feat: openai js and python sdk utilities (#389)shreyans/08-27-feat_openai_js_and_python_sdk_utilities

needs testing

22 files changed, 4637 insertions, 47 deletions

diff --git a/packages/ai-sdk/package.json b/packages/ai-sdk/package.json
index 3b037bfc..21d330db 100644
--- a/packages/ai-sdk/package.json
+++ b/packages/ai-sdk/package.json
@@ -1,6 +1,7 @@
 {
   "name": "@supermemory/ai-sdk",
-  "version": "1.0.4",
+  "type": "module",
+  "version": "1.0.5",
   "scripts": {
     "build": "tsdown",
     "dev": "tsdown --watch",
@@ -9,16 +10,16 @@
     "test:watch": "vitest --watch"
   },
   "dependencies": {
-    "@ai-sdk/openai": "^2.0.15",
+    "@ai-sdk/openai": "^2.0.22",
     "@ai-sdk/provider": "^2.0.0",
-    "ai": "^5.0.17",
-    "supermemory": "^3.0.0-alpha.22",
-    "zod": "^4.0.17"
+    "ai": "^5.0.26",
+    "supermemory": "^3.0.0-alpha.26",
+    "zod": "^4.1.4"
   },
   "devDependencies": {
     "@total-typescript/tsconfig": "^1.0.4",
-    "@types/bun": "^1.2.20",
-    "tsdown": "^0.14.1",
+    "@types/bun": "^1.2.21",
+    "tsdown": "^0.14.2",
     "typescript": "^5.9.2",
     "vitest": "^3.2.4"
   },
@@ -32,5 +33,11 @@
   "repository": {
     "url": "https://github.com/supermemoryai/supermemory",
     "directory": "packages/ai-sdk"
-  }
+  },
+  "keywords": [
+    "ai",
+    "sdk",
+    "supermemory",
+    "memory"
+  ]
 }
diff --git a/packages/ai-sdk/src/tools.test.ts b/packages/ai-sdk/src/tools.test.ts
index 556a8511..ebbe2235 100644
--- a/packages/ai-sdk/src/tools.test.ts
+++ b/packages/ai-sdk/src/tools.test.ts
@@ -39,7 +39,6 @@ describe("supermemoryTools", () => {
 			expect(tools).toBeDefined()
 			expect(tools.searchMemories).toBeDefined()
 			expect(tools.addMemory).toBeDefined()
-			expect(tools.fetchMemory).toBeDefined()
 		})
 
 		it("should create tools with custom baseUrl", () => {
@@ -51,7 +50,6 @@ describe("supermemoryTools", () => {
 			expect(tools).toBeDefined()
 			expect(tools.searchMemories).toBeDefined()
 			expect(tools.addMemory).toBeDefined()
-			expect(tools.fetchMemory).toBeDefined()
 		})
 
 		it("should create tools with projectId configuration", () => {
@@ -63,7 +61,6 @@ describe("supermemoryTools", () => {
 			expect(tools).toBeDefined()
 			expect(tools.searchMemories).toBeDefined()
 			expect(tools.addMemory).toBeDefined()
-			expect(tools.fetchMemory).toBeDefined()
 		})
 
 		it("should create tools with custom container tags", () => {
@@ -75,7 +72,6 @@ describe("supermemoryTools", () => {
 			expect(tools).toBeDefined()
 			expect(tools.searchMemories).toBeDefined()
 			expect(tools.addMemory).toBeDefined()
-			expect(tools.fetchMemory).toBeDefined()
 		})
 	})
 
diff --git a/packages/ai-sdk/src/tools.ts b/packages/ai-sdk/src/tools.ts
index 652beffd..d0461924 100644
--- a/packages/ai-sdk/src/tools.ts
+++ b/packages/ai-sdk/src/tools.ts
@@ -21,7 +21,7 @@ export function supermemoryTools(
 ) {
 	const client = new Supermemory({
 		apiKey,
-		...(config?.baseUrl && { baseURL: config.baseUrl }),
+		...(config?.baseUrl ? { baseURL: config.baseUrl } : {}),
 	})
 
 	const containerTags = config?.projectId
@@ -30,7 +30,7 @@ export function supermemoryTools(
 
 	const searchMemories = tool({
 		description:
-			"Search user memories and patterns. Run when explicitly asked or when context about user's past choices would be helpful. Uses semantic matching to find relevant details across related experiences.",
+			"Search (recall) memories/details/information about the user or other facts or entities. Run when explicitly asked or when context about user's past choices would be helpful.",
 		inputSchema: z.object({
 			informationToGet: z
 				.string()
@@ -48,7 +48,11 @@ export function supermemoryTools(
 				.default(10)
 				.describe("Maximum number of results to return"),
 		}),
-		execute: async ({ informationToGet, includeFullDocs = true, limit = 10 }) => {
+		execute: async ({
+			informationToGet,
+			includeFullDocs = true,
+			limit = 10,
+		}) => {
 			try {
 				const response = await client.search.execute({
 					q: informationToGet,
@@ -74,7 +78,7 @@ export function supermemoryTools(
 
 	const addMemory = tool({
 		description:
-			"Add a new memory to the user's memories. Run when explicitly asked or when the user mentions any information generalizable beyond the context of the current conversation.",
+			"Add (remember) memories/details/information about the user or other facts or entities. Run when explicitly asked or when the user mentions any information generalizable beyond the context of the current conversation.",
 		inputSchema: z.object({
 			memory: z
 				.string()
@@ -105,32 +109,9 @@ export function supermemoryTools(
 		},
 	})
 
-	const fetchMemory = tool({
-		description: "Fetch a specific memory by ID to get its full details",
-		inputSchema: z.object({
-			memoryId: z.string().describe("The ID of the memory to fetch"),
-		}),
-		execute: async ({ memoryId }) => {
-			try {
-				const response = await client.memories.get(memoryId)
-
-				return {
-					success: true,
-					memory: response,
-				}
-			} catch (error) {
-				return {
-					success: false,
-					error: error instanceof Error ? error.message : "Unknown error",
-				}
-			}
-		},
-	})
-
 	return {
 		searchMemories,
 		addMemory,
-		fetchMemory,
 	}
 }
 
@@ -150,11 +131,3 @@ export const addMemoryTool = (
 	const { addMemory } = supermemoryTools(apiKey, config)
 	return addMemory
 }
-
-export const fetchMemoryTool = (
-	apiKey: string,
-	config?: SupermemoryToolsConfig,
-) => {
-	const { fetchMemory } = supermemoryTools(apiKey, config)
-	return fetchMemory
-}
diff --git a/packages/openai-sdk-python/README.md b/packages/openai-sdk-python/README.md
new file mode 100644
index 00000000..fdc03b54
--- /dev/null
+++ b/packages/openai-sdk-python/README.md
@@ -0,0 +1,318 @@
+# Supermemory OpenAI Python SDK
+
+Enhanced OpenAI Python SDK with Supermemory infinite context integration.
+
+This package extends the official [OpenAI Python SDK](https://github.com/openai/openai-python) with [Supermemory](https://supermemory.ai) capabilities, enabling infinite context chat completions and memory management tools.
+
+## Features
+
+- 🚀 **Infinite Context**: Chat completions with unlimited conversation history
+- 🧠 **Memory Tools**: Search, add, and fetch user memories seamlessly
+- 🔌 **Multiple Providers**: Support for OpenAI, Anthropic, Groq, and more
+- 🛠 **Function Calling**: Built-in memory tools for OpenAI function calling
+- 🔒 **Type Safe**: Full TypeScript-style type hints for Python
+- ⚡ **Async Support**: Full async/await support
+
+## Installation
+
+Install using uv (recommended):
+
+```bash
+uv add supermemory-openai
+```
+
+Or with pip:
+
+```bash
+pip install supermemory-openai
+```
+
+## Quick Start
+
+### Basic Chat Completion
+
+```python
+import asyncio
+from supermemory_openai import SupermemoryOpenAI, SupermemoryInfiniteChatConfigWithProviderName
+
+async def main():
+    # Initialize client
+    client = SupermemoryOpenAI(
+        supermemory_api_key="your-supermemory-api-key",
+        config=SupermemoryInfiniteChatConfigWithProviderName(
+            provider_name="openai",
+            provider_api_key="your-openai-api-key",
+        )
+    )
+    
+    # Create chat completion
+    response = await client.chat_completion(
+        messages=[
+            {"role": "user", "content": "Hello, how are you?"}
+        ],
+        model="gpt-4o"
+    )
+    
+    print(response.choices[0].message.content)
+
+asyncio.run(main())
+```
+
+### Using Memory Tools
+
+```python
+import asyncio
+from supermemory_openai import SupermemoryOpenAI, SupermemoryTools, SupermemoryInfiniteChatConfigWithProviderName
+
+async def main():
+    # Initialize client and tools
+    client = SupermemoryOpenAI(
+        supermemory_api_key="your-supermemory-api-key",
+        config=SupermemoryInfiniteChatConfigWithProviderName(
+            provider_name="openai", 
+            provider_api_key="your-openai-api-key",
+        )
+    )
+    
+    tools = SupermemoryTools(
+        api_key="your-supermemory-api-key",
+        config={"project_id": "my-project"}
+    )
+    
+    # Chat with memory tools
+    response = await client.chat_completion(
+        messages=[
+            {
+                "role": "system",
+                "content": "You are a helpful assistant with access to user memories."
+            },
+            {
+                "role": "user", 
+                "content": "Remember that I prefer tea over coffee"
+            }
+        ],
+        tools=tools.get_tool_definitions(),
+        model="gpt-4o"
+    )
+    
+    print(response.choices[0].message.content)
+
+asyncio.run(main())
+```
+
+## Configuration
+
+### Provider Configuration
+
+#### Using Provider Names
+
+```python
+from supermemory_openai import SupermemoryInfiniteChatConfigWithProviderName
+
+config = SupermemoryInfiniteChatConfigWithProviderName(
+    provider_name="openai",  # or "anthropic", "groq", "openrouter", etc.
+    provider_api_key="your-provider-api-key",
+    headers={"custom-header": "value"}  # optional
+)
+```
+
+#### Using Custom URLs
+
+```python
+from supermemory_openai import SupermemoryInfiniteChatConfigWithProviderUrl
+
+config = SupermemoryInfiniteChatConfigWithProviderUrl(
+    provider_url="https://your-custom-endpoint.com/v1",
+    provider_api_key="your-provider-api-key",
+    headers={"custom-header": "value"}  # optional
+)
+```
+
+### Supported Providers
+
+- `openai` - OpenAI API
+- `anthropic` - Anthropic Claude
+- `openrouter` - OpenRouter
+- `deepinfra` - DeepInfra
+- `groq` - Groq
+- `google` - Google AI
+- `cloudflare` - Cloudflare Workers AI
+
+## Memory Tools
+
+### SupermemoryTools Class
+
+```python
+from supermemory_openai import SupermemoryTools
+
+tools = SupermemoryTools(
+    api_key="your-supermemory-api-key",
+    config={
+        "project_id": "my-project",  # or use container_tags
+        "base_url": "https://custom-endpoint.com",  # optional
+    }
+)
+
+# Search memories
+result = await tools.search_memories(
+    information_to_get="user preferences",
+    limit=10,
+    include_full_docs=True
+)
+
+# Add memory  
+result = await tools.add_memory(
+    memory="User prefers tea over coffee"
+)
+
+# Fetch specific memory
+result = await tools.fetch_memory(
+    memory_id="memory-id-here"
+)
+```
+
+### Individual Tools
+
+```python
+from supermemory_openai import (
+    create_search_memories_tool,
+    create_add_memory_tool, 
+    create_fetch_memory_tool
+)
+
+search_tool = create_search_memories_tool("your-api-key")
+add_tool = create_add_memory_tool("your-api-key")
+fetch_tool = create_fetch_memory_tool("your-api-key")
+```
+
+### Function Calling Integration
+
+```python
+from supermemory_openai import execute_memory_tool_calls
+
+# After getting tool calls from OpenAI
+if response.choices[0].message.tool_calls:
+    tool_results = await execute_memory_tool_calls(
+        api_key="your-supermemory-api-key",
+        tool_calls=response.choices[0].message.tool_calls,
+        config={"project_id": "my-project"}
+    )
+    
+    # Add tool results to conversation
+    messages.append(response.choices[0].message)
+    messages.extend(tool_results)
+```
+
+## API Reference
+
+### SupermemoryOpenAI
+
+Enhanced OpenAI client with infinite context support.
+
+#### Constructor
+
+```python
+SupermemoryOpenAI(
+    supermemory_api_key: str,
+    config: Optional[SupermemoryInfiniteChatConfig] = None
+)
+```
+
+#### Methods
+
+- `chat_completion()` - Create chat completion with simplified interface
+- `create_chat_completion()` - Create chat completion with full OpenAI parameters
+
+### SupermemoryTools
+
+Memory management tools for function calling.
