repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
value | license stringclasses 7
values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 14:38:15 2026-01-05 02:33:18 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/faiss.py | mem0/configs/vector_stores/faiss.py | from typing import Any, Dict, Optional
from pydantic import BaseModel, ConfigDict, Field, model_validator
class FAISSConfig(BaseModel):
collection_name: str = Field("mem0", description="Default name for the collection")
path: Optional[str] = Field(None, description="Path to store FAISS index and metadata")
... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/cassandra.py | mem0/configs/vector_stores/cassandra.py | from typing import Any, Dict, List, Optional
from pydantic import BaseModel, Field, model_validator
class CassandraConfig(BaseModel):
"""Configuration for Apache Cassandra vector database."""
contact_points: List[str] = Field(
...,
description="List of contact point addresses (e.g., ['127.0.... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/milvus.py | mem0/configs/vector_stores/milvus.py | from enum import Enum
from typing import Any, Dict
from pydantic import BaseModel, ConfigDict, Field, model_validator
class MetricType(str, Enum):
"""
Metric Constant for milvus/ zilliz server.
"""
def __str__(self) -> str:
return str(self.value)
L2 = "L2"
IP = "IP"
COSINE = "CO... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/redis.py | mem0/configs/vector_stores/redis.py | from typing import Any, Dict
from pydantic import BaseModel, ConfigDict, Field, model_validator
# TODO: Upgrade to latest pydantic version
class RedisDBConfig(BaseModel):
redis_url: str = Field(..., description="Redis URL")
collection_name: str = Field("mem0", description="Collection name")
embedding_mod... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/mongodb.py | mem0/configs/vector_stores/mongodb.py | from typing import Any, Dict, Optional
from pydantic import BaseModel, Field, model_validator
class MongoDBConfig(BaseModel):
"""Configuration for MongoDB vector database."""
db_name: str = Field("mem0_db", description="Name of the MongoDB database")
collection_name: str = Field("mem0", description="Nam... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/supabase.py | mem0/configs/vector_stores/supabase.py | from enum import Enum
from typing import Any, Dict, Optional
from pydantic import BaseModel, Field, model_validator
class IndexMethod(str, Enum):
AUTO = "auto"
HNSW = "hnsw"
IVFFLAT = "ivfflat"
class IndexMeasure(str, Enum):
COSINE = "cosine_distance"
L2 = "l2_distance"
L1 = "l1_distance"
... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/pgvector.py | mem0/configs/vector_stores/pgvector.py | from typing import Any, Dict, Optional
from pydantic import BaseModel, Field, model_validator
class PGVectorConfig(BaseModel):
dbname: str = Field("postgres", description="Default name for the database")
collection_name: str = Field("mem0", description="Default name for the collection")
embedding_model_d... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/opensearch.py | mem0/configs/vector_stores/opensearch.py | from typing import Any, Dict, Optional, Type, Union
from pydantic import BaseModel, Field, model_validator
class OpenSearchConfig(BaseModel):
collection_name: str = Field("mem0", description="Name of the index")
host: str = Field("localhost", description="OpenSearch host")
port: int = Field(9200, descrip... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/azure_ai_search.py | mem0/configs/vector_stores/azure_ai_search.py | from typing import Any, Dict, Optional
from pydantic import BaseModel, ConfigDict, Field, model_validator
class AzureAISearchConfig(BaseModel):
collection_name: str = Field("mem0", description="Name of the collection")
service_name: str = Field(None, description="Azure AI Search service name")
api_key: s... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/chroma.py | mem0/configs/vector_stores/chroma.py | from typing import Any, ClassVar, Dict, Optional
from pydantic import BaseModel, ConfigDict, Field, model_validator
class ChromaDbConfig(BaseModel):
try:
from chromadb.api.client import Client
except ImportError:
raise ImportError("The 'chromadb' library is required. Please install it using '... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/s3_vectors.py | mem0/configs/vector_stores/s3_vectors.py | from typing import Any, Dict, Optional
from pydantic import BaseModel, ConfigDict, Field, model_validator
class S3VectorsConfig(BaseModel):
vector_bucket_name: str = Field(description="Name of the S3 Vector bucket")
collection_name: str = Field("mem0", description="Name of the vector index")
embedding_mo... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/azure_mysql.py | mem0/configs/vector_stores/azure_mysql.py | from typing import Any, Dict, Optional
from pydantic import BaseModel, Field, model_validator
class AzureMySQLConfig(BaseModel):
"""Configuration for Azure MySQL vector database."""
