />
-/**
- * Turbopuffer vector store — filter translation unit tests.
- *
- * Drives the private convertFilters() through the public search() API with a
- * mocked @turbopuffer/turbopuffer peer, and asserts the filter tuple handed to
- * ns.query().
- */
-
-const mockQuery = jest.fn().mockResolvedValue({ rows: [] });
-
-// createClient() does `new sdk.default({...})`, whose namespace() returns the
-// object search() calls query() on.
-jest.mock("@turbopuffer/turbopuffer", () => ({
-  __esModule: true,
-  default: class {
-    namespace() {
-      return { query: mockQuery };
-    }
-  },
-}));
-
-import { TurbopufferDB } from "../src/vector_stores/turbopuffer";
-
-function makeStore() {
-  return new TurbopufferDB({
-    apiKey: "test-key",
-    collectionName: "mem0",
-  } as any);
-}
-
-async function filterFor(filters: any): Promise<any> {
-  mockQuery.mockClear();
-  await makeStore().search([0.1, 0.2, 0.3], 5, filters);
-  return mockQuery.mock.calls[0][0].filters;
-}
-
-describe("TurbopufferDB convertFilters", () => {
-  it("maps every operator, not just gte/lte", async () => {
-    expect(await filterFor({ age: { gt: 18 } })).toEqual(["age", "Gt", 18]);
-    expect(await filterFor({ age: { lt: 65 } })).toEqual(["age", "Lt", 65]);
-    expect(await filterFor({ age: { ne: 40 } })).toEqual(["age", "NotEq", 40]);
-    expect(await filterFor({ role: { eq: "admin" } })).toEqual([
-      "role",
-      "Eq",
-      "admin",
-    ]);
-    expect(await filterFor({ tier: { in: ["a", "b"] } })).toEqual([
-      "tier",
-      "In",
-      ["a", "b"],
-    ]);
-    expect(await filterFor({ tier: { nin: ["x"] } })).toEqual([
-      "tier",
-      "NotIn",
-      ["x"],
-    ]);
-  });
-
-  it("applies every operator in a compound range (AND), not just the first", async () => {
-    const filter = await filterFor({ age: { gt: 18, lt: 65 } });
-    expect(filter[0]).toBe("And");
-    expect(filter[1]).toEqual(
-      expect.arrayContaining([
-        ["age", "Gt", 18],
-        ["age", "Lt", 65],
-      ]),
-    );
-  });
-
-  it("treats a bare array value as an 'in' filter", async () => {
-    expect(await filterFor({ tier: ["gold", "silver"] })).toEqual([
-      "tier",
-      "In",
-      ["gold", "silver"],
-    ]);
-  });
-
-  it("keeps scalar equality working", async () => {
-    expect(await filterFor({ user_id: "u1" })).toEqual(["user_id", "Eq", "u1"]);
-  });
-
-  it("skips a '*' wildcard value instead of matching it literally", async () => {
-    // Only the real agent_id clause survives; user_id: "*" contributes nothing.
-    expect(await filterFor({ user_id: "*", agent_id: "a1" })).toEqual([
-      "agent_id",
-      "Eq",
-      "a1",
-    ]);
-  });
-
-  it("throws on an unsupported operator rather than silently dropping it", async () => {
-    await expect(
-      makeStore().search([0.1, 0.2, 0.3], 5, { name: { startsWith: "a" } }),
-    ).rejects.toThrow(/Unsupported Turbopuffer filter operator 'startsWith'/);
-  });
-});
@@ -579,20 +579,11 @@ class AWSBedrockLLM(LLMBase):
            # Use converse API for Anthropic models
            response = self.client.converse(**converse_params)

-            # Parse Converse API response. Claude reasoning models can emit a
-            # `reasoningContent` block before the `text` block, so iterate to
-            # find the first block that carries text instead of indexing
-            # content[0] (same approach as the MiniMax branch below).
+            # Parse Converse API response
            if hasattr(response, 'output') and hasattr(response.output, 'message'):
-                for block in response.output.message.content:
-                    if hasattr(block, 'text'):
-                        return block.text
-                return ""
+                return response.output.message.content[0].text
            elif 'output' in response and 'message' in response['output']:
-                for block in response['output']['message']['content']:
-                    if 'text' in block:
-                        return block['text']
-                return ""
+                return response['output']['message']['content'][0]['text']
            else:
                return str(response)

@@ -69,16 +69,6 @@ class S3Vectors(VectorStoreBase):
            else:
                raise

-    def _distance_to_score(self, raw_distance: Optional[float]) -> Optional[float]:
-        if raw_distance is None:
-            return None
-        # Euclidean distance is unbounded, so 1 - distance would collapse most
-        # scores to 0. Use a bounded monotonic map instead. Cosine distance is
-        # in [0, 2], where 1 - distance is already a valid similarity.
-        if self.distance_metric == "euclidean":
-            return 1.0 / (1.0 + raw_distance)
-        return max(0.0, 1.0 - raw_distance)
-
    def _parse_output(self, vectors: List[Dict]) -> List[OutputData]:
        results = []
        for v in vectors:
@@ -91,7 +81,7 @@ class S3Vectors(VectorStoreBase):
                    logger.warning(f"Failed to parse metadata for key {v.get('key')}")
                    payload = {}
            raw_distance = v.get("distance")
-            score = self._distance_to_score(raw_distance)
+            score = max(0.0, 1.0 - raw_distance) if raw_distance is not None else None
            results.append(OutputData(id=v.get("key"), score=score, payload=payload))
        return results

@@ -122,14 +122,7 @@ class TurbopufferDB(VectorStoreBase):
            dist = row_dict.pop("$dist", None)
            row_dict.pop("vector", None)

-            if dist is None:
-                score = None
-            elif self.distance_metric == "euclidean_squared":
-                # $dist is unbounded squared-L2 (lower = closer); map to a bounded
-                # higher-is-better score, mirroring milvus/baidu. Cosine returns 1 - dist.
-                score = 1.0 / (1.0 + dist)
-            else:
-                score = 1 - dist
+            score = 1 - dist if dist is not None else None

            results.append(OutputData(
                id=row_id,
@@ -138,18 +131,6 @@ class TurbopufferDB(VectorStoreBase):
            ))
        return results