+
+#### Constructor
+
+```python
+SupermemoryTools(
+    api_key: str,
+    config: Optional[SupermemoryToolsConfig] = None
+)
+```
+
+#### Methods
+
+- `get_tool_definitions()` - Get OpenAI function definitions
+- `search_memories()` - Search user memories
+- `add_memory()` - Add new memory
+- `fetch_memory()` - Fetch specific memory by ID
+- `execute_tool_call()` - Execute individual tool call
+
+## Error Handling
+
+```python
+try:
+    response = await client.chat_completion(
+        messages=[{"role": "user", "content": "Hello"}],
+        model="gpt-4o"
+    )
+except Exception as e:
+    print(f"Error: {e}")
+```
+
+## Environment Variables
+
+Set these environment variables for testing:
+
+- `SUPERMEMORY_API_KEY` - Your Supermemory API key
+- `PROVIDER_API_KEY` - Your AI provider API key
+- `PROVIDER_NAME` - Provider name (default: "openai")  
+- `PROVIDER_URL` - Custom provider URL (optional)
+- `MODEL_NAME` - Model to use (default: "gpt-4o-mini")
+- `SUPERMEMORY_BASE_URL` - Custom Supermemory base URL (optional)
+
+## Development
+
+### Setup
+
+```bash
+# Install uv
+curl -LsSf https://astral.sh/uv/install.sh | sh
+
+# Clone and setup
+git clone <repository-url>
+cd packages/openai-sdk-python
+uv sync --dev
+```
+
+### Testing
+
+```bash
+# Run tests
+uv run pytest
+
+# Run with coverage
+uv run pytest --cov=supermemory_openai
+
+# Run specific test file
+uv run pytest tests/test_infinite_chat.py
+```
+
+### Type Checking
+
+```bash
+uv run mypy src/supermemory_openai
+```
+
+### Formatting
+
+```bash
+uv run black src/ tests/
+uv run isort src/ tests/
+```
+
+## License
+
+MIT License - see LICENSE file for details.
+
+## Links
+
+- [Supermemory](https://supermemory.ai) - Infinite context memory platform
+- [OpenAI Python SDK](https://github.com/openai/openai-python) - Official OpenAI Python library
+- [Documentation](https://docs.supermemory.ai) - Full API documentation
diff --git a/packages/openai-sdk-python/pyproject.toml b/packages/openai-sdk-python/pyproject.toml
new file mode 100644
index 00000000..78ea3000
--- /dev/null
+++ b/packages/openai-sdk-python/pyproject.toml
@@ -0,0 +1,96 @@
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[project]
+name = "supermemory-openai-sdk"
+version = "1.0.0"
+description = "OpenAI SDK utilities for supermemory"
+readme = "README.md"
+license = { text = "MIT" }
+keywords = ["openai", "supermemory", "ai", "memory"]
+classifiers = [
+    "Development Status :: 3 - Alpha",
+    "Intended Audience :: Developers",
+    "License :: OSI Approved :: MIT License",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+    "Topic :: Software Development :: Libraries :: Python Modules",
+    "Topic :: Scientific/Engineering :: Artificial Intelligence",
+]
+requires-python = ">=3.8.1"
+dependencies = [
+    "openai>=1.102.0",
+    "supermemory>=3.0.0a28",
+    "typing-extensions>=4.0.0",
+]
+
+[dependency-groups]
+dev = [
+    "black>=24.8.0",
+    "flake8>=7.1.2",
+    "isort>=5.13.2",
+    "mypy>=1.14.1",
+    "pytest>=8.3.5",
+    "pytest-asyncio>=0.24.0",
+    "python-dotenv>=1.0.1",
+]
+
+
+[project.urls]
+Homepage = "https://github.com/supermemoryai/supermemory"
+Repository = "https://github.com/supermemoryai/supermemory"
+Documentation = "https://docs.supermemory.ai"
+
+[tool.hatch.build.targets.wheel]
+packages = ["src"]
+
+[tool.black]
+line-length = 88
+target-version = ['py38']
+include = '\.pyi?$'
+extend-exclude = '''
+/(
+  # directories
+  \.eggs
+  | \.git
+  | \.hg
+  | \.mypy_cache
+  | \.tox
+  | \.venv
+  | build
+  | dist
+)/
+'''
+
+[tool.isort]
+profile = "black"
+multi_line_output = 3
+line_length = 88
+
+[tool.mypy]
+python_version = "3.8"
+warn_return_any = true
+warn_unused_configs = true
+disallow_untyped_defs = true
+disallow_incomplete_defs = true
+check_untyped_defs = true
+disallow_untyped_decorators = true
+no_implicit_optional = true
+warn_redundant_casts = true
+warn_unused_ignores = true
+warn_no_return = true
+warn_unreachable = true
+strict_equality = true
+
+[tool.pytest.ini_options]
+testpaths = ["tests"]
+python_files = ["test_*.py", "*_test.py"]
+python_classes = ["Test*"]
+python_functions = ["test_*"]
+addopts = "-v --tb=short"
+asyncio_mode = "auto"
diff --git a/packages/openai-sdk-python/src/__init__.py b/packages/openai-sdk-python/src/__init__.py
new file mode 100644
index 00000000..47a7569e
--- /dev/null
+++ b/packages/openai-sdk-python/src/__init__.py
@@ -0,0 +1,54 @@
+"""Supermemory OpenAI SDK - Enhanced OpenAI Python SDK with infinite context."""
+
+from .infinite_chat import (
+    SupermemoryOpenAI,
+    SupermemoryInfiniteChatConfig,
+    SupermemoryInfiniteChatConfigWithProviderName,
+    SupermemoryInfiniteChatConfigWithProviderUrl,
+    ProviderName,
+    PROVIDER_MAP,
+    create_supermemory_openai,
+)
+
+from .tools import (
+    SupermemoryTools,
+    SupermemoryToolsConfig,
+    MemoryObject,
+    MemorySearchResult,
+    MemoryAddResult,
+    SearchMemoriesTool,
+    AddMemoryTool,
+    MEMORY_TOOL_SCHEMAS,
+    create_supermemory_tools,
+    get_memory_tool_definitions,
+    execute_memory_tool_calls,
+    create_search_memories_tool,
+    create_add_memory_tool,
+)
+
+__version__ = "0.1.0"
+
+__all__ = [
+    # Infinite Chat
+    "SupermemoryOpenAI",
+    "SupermemoryInfiniteChatConfig",
+    "SupermemoryInfiniteChatConfigWithProviderName",
+    "SupermemoryInfiniteChatConfigWithProviderUrl",
+    "ProviderName",
+    "PROVIDER_MAP",
+    "create_supermemory_openai",
+    # Tools
+    "SupermemoryTools",
+    "SupermemoryToolsConfig",
+    "MemoryObject",
+    "MemorySearchResult",
+    "MemoryAddResult",
+    "SearchMemoriesTool",
+    "AddMemoryTool",
+    "MEMORY_TOOL_SCHEMAS",
+    "create_supermemory_tools",
+    "get_memory_tool_definitions",
+    "execute_memory_tool_calls",
+    "create_search_memories_tool",
+    "create_add_memory_tool",
+]
diff --git a/packages/openai-sdk-python/src/infinite_chat.py b/packages/openai-sdk-python/src/infinite_chat.py
new file mode 100644
index 00000000..1d3890ae
--- /dev/null
+++ b/packages/openai-sdk-python/src/infinite_chat.py
@@ -0,0 +1,268 @@
+"""Enhanced OpenAI client with Supermemory infinite context integration."""
+
+from typing import Dict, List, Optional, Union, overload, Unpack
+from typing_extensions import Literal
+
+from openai import OpenAI, AsyncStream
+from openai.types.chat import (
+    ChatCompletion,
+    ChatCompletionMessageParam,
+    ChatCompletionToolParam,
+    ChatCompletionToolChoiceOptionParam,
+    CompletionCreateParams,
+)
+
+
+# Provider URL mapping
+PROVIDER_MAP = {
+    "openai": "https://api.openai.com/v1",
+    "anthropic": "https://api.anthropic.com/v1",
+    "openrouter": "https://openrouter.ai/api/v1",
+    "deepinfra": "https://api.deepinfra.com/v1/openai",
+    "groq": "https://api.groq.com/openai/v1",
+    "google": "https://generativelanguage.googleapis.com/v1beta/openai",
+    "cloudflare": "https://gateway.ai.cloudflare.com/v1/*/unlimited-context/openai",
+}
+
+ProviderName = Literal[
+    "openai", "anthropic", "openrouter", "deepinfra", "groq", "google", "cloudflare"
+]
+
+
+class SupermemoryInfiniteChatConfigBase:
+    """Base configuration for Supermemory infinite chat."""
+
+    def __init__(
+        self,
+        provider_api_key: str,
+        headers: Optional[Dict[str, str]] = None,
+    ):
+        self.provider_api_key = provider_api_key
+        self.headers = headers or {}
+
+
+class SupermemoryInfiniteChatConfigWithProviderName(SupermemoryInfiniteChatConfigBase):
+    """Configuration using a predefined provider name."""
+
+    def __init__(
+        self,
+        provider_name: ProviderName,
+        provider_api_key: str,
+        headers: Optional[Dict[str, str]] = None,
+    ):
+        super().__init__(provider_api_key, headers)
+        self.provider_name = provider_name
+        self.provider_url: None = None
+
+
+class SupermemoryInfiniteChatConfigWithProviderUrl(SupermemoryInfiniteChatConfigBase):
+    """Configuration using a custom provider URL."""
+
+    def __init__(
+        self,
+        provider_url: str,
+        provider_api_key: str,
+        headers: Optional[Dict[str, str]] = None,
+    ):
+        super().__init__(provider_api_key, headers)
+        self.provider_url = provider_url
+        self.provider_name: None = None
+
+
+SupermemoryInfiniteChatConfig = Union[
+    SupermemoryInfiniteChatConfigWithProviderName,
+    SupermemoryInfiniteChatConfigWithProviderUrl,
+]
+
+
+class SupermemoryOpenAI(OpenAI):
+    """Enhanced OpenAI client with supermemory integration.
+
+    Only chat completions are supported - all other OpenAI API endpoints are disabled.
+    """
+
+    def __init__(
+        self,
+        supermemory_api_key: str,
+        config: Optional[SupermemoryInfiniteChatConfig] = None,
+    ):
+        """Initialize the SupermemoryOpenAI client.
+
+        Args:
+            supermemory_api_key: API key for Supermemory service
+            config: Configuration for the AI provider
+        """
+        # Determine base URL
+        if config is None:
+            base_url = "https://api.openai.com/v1"
+            api_key = None
+            headers = {}
+        elif hasattr(config, "provider_name") and config.provider_name:
+            base_url = PROVIDER_MAP[config.provider_name]
+            api_key = config.provider_api_key
+            headers = config.headers
+        else:
+            base_url = config.provider_url
+            api_key = config.provider_api_key
+            headers = config.headers
+
+        # Prepare default headers
+        default_headers = {
+            "x-supermemory-api-key": supermemory_api_key,
+            **headers,
+        }
+
+        # Initialize the parent OpenAI client
+        super().__init__(
+            api_key=api_key,
+            base_url=base_url,
+            default_headers=default_headers,
+        )
+
+        self._supermemory_api_key = supermemory_api_key
+
+        # Disable unsupported endpoints
+        self._disable_unsupported_endpoints()
+
+    def _disable_unsupported_endpoints(self) -> None:
+        """Disable all OpenAI endpoints except chat completions."""
+
+        def unsupported_error() -> None:
+            raise RuntimeError(
+                "Supermemory only supports chat completions. "
+                "Use chat_completion() or chat.completions.create() instead."
+            )
+
+        # List of endpoints to disable
+        endpoints = [
+            "embeddings",
+            "fine_tuning",
+            "images",
+            "audio",
+            "models",
+            "moderations",
+            "files",
+            "batches",
+            "uploads",
+            "beta",
+        ]
+
+        # Override endpoints with error function
+        for endpoint in endpoints:
+            setattr(self, endpoint, property(lambda self: unsupported_error()))
+
+    async def create_chat_completion(
+        self,
+        **params: Unpack[CompletionCreateParams],
+    ) -> ChatCompletion:
+        """Create chat completions with infinite context support.
+
+        Args:
+            **params: Parameters for chat completion
+
+        Returns:
+            ChatCompletion response
+        """
+        return await self.chat.completions.create(**params)
+
+    @overload
+    async def chat_completion(
+        self,
+        messages: List[ChatCompletionMessageParam],
+        *,
+        model: Optional[str] = None,
+        temperature: Optional[float] = None,
+        max_tokens: Optional[int] = None,
+        tools: Optional[List[ChatCompletionToolParam]] = None,
+        tool_choice: Optional[ChatCompletionToolChoiceOptionParam] = None,
+        stream: Literal[False] = False,
+        **kwargs: Unpack[CompletionCreateParams],
+    ) -> ChatCompletion: ...
+
+    @overload
+    async def chat_completion(
+        self,
+        messages: List[ChatCompletionMessageParam],
+        *,
+        model: Optional[str] = None,
+        temperature: Optional[float] = None,
+        max_tokens: Optional[int] = None,
+        tools: Optional[List[ChatCompletionToolParam]] = None,
+        tool_choice: Optional[ChatCompletionToolChoiceOptionParam] = None,
+        stream: Literal[True],
+        **kwargs: Unpack[CompletionCreateParams],
+    ) -> AsyncStream[ChatCompletion]: ...
+
+    async def chat_completion(
+        self,
+        messages: List[ChatCompletionMessageParam],
+        *,
+        model: Optional[str] = None,
+        temperature: Optional[float] = None,
+        max_tokens: Optional[int] = None,
+        tools: Optional[List[ChatCompletionToolParam]] = None,
+        tool_choice: Optional[ChatCompletionToolChoiceOptionParam] = None,
+        stream: bool = False,
+        **kwargs: Unpack[CompletionCreateParams],
+    ) -> Union[ChatCompletion, AsyncStream[ChatCompletion]]:
+        """Create chat completions with simplified interface.