host: str = Field(..., description="MySQL server host (e.g., myserver.mysql.database.azure.com)")
port: int = Field(3306, ... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/__init__.py | mem0/configs/vector_stores/__init__.py | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false | |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/pinecone.py | mem0/configs/vector_stores/pinecone.py | import os
from typing import Any, Dict, Optional
from pydantic import BaseModel, ConfigDict, Field, model_validator
class PineconeConfig(BaseModel):
"""Configuration for Pinecone vector database."""
collection_name: str = Field("mem0", description="Name of the index/collection")
embedding_model_dims: in... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/baidu.py | mem0/configs/vector_stores/baidu.py | from typing import Any, Dict
from pydantic import BaseModel, ConfigDict, Field, model_validator
class BaiduDBConfig(BaseModel):
endpoint: str = Field("http://localhost:8287", description="Endpoint URL for Baidu VectorDB")
account: str = Field("root", description="Account for Baidu VectorDB")
api_key: str... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/langchain.py | mem0/configs/vector_stores/langchain.py | from typing import Any, ClassVar, Dict
from pydantic import BaseModel, ConfigDict, Field, model_validator
class LangchainConfig(BaseModel):
try:
from langchain_community.vectorstores import VectorStore
except ImportError:
raise ImportError(
"The 'langchain_community' library is re... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/weaviate.py | mem0/configs/vector_stores/weaviate.py | from typing import Any, ClassVar, Dict, Optional
from pydantic import BaseModel, ConfigDict, Field, model_validator
class WeaviateConfig(BaseModel):
from weaviate import WeaviateClient
WeaviateClient: ClassVar[type] = WeaviateClient
collection_name: str = Field("mem0", description="Name of the collecti... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/elasticsearch.py | mem0/configs/vector_stores/elasticsearch.py | from collections.abc import Callable
from typing import Any, Dict, List, Optional
from pydantic import BaseModel, Field, model_validator
class ElasticsearchConfig(BaseModel):
collection_name: str = Field("mem0", description="Name of the index")
host: str = Field("localhost", description="Elasticsearch host")... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/vector_stores/qdrant.py | mem0/configs/vector_stores/qdrant.py | from typing import Any, ClassVar, Dict, Optional
from pydantic import BaseModel, ConfigDict, Field, model_validator
class QdrantConfig(BaseModel):
from qdrant_client import QdrantClient
QdrantClient: ClassVar[type] = QdrantClient
collection_name: str = Field("mem0", description="Name of the collection"... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/embeddings/__init__.py | mem0/configs/embeddings/__init__.py | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false | |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/embeddings/base.py | mem0/configs/embeddings/base.py | import os
from abc import ABC
from typing import Dict, Optional, Union
import httpx
from mem0.configs.base import AzureConfig
class BaseEmbedderConfig(ABC):
"""
Config for Embeddings.
"""
def __init__(
self,
model: Optional[str] = None,
api_key: Optional[str] = None,
... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/rerankers/llm.py | mem0/configs/rerankers/llm.py | from typing import Optional
from pydantic import Field
from mem0.configs.rerankers.base import BaseRerankerConfig
class LLMRerankerConfig(BaseRerankerConfig):
"""
Configuration for LLM-based reranker.
Attributes:
model (str): LLM model to use for reranking. Defaults to "gpt-4o-mini".
... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/rerankers/huggingface.py | mem0/configs/rerankers/huggingface.py | from typing import Optional
from pydantic import Field
from mem0.configs.rerankers.base import BaseRerankerConfig
class HuggingFaceRerankerConfig(BaseRerankerConfig):
"""
Configuration class for HuggingFace reranker-specific parameters.
Inherits from BaseRerankerConfig and adds HuggingFace-specific setti... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/rerankers/config.py | mem0/configs/rerankers/config.py | from typing import Optional
from pydantic import BaseModel, Field
class RerankerConfig(BaseModel):
"""Configuration for rerankers."""
provider: str = Field(description="Reranker provider (e.g., 'cohere', 'sentence_transformer')", default="cohere")
config: Optional[dict] = Field(description="Provider-spe... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/rerankers/cohere.py | mem0/configs/rerankers/cohere.py | from typing import Optional
from pydantic import Field
from mem0.configs.rerankers.base import BaseRerankerConfig
class CohereRerankerConfig(BaseRerankerConfig):
"""
Configuration class for Cohere reranker-specific parameters.