-    # Maps mem0 filter operators to their Turbopuffer equivalents.
-    OPERATOR_MAP = {
-        "eq": "Eq",
-        "ne": "NotEq",
-        "gt": "Gt",
-        "gte": "Gte",
-        "lt": "Lt",
-        "lte": "Lte",
-        "in": "In",
-        "nin": "NotIn",
-    }
-
    def _convert_filters(self, filters: Optional[Dict]):
        """
        Convert mem0 filters to Turbopuffer filter format.
@@ -162,14 +143,10 @@ class TurbopufferDB(VectorStoreBase):
        conditions = []
        for key, value in filters.items():
            if isinstance(value, dict):
-                for op, operand in value.items():
-                    tpuf_op = self.OPERATOR_MAP.get(op)
-                    if tpuf_op is None:
-                        raise ValueError(
-                            f"Unsupported filter operator '{op}' for field '{key}'. "
-                            f"Supported operators: {sorted(self.OPERATOR_MAP)}"
-                        )
-                    conditions.append((key, tpuf_op, operand))
+                if "gte" in value:
+                    conditions.append((key, "Gte", value["gte"]))
+                if "lte" in value:
+                    conditions.append((key, "Lte", value["lte"]))
            else:
                conditions.append((key, "Eq", value))

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"

 [project]
 name = "mem0ai"
-version = "2.2.1"
+version = "2.2.0"
 description = "Long-term memory for AI Agents"
 authors = [
    { name = "Mem0", email = "support@mem0.ai" }
@@ -83,7 +83,7 @@ test = [
 dev = [
    "ruff==0.16.0",
    "isort>=5.13.2",
-    "pre-commit>=3.5.0",
+    "pytest>=8.2.2",
 ]

 [tool.pytest.ini_options]
@@ -111,7 +111,6 @@ features = [
  "vector-stores",
  "llms",
  "extras",
-  "dev",
 ]

 [tool.hatch.envs.dev_py_3_11]
@@ -121,7 +120,6 @@ features = [
  "vector-stores",
  "llms",
  "extras",
-  "dev",
 ]

 [tool.hatch.envs.dev_py_3_12]
@@ -131,12 +129,6 @@ features = [
  "vector-stores",
  "llms",
  "extras",
-  "dev",
-]
-
-[tool.hatch.envs.default]
-features = [
-  "dev",
 ]

 [tool.hatch.envs.default.scripts]
@@ -37,7 +37,7 @@
    "@radix-ui/react-tooltip": "^1.0.7",
    "@reduxjs/toolkit": "^2.3.0",
    "@tanstack/react-table": "^8.17.3",
-    "axios": "^1.20.0",
+    "axios": "^1.18.0",
    "class-variance-authority": "^0.7.1",
    "clsx": "^2.1.0",
    "cmdk": "^1.0.0",
@@ -8,14 +8,14 @@ overrides:
  form-data@<4.0.6: '>=4.0.6'
  prismjs@<1.30.0: '>=1.30.0'
  uuid@<11.1.1: '>=11.1.1'
-  axios@<1.20.0: '>=1.20.0 <2.0.0'
+  axios@<1.18.0: '>=1.18.0 <2.0.0'
  brace-expansion@<1.1.16: '>=1.1.16 <2.0.0'
  brace-expansion@>=3.0.0 <5.0.8: '>=5.0.8 <6.0.0'
-  js-yaml@<3.15.2: '>=3.15.2 <4.0.0'
-  js-yaml@>=4.0.0 <4.3.2: '>=4.3.2 <5.0.0'
+  js-yaml@<3.15.1: '>=3.15.1 <4.0.0'
+  js-yaml@>=4.0.0 <4.3.1: '>=4.3.1 <5.0.0'
  postcss@<8.5.18: '>=8.5.18 <9.0.0'
  nanoid@<3.3.18: '>=3.3.18 <4.0.0'
-  sharp@<0.35.4: '>=0.35.4 <0.36.0'
+  sharp@<0.35.0: '>=0.35.0 <0.36.0'
  browserslist@<4.28.7: '>=4.28.7 <5.0.0'

 importers:
@@ -98,8 +98,8 @@ importers:
        specifier: ^8.17.3
        version: 8.21.3(react-dom@19.2.7(react@19.2.7))(react@19.2.7)
      axios:
-        specifier: ^1.20.0
-        version: 1.20.0
+        specifier: ^1.18.0
+        version: 1.18.1
      class-variance-authority:
        specifier: ^0.7.1
        version: 0.7.1
@@ -299,160 +299,160 @@ packages:
    resolution: {integrity: sha512-Td76q7j57o/tLVdgS746cYARfSyxk8iEfRxewL9h4OMzYhbW4TAcppl0mT4eyqXddh6L/jwoM75mo7ixa/pCeQ==}
    engines: {node: '>=18'}

-  '@img/sharp-darwin-arm64@0.35.5':
-    resolution: {integrity: sha512-QRUlFQ0WxvdWyqqG/WtI3iupfD5rBzmCHXSdPsY91sAtVtTo7Q4cb6zOccZ3gqEqkr0f1As1ehLqmEpDsRf+lg==}
+  '@img/sharp-darwin-arm64@0.35.3':
+    resolution: {integrity: sha512-RMnFX7YQsMoh7lWfcM4NEHHymBX/rLuKNPVM84XE9ONPcaSCDgE7CHIHpSgPcO2xcRthgBy1HfNO319mwhIAkg==}
    engines: {node: '>=20.9.0'}
    cpu: [arm64]
    os: [darwin]

-  '@img/sharp-darwin-x64@0.35.5':
-    resolution: {integrity: sha512-+BR255RhDlpygUpOc/Jdt1nT6DQ3XG/ERo5wbcdOf5Q320dKtPCKPLR1LJs9VGXRaMa8l1uUa0tkCNOXiAxZUw==}
+  '@img/sharp-darwin-x64@0.35.3':
+    resolution: {integrity: sha512-Xo+5uFBtLN0BKqieTxiFzFPQAUlBbbH5iBKyRX/z1JrbnYsHTfKJnUfL8+p2TPXr1pXqao4eeL4Rl144uDpK9w==}
    engines: {node: '>=20.9.0'}
    cpu: [x64]
    os: [darwin]