+
+        Args:
+            messages: List of chat messages
+            model: Model to use (defaults to gpt-4o)
+            temperature: Sampling temperature
+            max_tokens: Maximum tokens to generate
+            tools: Available tools for function calling
+            tool_choice: Tool choice strategy
+            stream: Whether to stream the response
+            **kwargs: Additional parameters
+
+        Returns:
+            ChatCompletion response or stream
+        """
+        params: Dict[
+            str,
+            Union[
+                str,
+                List[ChatCompletionMessageParam],
+                List[ChatCompletionToolParam],
+                ChatCompletionToolChoiceOptionParam,
+                bool,
+                float,
+                int,
+            ],
+        ] = {
+            "model": model or "gpt-4o",
+            "messages": messages,
+            **kwargs,
+        }
+
+        # Add optional parameters if provided
+        if temperature is not None:
+            params["temperature"] = temperature
+        if max_tokens is not None:
+            params["max_tokens"] = max_tokens
+        if tools is not None:
+            params["tools"] = tools
+        if tool_choice is not None:
+            params["tool_choice"] = tool_choice
+        if stream is not None:
+            params["stream"] = stream
+
+        return await self.chat.completions.create(**params)
+
+
+def create_supermemory_openai(
+    supermemory_api_key: str,
+    config: Optional[SupermemoryInfiniteChatConfig] = None,
+) -> SupermemoryOpenAI:
+    """Helper function to create a SupermemoryOpenAI instance.
+
+    Args:
+        supermemory_api_key: API key for Supermemory service
+        config: Configuration for the AI provider
+
+    Returns:
+        SupermemoryOpenAI instance
+    """
+    return SupermemoryOpenAI(supermemory_api_key, config)
diff --git a/packages/openai-sdk-python/src/tools.py b/packages/openai-sdk-python/src/tools.py
new file mode 100644
index 00000000..6dfe3d2f
--- /dev/null
+++ b/packages/openai-sdk-python/src/tools.py
@@ -0,0 +1,366 @@
+"""Supermemory tools for OpenAI function calling."""
+
+import json
+from typing import Dict, List, Optional, Union, TypedDict
+
+from openai.types.chat import (
+    ChatCompletionMessageToolCall,
+    ChatCompletionToolMessageParam,
+    ChatCompletionToolParam,
+)
+import supermemory
+from supermemory.types import (
+    MemoryAddResponse,
+    MemoryGetResponse,
+    SearchExecuteResponse,
+)
+from supermemory.types.search_execute_response import Result
+
+
+class SupermemoryToolsConfig(TypedDict, total=False):
+    """Configuration for Supermemory tools.
+
+    Only one of `project_id` or `container_tags` can be provided.
+    """
+
+    base_url: Optional[str]
+    container_tags: Optional[List[str]]
+    project_id: Optional[str]
+
+
+# Type aliases using inferred types from supermemory package
+MemoryObject = Union[MemoryGetResponse, MemoryAddResponse]
+
+
+class MemorySearchResult(TypedDict, total=False):
+    """Result type for memory search operations."""
+
+    success: bool
+    results: Optional[List[Result]]
+    count: Optional[int]
+    error: Optional[str]
+
+
+class MemoryAddResult(TypedDict, total=False):
+    """Result type for memory add operations."""
+
+    success: bool
+    memory: Optional[MemoryAddResponse]
+    error: Optional[str]
+
+
+# Function schemas for OpenAI function calling
+MEMORY_TOOL_SCHEMAS = {
+    "search_memories": {
+        "name": "search_memories",
+        "description": (
+            "Search (recall) memories/details/information about the user or other facts or entities. Run when explicitly asked or when context about user's past choices would be helpful."
+        ),
+        "parameters": {
+            "type": "object",
+            "properties": {
+                "information_to_get": {
+                    "type": "string",
+                    "description": "Terms to search for in the user's memories",
+                },
+                "include_full_docs": {
+                    "type": "boolean",
+                    "description": (
+                        "Whether to include the full document content in the response. "
+                        "Defaults to true for better AI context."
+                    ),
+                    "default": True,
+                },
+                "limit": {
+                    "type": "number",
+                    "description": "Maximum number of results to return",
+                    "default": 10,
+                },
+            },
+            "required": ["information_to_get"],
+        },
+    },
+    "add_memory": {
+        "name": "add_memory",
+        "description": (
+            "Add (remember) memories/details/information about the user or other facts or entities. Run when explicitly asked or when the user mentions any information generalizable beyond the context of the current conversation."
+        ),
+        "parameters": {
+            "type": "object",
+            "properties": {
+                "memory": {
+                    "type": "string",
+                    "description": (
+                        "The text content of the memory to add. This should be a "
+                        "single sentence or a short paragraph."
+                    ),
+                },
+            },
+            "required": ["memory"],
+        },
+    },
+}
+
+
+class SupermemoryTools:
+    """Create memory tool handlers for OpenAI function calling."""
+
+    def __init__(self, api_key: str, config: Optional[SupermemoryToolsConfig] = None):
+        """Initialize SupermemoryTools.
+
+        Args:
+            api_key: Supermemory API key
+            config: Optional configuration
+        """
+        config = config or {}
+
+        # Initialize Supermemory client
+        client_kwargs = {"api_key": api_key}
+        if config.get("base_url"):
+            client_kwargs["base_url"] = config["base_url"]
+
+        self.client = supermemory.Supermemory(**client_kwargs)
+
+        # Set container tags
+        if config.get("project_id"):
+            self.container_tags = [f"sm_project_{config['project_id']}"]
+        elif config.get("container_tags"):
+            self.container_tags = config["container_tags"]
+        else:
+            self.container_tags = ["sm_project_default"]
+
+    def get_tool_definitions(self) -> List[ChatCompletionToolParam]:
+        """Get OpenAI function definitions for all memory tools.
+
+        Returns:
+            List of ChatCompletionToolParam definitions
+        """
+        return [
+            {"type": "function", "function": MEMORY_TOOL_SCHEMAS["search_memories"]},
+            {"type": "function", "function": MEMORY_TOOL_SCHEMAS["add_memory"]},
+        ]
+
+    async def execute_tool_call(self, tool_call: ChatCompletionMessageToolCall) -> str:
+        """Execute a tool call based on the function name and arguments.
+
+        Args:
+            tool_call: The tool call from OpenAI
+
+        Returns:
+            JSON string result
+        """
+        function_name = tool_call.function.name
+        args = json.loads(tool_call.function.arguments)
+
+        if function_name == "search_memories":
+            result = await self.search_memories(**args)
+        elif function_name == "add_memory":
+            result = await self.add_memory(**args)
+        else:
+            result = {
+                "success": False,
+                "error": f"Unknown function: {function_name}",
+            }
+
+        return json.dumps(result)
+
+    async def search_memories(
+        self,
+        information_to_get: str,
+        include_full_docs: bool = True,
+        limit: int = 10,
+    ) -> MemorySearchResult:
+        """Search memories.
+
+        Args:
+            information_to_get: Terms to search for
+            include_full_docs: Whether to include full document content
+            limit: Maximum number of results
+
+        Returns:
+            MemorySearchResult
+        """
+        try:
+            response: SearchExecuteResponse = await self.client.search.execute(
+                q=information_to_get,
+                container_tags=self.container_tags,
+                limit=limit,
+                chunk_threshold=0.6,
+                include_full_docs=include_full_docs,
+            )
+
+            return MemorySearchResult(
+                success=True,
+                results=response.results,
+                count=len(response.results),
+            )
+        except Exception as error:
+            return MemorySearchResult(
+                success=False,
+                error=str(error),
+            )
+
+    async def add_memory(self, memory: str) -> MemoryAddResult:
+        """Add a memory.
+
+        Args:
+            memory: The memory content to add
+
+        Returns:
+            MemoryAddResult
+        """
+        try:
+            metadata: Dict[str, object] = {}
+
+            add_params = {
+                "content": memory,
+                "container_tags": self.container_tags,
+            }
+            if metadata:
+                add_params["metadata"] = metadata
+
+            response: MemoryAddResponse = await self.client.memories.add(**add_params)
+
+            return MemoryAddResult(
+                success=True,
+                memory=response,
+            )
+        except Exception as error:
+            return MemoryAddResult(
+                success=False,
+                error=str(error),
+            )
+
+
+def create_supermemory_tools(
+    api_key: str, config: Optional[SupermemoryToolsConfig] = None
+) -> SupermemoryTools:
+    """Helper function to create SupermemoryTools instance.
+
+    Args:
+        api_key: Supermemory API key
+        config: Optional configuration
+
+    Returns:
+        SupermemoryTools instance
+    """
+    return SupermemoryTools(api_key, config)
+
+
+def get_memory_tool_definitions() -> List[ChatCompletionToolParam]:
+    """Get OpenAI function definitions for memory tools.
+
+    Returns:
+        List of ChatCompletionToolParam definitions
+    """
+    return [
+        {"type": "function", "function": MEMORY_TOOL_SCHEMAS["search_memories"]},
+        {"type": "function", "function": MEMORY_TOOL_SCHEMAS["add_memory"]},
+    ]
+
+
+async def execute_memory_tool_calls(
+    api_key: str,
+    tool_calls: List[ChatCompletionMessageToolCall],
+    config: Optional[SupermemoryToolsConfig] = None,
+) -> List[ChatCompletionToolMessageParam]:
+    """Execute tool calls from OpenAI function calling.
+
+    Args:
+        api_key: Supermemory API key
+        tool_calls: List of tool calls from OpenAI
+        config: Optional configuration
+
+    Returns:
+        List of tool message parameters
+    """
+    tools = SupermemoryTools(api_key, config)
+
+    async def execute_single_call(
+        tool_call: ChatCompletionMessageToolCall,
+    ) -> ChatCompletionToolMessageParam:
+        result = await tools.execute_tool_call(tool_call)
+        return ChatCompletionToolMessageParam(
+            tool_call_id=tool_call.id,
+            role="tool",
+            content=result,
+        )
+
+    # Execute all tool calls concurrently
+    import asyncio
+
+    results = await asyncio.gather(
+        *[execute_single_call(tool_call) for tool_call in tool_calls]
+    )
+
+    return results
+
+
+# Individual tool creators for more granular control
+class SearchMemoriesTool:
+    """Individual search memories tool."""
+
+    def __init__(self, api_key: str, config: Optional[SupermemoryToolsConfig] = None):
+        self.tools = SupermemoryTools(api_key, config)
+        self.definition: ChatCompletionToolParam = {
+            "type": "function",
+            "function": MEMORY_TOOL_SCHEMAS["search_memories"],
+        }
+
+    async def execute(
+        self,
+        information_to_get: str,
+        include_full_docs: bool = True,
+        limit: int = 10,
+    ) -> MemorySearchResult:
+        """Execute search memories."""
+        return await self.tools.search_memories(
+            information_to_get=information_to_get,
+            include_full_docs=include_full_docs,
+            limit=limit,
+        )
+
+
+class AddMemoryTool:
+    """Individual add memory tool."""
+
+    def __init__(self, api_key: str, config: Optional[SupermemoryToolsConfig] = None):
+        self.tools = SupermemoryTools(api_key, config)
+        self.definition: ChatCompletionToolParam = {
+            "type": "function",
+            "function": MEMORY_TOOL_SCHEMAS["add_memory"],
+        }
+
+    async def execute(self, memory: str) -> MemoryAddResult:
+        """Execute add memory."""
+        return await self.tools.add_memory(memory=memory)
+
+
+def create_search_memories_tool(
+    api_key: str, config: Optional[SupermemoryToolsConfig] = None
+) -> SearchMemoriesTool:
+    """Create individual search memories tool.
+
+    Args:
+        api_key: Supermemory API key
+        config: Optional configuration
+
+    Returns:
+        SearchMemoriesTool instance
+    """
+    return SearchMemoriesTool(api_key, config)
+
+
+def create_add_memory_tool(
+    api_key: str, config: Optional[SupermemoryToolsConfig] = None
+) -> AddMemoryTool:
+    """Create individual add memory tool.
+
+    Args:
+        api_key: Supermemory API key
+        config: Optional configuration
+
+    Returns:
+        AddMemoryTool instance
+    """
+    return AddMemoryTool(api_key, config)
diff --git a/packages/openai-sdk-python/tests/__init__.py b/packages/openai-sdk-python/tests/__init__.py
new file mode 100644
index 00000000..66173aec
--- /dev/null
+++ b/packages/openai-sdk-python/tests/__init__.py
@@ -0,0 +1 @@
+# Test package
diff --git a/packages/openai-sdk-python/tests/test_infinite_chat.py b/packages/openai-sdk-python/tests/test_infinite_chat.py
new file mode 100644
index 00000000..9fdf52c5
--- /dev/null
+++ b/packages/openai-sdk-python/tests/test_infinite_chat.py
@@ -0,0 +1,387 @@
+"""Tests for infinite_chat module."""
+
+import os
+import pytest
+from typing import List
+
+from openai.types.chat import ChatCompletionMessageParam
+from ..src import (
+    SupermemoryOpenAI,
+    SupermemoryInfiniteChatConfigWithProviderName,
+    SupermemoryInfiniteChatConfigWithProviderUrl,
+    ProviderName,
+)
+
+
+# Test configuration
+PROVIDERS: List[ProviderName] = [
+    "openai",
+    "anthropic",
+    "openrouter",
+    "deepinfra",
+    "groq",
+    "google",
+    "cloudflare",
+]
+
+
[email protected]
+def test_api_key() -> str:
+    """Get test Supermemory API key from environment."""