Inherits from BaseRerankerConfig and adds Cohere-specific settings.
"""
... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/rerankers/__init__.py | mem0/configs/rerankers/__init__.py | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false | |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/rerankers/sentence_transformer.py | mem0/configs/rerankers/sentence_transformer.py | from typing import Optional
from pydantic import Field
from mem0.configs.rerankers.base import BaseRerankerConfig
class SentenceTransformerRerankerConfig(BaseRerankerConfig):
"""
Configuration class for Sentence Transformer reranker-specific parameters.
Inherits from BaseRerankerConfig and adds Sentence ... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/rerankers/base.py | mem0/configs/rerankers/base.py | from typing import Optional
from pydantic import BaseModel, Field
class BaseRerankerConfig(BaseModel):
"""
Base configuration for rerankers with only common parameters.
Provider-specific configurations should be handled by separate config classes.
This class contains only the parameters that are comm... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/configs/rerankers/zero_entropy.py | mem0/configs/rerankers/zero_entropy.py | from typing import Optional
from pydantic import Field
from mem0.configs.rerankers.base import BaseRerankerConfig
class ZeroEntropyRerankerConfig(BaseRerankerConfig):
"""
Configuration for Zero Entropy reranker.
Attributes:
model (str): Model to use for reranking. Defaults to "zerank-1".
... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/client/main.py | mem0/client/main.py | import hashlib
import logging
import os
import warnings
from typing import Any, Dict, List, Optional
import httpx
import requests
from mem0.client.project import AsyncProject, Project
from mem0.client.utils import api_error_handler
# Exception classes are referenced in docstrings only
from mem0.memory.setup import ge... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | true |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/client/utils.py | mem0/client/utils.py | import json
import logging
import httpx
from mem0.exceptions import (
NetworkError,
create_exception_from_response,
)
logger = logging.getLogger(__name__)
class APIError(Exception):
"""Exception raised for errors in the API.
Deprecated: Use specific exception classes from mem0.exceptions instea... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/client/__init__.py | mem0/client/__init__.py | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false | |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/client/project.py | mem0/client/project.py | import logging
from abc import ABC, abstractmethod
from typing import Any, Dict, List, Optional
import httpx
from pydantic import BaseModel, ConfigDict, Field
from mem0.client.utils import api_error_handler
from mem0.memory.telemetry import capture_client_event
# Exception classes are referenced in docstrings only
l... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/embeddings/ollama.py | mem0/embeddings/ollama.py | import subprocess
import sys
from typing import Literal, Optional
from mem0.configs.embeddings.base import BaseEmbedderConfig
from mem0.embeddings.base import EmbeddingBase
try:
from ollama import Client
except ImportError:
user_input = input("The 'ollama' library is required. Install it now? [y/N]: ")
if... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/embeddings/aws_bedrock.py | mem0/embeddings/aws_bedrock.py | import json
import os
from typing import Literal, Optional
try:
import boto3
except ImportError:
raise ImportError("The 'boto3' library is required. Please install it using 'pip install boto3'.")
import numpy as np
from mem0.configs.embeddings.base import BaseEmbedderConfig
from mem0.embeddings.base import E... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/embeddings/together.py | mem0/embeddings/together.py | import os
from typing import Literal, Optional
from together import Together
from mem0.configs.embeddings.base import BaseEmbedderConfig
from mem0.embeddings.base import EmbeddingBase
class TogetherEmbedding(EmbeddingBase):
def __init__(self, config: Optional[BaseEmbedderConfig] = None):
super().__init_... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/embeddings/configs.py | mem0/embeddings/configs.py | from typing import Optional
from pydantic import BaseModel, Field, field_validator
class EmbedderConfig(BaseModel):
provider: str = Field(
description="Provider of the embedding model (e.g., 'ollama', 'openai')",
default="openai",
)
config: Optional[dict] = Field(description="Configuratio... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/embeddings/lmstudio.py | mem0/embeddings/lmstudio.py | from typing import Literal, Optional
from openai import OpenAI
from mem0.configs.embeddings.base import BaseEmbedderConfig
from mem0.embeddings.base import EmbeddingBase
class LMStudioEmbedding(EmbeddingBase):
def __init__(self, config: Optional[BaseEmbedderConfig] = None):
super().__init__(config)
... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/embeddings/mock.py | mem0/embeddings/mock.py | from typing import Literal, Optional
from mem0.embeddings.base import EmbeddingBase
class MockEmbeddings(EmbeddingBase):
def embed(self, text, memory_action: Optional[Literal["add", "search", "update"]] = None):
"""
Generate a mock embedding with dimension of 10.