-  '@img/sharp-freebsd-wasm32@0.35.5':
-    resolution: {integrity: sha512-Y/z91nEZ4uIBX5X3nfTovjU9lHNKFYbL2lpHCLVNmXQK03VIZvXBBt0KxbPGp2SdGSF+2mQU4e+hQaWOt86iAw==}
+  '@img/sharp-freebsd-wasm32@0.35.3':
+    resolution: {integrity: sha512-lUxcqWIj2wMQ9BrwNjngcr1gWUr5xgaGThBRqPPalIC2n67Cqj1uPh8NnA/ZhAg8hUbKl+kVHKwgUIwe6ZYPrg==}
    engines: {node: '>=20.9.0'}
    os: [freebsd]

-  '@img/sharp-libvips-darwin-arm64@1.3.4':
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+  '@img/sharp-libvips-darwin-arm64@1.3.2':
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    cpu: [arm64]
    os: [darwin]

-  '@img/sharp-libvips-darwin-x64@1.3.4':
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+  '@img/sharp-libvips-darwin-x64@1.3.2':
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    cpu: [x64]
    os: [darwin]

-  '@img/sharp-libvips-linux-arm64@1.3.4':
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+  '@img/sharp-libvips-linux-arm64@1.3.2':
+    resolution: {integrity: sha512-dqVSFynCox4C/J8kT16V7SIFAns0IjgLwkvYT7p8LQVmJ5OS5b6tI9IGflxTeuBS//zXeFIUbwt5dwxyZ17cnA==}
    cpu: [arm64]
    os: [linux]
    libc: [glibc]

-  '@img/sharp-libvips-linux-arm@1.3.4':
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+  '@img/sharp-libvips-linux-arm@1.3.2':
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    cpu: [arm]
    os: [linux]
    libc: [glibc]

-  '@img/sharp-libvips-linux-ppc64@1.3.4':
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+  '@img/sharp-libvips-linux-ppc64@1.3.2':
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    cpu: [ppc64]
    os: [linux]
    libc: [glibc]

-  '@img/sharp-libvips-linux-riscv64@1.3.4':
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+  '@img/sharp-libvips-linux-riscv64@1.3.2':
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    cpu: [riscv64]
    os: [linux]
    libc: [glibc]

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    cpu: [s390x]
    os: [linux]
    libc: [glibc]

-  '@img/sharp-libvips-linux-x64@1.3.4':
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+  '@img/sharp-libvips-linux-x64@1.3.2':
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    cpu: [x64]
    os: [linux]
    libc: [glibc]

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    cpu: [arm64]
    os: [linux]
    libc: [musl]

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+  '@img/sharp-libvips-linuxmusl-x64@1.3.2':
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    cpu: [x64]
    os: [linux]
    libc: [musl]

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+  '@img/sharp-linux-arm@0.35.3':
+    resolution: {integrity: sha512-affVWCTLooy8TSxbDx2qkzuDeaWLNVBA+P//FNBirHsXpP2fuBhk5AuboYUnrDnzoXes8GFjpTx0SBFOCRg+FA==}
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    cpu: [arm]
    os: [linux]
    libc: [glibc]

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-    resolution: {integrity: sha512-QVxAAq8evVRI9ia2vqgwrmWucn5Dfv+JdWzj75pD8omHLPSP7f8p20O8jxzjCcuCEQEOtYOZUmX1hkiZ0kdevA==}
+  '@img/sharp-linux-ppc64@0.35.3':
+    resolution: {integrity: sha512-sMd8rDxmpLOwv/7N44klFjOD5DUO7FLdjiXDI0hoxYaf7Ar262dQIEkosE98bps+5HPLtp/EvNqeqQtOycP/IA==}
    engines: {node: '>=20.9.0'}
    cpu: [ppc64]
    os: [linux]
    libc: [glibc]

-  '@img/sharp-linux-riscv64@0.35.5':
-    resolution: {integrity: sha512-LtdreXguaavKODPIfzJ4kffx7UNt1omwtK0rch4EBbbSTXPnxWmYSayXdLJw0fJzQ97kHt1gL/yh4tvU+nCyRQ==}
+  '@img/sharp-linux-riscv64@0.35.3':
+    resolution: {integrity: sha512-0Eob78yjlYPfL5vMNWAW55l3R9Y6BQS/gOfe0ZcP9mEz9ohhKSt4im1hayiknXgf8AWrFqMvJcKIdmLmEe7yeQ==}
    engines: {node: '>=20.9.0'}
    cpu: [riscv64]
    os: [linux]
    libc: [glibc]

-  '@img/sharp-linux-s390x@0.35.5':
-    resolution: {integrity: sha512-UZasTOFiYzotTsGOCu42BfUzP6Tu6Do/947iRm1RsLKvlllxwGcn4RN27LibGWceix4Y+Pmw3jsnTcCQIgWjqA==}
+  '@img/sharp-linux-s390x@0.35.3':
+    resolution: {integrity: sha512-KgAxQ0DxpNOq1rG2t5cgTgShJFGSuU7XO45cqC+1NVOuZnP6tlgZRuSYOfNupGkHID0o3cJOsw4DVeJpMovcGw==}
    engines: {node: '>=20.9.0'}
    cpu: [s390x]
    os: [linux]
    libc: [glibc]

-  '@img/sharp-linux-x64@0.35.5':
-    resolution: {integrity: sha512-SxFtLTeJInhAA9Q836kux2vZNeOBQEx658qvbboZScr0wIARym3IcGmW7KpVD5sbVg0Ojy+udFQdayYIZyoNog==}
+  '@img/sharp-linux-x64@0.35.3':
+    resolution: {integrity: sha512-8pqvxubL2PGdhlPy6GLqzDYMUjyRmKAwKHYKixpdJYBUK7PJ0C029XdsnpFIdgRZG68fZiGdHVWcKPvtiPB4cA==}
    engines: {node: '>=20.9.0'}
    cpu: [x64]
    os: [linux]
    libc: [glibc]

-  '@img/sharp-linuxmusl-arm64@0.35.5':
-    resolution: {integrity: sha512-9HbMclmI1zlNkFRs3z9/eBtDjfD0sGlrX1z6b1qwmiFY5ElDLh4BC0LPBdVp7z1DXFiKlIcznf+ZlsuZzLxQqg==}
+  '@img/sharp-linuxmusl-arm64@0.35.3':
+    resolution: {integrity: sha512-Vz0iQjzzcSX3HCbfwFfCSG/9SCIqyO0mH2sXyiHaAYfBk0cRsCWXRyQYX0ovCK/PAQBbTzQ0dsPQHh5MAFL59w==}
    engines: {node: '>=20.9.0'}
    cpu: [arm64]
    os: [linux]
    libc: [musl]