+    api_key = os.getenv("SUPERMEMORY_API_KEY")
+    if not api_key:
+        pytest.skip("SUPERMEMORY_API_KEY environment variable is required for tests")
+    return api_key
+
+
[email protected]
+def test_provider_api_key() -> str:
+    """Get test provider API key from environment."""
+    api_key = os.getenv("PROVIDER_API_KEY")
+    if not api_key:
+        pytest.skip("PROVIDER_API_KEY environment variable is required for tests")
+    return api_key
+
+
[email protected]
+def test_provider_name() -> ProviderName:
+    """Get test provider name from environment."""
+    provider_name = os.getenv("PROVIDER_NAME", "openai")
+    if provider_name not in PROVIDERS:
+        pytest.fail(f"Invalid provider name: {provider_name}")
+    return provider_name  # type: ignore
+
+
[email protected]
+def test_provider_url() -> str:
+    """Get test provider URL from environment."""
+    return os.getenv("PROVIDER_URL", "")
+
+
[email protected]
+def test_model_name() -> str:
+    """Get test model name from environment."""
+    return os.getenv("MODEL_NAME", "gpt-4o-mini")
+
+
[email protected]
+def test_headers() -> dict:
+    """Get test headers."""
+    return {"custom-header": "test-value"}
+
+
[email protected]
+def test_messages() -> List[List[ChatCompletionMessageParam]]:
+    """Test message sets."""
+    return [
+        [{"role": "user", "content": "Hello!"}],
+        [
+            {"role": "system", "content": "You are a helpful assistant."},
+            {"role": "user", "content": "What is AI?"},
+        ],
+        [
+            {"role": "user", "content": "Tell me a joke"},
+            {
+                "role": "assistant",
+                "content": "Why don't scientists trust atoms? Because they make up everything!",
+            },
+            {"role": "user", "content": "Tell me another one"},
+        ],
+    ]
+
+
+class TestClientCreation:
+    """Test client creation."""
+
+    def test_create_client_with_provider_name(
+        self,
+        test_api_key: str,
+        test_provider_api_key: str,
+        test_provider_name: ProviderName,
+        test_headers: dict,
+    ):
+        """Test creating client with provider name configuration."""
+        config = SupermemoryInfiniteChatConfigWithProviderName(
+            provider_name=test_provider_name,
+            provider_api_key=test_provider_api_key,
+            headers=test_headers,
+        )
+
+        client = SupermemoryOpenAI(test_api_key, config)
+
+        assert client is not None
+        assert client.chat is not None
+
+    def test_create_client_with_openai_provider(
+        self, test_api_key: str, test_provider_api_key: str, test_headers: dict
+    ):
+        """Test creating client with OpenAI provider configuration."""
+        config = SupermemoryInfiniteChatConfigWithProviderName(
+            provider_name="openai",
+            provider_api_key=test_provider_api_key,
+            headers=test_headers,
+        )
+
+        client = SupermemoryOpenAI(test_api_key, config)
+
+        assert client is not None
+
+    def test_create_client_with_custom_provider_url(
+        self, test_api_key: str, test_provider_api_key: str, test_headers: dict
+    ):
+        """Test creating client with custom provider URL."""
+        custom_url = "https://custom-provider.com/v1"
+        config = SupermemoryInfiniteChatConfigWithProviderUrl(
+            provider_url=custom_url,
+            provider_api_key=test_provider_api_key,
+            headers=test_headers,
+        )
+
+        client = SupermemoryOpenAI(test_api_key, config)
+
+        assert client is not None
+
+
+class TestChatCompletions:
+    """Test chat completions functionality."""
+
+    @pytest.mark.asyncio
+    async def test_create_chat_completion_simple_message(
+        self,
+        test_api_key: str,
+        test_provider_api_key: str,
+        test_provider_name: ProviderName,
+        test_model_name: str,
+        test_messages: List[List[ChatCompletionMessageParam]],
+    ):
+        """Test creating chat completion with simple message."""
+        config = SupermemoryInfiniteChatConfigWithProviderName(
+            provider_name=test_provider_name,
+            provider_api_key=test_provider_api_key,
+            headers={},
+        )
+
+        client = SupermemoryOpenAI(test_api_key, config)
+
+        result = await client.create_chat_completion(
+            model=test_model_name,
+            messages=test_messages[0],  # "Hello!"
+        )
+
+        assert result is not None
+        assert hasattr(result, "choices")
+        assert len(result.choices) > 0
+        assert result.choices[0].message.content is not None
+
+    @pytest.mark.asyncio
+    async def test_chat_completion_convenience_method(
+        self,
+        test_api_key: str,
+        test_provider_api_key: str,
+        test_provider_name: ProviderName,
+        test_model_name: str,
+        test_messages: List[List[ChatCompletionMessageParam]],
+    ):
+        """Test chat completion using convenience method."""
+        config = SupermemoryInfiniteChatConfigWithProviderName(
+            provider_name=test_provider_name,
+            provider_api_key=test_provider_api_key,
+            headers={},
+        )
+
+        client = SupermemoryOpenAI(test_api_key, config)
+
+        result = await client.chat_completion(
+            messages=test_messages[1],  # System + user messages
+            model=test_model_name,
+            temperature=0.7,
+        )
+
+        assert result is not None
+        assert hasattr(result, "choices")
+        assert len(result.choices) > 0
+        assert result.choices[0].message.content is not None
+
+    @pytest.mark.asyncio
+    async def test_handle_conversation_history(
+        self,
+        test_api_key: str,
+        test_provider_api_key: str,
+        test_provider_name: ProviderName,
+        test_model_name: str,
+        test_messages: List[List[ChatCompletionMessageParam]],
+    ):
+        """Test handling conversation history."""
+        config = SupermemoryInfiniteChatConfigWithProviderName(
+            provider_name=test_provider_name,
+            provider_api_key=test_provider_api_key,
+            headers={},
+        )
+
+        client = SupermemoryOpenAI(test_api_key, config)
+
+        result = await client.chat_completion(
+            messages=test_messages[2],  # Multi-turn conversation
+            model=test_model_name,
+        )
+
+        assert result is not None
+        assert hasattr(result, "choices")
+        assert len(result.choices) > 0
+        assert result.choices[0].message.content is not None
+
+    @pytest.mark.asyncio
+    async def test_custom_headers(
+        self,
+        test_api_key: str,
+        test_provider_api_key: str,
+        test_provider_name: ProviderName,
+        test_model_name: str,
+    ):
+        """Test working with custom headers."""
+        config = SupermemoryInfiniteChatConfigWithProviderName(
+            provider_name=test_provider_name,
+            provider_api_key=test_provider_api_key,
+            headers={"x-custom-header": "test-value"},
+        )
+
+        client = SupermemoryOpenAI(test_api_key, config)
+
+        result = await client.chat_completion(
+            messages=[{"role": "user", "content": "Hello"}],
+            model=test_model_name,
+        )
+
+        assert result is not None
+        assert hasattr(result, "choices")
+
+
+class TestConfigurationValidation:
+    """Test configuration validation."""
+
+    def test_handle_empty_headers_object(
+        self,
+        test_api_key: str,
+        test_provider_api_key: str,
+        test_provider_name: ProviderName,
+    ):
+        """Test handling empty headers object."""
+        config = SupermemoryInfiniteChatConfigWithProviderName(
+            provider_name=test_provider_name,
+            provider_api_key=test_provider_api_key,
+            headers={},
+        )
+
+        client = SupermemoryOpenAI(test_api_key, config)
+
+        assert client is not None
+
+    def test_handle_configuration_without_headers(
+        self,
+        test_api_key: str,
+        test_provider_api_key: str,
+        test_provider_name: ProviderName,
+    ):
+        """Test handling configuration without headers."""
+        config = SupermemoryInfiniteChatConfigWithProviderName(
+            provider_name=test_provider_name,
+            provider_api_key=test_provider_api_key,
+        )
+
+        client = SupermemoryOpenAI(test_api_key, config)
+
+        assert client is not None
+
+    def test_handle_different_api_keys(self):
+        """Test handling different API keys."""
+        config = SupermemoryInfiniteChatConfigWithProviderName(
+            provider_name="openai",
+            provider_api_key="different-provider-key",
+        )
+
+        client = SupermemoryOpenAI("different-sm-key", config)
+
+        assert client is not None
+
+
+class TestDisabledEndpoints:
+    """Test that non-chat endpoints are disabled."""
+
+    def test_disabled_endpoints_throw_errors(
+        self, test_api_key: str, test_provider_api_key: str
+    ):
+        """Test that all disabled endpoints throw appropriate errors."""
+        config = SupermemoryInfiniteChatConfigWithProviderName(
+            provider_name="openai",
+            provider_api_key=test_provider_api_key,
+        )
+
+        client = SupermemoryOpenAI(test_api_key, config)
+
+        # Test that all disabled endpoints throw appropriate errors
+        with pytest.raises(
+            RuntimeError, match="Supermemory only supports chat completions"
+        ):
+            _ = client.embeddings
+
+        with pytest.raises(
+            RuntimeError, match="Supermemory only supports chat completions"
+        ):
+            _ = client.fine_tuning
+
+        with pytest.raises(
+            RuntimeError, match="Supermemory only supports chat completions"
+        ):
+            _ = client.images
+
+        with pytest.raises(
+            RuntimeError, match="Supermemory only supports chat completions"
+        ):
+            _ = client.audio
+
+        with pytest.raises(
+            RuntimeError, match="Supermemory only supports chat completions"
+        ):
+            _ = client.models
+
+        with pytest.raises(
+            RuntimeError, match="Supermemory only supports chat completions"
+        ):
+            _ = client.moderations
+
+        with pytest.raises(
+            RuntimeError, match="Supermemory only supports chat completions"
+        ):
+            _ = client.files
+
+        with pytest.raises(
+            RuntimeError, match="Supermemory only supports chat completions"
+        ):
+            _ = client.batches
+
+        with pytest.raises(
+            RuntimeError, match="Supermemory only supports chat completions"
+        ):
+            _ = client.uploads
+
+        with pytest.raises(
+            RuntimeError, match="Supermemory only supports chat completions"
+        ):
+            _ = client.beta
+
+    def test_chat_completions_still_work(
+        self, test_api_key: str, test_provider_api_key: str
+    ):
+        """Test that chat completions still work after disabling other endpoints."""
+        config = SupermemoryInfiniteChatConfigWithProviderName(
+            provider_name="openai",
+            provider_api_key=test_provider_api_key,
+        )
+
+        client = SupermemoryOpenAI(test_api_key, config)
+
+        # Chat completions should still be accessible
+        assert client.chat is not None
+        assert client.chat.completions is not None
+        assert callable(client.create_chat_completion)
+        assert callable(client.chat_completion)
diff --git a/packages/openai-sdk-python/tests/test_tools.py b/packages/openai-sdk-python/tests/test_tools.py
new file mode 100644
index 00000000..835622c7
--- /dev/null
+++ b/packages/openai-sdk-python/tests/test_tools.py
@@ -0,0 +1,350 @@
+"""Tests for tools module."""
+
+import os
+import pytest
+import json
+from typing import List
+
+from openai.types.chat import ChatCompletionMessageToolCall
+from ..src import (
+    SupermemoryTools,
+    SupermemoryToolsConfig,
+    SupermemoryOpenAI,
+    SupermemoryInfiniteChatConfigWithProviderName,
+    create_supermemory_tools,
+    get_memory_tool_definitions,
+    execute_memory_tool_calls,
+    create_search_memories_tool,
+    create_add_memory_tool,
+)
+
+
[email protected]
+def test_api_key() -> str:
+    """Get test Supermemory API key from environment."""
+    api_key = os.getenv("SUPERMEMORY_API_KEY")
+    if not api_key:
+        pytest.skip("SUPERMEMORY_API_KEY environment variable is required for tests")
+    return api_key
+
+
[email protected]
+def test_provider_api_key() -> str:
+    """Get test provider API key from environment."""
+    api_key = os.getenv("PROVIDER_API_KEY")
+    if not api_key:
+        pytest.skip("PROVIDER_API_KEY environment variable is required for tests")
+    return api_key
+
+
[email protected]
+def test_base_url() -> str:
+    """Get test base URL from environment."""
+    return os.getenv("SUPERMEMORY_BASE_URL", "")
+
+
[email protected]
+def test_model_name() -> str:
+    """Get test model name from environment."""
+    return os.getenv("MODEL_NAME", "gpt-4o-mini")
+
+
+class TestToolInitialization:
+    """Test tool initialization."""
+
+    def test_create_tools_with_default_configuration(self, test_api_key: str):
+        """Test creating tools with default configuration."""
+        config: SupermemoryToolsConfig = {}
+        tools = SupermemoryTools(test_api_key, config)
+
+        assert tools is not None
+        assert tools.get_tool_definitions() is not None
+        assert len(tools.get_tool_definitions()) == 3
+
+    def test_create_tools_with_helper(self, test_api_key: str):
+        """Test creating tools with createSupermemoryTools helper."""