"""
return [0.1, ... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/embeddings/huggingface.py | mem0/embeddings/huggingface.py | import logging
from typing import Literal, Optional
from openai import OpenAI
from sentence_transformers import SentenceTransformer
from mem0.configs.embeddings.base import BaseEmbedderConfig
from mem0.embeddings.base import EmbeddingBase
logging.getLogger("transformers").setLevel(logging.WARNING)
logging.getLogger(... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/embeddings/__init__.py | mem0/embeddings/__init__.py | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false | |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/embeddings/vertexai.py | mem0/embeddings/vertexai.py | import os
from typing import Literal, Optional
from vertexai.language_models import TextEmbeddingInput, TextEmbeddingModel
from mem0.configs.embeddings.base import BaseEmbedderConfig
from mem0.embeddings.base import EmbeddingBase
from mem0.utils.gcp_auth import GCPAuthenticator
class VertexAIEmbedding(EmbeddingBase... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/embeddings/azure_openai.py | mem0/embeddings/azure_openai.py | import os
from typing import Literal, Optional
from azure.identity import DefaultAzureCredential, get_bearer_token_provider
from openai import AzureOpenAI
from mem0.configs.embeddings.base import BaseEmbedderConfig
from mem0.embeddings.base import EmbeddingBase
SCOPE = "https://cognitiveservices.azure.com/.default"
... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/embeddings/base.py | mem0/embeddings/base.py | from abc import ABC, abstractmethod
from typing import Literal, Optional
from mem0.configs.embeddings.base import BaseEmbedderConfig
class EmbeddingBase(ABC):
"""Initialized a base embedding class
:param config: Embedding configuration option class, defaults to None
:type config: Optional[BaseEmbedderCo... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/embeddings/fastembed.py | mem0/embeddings/fastembed.py | from typing import Optional, Literal
from mem0.embeddings.base import EmbeddingBase
from mem0.configs.embeddings.base import BaseEmbedderConfig
try:
from fastembed import TextEmbedding
except ImportError:
raise ImportError("FastEmbed is not installed. Please install it using `pip install fastembed`")
class ... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/embeddings/langchain.py | mem0/embeddings/langchain.py | from typing import Literal, Optional
from mem0.configs.embeddings.base import BaseEmbedderConfig
from mem0.embeddings.base import EmbeddingBase
try:
from langchain.embeddings.base import Embeddings
except ImportError:
raise ImportError("langchain is not installed. Please install it using `pip install langchai... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/embeddings/openai.py | mem0/embeddings/openai.py | import os
import warnings
from typing import Literal, Optional
from openai import OpenAI
from mem0.configs.embeddings.base import BaseEmbedderConfig
from mem0.embeddings.base import EmbeddingBase
class OpenAIEmbedding(EmbeddingBase):
def __init__(self, config: Optional[BaseEmbedderConfig] = None):
super... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/mem0/embeddings/gemini.py | mem0/embeddings/gemini.py | import os
from typing import Literal, Optional
from google import genai
from google.genai import types
from mem0.configs.embeddings.base import BaseEmbedderConfig
from mem0.embeddings.base import EmbeddingBase
class GoogleGenAIEmbedding(EmbeddingBase):
def __init__(self, config: Optional[BaseEmbedderConfig] = N... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/client.py | embedchain/embedchain/client.py | import json
import logging
import os
import uuid
import requests
from embedchain.constants import CONFIG_DIR, CONFIG_FILE
logger = logging.getLogger(__name__)
class Client:
def __init__(self, api_key=None, host="https://apiv2.embedchain.ai"):
self.config_data = self.load_config()
self.host = ho... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/cli.py | embedchain/embedchain/cli.py | import json
import os
import shutil
import signal
import subprocess
import sys
import tempfile
import time
import zipfile
from pathlib import Path
import click
import requests
from rich.console import Console
from embedchain.telemetry.posthog import AnonymousTelemetry
from embedchain.utils.cli import (
deploy_fly... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/constants.py | embedchain/embedchain/constants.py | import os
from pathlib import Path
ABS_PATH = os.getcwd()
HOME_DIR = os.environ.get("EMBEDCHAIN_CONFIG_DIR", str(Path.home()))
CONFIG_DIR = os.path.join(HOME_DIR, ".embedchain")
CONFIG_FILE = os.path.join(CONFIG_DIR, "config.json")
SQLITE_PATH = os.path.join(CONFIG_DIR, "embedchain.db")
# Set the environment variable... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/factory.py | embedchain/embedchain/factory.py | import importlib
def load_class(class_type):
module_path, class_name = class_type.rsplit(".", 1)
module = importlib.import_module(module_path)
return getattr(module, class_name)
class LlmFactory:
provider_to_class = {
"anthropic": "embedchain.llm.anthropic.AnthropicLlm",
"azure_opena... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/pipeline.py | embedchain/embedchain/pipeline.py | from embedchain.app import App
class Pipeline(App):
"""
This is deprecated. Use `App` instead.