-  '@img/sharp-linuxmusl-x64@0.35.5':
-    resolution: {integrity: sha512-4KOphqB035HrVdqLZfCgMzzERrQkkzOwRhl4OAkRO1YCldbaFjySXMaK534Mo0V+LndnlJk+sbUyLeU0ULyD1A==}
+  '@img/sharp-linuxmusl-x64@0.35.3':
+    resolution: {integrity: sha512-6O1NPKcDVj9QEdg7Hx549EX8U0rp6yXQERqru6yRN7fGBn32UvIRJUlWnk+8xDCiG76hXVBbX82NZ/ZKr0euIg==}
    engines: {node: '>=20.9.0'}
    cpu: [x64]
    os: [linux]
    libc: [musl]

-  '@img/sharp-wasm32@0.35.5':
-    resolution: {integrity: sha512-Ptsga1su4tQx+LLF1ECS9U6nz5kmrXKo6XVbtR48Ke3ZRxxgaWBu7IDtEe1quo8hiupwm6WFqxVlXaSf7IINGQ==}
+  '@img/sharp-wasm32@0.35.3':
+    resolution: {integrity: sha512-cZ0XkcYGpHZkqW6iCkqTcmUC0CD9DhD5d/qeZlZkfRBn6GnHniZXLUo5+9xw8Iv76YE6LQFN9YNBlKREcCG76w==}
    engines: {node: '>=20.9.0'}

-  '@img/sharp-webcontainers-wasm32@0.35.5':
-    resolution: {integrity: sha512-hfhF/FmoQyTUkA0bIKFOtw536BQSeBMe6BF6QyWlrPxT754+TFLaZ7sKKTfvvM0yJgKgaYTwnFCIZ/GuDw5SUA==}
+  '@img/sharp-webcontainers-wasm32@0.35.3':
+    resolution: {integrity: sha512-2rnq7bX3NzeR2T4YWgz8qiG4h3TSdMe+vN1iQXpJleSJ3SM5zQ8Fy2SyyXAWlbxpEZ2Y+Z4u1BePgJEYbSy80Q==}
    engines: {node: '>=20.9.0'}
    cpu: [wasm32]

-  '@img/sharp-win32-arm64@0.35.5':
-    resolution: {integrity: sha512-X4t7g+7ZA5DKblCBEXGjUqqemj4vczING/5viFwAL8h4N3qYeyjwdCvRLHi4EdOUI+2Z7UFlp1VM+p/AuEtm6Q==}
+  '@img/sharp-win32-arm64@0.35.3':
+    resolution: {integrity: sha512-4bPwFdMbeC4JQ8L8LOyWp6nsHcboP5fxkp6iPOXz2Vg49R42TuMs2whkJ5OAP4/Ul035qOzy0AecOF9VOscn4w==}
    engines: {node: '>=20.9.0'}
    cpu: [arm64]
    os: [win32]

-  '@img/sharp-win32-ia32@0.35.5':
-    resolution: {integrity: sha512-5Zm82LoBc43nhwNybZlG7Y1KO//Zhsn306fQl29ZOuStHLGTo3BWL83q3cznX0poxSAMuYL1On/BHBxkBeKr6A==}
+  '@img/sharp-win32-ia32@0.35.3':
+    resolution: {integrity: sha512-r53mXsBN6lFUDiST764SvgwUdHAqM4rPAiDzAmf4fLoB6X/rkfyTrLCg6+g17wJJiCmB3JYgHuUldCWUIRFSXw==}
    engines: {node: ^20.9.0}
    cpu: [ia32]
    os: [win32]

-  '@img/sharp-win32-x64@0.35.5':
-    resolution: {integrity: sha512-x76eH0vEiHlcMQu8Y8IenntaACtddpT6W0wmXtWrnKcnKI7ME5DdgqhAD6SEWOEl1v2zDvkZDhFA9KnURwpfqg==}
+  '@img/sharp-win32-x64@0.35.3':
+    resolution: {integrity: sha512-D4y1vNeZrIIJCN+uHaWVtH86B+aCrdMYYjicy9pXHvbGZeGYLLSd3wdVuC37FxVXlU1ARsk84eKWfWMXGYEqvA==}
    engines: {node: '>=20.9.0'}
    cpu: [x64]
    os: [win32]
@@ -1494,8 +1494,8 @@ packages:
    resolution: {integrity: sha512-s7iGf5GaVMxEG0ENN9x+xTr7GFZCb1ZP/1uATUpCEK2X78nDB3RwbtFCo9pGAf9ru+VwoQ464DkaLEeRM08wJA==}
    engines: {node: '>=4'}

-  axios@1.20.0:
-    resolution: {integrity: sha512-r8aOh8j9cGKpgQAqpzrUHnSIc6a59Y3Xf/cv8sy1DrHCkZHzQGEuoq1tARk6qSyDdtQGSDgpb9kFlruzPvrgwg==}
+  axios@1.18.1:
+    resolution: {integrity: sha512-3nTvFlvpn9Zu/RkHUqtc7/+al4UpRW5az71ap5zccp6e8RAYEzhMTecX8Dz1wWDYrPpUoB1HAQEGEAEvUr7S9g==}

  axobject-query@4.1.0:
    resolution: {integrity: sha512-qIj0G9wZbMGNLjLmg1PT6v2mE9AH2zlnADJD/2tC6E00hgmhUOfEB6greHPAfLRSufHqROIUTkw6E+M3lH0PTQ==}
@@ -2292,8 +2292,8 @@ packages:
  js-tokens@4.0.0:
    resolution: {integrity: sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ==}