+        tools = create_supermemory_tools(
+            test_api_key,
+            {
+                "project_id": "test-project",
+            },
+        )
+
+        assert tools is not None
+        assert tools.get_tool_definitions() is not None
+
+    def test_create_tools_with_custom_base_url(
+        self, test_api_key: str, test_base_url: str
+    ):
+        """Test creating tools with custom baseUrl."""
+        if not test_base_url:
+            pytest.skip("SUPERMEMORY_BASE_URL not provided")
+
+        config: SupermemoryToolsConfig = {
+            "base_url": test_base_url,
+        }
+        tools = SupermemoryTools(test_api_key, config)
+
+        assert tools is not None
+        assert len(tools.get_tool_definitions()) == 3
+
+    def test_create_tools_with_project_id(self, test_api_key: str):
+        """Test creating tools with projectId configuration."""
+        config: SupermemoryToolsConfig = {
+            "project_id": "test-project-123",
+        }
+        tools = SupermemoryTools(test_api_key, config)
+
+        assert tools is not None
+        assert len(tools.get_tool_definitions()) == 3
+
+    def test_create_tools_with_custom_container_tags(self, test_api_key: str):
+        """Test creating tools with custom container tags."""
+        config: SupermemoryToolsConfig = {
+            "container_tags": ["custom-tag-1", "custom-tag-2"],
+        }
+        tools = SupermemoryTools(test_api_key, config)
+
+        assert tools is not None
+        assert len(tools.get_tool_definitions()) == 3
+
+
+class TestToolDefinitions:
+    """Test tool definitions."""
+
+    def test_return_proper_openai_function_definitions(self):
+        """Test returning proper OpenAI function definitions."""
+        definitions = get_memory_tool_definitions()
+
+        assert definitions is not None
+        assert len(definitions) == 3
+
+        # Check searchMemories
+        search_tool = next(
+            (d for d in definitions if d["function"]["name"] == "search_memories"), None
+        )
+        assert search_tool is not None
+        assert search_tool["type"] == "function"
+        assert "information_to_get" in search_tool["function"]["parameters"]["required"]
+
+        # Check addMemory
+        add_tool = next(
+            (d for d in definitions if d["function"]["name"] == "add_memory"), None
+        )
+        assert add_tool is not None
+        assert add_tool["type"] == "function"
+        assert "memory" in add_tool["function"]["parameters"]["required"]
+
+    def test_consistent_tool_definitions_from_class_and_helper(self, test_api_key: str):
+        """Test that tool definitions are consistent between class and helper."""
+        tools = SupermemoryTools(test_api_key)
+        class_definitions = tools.get_tool_definitions()
+        helper_definitions = get_memory_tool_definitions()
+
+        assert class_definitions == helper_definitions
+
+
+class TestMemoryOperations:
+    """Test memory operations."""
+
+    @pytest.mark.asyncio
+    async def test_search_memories(self, test_api_key: str, test_base_url: str):
+        """Test searching memories."""
+        config: SupermemoryToolsConfig = {
+            "project_id": "test-search",
+        }
+        if test_base_url:
+            config["base_url"] = test_base_url
+
+        tools = SupermemoryTools(test_api_key, config)
+
+        result = await tools.search_memories(
+            information_to_get="test preferences",
+            limit=5,
+        )
+
+        assert result is not None
+        assert "success" in result
+        assert isinstance(result["success"], bool)
+
+        if result["success"]:
+            assert "results" in result
+            assert "count" in result
+            assert isinstance(result["count"], int)
+        else:
+            assert "error" in result
+
+    @pytest.mark.asyncio
+    async def test_add_memory(self, test_api_key: str, test_base_url: str):
+        """Test adding memory."""
+        config: SupermemoryToolsConfig = {
+            "container_tags": ["test-add-memory"],
+        }
+        if test_base_url:
+            config["base_url"] = test_base_url
+
+        tools = SupermemoryTools(test_api_key, config)
+
+        result = await tools.add_memory(
+            memory="User prefers dark roast coffee in the morning - test memory"
+        )
+
+        assert result is not None
+        assert "success" in result
+        assert isinstance(result["success"], bool)
+
+        if result["success"]:
+            assert "memory" in result
+        else:
+            assert "error" in result
+
+
+class TestIndividualToolCreators:
+    """Test individual tool creators."""
+
+    def test_create_individual_search_tool(self, test_api_key: str):
+        """Test creating individual search tool."""
+        search_tool = create_search_memories_tool(
+            test_api_key,
+            {
+                "project_id": "test-individual",
+            },
+        )
+
+        assert search_tool is not None
+        assert search_tool.definition is not None
+        assert callable(search_tool.execute)
+        assert search_tool.definition["function"]["name"] == "search_memories"
+
+    def test_create_individual_add_tool(self, test_api_key: str):
+        """Test creating individual add tool."""
+        add_tool = create_add_memory_tool(
+            test_api_key,
+            {
+                "project_id": "test-individual",
+            },
+        )
+
+        assert add_tool is not None
+        assert add_tool.definition is not None
+        assert callable(add_tool.execute)
+        assert add_tool.definition["function"]["name"] == "add_memory"
+
+
+class TestOpenAIIntegration:
+    """Test OpenAI integration."""
+
+    @pytest.mark.asyncio
+    async def test_work_with_supermemory_openai_for_function_calling(
+        self,
+        test_api_key: str,
+        test_provider_api_key: str,
+        test_model_name: str,
+        test_base_url: str,
+    ):
+        """Test working with SupermemoryOpenAI for function calling."""
+        client = SupermemoryOpenAI(
+            test_api_key,
+            SupermemoryInfiniteChatConfigWithProviderName(
+                provider_name="openai",
+                provider_api_key=test_provider_api_key,
+            ),
+        )
+
+        tools_config: SupermemoryToolsConfig = {
+            "project_id": "test-openai-integration",
+        }
+        if test_base_url:
+            tools_config["base_url"] = test_base_url
+
+        tools = SupermemoryTools(test_api_key, tools_config)
+
+        response = await client.chat_completion(
+            messages=[
+                {
+                    "role": "system",
+                    "content": (
+                        "You are a helpful assistant with access to user memories. "
+                        "When the user asks you to remember something, use the add_memory tool."
+                    ),
+                },
+                {
+                    "role": "user",
+                    "content": "Please remember that I prefer tea over coffee",
+                },
+            ],
+            model=test_model_name,
+            tools=tools.get_tool_definitions(),
+        )
+
+        assert response is not None
+        assert hasattr(response, "choices")
+
+        choice = response.choices[0]
+        assert choice.message is not None
+
+        # If the model decided to use function calling, test the execution
+        if hasattr(choice.message, "tool_calls") and choice.message.tool_calls:
+            tool_results = await execute_memory_tool_calls(
+                test_api_key,
+                choice.message.tool_calls,
+                tools_config,
+            )
+
+            assert tool_results is not None
+            assert len(tool_results) == len(choice.message.tool_calls)
+
+            for result in tool_results:
+                assert result["role"] == "tool"
+                assert "content" in result
+                assert "tool_call_id" in result
+
+    @pytest.mark.asyncio
+    async def test_handle_multiple_tool_calls(
+        self, test_api_key: str, test_base_url: str
+    ):
+        """Test handling multiple tool calls."""
+        tools_config: SupermemoryToolsConfig = {
+            "container_tags": ["test-multi-tools"],
+        }
+        if test_base_url:
+            tools_config["base_url"] = test_base_url
+
+        # Simulate tool calls (normally these would come from OpenAI)
+        mock_tool_calls: List[ChatCompletionMessageToolCall] = [
+            ChatCompletionMessageToolCall(
+                id="call_1",
+                type="function",
+                function={
+                    "name": "search_memories",
+                    "arguments": json.dumps({"information_to_get": "preferences"}),
+                },
+            ),
+            ChatCompletionMessageToolCall(
+                id="call_2",
+                type="function",
+                function={
+                    "name": "add_memory",
+                    "arguments": json.dumps(
+                        {"memory": "Test memory for multiple calls"}
+                    ),
+                },
+            ),
+        ]
+
+        results = await execute_memory_tool_calls(
+            test_api_key, mock_tool_calls, tools_config
+        )
+
+        assert results is not None
+        assert len(results) == 2
+
+        assert results[0]["tool_call_id"] == "call_1"
+        assert results[1]["tool_call_id"] == "call_2"
+
+        for result in results:
+            assert result["role"] == "tool"
+            assert "content" in result
+
+            content = json.loads(result["content"])
+            assert "success" in content
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new file mode 100644
index 00000000..511b2f8a
--- /dev/null
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diff --git a/packages/openai-sdk-ts/.npmignore b/packages/openai-sdk-ts/.npmignore
new file mode 100644
index 00000000..aadf7e98
--- /dev/null
+++ b/packages/openai-sdk-ts/.npmignore
@@ -0,0 +1,5 @@
+src/
+.turbo/
+.env
+tsdown.config.ts
+tsconfig.json
diff --git a/packages/openai-sdk-ts/README.md b/packages/openai-sdk-ts/README.md
new file mode 100644
index 00000000..5cf8e8bc
--- /dev/null
+++ b/packages/openai-sdk-ts/README.md
@@ -0,0 +1,314 @@
+# supermemory OpenAI SDK Utilities
+
+OpenAI JS/TS SDK utilities for supermemory
+
+## Installation
+
+```bash
+npm install @supermemory/openai-sdk
+# or
+bun add @supermemory/openai-sdk
+# or
+pnpm add @supermemory/openai-sdk
+# or
+yarn add @supermemory/openai-sdk
+```
+
+## Features
+
+Choose **one** of the following approaches (they cannot be used together):
+
+- **Infinite Chat Client**: Enhanced OpenAI client with unlimited context support
+- **Memory Tools**: Search, add, and fetch memories from supermemory using OpenAI function calling
+
+## Infinite Chat Client
+
+The infinite chat client provides an enhanced OpenAI client with supermemory's context management.
+
+```typescript
+import { SupermemoryOpenAI } from '@supermemory/openai-sdk'
+
+// Using a named provider
+const client = new SupermemoryOpenAI('your-supermemory-api-key', {
+  providerName: 'openai',
+  providerApiKey: 'your-openai-api-key',
+  headers: {
+    // Optional additional headers
+  }
+})
+
+// Using a custom provider URL
+const client = new SupermemoryOpenAI('your-supermemory-api-key', {
+  providerUrl: 'https://your-custom-provider.com/v1',
+  providerApiKey: 'your-provider-api-key',
+  headers: {
+    // Optional additional headers
+  }
+})
+
+const response = await client.chat.completions.create({
+  model: 'gpt-4o',
+  messages: [
+    { role: 'user', content: 'Hello, how are you?' }
+  ]
+})
+```
+
+### Complete Infinite Chat Example
+
+```typescript
+import { SupermemoryOpenAI } from '@supermemory/openai-sdk'
+
+const supermemoryApiKey = process.env.SUPERMEMORY_API_KEY!
+const openaiApiKey = process.env.OPENAI_API_KEY!
+
+// Initialize infinite chat client
+const client = new SupermemoryOpenAI(supermemoryApiKey, {
+  providerName: 'openai',
+  providerApiKey: openaiApiKey
+})
+
+async function chat(userMessage: string) {
+  const response = await client.chatCompletion([
+    { 
+      role: 'system', 
+      content: 'You are a helpful assistant with unlimited context.' 
+    },
+    { 
+      role: 'user', 
+      content: userMessage 
+    }
+  ], {
+    model: 'gpt-4o'
+  })
+  
+  return response.choices[0].message.content
+}
+```
+
+### Configuration
+
+```typescript
+// Option 1: Use a named provider
+interface ConfigWithProviderName {
+  providerName: 'openai' | 'anthropic' | 'openrouter' | 'deepinfra' | 'groq' | 'google' | 'cloudflare'
+  providerApiKey: string
+  headers?: Record<string, string>
+}
+
+// Option 2: Use a custom provider URL
+interface ConfigWithProviderUrl {
+  providerUrl: string
+  providerApiKey: string
+  headers?: Record<string, string>
+}
+```
+
+## Memory Tools
+
+supermemory tools allow OpenAI function calling to interact with user memories for enhanced context and personalization.
+
+```typescript
+import { SupermemoryTools, executeMemoryToolCalls } from '@supermemory/openai-sdk'
+import OpenAI from 'openai'
+
+const openai = new OpenAI({ apiKey: 'your-openai-api-key' })
+
+const response = await openai.chat.completions.create({
+  model: 'gpt-4o',
+  messages: [
+    { role: 'user', content: 'What do you remember about my preferences?' }
+  ],
+  tools: new SupermemoryTools('your-supermemory-api-key', {
+  // Optional: specify a base URL for self-hosted instances
+  baseUrl: 'https://api.supermemory.com',
+  
+  // Use either projectId OR containerTags, not both
+  projectId: 'your-project-id',
+  // OR
+  containerTags: ['tag1', 'tag2']
+}).getToolDefinitions()
+})
+```
+
+### Complete Memory Tools Example
+
+```typescript
+import { SupermemoryTools, executeMemoryToolCalls } from '@supermemory/openai-sdk'
+import OpenAI from 'openai'
+
+const openai = new OpenAI({ apiKey: process.env.OPENAI_API_KEY! })
+const supermemoryApiKey = process.env.SUPERMEMORY_API_KEY!
+
+async function chatWithTools(userMessage: string) {
+  const tools = new SupermemoryTools(supermemoryApiKey, {
+    projectId: 'my-project'
+  })
+
+  const response = await openai.chat.completions.create({
+    model: 'gpt-4o',
+    messages: [
+      { 
+        role: 'system', 
+        content: 'You are a helpful assistant with access to user memories.' 
