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Diffstat (limited to 'autogpt/memory/vector/__init__.py')
| -rw-r--r-- | autogpt/memory/vector/__init__.py | 153 |
1 files changed, 0 insertions, 153 deletions
diff --git a/autogpt/memory/vector/__init__.py b/autogpt/memory/vector/__init__.py deleted file mode 100644 index 414a28006..000000000 --- a/autogpt/memory/vector/__init__.py +++ /dev/null @@ -1,153 +0,0 @@ -from autogpt.config import Config -from autogpt.logs import logger - -from .memory_item import MemoryItem, MemoryItemRelevance -from .providers.base import VectorMemoryProvider as VectorMemory -from .providers.json_file import JSONFileMemory -from .providers.no_memory import NoMemory - -# List of supported memory backends -# Add a backend to this list if the import attempt is successful -supported_memory = ["json_file", "no_memory"] - -# try: -# from .providers.redis import RedisMemory - -# supported_memory.append("redis") -# except ImportError: -# RedisMemory = None - -# try: -# from .providers.pinecone import PineconeMemory - -# supported_memory.append("pinecone") -# except ImportError: -# PineconeMemory = None - -# try: -# from .providers.weaviate import WeaviateMemory - -# supported_memory.append("weaviate") -# except ImportError: -# WeaviateMemory = None - -# try: -# from .providers.milvus import MilvusMemory - -# supported_memory.append("milvus") -# except ImportError: -# MilvusMemory = None - - -def get_memory(config: Config) -> VectorMemory: - """Returns a memory object corresponding to the memory backend specified in the config. - - The type of memory object returned depends on the value of the `memory_backend` - attribute in the configuration. E.g. if `memory_backend` is set to "pinecone", a - `PineconeMemory` object is returned. If it is set to "redis", a `RedisMemory` - object is returned. - By default, a `JSONFileMemory` object is returned. - - Params: - config: A configuration object that contains information about the memory backend - to be used and other relevant parameters. - - Returns: - VectorMemory: an instance of a memory object based on the configuration provided. - """ - memory = None - - match config.memory_backend: - case "json_file": - memory = JSONFileMemory(config) - - case "pinecone": - raise NotImplementedError( - "The Pinecone memory backend has been rendered incompatible by work on " - "the memory system, and was removed. Whether support will be added back " - "in the future is subject to discussion, feel free to pitch in: " - "https://github.com/Significant-Gravitas/Auto-GPT/discussions/4280" - ) - # if not PineconeMemory: - # logger.warn( - # "Error: Pinecone is not installed. Please install pinecone" - # " to use Pinecone as a memory backend." - # ) - # else: - # memory = PineconeMemory(config) - # if clear: - # memory.clear() - - case "redis": - raise NotImplementedError( - "The Redis memory backend has been rendered incompatible by work on " - "the memory system, and has been removed temporarily." - ) - # if not RedisMemory: - # logger.warn( - # "Error: Redis is not installed. Please install redis-py to" - # " use Redis as a memory backend." - # ) - # else: - # memory = RedisMemory(config) - - case "weaviate": - raise NotImplementedError( - "The Weaviate memory backend has been rendered incompatible by work on " - "the memory system, and was removed. Whether support will be added back " - "in the future is subject to discussion, feel free to pitch in: " - "https://github.com/Significant-Gravitas/Auto-GPT/discussions/4280" - ) - # if not WeaviateMemory: - # logger.warn( - # "Error: Weaviate is not installed. Please install weaviate-client to" - # " use Weaviate as a memory backend." - # ) - # else: - # memory = WeaviateMemory(config) - - case "milvus": - raise NotImplementedError( - "The Milvus memory backend has been rendered incompatible by work on " - "the memory system, and was removed. Whether support will be added back " - "in the future is subject to discussion, feel free to pitch in: " - "https://github.com/Significant-Gravitas/Auto-GPT/discussions/4280" - ) - # if not MilvusMemory: - # logger.warn( - # "Error: pymilvus sdk is not installed." - # "Please install pymilvus to use Milvus or Zilliz Cloud as memory backend." - # ) - # else: - # memory = MilvusMemory(config) - - case "no_memory": - memory = NoMemory() - - case _: - raise ValueError( - f"Unknown memory backend '{config.memory_backend}'. Please check your config." - ) - - if memory is None: - memory = JSONFileMemory(config) - - return memory - - -def get_supported_memory_backends(): - return supported_memory - - -__all__ = [ - "get_memory", - "MemoryItem", - "MemoryItemRelevance", - "JSONFileMemory", - "NoMemory", - "VectorMemory", - # "RedisMemory", - # "PineconeMemory", - # "MilvusMemory", - # "WeaviateMemory", -] |