-  js-yaml@4.3.2:
-    resolution: {integrity: sha512-SFNOvSJ+Dgf/9An904Yx+CgSlIPCkIpao4qo51lpee25TIRejdH3rhR4EZMGoNx3/TP3O+wzWuiTFl4sqbltzA==}
+  js-yaml@4.3.1:
+    resolution: {integrity: sha512-CY6crGq313MX8GkwvB7tzgp99vjQxY1++5y10/BKN/GUfHqWaOGQMNZkBvqSzsZKWk/ijwHlWzzkLulsGHhjWQ==}
    hasBin: true

  json-buffer@3.0.1:
@@ -2832,8 +2832,8 @@ packages:
    resolution: {integrity: sha512-RJRdvCo6IAnPdsvP/7m6bsQqNnn1FCBX5ZNtFL98MmFF/4xAIJTIg1YbHW5DC2W5SKZanrC6i4HsJqlajw/dZw==}
    engines: {node: '>= 0.4'}

-  sharp@0.35.5:
-    resolution: {integrity: sha512-Ywn4OnzGukp7CDMrp08RQ50YKmuwG47brZgIVPTvBaaAfQlRlygrRqSrxdCiL9M+LlzLBiJ68IR1QqvzHyjC7g==}
+  sharp@0.35.3:
+    resolution: {integrity: sha512-ej0zVHuZGHCiABXcNxeYhpRnPNPAcvbG8RMdBAhDAxLKkCRVSpK3Iyu7qbqw3JMzoj0REeM6f3tJLtVwl0023Q==}
    engines: {node: '>=20.9.0'}
    peerDependencies:
      '@types/node': '*'
@@ -3174,7 +3174,7 @@ snapshots:
      globals: 13.24.0
      ignore: 5.3.2
      import-fresh: 3.3.1
-      js-yaml: 4.3.2
+      js-yaml: 4.3.1
      minimatch: 3.1.5
      strip-json-comments: 3.1.1
    transitivePeerDependencies:
@@ -3218,108 +3218,108 @@ snapshots:
  '@img/colour@1.1.0':
    optional: true

-  '@img/sharp-darwin-arm64@0.35.5':
+  '@img/sharp-darwin-arm64@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-darwin-arm64': 1.3.4
+      '@img/sharp-libvips-darwin-arm64': 1.3.2
    optional: true

-  '@img/sharp-darwin-x64@0.35.5':
+  '@img/sharp-darwin-x64@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-darwin-x64': 1.3.4
+      '@img/sharp-libvips-darwin-x64': 1.3.2
    optional: true

-  '@img/sharp-freebsd-wasm32@0.35.5':
+  '@img/sharp-freebsd-wasm32@0.35.3':
    dependencies:
-      '@img/sharp-wasm32': 0.35.5
+      '@img/sharp-wasm32': 0.35.3
    optional: true

-  '@img/sharp-libvips-darwin-arm64@1.3.4':
+  '@img/sharp-libvips-darwin-arm64@1.3.2':
    optional: true

-  '@img/sharp-libvips-darwin-x64@1.3.4':
+  '@img/sharp-libvips-darwin-x64@1.3.2':
    optional: true

-  '@img/sharp-libvips-linux-arm64@1.3.4':
+  '@img/sharp-libvips-linux-arm64@1.3.2':
    optional: true

-  '@img/sharp-libvips-linux-arm@1.3.4':
+  '@img/sharp-libvips-linux-arm@1.3.2':
    optional: true

-  '@img/sharp-libvips-linux-ppc64@1.3.4':
+  '@img/sharp-libvips-linux-ppc64@1.3.2':
    optional: true

-  '@img/sharp-libvips-linux-riscv64@1.3.4':
+  '@img/sharp-libvips-linux-riscv64@1.3.2':
    optional: true

-  '@img/sharp-libvips-linux-s390x@1.3.4':
+  '@img/sharp-libvips-linux-s390x@1.3.2':
    optional: true

-  '@img/sharp-libvips-linux-x64@1.3.4':
+  '@img/sharp-libvips-linux-x64@1.3.2':
    optional: true

-  '@img/sharp-libvips-linuxmusl-arm64@1.3.4':
+  '@img/sharp-libvips-linuxmusl-arm64@1.3.2':
    optional: true

-  '@img/sharp-libvips-linuxmusl-x64@1.3.4':
+  '@img/sharp-libvips-linuxmusl-x64@1.3.2':
    optional: true

-  '@img/sharp-linux-arm64@0.35.5':
+  '@img/sharp-linux-arm64@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-linux-arm64': 1.3.4
+      '@img/sharp-libvips-linux-arm64': 1.3.2
    optional: true

-  '@img/sharp-linux-arm@0.35.5':
+  '@img/sharp-linux-arm@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-linux-arm': 1.3.4
+      '@img/sharp-libvips-linux-arm': 1.3.2
    optional: true

-  '@img/sharp-linux-ppc64@0.35.5':
+  '@img/sharp-linux-ppc64@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-linux-ppc64': 1.3.4
+      '@img/sharp-libvips-linux-ppc64': 1.3.2
    optional: true

-  '@img/sharp-linux-riscv64@0.35.5':
+  '@img/sharp-linux-riscv64@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-linux-riscv64': 1.3.4
+      '@img/sharp-libvips-linux-riscv64': 1.3.2
    optional: true

-  '@img/sharp-linux-s390x@0.35.5':
+  '@img/sharp-linux-s390x@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-linux-s390x': 1.3.4
+      '@img/sharp-libvips-linux-s390x': 1.3.2
    optional: true

-  '@img/sharp-linux-x64@0.35.5':
+  '@img/sharp-linux-x64@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-linux-x64': 1.3.4
+      '@img/sharp-libvips-linux-x64': 1.3.2
    optional: true

-  '@img/sharp-linuxmusl-arm64@0.35.5':
+  '@img/sharp-linuxmusl-arm64@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-linuxmusl-arm64': 1.3.4
+      '@img/sharp-libvips-linuxmusl-arm64': 1.3.2
    optional: true

-  '@img/sharp-linuxmusl-x64@0.35.5':
+  '@img/sharp-linuxmusl-x64@0.35.3':
    optionalDependencies:
-      '@img/sharp-libvips-linuxmusl-x64': 1.3.4
+      '@img/sharp-libvips-linuxmusl-x64': 1.3.2
    optional: true

-  '@img/sharp-wasm32@0.35.5':
+  '@img/sharp-wasm32@0.35.3':
    dependencies:
      '@emnapi/runtime': 1.11.3
    optional: true

-  '@img/sharp-webcontainers-wasm32@0.35.5':
+  '@img/sharp-webcontainers-wasm32@0.35.3':
    dependencies:
-      '@img/sharp-wasm32': 0.35.5
+      '@img/sharp-wasm32': 0.35.3
    optional: true