+      },
+      { 
+        role: 'user', 
+        content: userMessage 
+      }
+    ],
+    tools: tools.getToolDefinitions()
+  })
+
+  // Handle tool calls if present
+  if (response.choices[0].message.tool_calls) {
+    const toolResults = await executeMemoryToolCalls(
+      supermemoryApiKey,
+      response.choices[0].message.tool_calls,
+      { projectId: 'my-project' }
+    )
+    
+    // Continue conversation with tool results...
+  }
+  
+  return response.choices[0].message.content
+}
+```
+
+### Configuration
+
+```typescript
+interface SupermemoryToolsConfig {
+  // Optional: Base URL for API calls (default: https://api.supermemory.com)
+  baseUrl?: string
+  
+  // Container tags for organizing memories (cannot be used with projectId)
+  containerTags?: string[]
+  
+  // Project ID for scoping memories (cannot be used with containerTags)
+  projectId?: string
+}
+```
+
+### Self-Hosted supermemory
+
+If you're running a self-hosted supermemory instance:
+
+```typescript
+const tools = new SupermemoryTools('your-api-key', {
+  baseUrl: 'https://your-supermemory-instance.com',
+  containerTags: ['production', 'user-memories']
+})
+```
+
+### Available Tools
+
+##### Search Memories
+
+Search through user memories using semantic matching.
+
+```typescript
+const searchResult = await tools.searchMemories({
+  informationToGet: 'user preferences about coffee'
+})
+```
+
+##### Add Memory
+
+Add new memories to the user's memory store.
+
+```typescript
+const addResult = await tools.addMemory({
+  memory: 'User prefers dark roast coffee in the morning'
+})
+```
+
+##### Fetch Memory
+
+Retrieve a specific memory by its ID.
+
+```typescript
+const fetchResult = await tools.fetchMemory({
+  memoryId: 'memory-id-123'
+})
+```
+
+### Using Individual Tools
+
+For more flexibility, you can import and use individual tools:
+
+```typescript
+import { 
+  createSearchMemoriesTool, 
+  createAddMemoryTool, 
+  createFetchMemoryTool 
+} from '@supermemory/openai-sdk'
+
+const searchTool = createSearchMemoriesTool('your-api-key', {
+  projectId: 'your-project-id'
+})
+
+// Use only the search tool
+const response = await openai.chat.completions.create({
+  model: 'gpt-4o',
+  messages: [...],
+  tools: [searchTool.definition]
+})
+```
+
+### Error Handling
+
+All tool executions return a result object with a `success` field:
+
+```typescript
+const result = await tools.searchMemories({
+  informationToGet: 'user preferences'
+})
+
+if (result.success) {
+  console.log('Found memories:', result.results)
+  console.log('Total count:', result.count)
+} else {
+  console.error('Error searching memories:', result.error)
+}
+```
+
+## Development
+
+### Running Tests
+
+```bash
+# Run all tests
+bun test
+
+# Run tests in watch mode
+bun test --watch
+```
+
+#### Environment Variables for Tests
+
+All tests require API keys to run. Copy `.env.example` to `.env` and set the required values:
+
+```bash
+cp .env.example .env
+```
+
+**Required:**
+- `SUPERMEMORY_API_KEY`: Your Supermemory API key
+- `PROVIDER_API_KEY`: Your AI provider API key (OpenAI, etc.)
+
+**Optional:**
+- `SUPERMEMORY_BASE_URL`: Custom Supermemory base URL (defaults to `https://api.supermemory.ai`)
+- `PROVIDER_NAME`: Provider name (defaults to `openai`) - one of: `openai`, `anthropic`, `openrouter`, `deepinfra`, `groq`, `google`, `cloudflare`
+- `PROVIDER_URL`: Custom provider URL (use instead of `PROVIDER_NAME`)
+- `MODEL_NAME`: Model to use in tests (defaults to `gpt-4o-mini`)
+
+Tests will fail if required API keys are not provided.
+
+## License
+
+MIT
+
+## Support
+
+Email our [24/7 Founder/CEO/Support Executive](mailto:[email protected])
\ No newline at end of file
diff --git a/packages/openai-sdk-ts/package.json b/packages/openai-sdk-ts/package.json
new file mode 100644
index 00000000..63074e0b
--- /dev/null
+++ b/packages/openai-sdk-ts/package.json
@@ -0,0 +1,46 @@
+{
+  "name": "@supermemory/openai-sdk",
+  "version": "1.0.0",
+  "type": "module",
+  "description": "OpenAI SDK utilities for supermemory",
+  "scripts": {
+    "build": "tsdown",
+    "dev": "tsdown --watch",
+    "check-types": "tsc --noEmit",
+    "test": "vitest",
+    "test:watch": "vitest --watch"
+  },
+  "dependencies": {
+    "openai": "^4.104.0",
+    "supermemory": "^3.0.0-alpha.26",
+    "zod": "^4.1.4"
+  },
+  "devDependencies": {
+    "@total-typescript/tsconfig": "^1.0.4",
+    "@types/bun": "^1.2.21",
+    "dotenv": "^16.6.1",
+    "tsdown": "^0.14.2",
+    "typescript": "^5.9.2",
+    "vitest": "^3.2.4"
+  },
+  "main": "./dist/index.js",
+  "module": "./dist/index.js",
+  "types": "./dist/index.d.ts",
+  "exports": {
+    ".": "./dist/index.js",
+    "./package.json": "./package.json"
+  },
+  "repository": {
+    "url": "https://github.com/supermemoryai/supermemory",
+    "directory": "packages/openai-sdk-ts"
+  },
+  "keywords": [
+    "openai",
+    "typescript",
+    "supermemory",
+    "ai",
+    "memory",
+    "context"
+  ],
+  "license": "MIT"
+}
diff --git a/packages/openai-sdk-ts/src/index.ts b/packages/openai-sdk-ts/src/index.ts
new file mode 100644
index 00000000..b6962318
--- /dev/null
+++ b/packages/openai-sdk-ts/src/index.ts
@@ -0,0 +1,2 @@
+export * from "./infinite-chat"
+export * from "./tools"
diff --git a/packages/openai-sdk-ts/src/infinite-chat.test.ts b/packages/openai-sdk-ts/src/infinite-chat.test.ts
new file mode 100644
index 00000000..f77d5285
--- /dev/null
+++ b/packages/openai-sdk-ts/src/infinite-chat.test.ts
@@ -0,0 +1,338 @@
+import { describe, expect, it } from "vitest"
+import z from "zod"
+import type OpenAI from "openai"
+import {
+	SupermemoryOpenAI,
+	type SupermemoryInfiniteChatConfig,
+} from "./infinite-chat"
+
+import "dotenv/config"
+
+const providers = z.enum([
+	"openai",
+	"anthropic",
+	"openrouter",
+	"deepinfra",
+	"groq",
+	"google",
+	"cloudflare",
+] satisfies SupermemoryInfiniteChatConfig["providerName"][])
+
+describe("SupermemoryOpenAI", () => {
+	// Required API keys - tests will fail if not provided
+	const testApiKey = process.env.SUPERMEMORY_API_KEY
+	const testProviderApiKey = process.env.PROVIDER_API_KEY
+
+	if (!testApiKey) {
+		throw new Error(
+			"SUPERMEMORY_API_KEY environment variable is required for tests",
+		)
+	}
+	if (!testProviderApiKey) {
+		throw new Error(
+			"PROVIDER_API_KEY environment variable is required for tests",
+		)
+	}
+
+	// Optional configuration with defaults
+	const testProviderName = providers.parse(
+		process.env.PROVIDER_NAME ?? "openai",
+	)
+	const testProviderUrl = process.env.PROVIDER_URL
+	const testModelName = process.env.MODEL_NAME || "gpt-4o-mini"
+	const testHeaders = { "custom-header": "test-value" }
+
+	// Validate provider configuration - either name OR URL, not both
+	if (testProviderUrl && process.env.PROVIDER_NAME) {
+		throw new Error(
+			"Cannot specify both PROVIDER_NAME and PROVIDER_URL - use one or the other",
+		)
+	}
+
+	// Test prompts
+	const testMessages: OpenAI.Chat.Completions.ChatCompletionMessageParam[][] = [
+		[{ role: "user", content: "Hello!" }],
+		[
+			{ role: "system", content: "You are a helpful assistant." },
+			{ role: "user", content: "What is AI?" },
+		],
+		[
+			{ role: "user", content: "Tell me a joke" },
+			{
+				role: "assistant",
+				content:
+					"Why don't scientists trust atoms? Because they make up everything!",
+			},
+			{ role: "user", content: "Tell me another one" },
+		],
+	]
+
+	describe("client creation", () => {
+		it("should create client with SupermemoryOpenAI class", () => {
+			const config: SupermemoryInfiniteChatConfig = testProviderUrl
+				? {
+						providerUrl: testProviderUrl,
+						providerApiKey: testProviderApiKey,
+						headers: testHeaders,
+					}
+				: {
+						providerName: testProviderName,
+						providerApiKey: testProviderApiKey,
+						headers: testHeaders,
+					}
+
+			const client = new SupermemoryOpenAI(testApiKey, config)
+
+			expect(client).toBeDefined()
+			expect(client.chat).toBeDefined()
+		})
+
+		it("should create client with openai provider configuration", () => {
+			const config: SupermemoryInfiniteChatConfig = {
+				providerName: "openai",
+				providerApiKey: testProviderApiKey,
+				headers: testHeaders,
+			}
+
+			const client = new SupermemoryOpenAI(testApiKey, config)
+
+			expect(client).toBeDefined()
+		})
+
+		it("should create client with custom provider URL", () => {
+			const customUrl = "https://custom-provider.com/v1"
+			const config: SupermemoryInfiniteChatConfig = {
+				providerUrl: customUrl,
+				providerApiKey: testProviderApiKey,
+				headers: testHeaders,
+			}
+
+			const client = new SupermemoryOpenAI(testApiKey, config)
+
+			expect(client).toBeDefined()
+		})
+	})
+
+	describe("chat completions", () => {
+		it("should create chat completion with simple message", async () => {
+			const config: SupermemoryInfiniteChatConfig = testProviderUrl
+				? {
+						providerUrl: testProviderUrl,
+						providerApiKey: testProviderApiKey,
+						headers: {},
+					}
+				: {
+						providerName: testProviderName,
+						providerApiKey: testProviderApiKey,
+						headers: {},
+					}
+
+			const client = new SupermemoryOpenAI(testApiKey, config)
+
+			const result = await client.createChatCompletion({
+				model: testModelName,
+				messages: testMessages[0]!, // "Hello!"
