diff options
Diffstat (limited to 'autogpts/autogpt/autogpt/memory/vector/__init__.py')
| -rw-r--r-- | autogpts/autogpt/autogpt/memory/vector/__init__.py | 46 |
1 files changed, 24 insertions, 22 deletions
diff --git a/autogpts/autogpt/autogpt/memory/vector/__init__.py b/autogpts/autogpt/autogpt/memory/vector/__init__.py index 238584e39..bcef31a41 100644 --- a/autogpts/autogpt/autogpt/memory/vector/__init__.py +++ b/autogpts/autogpt/autogpt/memory/vector/__init__.py @@ -1,8 +1,6 @@ -import logging - from autogpt.config import Config -from .memory_item import MemoryItem, MemoryItemRelevance +from .memory_item import MemoryItem, MemoryItemFactory, MemoryItemRelevance from .providers.base import VectorMemoryProvider as VectorMemory from .providers.json_file import JSONFileMemory from .providers.no_memory import NoMemory @@ -41,7 +39,8 @@ supported_memory = ["json_file", "no_memory"] def get_memory(config: Config) -> VectorMemory: - """Returns a memory object corresponding to the memory backend specified in the config. + """ + 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 @@ -50,11 +49,11 @@ def get_memory(config: Config) -> VectorMemory: 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. + 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. + VectorMemory: an instance of a memory object based on the configuration provided """ memory = None @@ -65,12 +64,12 @@ def get_memory(config: Config) -> VectorMemory: 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: " + "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/AutoGPT/discussions/4280" ) # if not PineconeMemory: - # logger.warn( + # logger.warning( # "Error: Pinecone is not installed. Please install pinecone" # " to use Pinecone as a memory backend." # ) @@ -85,7 +84,7 @@ def get_memory(config: Config) -> VectorMemory: "the memory system, and has been removed temporarily." ) # if not RedisMemory: - # logger.warn( + # logger.warning( # "Error: Redis is not installed. Please install redis-py to" # " use Redis as a memory backend." # ) @@ -95,14 +94,14 @@ def get_memory(config: Config) -> VectorMemory: 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: " + "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/AutoGPT/discussions/4280" ) # if not WeaviateMemory: - # logger.warn( - # "Error: Weaviate is not installed. Please install weaviate-client to" - # " use Weaviate as a memory backend." + # logger.warning( + # "Error: Weaviate is not installed. Please install weaviate-client" + # " to use Weaviate as a memory backend." # ) # else: # memory = WeaviateMemory(config) @@ -110,14 +109,15 @@ def get_memory(config: Config) -> VectorMemory: 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: " + "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/AutoGPT/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." + # logger.warning( + # "Error: pymilvus sdk is not installed, but required " + # "to use Milvus or Zilliz as memory backend. " + # "Please install pymilvus." # ) # else: # memory = MilvusMemory(config) @@ -127,7 +127,8 @@ def get_memory(config: Config) -> VectorMemory: case _: raise ValueError( - f"Unknown memory backend '{config.memory_backend}'. Please check your config." + f"Unknown memory backend '{config.memory_backend}'." + " Please check your config." ) if memory is None: @@ -143,6 +144,7 @@ def get_supported_memory_backends(): __all__ = [ "get_memory", "MemoryItem", + "MemoryItemFactory", "MemoryItemRelevance", "JSONFileMemory", "NoMemory", |