-  '@img/sharp-win32-arm64@0.35.5':
+  '@img/sharp-win32-arm64@0.35.3':
    optional: true

-  '@img/sharp-win32-ia32@0.35.5':
+  '@img/sharp-win32-ia32@0.35.3':
    optional: true

-  '@img/sharp-win32-x64@0.35.5':
+  '@img/sharp-win32-x64@0.35.3':
    optional: true

  '@jridgewell/gen-mapping@0.3.13':
@@ -4367,7 +4367,7 @@ snapshots:

  axe-core@4.12.1: {}

-  axios@1.20.0:
+  axios@1.18.1:
    dependencies:
      follow-redirects: 1.16.0
      form-data: 4.0.6
@@ -4897,7 +4897,7 @@ snapshots:
      imurmurhash: 0.1.4
      is-glob: 4.0.3
      is-path-inside: 3.0.3
-      js-yaml: 4.3.2
+      js-yaml: 4.3.1
      json-stable-stringify-without-jsonify: 1.0.1
      levn: 0.4.1
      lodash.merge: 4.6.2
@@ -5310,7 +5310,7 @@ snapshots:

  js-tokens@4.0.0: {}

-  js-yaml@4.3.2:
+  js-yaml@4.3.1:
    dependencies:
      argparse: 2.0.1

@@ -5439,7 +5439,7 @@ snapshots:
      '@next/swc-linux-x64-musl': 15.5.24
      '@next/swc-win32-arm64-msvc': 15.5.24
      '@next/swc-win32-x64-msvc': 15.5.24
-      sharp: 0.35.5(@types/node@22.5.4)
+      sharp: 0.35.3(@types/node@22.5.4)
    transitivePeerDependencies:
      - '@babel/core'
      - '@types/node'
@@ -5852,37 +5852,37 @@ snapshots:
      es-errors: 1.3.0
      es-object-atoms: 1.1.2

-  sharp@0.35.5(@types/node@22.5.4):
+  sharp@0.35.3(@types/node@22.5.4):
    dependencies:
      '@img/colour': 1.1.0
      detect-libc: 2.1.2
      semver: 7.8.5
    optionalDependencies:
-      '@img/sharp-darwin-arm64': 0.35.5
-      '@img/sharp-darwin-x64': 0.35.5
-      '@img/sharp-freebsd-wasm32': 0.35.5
-      '@img/sharp-libvips-darwin-arm64': 1.3.4
-      '@img/sharp-libvips-darwin-x64': 1.3.4
-      '@img/sharp-libvips-linux-arm': 1.3.4
-      '@img/sharp-libvips-linux-arm64': 1.3.4
-      '@img/sharp-libvips-linux-ppc64': 1.3.4
-      '@img/sharp-libvips-linux-riscv64': 1.3.4
-      '@img/sharp-libvips-linux-s390x': 1.3.4
-      '@img/sharp-libvips-linux-x64': 1.3.4
-      '@img/sharp-libvips-linuxmusl-arm64': 1.3.4
-      '@img/sharp-libvips-linuxmusl-x64': 1.3.4
-      '@img/sharp-linux-arm': 0.35.5
-      '@img/sharp-linux-arm64': 0.35.5
-      '@img/sharp-linux-ppc64': 0.35.5
-      '@img/sharp-linux-riscv64': 0.35.5
-      '@img/sharp-linux-s390x': 0.35.5
-      '@img/sharp-linux-x64': 0.35.5
-      '@img/sharp-linuxmusl-arm64': 0.35.5
-      '@img/sharp-linuxmusl-x64': 0.35.5
-      '@img/sharp-webcontainers-wasm32': 0.35.5
-      '@img/sharp-win32-arm64': 0.35.5
-      '@img/sharp-win32-ia32': 0.35.5
-      '@img/sharp-win32-x64': 0.35.5
+      '@img/sharp-darwin-arm64': 0.35.3
+      '@img/sharp-darwin-x64': 0.35.3
+      '@img/sharp-freebsd-wasm32': 0.35.3
+      '@img/sharp-libvips-darwin-arm64': 1.3.2
+      '@img/sharp-libvips-darwin-x64': 1.3.2
+      '@img/sharp-libvips-linux-arm': 1.3.2
+      '@img/sharp-libvips-linux-arm64': 1.3.2
+      '@img/sharp-libvips-linux-ppc64': 1.3.2
+      '@img/sharp-libvips-linux-riscv64': 1.3.2
+      '@img/sharp-libvips-linux-s390x': 1.3.2
+      '@img/sharp-libvips-linux-x64': 1.3.2
+      '@img/sharp-libvips-linuxmusl-arm64': 1.3.2
+      '@img/sharp-libvips-linuxmusl-x64': 1.3.2
+      '@img/sharp-linux-arm': 0.35.3
+      '@img/sharp-linux-arm64': 0.35.3
+      '@img/sharp-linux-ppc64': 0.35.3
+      '@img/sharp-linux-riscv64': 0.35.3
+      '@img/sharp-linux-s390x': 0.35.3
+      '@img/sharp-linux-x64': 0.35.3
+      '@img/sharp-linuxmusl-arm64': 0.35.3
+      '@img/sharp-linuxmusl-x64': 0.35.3
+      '@img/sharp-webcontainers-wasm32': 0.35.3
+      '@img/sharp-win32-arm64': 0.35.3
+      '@img/sharp-win32-ia32': 0.35.3
+      '@img/sharp-win32-x64': 0.35.3
      '@types/node': 22.5.4
    optional: true