+			})
+
+			expect(result).toBeDefined()
+			expect("choices" in result).toBe(true)
+			if ("choices" in result) {
+				expect(result.choices).toBeDefined()
+				expect(result.choices.length).toBeGreaterThan(0)
+				expect(result.choices[0]!.message.content).toBeDefined()
+			}
+		})
+
+		it("should create chat completion using convenience method", async () => {
+			const config: SupermemoryInfiniteChatConfig = testProviderUrl
+				? {
+						providerUrl: testProviderUrl,
+						providerApiKey: testProviderApiKey,
+						headers: {},
+					}
+				: {
+						providerName: testProviderName,
+						providerApiKey: testProviderApiKey,
+						headers: {},
+					}
+
+			const client = new SupermemoryOpenAI(testApiKey, config)
+
+			const result = await client.chatCompletion(testMessages[1]!, {
+				model: testModelName,
+				temperature: 0.7,
+			})
+
+			expect(result).toBeDefined()
+			expect("choices" in result).toBe(true)
+			if ("choices" in result) {
+				expect(result.choices).toBeDefined()
+				expect(result.choices.length).toBeGreaterThan(0)
+				expect(result.choices[0]!.message.content).toBeDefined()
+			}
+		})
+
+		it("should handle conversation history", async () => {
+			const config: SupermemoryInfiniteChatConfig = testProviderUrl
+				? {
+						providerUrl: testProviderUrl,
+						providerApiKey: testProviderApiKey,
+						headers: {},
+					}
+				: {
+						providerName: testProviderName,
+						providerApiKey: testProviderApiKey,
+						headers: {},
+					}
+
+			const client = new SupermemoryOpenAI(testApiKey, config)
+
+			const result = await client.chatCompletion(testMessages[2]!, {
+				model: testModelName,
+			})
+
+			expect(result).toBeDefined()
+			expect("choices" in result).toBe(true)
+			if ("choices" in result) {
+				expect(result.choices).toBeDefined()
+				expect(result.choices.length).toBeGreaterThan(0)
+				expect(result.choices[0]!.message.content).toBeDefined()
+			}
+		})
+
+		it("should work with custom headers", async () => {
+			const config: SupermemoryInfiniteChatConfig = testProviderUrl
+				? {
+						providerUrl: testProviderUrl,
+						providerApiKey: testProviderApiKey,
+						headers: {
+							"x-custom-header": "test-value",
+						},
+					}
+				: {
+						providerName: testProviderName,
+						providerApiKey: testProviderApiKey,
+						headers: {
+							"x-custom-header": "test-value",
+						},
+					}
+
+			const client = new SupermemoryOpenAI(testApiKey, config)
+
+			const result = await client.chatCompletion(
+				[{ role: "user", content: "Hello" }],
+				{
+					model: testModelName,
+				},
+			)
+
+			expect(result).toBeDefined()
+			expect("choices" in result).toBe(true)
+		})
+	})
+
+	describe("configuration validation", () => {
+		it("should handle empty headers object", () => {
+			const config: SupermemoryInfiniteChatConfig = testProviderUrl
+				? {
+						providerUrl: testProviderUrl,
+						providerApiKey: testProviderApiKey,
+						headers: {},
+					}
+				: {
+						providerName: testProviderName,
+						providerApiKey: testProviderApiKey,
+						headers: {},
+					}
+
+			const client = new SupermemoryOpenAI(testApiKey, config)
+
+			expect(client).toBeDefined()
+		})
+
+		it("should handle configuration without headers", () => {
+			const config: SupermemoryInfiniteChatConfig = testProviderUrl
+				? {
+						providerUrl: testProviderUrl,
+						providerApiKey: testProviderApiKey,
+					}
+				: {
+						providerName: testProviderName,
+						providerApiKey: testProviderApiKey,
+					}
+
+			const client = new SupermemoryOpenAI(testApiKey, config)
+
+			expect(client).toBeDefined()
+		})
+
+		it("should handle different API keys", () => {
+			const config: SupermemoryInfiniteChatConfig = {
+				providerName: "openai",
+				providerApiKey: "different-provider-key",
+			}
+
+			const client = new SupermemoryOpenAI("different-sm-key", config)
+
+			expect(client).toBeDefined()
+		})
+	})
+
+	describe("disabled endpoints", () => {
+		it("should throw errors for disabled OpenAI endpoints", () => {
+			const config: SupermemoryInfiniteChatConfig = {
+				providerName: "openai",
+				providerApiKey: testProviderApiKey,
+			}
+
+			const client = new SupermemoryOpenAI(testApiKey, config)
+
+			// Test that all disabled endpoints throw appropriate errors
+			expect(() => client.embeddings).toThrow(
+				"Supermemory only supports chat completions",
+			)
+			expect(() => client.fineTuning).toThrow(
+				"Supermemory only supports chat completions",
+			)
+			expect(() => client.images).toThrow(
+				"Supermemory only supports chat completions",
+			)
+			expect(() => client.audio).toThrow(
+				"Supermemory only supports chat completions",
+			)
+			expect(() => client.models).toThrow(
+				"Supermemory only supports chat completions",
+			)
+			expect(() => client.moderations).toThrow(
+				"Supermemory only supports chat completions",
+			)
+			expect(() => client.files).toThrow(
+				"Supermemory only supports chat completions",
+			)
+			expect(() => client.batches).toThrow(
+				"Supermemory only supports chat completions",
+			)
+			expect(() => client.uploads).toThrow(
+				"Supermemory only supports chat completions",
+			)
+			expect(() => client.beta).toThrow(
+				"Supermemory only supports chat completions",
+			)
+		})
+
+		it("should still allow chat completions to work", () => {
+			const config: SupermemoryInfiniteChatConfig = {
+				providerName: "openai",
+				providerApiKey: testProviderApiKey,
+			}
+
+			const client = new SupermemoryOpenAI(testApiKey, config)
+
+			// Chat completions should still be accessible
+			expect(client.chat).toBeDefined()
+			expect(client.chat.completions).toBeDefined()
+			expect(client.createChatCompletion).toBeDefined()
+			expect(client.chatCompletion).toBeDefined()
+		})
+	})
+})
diff --git a/packages/openai-sdk-ts/src/infinite-chat.ts b/packages/openai-sdk-ts/src/infinite-chat.ts
new file mode 100644
index 00000000..ed335d82
--- /dev/null
+++ b/packages/openai-sdk-ts/src/infinite-chat.ts
@@ -0,0 +1,133 @@
+import OpenAI from "openai"
+
+interface SupermemoryInfiniteChatConfigBase {
+	providerApiKey: string
+	headers?: Record<string, string>
+}
+
+interface SupermemoryInfiniteChatConfigWithProviderName
+	extends SupermemoryInfiniteChatConfigBase {
+	providerName: keyof typeof providerMap
+	providerUrl?: never
+}
+
+interface SupermemoryInfiniteChatConfigWithProviderUrl
+	extends SupermemoryInfiniteChatConfigBase {
+	providerUrl: string
+	providerName?: never
+}
+
+export type SupermemoryInfiniteChatConfig =
+	| SupermemoryInfiniteChatConfigWithProviderName
+	| SupermemoryInfiniteChatConfigWithProviderUrl
+
+type SupermemoryApiKey = string
+
+const providerMap = {
+	openai: "https://api.openai.com/v1",
+	anthropic: "https://api.anthropic.com/v1",
+	openrouter: "https://openrouter.ai/api/v1",
+	deepinfra: "https://api.deepinfra.com/v1/openai",
+	groq: "https://api.groq.com/openai/v1",
+	google: "https://generativelanguage.googleapis.com/v1beta/openai",
+	cloudflare: "https://gateway.ai.cloudflare.com/v1/*/unlimited-context/openai",
+} as const
+
+/**
+ * Enhanced OpenAI client with supermemory integration
+ * Only chat completions are supported - all other OpenAI API endpoints are disabled
+ */
+export class SupermemoryOpenAI extends OpenAI {
+	private supermemoryApiKey: string
+
+	constructor(
+		supermemoryApiKey: SupermemoryApiKey,
+		config?: SupermemoryInfiniteChatConfig,
+	) {
+		const baseURL = config?.providerName
+			? providerMap[config.providerName]
+			: (config?.providerUrl ?? "https://api.openai.com/v1")
+
+		super({
+			apiKey: config?.providerApiKey,
+			baseURL,
+			defaultHeaders: {
+				"x-supermemory-api-key": supermemoryApiKey,
+				...config?.headers,
+			},
+		})
+
+		this.supermemoryApiKey = supermemoryApiKey
+
+		// Disable all non-chat completion endpoints
+		this.disableUnsupportedEndpoints()
+	}
+
+	/**
+	 * Disable all OpenAI endpoints except chat completions
+	 */
+	private disableUnsupportedEndpoints() {
+		const unsupportedError = (): never => {
+			throw new Error(
+				"Supermemory only supports chat completions. Use chatCompletion() or chat.completions.create() instead.",
+			)
+		}
+
+		// Override all other OpenAI API endpoints using Object.defineProperty
+		const endpoints = [
+			"embeddings",
+			"fineTuning",
+			"images",
+			"audio",
+			"models",
+			"moderations",
+			"files",
+			"batches",
+			"uploads",
+			"beta",
+		]
+
+		for (const endpoint of endpoints) {
+			Object.defineProperty(this, endpoint, {
+				get: unsupportedError,
+				configurable: true,
+			})
+		}
+	}
+
+	/**
+	 * Create chat completions with infinite context support
+	 */
+	async createChatCompletion<
+		T extends OpenAI.Chat.Completions.ChatCompletionCreateParams,
+	>(params: T) {
+		return this.chat.completions.create(params)
+	}
+
+	/**
+	 * Create chat completions with simplified interface
+	 */
+	async chatCompletion(
+		messages: OpenAI.Chat.Completions.ChatCompletionMessageParam[],
+		options?: {
+			model?: string
+			temperature?: number
+			maxTokens?: number
+			tools?: OpenAI.Chat.Completions.ChatCompletionTool[]
+			toolChoice?: OpenAI.Chat.Completions.ChatCompletionToolChoiceOption
+			stream?: boolean
+		},
+	) {
+		const params = {
+			model: options?.model ?? "gpt-4o",
+			messages,
+			temperature: options?.temperature,
+			max_tokens: options?.maxTokens,
+			tools: options?.tools,
+			tool_choice: options?.toolChoice,
+			stream: options?.stream,
+		} satisfies OpenAI.Chat.Completions.ChatCompletionCreateParams
+
+		return this.chat.completions.create(params)
+	}
+}
diff --git a/packages/openai-sdk-ts/src/tools.test.ts b/packages/openai-sdk-ts/src/tools.test.ts
new file mode 100644
index 00000000..6e334c73
--- /dev/null
+++ b/packages/openai-sdk-ts/src/tools.test.ts
@@ -0,0 +1,297 @@
+import { describe, expect, it } from "vitest"
+import {
+	SupermemoryTools,
+	createSupermemoryTools,
+	getMemoryToolDefinitions,
+	executeMemoryToolCalls,
+	createSearchMemoriesTool,
+	createAddMemoryTool,
+	type SupermemoryToolsConfig,
+} from "./tools"
+import { SupermemoryOpenAI } from "./infinite-chat"
+
+import "dotenv/config"
+
+describe("SupermemoryTools", () => {
+	// Required API keys - tests will fail if not provided
+	const testApiKey = process.env.SUPERMEMORY_API_KEY
+	const testProviderApiKey = process.env.PROVIDER_API_KEY
+
+	if (!testApiKey) {
+		throw new Error(
+			"SUPERMEMORY_API_KEY environment variable is required for tests",
+		)
+	}
+	if (!testProviderApiKey) {
+		throw new Error(
+			"PROVIDER_API_KEY environment variable is required for tests",
+		)
+	}
+
+	// Optional configuration with defaults
+	const testBaseUrl = process.env.SUPERMEMORY_BASE_URL ?? undefined
+	const testModelName = process.env.MODEL_NAME || "gpt-4o-mini"
+
+	describe("tool initialization", () => {
+		it("should create tools with default configuration", () => {
+			const config: SupermemoryToolsConfig = {}
+			const tools = new SupermemoryTools(testApiKey, config)
+
+			expect(tools).toBeDefined()
+			expect(tools.getToolDefinitions()).toBeDefined()
+			expect(tools.getToolDefinitions().length).toBe(3)
+		})
+
+		it("should create tools with createSupermemoryTools helper", () => {
+			const tools = createSupermemoryTools(testApiKey, {
+				projectId: "test-project",
+			})
+
+			expect(tools).toBeDefined()
+			expect(tools.getToolDefinitions()).toBeDefined()
+		})
+
+		it("should create tools with custom baseUrl", () => {
+			const config: SupermemoryToolsConfig = {
+				baseUrl: testBaseUrl,
+			}
+			const tools = new SupermemoryTools(testApiKey, config)
+
+			expect(tools).toBeDefined()
+			expect(tools.getToolDefinitions().length).toBe(3)
+		})
+
+		it("should create tools with projectId configuration", () => {
+			const config: SupermemoryToolsConfig = {
+				projectId: "test-project-123",
+			}
+			const tools = new SupermemoryTools(testApiKey, config)
+
+			expect(tools).toBeDefined()
+			expect(tools.getToolDefinitions().length).toBe(3)
+		})
+
+		it("should create tools with custom container tags", () => {
+			const config: SupermemoryToolsConfig = {
+				containerTags: ["custom-tag-1", "custom-tag-2"],
+			}
+			const tools = new SupermemoryTools(testApiKey, config)
+
+			expect(tools).toBeDefined()
+			expect(tools.getToolDefinitions().length).toBe(3)
+		})
+	})
+
+	describe("tool definitions", () => {
+		it("should return proper OpenAI function definitions", () => {
+			const definitions = getMemoryToolDefinitions()
+
+			expect(definitions).toBeDefined()
+			expect(definitions.length).toBe(3)
+
+			// Check searchMemories
+			const searchTool = definitions.find(
+				(d) => d.function.name === "searchMemories",
+			)
+			expect(searchTool).toBeDefined()
+			expect(searchTool!.type).toBe("function")
+			expect(searchTool!.function.parameters?.required).toContain(
+				"informationToGet",
+			)
+
+			// Check addMemory
+			const addTool = definitions.find((d) => d.function.name === "addMemory")
+			expect(addTool).toBeDefined()
+			expect(addTool!.type).toBe("function")
+			expect(addTool!.function.parameters?.required).toContain("memory")
+		})
+
+		it("should have consistent tool definitions from class and helper", () => {
+			const tools = new SupermemoryTools(testApiKey)
+			const classDefinitions = tools.getToolDefinitions()
+			const helperDefinitions = getMemoryToolDefinitions()
+
+			expect(classDefinitions).toEqual(helperDefinitions)
+		})
+	})
+
+	describe("memory operations", () => {
+		it("should search memories", async () => {
+			const tools = new SupermemoryTools(testApiKey, {
+				projectId: "test-search",
+				baseUrl: testBaseUrl,
+			})
+
+			const result = await tools.searchMemories({
+				informationToGet: "test preferences",
+				limit: 5,
+			})
+
+			expect(result).toBeDefined()
+			expect(result.success).toBeDefined()
+			expect(typeof result.success).toBe("boolean")
+
+			if (result.success) {
+				expect(result.results).toBeDefined()
+				expect(result.count).toBeDefined()
+				expect(typeof result.count).toBe("number")
+			} else {
+				expect(result.error).toBeDefined()
+			}
+		})
+
+		it("should add memory", async () => {
+			const tools = new SupermemoryTools(testApiKey, {
+				containerTags: ["test-add-memory"],
+				baseUrl: testBaseUrl,
+			})
+
+			const result = await tools.addMemory({
+				memory: "User prefers dark roast coffee in the morning - test memory",
+			})
+
+			expect(result).toBeDefined()
+			expect(result.success).toBeDefined()
+			expect(typeof result.success).toBe("boolean")
+
+			if (result.success) {
+				expect(result.memory).toBeDefined()
+			} else {
+				expect(result.error).toBeDefined()
+			}
+		})
+	})
+
+	describe("individual tool creators", () => {
+		it("should create individual search tool", () => {
+			const searchTool = createSearchMemoriesTool(testApiKey, {
+				projectId: "test-individual",
+			})
+
+			expect(searchTool).toBeDefined()
+			expect(searchTool.definition).toBeDefined()
+			expect(searchTool.execute).toBeDefined()
+			expect(searchTool.definition.function.name).toBe("searchMemories")
+		})
+
+		it("should create individual add tool", () => {
+			const addTool = createAddMemoryTool(testApiKey, {
+				projectId: "test-individual",
+			})
+
+			expect(addTool).toBeDefined()
+			expect(addTool.definition).toBeDefined()
+			expect(addTool.execute).toBeDefined()
+			expect(addTool.definition.function.name).toBe("addMemory")
+		})
+	})
+
+	describe("OpenAI integration", () => {
+		it("should work with SupermemoryOpenAI for function calling", async () => {
+			const client = new SupermemoryOpenAI(testApiKey, {
+				providerName: "openai",
+				providerApiKey: testProviderApiKey,
+			})
+
+			const tools = new SupermemoryTools(testApiKey, {
+				projectId: "test-openai-integration",
+				baseUrl: testBaseUrl,
+			})
+
+			const response = await client.chatCompletion(
+				[
+					{
+						role: "system",
+						content:
+							"You are a helpful assistant with access to user memories. When the user asks you to remember something, use the addMemory tool.",
+					},
+					{
+						role: "user",
+						content: "Please remember that I prefer tea over coffee",
+					},
+				],
+				{
+					model: testModelName,
+					tools: tools.getToolDefinitions(),
+				},
+			)
+
+			expect(response).toBeDefined()
+			expect("choices" in response).toBe(true)
+
+			if ("choices" in response) {
+				const choice = response.choices[0]!
