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Diffstat (limited to 'packages/openai-sdk-python')
| -rw-r--r-- | packages/openai-sdk-python/README.md | 318 | ||||
| -rw-r--r-- | packages/openai-sdk-python/pyproject.toml | 96 | ||||
| -rw-r--r-- | packages/openai-sdk-python/src/__init__.py | 54 | ||||
| -rw-r--r-- | packages/openai-sdk-python/src/infinite_chat.py | 268 | ||||
| -rw-r--r-- | packages/openai-sdk-python/src/tools.py | 366 | ||||
| -rw-r--r-- | packages/openai-sdk-python/tests/__init__.py | 1 | ||||
| -rw-r--r-- | packages/openai-sdk-python/tests/test_infinite_chat.py | 387 | ||||
| -rw-r--r-- | packages/openai-sdk-python/tests/test_tools.py | 350 | ||||
| -rw-r--r-- | packages/openai-sdk-python/uv.lock | 1313 |
9 files changed, 3153 insertions, 0 deletions
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", +] + + +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 + + +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 + + +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 + + +def test_provider_url() -> str: + """Get test provider URL from environment.""" + return os.getenv("PROVIDER_URL", "") + + +def test_model_name() -> str: + """Get test model name from environment.""" + return os.getenv("MODEL_NAME", "gpt-4o-mini") + + +def test_headers() -> dict: + """Get test headers.""" + return {"custom-header": "test-value"} + + +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, +) + + +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 + + +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 + + +def test_base_url() -> str: + """Get test base URL from environment.""" + return os.getenv("SUPERMEMORY_BASE_URL", "") + + +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 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