@@ -5,12 +5,12 @@ overrides:
  "form-data@<4.0.6": ">=4.0.6"
  "prismjs@<1.30.0": ">=1.30.0"
  "uuid@<11.1.1": ">=11.1.1"
-  "axios@<1.20.0": ">=1.20.0 <2.0.0"
+  "axios@<1.18.0": ">=1.18.0 <2.0.0"
  "brace-expansion@<1.1.16": ">=1.1.16 <2.0.0"
  "brace-expansion@>=3.0.0 <5.0.8": ">=5.0.8 <6.0.0"
-  "js-yaml@<3.15.2": ">=3.15.2 <4.0.0"
-  "js-yaml@>=4.0.0 <4.3.2": ">=4.3.2 <5.0.0"
+  "js-yaml@<3.15.1": ">=3.15.1 <4.0.0"
+  "js-yaml@>=4.0.0 <4.3.1": ">=4.3.1 <5.0.0"
  "postcss@<8.5.18": ">=8.5.18 <9.0.0"
  "nanoid@<3.3.18": ">=3.3.18 <4.0.0"
-  "sharp@<0.35.4": ">=0.35.4 <0.36.0"
+  "sharp@<0.35.0": ">=0.35.0 <0.36.0"
  "browserslist@<4.28.7": ">=4.28.7 <5.0.0"
@@ -506,51 +506,3 @@ class TestParseResponseLegacy:
        response = {"body": body}
        result = llm._parse_response(response, tools=None)
        assert result == "hello from ai21"
-
-
-class TestAnthropicConverseContentParsing:
-    """The Anthropic Converse branch must not assume content[0] is the text
-    block: Claude reasoning models emit a reasoningContent block before the
-    text block, and some stop conditions produce an empty content array. The
-    parser iterates for the first block carrying text, like the MiniMax branch.
-    """
-
-    def test_text_after_reasoning_content_block(self, mock_boto3):
-        mock_boto3.converse.return_value = {
-            "output": {
-                "message": {
-                    "content": [
-                        {"reasoningContent": {"reasoningText": {"text": "step by step..."}}},
-                        {"text": "final answer"},
-                    ]
-                }
-            }
-        }
-        llm = _make_llm("anthropic.claude-3-5-sonnet-20240620-v1:0", mock_boto3)
-
-        assert llm.generate_response(MESSAGES) == "final answer"
-
-    def test_empty_content_returns_empty_string(self, mock_boto3):
-        mock_boto3.converse.return_value = {"output": {"message": {"content": []}}}
-        llm = _make_llm("anthropic.claude-3-5-sonnet-20240620-v1:0", mock_boto3)
-
-        assert llm.generate_response(MESSAGES) == ""
-
-    def test_plain_text_content_still_returned(self, mock_boto3):
-        mock_boto3.converse.return_value = _converse_response("plain answer")
-        llm = _make_llm("anthropic.claude-3-5-sonnet-20240620-v1:0", mock_boto3)
-
-        assert llm.generate_response(MESSAGES) == "plain answer"
-
-    def test_object_style_response_iterates_blocks(self, mock_boto3):
-        # Defensive attr-style branch: object wrapper with a reasoning block first.
-        from types import SimpleNamespace
-
-        reasoning_block = SimpleNamespace(reasoningContent={"reasoningText": {"text": "hmm"}})
-        text_block = SimpleNamespace(text="object answer")
-        mock_boto3.converse.return_value = SimpleNamespace(
-            output=SimpleNamespace(message=SimpleNamespace(content=[reasoning_block, text_block]))
-        )
-        llm = _make_llm("anthropic.claude-3-5-sonnet-20240620-v1:0", mock_boto3)
-
-        assert llm.generate_response(MESSAGES) == "object answer"
@@ -186,45 +186,6 @@ def test_search(mock_boto_client):
    assert results[0].score == pytest.approx(0.1)


-def test_search_score_cosine_uses_one_minus_distance(mock_boto_client):
-    """Cosine metric keeps the 1 - distance similarity mapping."""
-    mock_boto_client.query_vectors.return_value = {"vectors": [{"key": "id1", "distance": 0.25, "metadata": {}}]}
-    store = S3Vectors(
-        vector_bucket_name=BUCKET_NAME,
-        collection_name=INDEX_NAME,
-        embedding_model_dims=EMBEDDING_DIMS,
-        distance_metric="cosine",
-    )
-
-    results = store.search(query="test", vectors=[0.1, 0.2], top_k=1)
-
-    assert results[0].score == pytest.approx(0.75)
-
-
-def test_search_score_euclidean_uses_bounded_map(mock_boto_client):
-    """Euclidean distance is unbounded; scores must not collapse to 0."""
-    mock_boto_client.query_vectors.return_value = {
-        "vectors": [
-            {"key": "near", "distance": 0.5, "metadata": {}},
-            {"key": "far", "distance": 4.0, "metadata": {}},
-        ]
-    }
-    store = S3Vectors(
-        vector_bucket_name=BUCKET_NAME,
-        collection_name=INDEX_NAME,
-        embedding_model_dims=EMBEDDING_DIMS,
-        distance_metric="euclidean",
-    )
-
-    results = store.search(query="test", vectors=[0.1, 0.2], top_k=2)
-
-    # 1 / (1 + d): a distance > 1 would give a negative (clamped 0) score under
-    # the old cosine-only formula; the bounded map keeps ranking intact.
-    assert results[0].score == pytest.approx(1.0 / 1.5)
-    assert results[1].score == pytest.approx(1.0 / 5.0)
-    assert results[0].score > results[1].score > 0.0
-
-
 def test_get(mock_boto_client):
    """Test retrieving a vector by ID."""
    mock_boto_client.get_vectors.return_value = {
@@ -232,35 +232,6 @@ class TestParseOutput:
    def test_parse_empty_rows(self, db):
        assert db._parse_output([]) == []

-    def test_parse_cosine_score_is_one_minus_dist(self, db):
-        # Default cosine metric: score = 1 - dist, unchanged by the metric fix.
-        results = db._parse_output([_make_row("id1", dist=0.25)])
-        assert results[0].score == pytest.approx(0.75)
-
-    def test_parse_euclidean_squared_score_is_bounded(self, mock_client):
-        # euclidean_squared $dist is unbounded (e.g. 4.0). 1 - dist would give -3.0,
-        # violating the higher-is-better contract; map it to 1/(1+dist) instead.
-        db = TurbopufferDB(
-            collection_name="test_ns",
-            embedding_model_dims=4,
-            api_key="tpuf_test_key",
-            region="gcp-us-central1",
-            distance_metric="euclidean_squared",
-        )
-        results = db._parse_output([_make_row("id1", dist=4.0)])
-        assert results[0].score == pytest.approx(0.2)
-        assert 0.0 <= results[0].score <= 1.0
-
-    def test_parse_euclidean_squared_preserves_none(self, mock_client):
-        db = TurbopufferDB(
-            collection_name="test_ns",
-            embedding_model_dims=4,
-            api_key="tpuf_test_key",
-            region="gcp-us-central1",
-            distance_metric="euclidean_squared",
-        )
-        assert db._parse_output([_make_row("id1")])[0].score is None
-