+				expect(choice.message).toBeDefined()
+
+				// If the model decided to use function calling, test the execution
+				if (choice.message.tool_calls && choice.message.tool_calls.length > 0) {
+					const toolResults = await executeMemoryToolCalls(
+						testApiKey,
+						choice.message.tool_calls,
+						{
+							projectId: "test-openai-integration",
+							baseUrl: testBaseUrl,
+						},
+					)
+
+					expect(toolResults).toBeDefined()
+					expect(toolResults.length).toBe(choice.message.tool_calls.length)
+
+					for (const result of toolResults) {
+						expect(result.role).toBe("tool")
+						expect(result.content).toBeDefined()
+						expect(result.tool_call_id).toBeDefined()
+					}
+				}
+			}
+		})
+
+		it("should handle multiple tool calls", async () => {
+			const tools = new SupermemoryTools(testApiKey, {
+				containerTags: ["test-multi-tools"],
+				baseUrl: testBaseUrl,
+			})
+
+			// Simulate tool calls (normally these would come from OpenAI)
+			const mockToolCalls = [
+				{
+					id: "call_1",
+					type: "function" as const,
+					function: {
+						name: "searchMemories",
+						arguments: JSON.stringify({ informationToGet: "preferences" }),
+					},
+				},
+				{
+					id: "call_2",
+					type: "function" as const,
+					function: {
+						name: "addMemory",
+						arguments: JSON.stringify({
+							memory: "Test memory for multiple calls",
+						}),
+					},
+				},
+			]
+
+			const results = await executeMemoryToolCalls(testApiKey, mockToolCalls, {
+				containerTags: ["test-multi-tools"],
+				baseUrl: testBaseUrl,
+			})
+
+			expect(results).toBeDefined()
+			expect(results.length).toBe(2)
+
+			expect(results[0]!.tool_call_id).toBe("call_1")
+			expect(results[1]!.tool_call_id).toBe("call_2")
+
+			for (const result of results) {
+				expect(result.role).toBe("tool")
+				expect(result.content).toBeDefined()
+
+				const content = JSON.parse(result.content as string)
+				expect(content.success).toBeDefined()
+			}
+		})
+	})
+})
diff --git a/packages/openai-sdk-ts/src/tools.ts b/packages/openai-sdk-ts/src/tools.ts
new file mode 100644
index 00000000..ccba6968
--- /dev/null
+++ b/packages/openai-sdk-ts/src/tools.ts
@@ -0,0 +1,299 @@
+import type OpenAI from "openai"
+import Supermemory from "supermemory"
+
+/**
+ * Supermemory configuration
+ * Only one of `projectId` or `containerTags` can be provided.
+ */
+export interface SupermemoryToolsConfig {
+	baseUrl?: string
+	containerTags?: string[]
+	projectId?: string
+}
+
+/**
+ * Result types for memory operations
+ */
+export interface MemorySearchResult {
+	success: boolean
+	results?: Awaited<ReturnType<Supermemory["search"]["execute"]>>["results"]
+	count?: number
+	error?: string
+}
+
+export interface MemoryAddResult {
+	success: boolean
+	memory?: Awaited<ReturnType<Supermemory["memories"]["add"]>>
+	error?: string
+}
+
+export interface MemoryFetchResult {
+	success: boolean
+	memory?: Awaited<ReturnType<Supermemory["memories"]["get"]>>
+	error?: string
+}
+
+/**
+ * Function schemas for OpenAI function calling
+ */
+export const memoryToolSchemas = {
+	searchMemories: {
+		name: "searchMemories",
+		description:
+			"Search (recall) memories/details/information about the user or other facts or entities. Run when explicitly asked or when context about user's past choices would be helpful.",
+		parameters: {
+			type: "object",
+			properties: {
+				informationToGet: {
+					type: "string",
+					description: "Terms to search for in the user's memories",
+				},
+				includeFullDocs: {
+					type: "boolean",
+					description:
+						"Whether to include the full document content in the response. Defaults to true for better AI context.",
+					default: true,
+				},
+				limit: {
+					type: "number",
+					description: "Maximum number of results to return",
+					default: 10,
+				},
+			},
+			required: ["informationToGet"],
+		},
+	} satisfies OpenAI.FunctionDefinition,
+
+	addMemory: {
+		name: "addMemory",
+		description:
+			"Add (remember) memories/details/information about the user or other facts or entities. Run when explicitly asked or when the user mentions any information generalizable beyond the context of the current conversation.",
+		parameters: {
+			type: "object",
+			properties: {
+				memory: {
+					type: "string",
+					description:
+						"The text content of the memory to add. This should be a single sentence or a short paragraph.",
+				},
+			},
+			required: ["memory"],
+		},
+	} satisfies OpenAI.FunctionDefinition,
+} as const
+
+/**
+ * Create memory tool handlers for OpenAI function calling
+ */
+export class SupermemoryTools {
+	private client: Supermemory
+	private containerTags: string[]
+
+	constructor(apiKey: string, config?: SupermemoryToolsConfig) {
+		this.client = new Supermemory({
+			apiKey,
+			...(config?.baseUrl && { baseURL: config.baseUrl }),
+		})
+
+		this.containerTags = config?.projectId
+			? [`sm_project_${config.projectId}`]
+			: (config?.containerTags ?? ["sm_project_default"])
+	}
+
+	/**
+	 * Get OpenAI function definitions for all memory tools
+	 */
+	getToolDefinitions(): OpenAI.Chat.Completions.ChatCompletionTool[] {
+		return [
+			{ type: "function", function: memoryToolSchemas.searchMemories },
+			{ type: "function", function: memoryToolSchemas.addMemory },
+		]
+	}
+
+	/**
+	 * Execute a tool call based on the function name and arguments
+	 */
+	async executeToolCall(
+		toolCall: OpenAI.Chat.Completions.ChatCompletionMessageToolCall,
+	): Promise<string> {
+		const functionName = toolCall.function.name
+		const args = JSON.parse(toolCall.function.arguments)
+
+		switch (functionName) {
+			case "searchMemories":
+				return JSON.stringify(await this.searchMemories(args))
+			case "addMemory":
+				return JSON.stringify(await this.addMemory(args))
+			default:
+				return JSON.stringify({
+					success: false,
+					error: `Unknown function: ${functionName}`,
+				})
+		}
+	}
+
+	/**
+	 * Search memories
+	 */
+	async searchMemories({
+		informationToGet,
+		includeFullDocs = true,
+		limit = 10,
+	}: {
+		informationToGet: string
+		includeFullDocs?: boolean
+		limit?: number
+	}): Promise<MemorySearchResult> {
+		try {
+			const response = await this.client.search.execute({
+				q: informationToGet,
+				containerTags: this.containerTags,
+				limit,
+				chunkThreshold: 0.6,
+				includeFullDocs,
+			})
+
+			return {
+				success: true,
+				results: response.results,
+				count: response.results?.length || 0,
+			}
+		} catch (error) {
+			return {
+				success: false,
+				error: error instanceof Error ? error.message : "Unknown error",
+			}
+		}
+	}
+
+	/**
+	 * Add a memory
+	 */
+	async addMemory({ memory }: { memory: string }): Promise<MemoryAddResult> {
+		try {
+			const metadata: Record<string, string | number | boolean> = {}
+
+			const response = await this.client.memories.add({
+				content: memory,
+				containerTags: this.containerTags,
+				...(Object.keys(metadata).length > 0 && { metadata }),
+			})
+
+			return {
+				success: true,
+				memory: response,
+			}
+		} catch (error) {
+			return {
+				success: false,
+				error: error instanceof Error ? error.message : "Unknown error",
+			}
+		}
+	}
+
+	/**
+	 * Fetch a specific memory by ID
+	 */
+	async fetchMemory({
+		memoryId,
+	}: {
+		memoryId: string
+	}): Promise<MemoryFetchResult> {
+		try {
+			const response = await this.client.memories.get(memoryId)
+
+			return {
+				success: true,
+				memory: response,
+			}
+		} catch (error) {
+			return {
+				success: false,
+				error: error instanceof Error ? error.message : "Unknown error",
+			}
+		}
+	}
+}
+
+/**
+ * Helper function to create SupermemoryTools instance
+ */
+export function createSupermemoryTools(
+	apiKey: string,
+	config?: SupermemoryToolsConfig,
+): SupermemoryTools {
+	return new SupermemoryTools(apiKey, config)
+}
+
+/**
+ * Get OpenAI function definitions for memory tools
+ */
+export function getMemoryToolDefinitions(): OpenAI.Chat.Completions.ChatCompletionTool[] {
+	return [
+		{ type: "function", function: memoryToolSchemas.searchMemories },
+		{ type: "function", function: memoryToolSchemas.addMemory },
+	]
+}
+
+/**
+ * Execute tool calls from OpenAI function calling
+ */
+export async function executeMemoryToolCalls(
+	apiKey: string,
+	toolCalls: OpenAI.Chat.Completions.ChatCompletionMessageToolCall[],
+	config?: SupermemoryToolsConfig,
+): Promise<OpenAI.Chat.Completions.ChatCompletionToolMessageParam[]> {
+	const tools = new SupermemoryTools(apiKey, config)
+
+	const results = await Promise.all(
+		toolCalls.map(async (toolCall) => {
+			const result = await tools.executeToolCall(toolCall)
+			return {
+				tool_call_id: toolCall.id,
+				role: "tool" as const,
+				content: result,
+			}
+		}),
+	)
+
+	return results
+}
+
+/**
+ * Individual tool creators for more granular control
+ */
+export function createSearchMemoriesTool(
+	apiKey: string,
+	config?: SupermemoryToolsConfig,
+) {
+	return {
+		definition: {
+			type: "function" as const,
+			function: memoryToolSchemas.searchMemories,
+		},
+		execute: (args: {
+			informationToGet: string
+			includeFullDocs?: boolean
+			limit?: number
+		}) => {
+			const tools = new SupermemoryTools(apiKey, config)
+			return tools.searchMemories(args)
+		},
+	}
+}
+
+export function createAddMemoryTool(
+	apiKey: string,
+	config?: SupermemoryToolsConfig,
+) {
+	return {
+		definition: {
+			type: "function" as const,
+			function: memoryToolSchemas.addMemory,
+		},
+		execute: (args: { memory: string }) => {
+			const tools = new SupermemoryTools(apiKey, config)
+			return tools.addMemory(args)
+		},
+	}
+}
diff --git a/packages/openai-sdk-ts/tsconfig.json b/packages/openai-sdk-ts/tsconfig.json
new file mode 100644
index 00000000..d40ba072
--- /dev/null
+++ b/packages/openai-sdk-ts/tsconfig.json
@@ -0,0 +1,12 @@
+{
+	"extends": "@total-typescript/tsconfig/bundler/dom/library-monorepo",
+	"compilerOptions": {
+		"baseUrl": ".",
+		"paths": {
+			"@/*": ["./*"],
+			"@lib/*": ["../lib/*"]
+		},
+		"declaration": true,
+		"declarationMap": true
+	}
+}
diff --git a/packages/openai-sdk-ts/tsdown.config.ts b/packages/openai-sdk-ts/tsdown.config.ts
new file mode 100644
index 00000000..f587b211
--- /dev/null
+++ b/packages/openai-sdk-ts/tsdown.config.ts
@@ -0,0 +1,15 @@
+import { defineConfig } from "tsdown"
+
+export default defineConfig({
+	entry: ["src/index.ts"],
+	format: "esm",
+	sourcemap: true,
+	target: "es2020",
+	tsconfig: "./tsconfig.json",
+	clean: true,
+	minify: true,
+	dts: {
+		sourcemap: true,
+	},
+	exports: true,
+})