 # ── _convert_filters ─────────────────────────────────────────────────

@@ -305,40 +276,6 @@ class TestConvertFilters:
        assert ("user_id", "Eq", "u1") in conditions
        assert ("score", "Gte", 0.5) in conditions

-    def test_gt_operator_not_dropped(self, db):
-        """Regression: {"gt": ...} was silently dropped, returning unfiltered results."""
-        result = db._convert_filters({"age": {"gt": 18}})
-        assert result == ("age", "Gt", 18)
-
-    @pytest.mark.parametrize(
-        "op,expected_token",
-        [
-            ("eq", "Eq"),
-            ("ne", "NotEq"),
-            ("gt", "Gt"),
-            ("gte", "Gte"),
-            ("lt", "Lt"),
-            ("lte", "Lte"),
-            ("in", "In"),
-            ("nin", "NotIn"),
-        ],
-    )
-    def test_all_operators_mapped(self, db, op, expected_token):
-        operand = [1, 2] if op in ("in", "nin") else 5
-        result = db._convert_filters({"age": {op: operand}})
-        assert result == ("age", expected_token, operand)
-
-    def test_multiple_operators_on_one_field(self, db):
-        result = db._convert_filters({"age": {"gt": 18, "lt": 65}})
-        assert result[0] == "And"
-        conditions = result[1]
-        assert ("age", "Gt", 18) in conditions
-        assert ("age", "Lt", 65) in conditions
-
-    def test_unknown_operator_raises(self, db):
-        with pytest.raises(ValueError, match="Unsupported filter operator"):
-            db._convert_filters({"age": {"between": [1, 2]}})
-

 # ── search ───────────────────────────────────────────────────────────
				`@@ -1 +0,0 @@`
				<svg height="1em" style="flex:none;line-height:1" viewBox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><title>Claude</title><path d="M4.709 15.955l4.72-2.647.08-.23-.08-.128H9.2l-.79-.048-2.698-.073-2.339-.097-2.266-.122-.571-.121L0 11.784l.055-.352.48-.321.686.06 1.52.103 2.278.158 1.652.097 2.449.255h.389l.055-.157-.134-.098-.103-.097-2.358-1.596-2.552-1.688-1.336-.972-.724-.491-.364-.462-.158-1.008.656-.722.881.06.225.061.893.686 1.908 1.476 2.491 1.833.365.304.145-.103.019-.073-.164-.274-1.355-2.446-1.446-2.49-.644-1.032-.17-.619a2.97 2.97 0 01-.104-.729L6.283.134 6.696 0l.996.134.42.364.62 1.414 1.002 2.229 1.555 3.03.456.898.243.832.091.255h.158V9.01l.128-1.706.237-2.095.23-2.695.08-.76.376-.91.747-.492.584.28.48.685-.067.444-.286 1.851-.559 2.903-.364 1.942h.212l.243-.242.985-1.306 1.652-2.064.73-.82.85-.904.547-.431h1.033l.76 1.129-.34 1.166-1.064 1.347-.881 1.142-1.264 1.7-.79 1.36.073.11.188-.02 2.856-.606 1.543-.28 1.841-.315.833.388.091.395-.328.807-1.969.486-2.309.462-3.439.813-.042.03.049.061 1.549.146.662.036h1.622l3.02.225.79.522.474.638-.079.485-1.215.62-1.64-.389-3.829-.91-1.312-.329h-.182v.11l1.093 1.068 2.006 1.81 2.509 2.33.127.578-.322.455-.34-.049-2.205-1.657-.851-.747-1.926-1.62h-.128v.17l.444.649 2.345 3.521.122 1.08-.17.353-.608.213-.668-.122-1.374-1.925-1.415-2.167-1.143-1.943-.14.08-.674 7.254-.316.37-.729.28-.607-.461-.322-.747.322-1.476.389-1.924.315-1.53.286-1.9.17-.632-.012-.042-.14.018-1.434 1.967-2.18 2.945-1.726 1.845-.414.164-.717-.37.067-.662.401-.589 2.388-3.036 1.44-1.882.93-1.086-.006-.158h-.055L4.132 18.56l-1.13.146-.487-.456.061-.746.231-.243 1.908-1.312-.006.006z" fill="#D97757" fill-rule="nonzero"></path></svg>
				`@@ -1 +0,0 @@`
				`<svg height="1em" style="flex:none;line-height:1" viewBox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><title>Claude Code</title><path clip-rule="evenodd" d="M20.998 10.949H24v3.102h-3v3.028h-1.487V20H18v-2.921h-1.487V20H15v-2.921H9V20H7.488v-2.921H6V20H4.487v-2.921H3V14.05H0V10.95h3V5h17.998v5.949zM6 10.949h1.488V8.102H6v2.847zm10.51 0H18V8.102h-1.49v2.847z" fill="#D97757" fill-rule="evenodd"></path></svg>`
				`@@ -1 +0,0 @@`
				<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><title>Cursor</title><rect x="0.25" y="0.25" width="23.5" height="23.5" rx="5.5" fill="#161616" stroke="#3a3a3a" stroke-width="0.5"/><g transform="translate(4.000 4.000) scale(0.66667)" fill="#ffffff" fill-rule="evenodd"><path d="M22.106 5.68L12.5.135a.998.998 0 00-.998 0L1.893 5.68a.84.84 0 00-.419.726v11.186c0 .3.16.577.42.727l9.607 5.547a.999.999 0 00.998 0l9.608-5.547a.84.84 0 00.42-.727V6.407a.84.84 0 00-.42-.726zm-.603 1.176L12.228 22.92c-.063.108-.228.064-.228-.061V12.34a.59.59 0 00-.295-.51l-9.11-5.26c-.107-.062-.063-.228.062-.228h18.55c.264 0 .428.286.296.514z"/></g></svg>
				`@@ -1 +0,0 @@`
				`<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><title>opencode</title><rect x="0.25" y="0.25" width="23.5" height="23.5" rx="5.5" fill="#161616" stroke="#3a3a3a" stroke-width="0.5"/><g transform="translate(4.000 4.000) scale(0.66667)" fill="#ffffff" fill-rule="evenodd"><path d="M16 6H8v12h8V6zm4 16H4V2h16v20z"/></g></svg>`