"""
pass
| python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/__init__.py | embedchain/embedchain/__init__.py | import importlib.metadata
__version__ = importlib.metadata.version(__package__ or __name__)
from embedchain.app import App # noqa: F401
from embedchain.client import Client # noqa: F401
from embedchain.pipeline import Pipeline # noqa: F401
# Setup the user directory if doesn't exist already
Client.setup()
| python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/embedchain.py | embedchain/embedchain/embedchain.py | import hashlib
import json
import logging
from typing import Any, Optional, Union
from dotenv import load_dotenv
from langchain.docstore.document import Document
from embedchain.cache import (
adapt,
get_gptcache_session,
gptcache_data_convert,
gptcache_update_cache_callback,
)
from embedchain.chunker... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | true |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/cache.py | embedchain/embedchain/cache.py | import logging
import os # noqa: F401
from typing import Any
from gptcache import cache # noqa: F401
from gptcache.adapter.adapter import adapt # noqa: F401
from gptcache.config import Config # noqa: F401
from gptcache.manager import get_data_manager
from gptcache.manager.scalar_data.base import Answer
from gptcac... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/app.py | embedchain/embedchain/app.py | import ast
import concurrent.futures
import json
import logging
import os
from typing import Any, Optional, Union
import requests
import yaml
from tqdm import tqdm
from embedchain.cache import (
Config,
ExactMatchEvaluation,
SearchDistanceEvaluation,
cache,
gptcache_data_manager,
gptcache_pre_... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/vectordb/lancedb.py | embedchain/embedchain/vectordb/lancedb.py | from typing import Any, Dict, List, Optional, Union
import pyarrow as pa
try:
import lancedb
except ImportError:
raise ImportError('LanceDB is required. Install with pip install "embedchain[lancedb]"') from None
from embedchain.config.vector_db.lancedb import LanceDBConfig
from embedchain.helpers.json_serial... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/vectordb/opensearch.py | embedchain/embedchain/vectordb/opensearch.py | import logging
import time
from typing import Any, Optional, Union
from tqdm import tqdm
try:
from opensearchpy import OpenSearch
from opensearchpy.helpers import bulk
except ImportError:
raise ImportError(
"OpenSearch requires extra dependencies. Install with `pip install --upgrade embedchain[ope... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/vectordb/chroma.py | embedchain/embedchain/vectordb/chroma.py | import logging
from typing import Any, Optional, Union
from chromadb import Collection, QueryResult
from langchain.docstore.document import Document
from tqdm import tqdm
from embedchain.config import ChromaDbConfig
from embedchain.helpers.json_serializable import register_deserializable
from embedchain.vectordb.base... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/vectordb/__init__.py | embedchain/embedchain/vectordb/__init__.py | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false | |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/vectordb/base.py | embedchain/embedchain/vectordb/base.py | from embedchain.config.vector_db.base import BaseVectorDbConfig
from embedchain.embedder.base import BaseEmbedder
from embedchain.helpers.json_serializable import JSONSerializable
class BaseVectorDB(JSONSerializable):
"""Base class for vector database."""
def __init__(self, config: BaseVectorDbConfig):
... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/vectordb/pinecone.py | embedchain/embedchain/vectordb/pinecone.py | import logging
import os
from typing import Optional, Union
try:
import pinecone
except ImportError:
raise ImportError(
"Pinecone requires extra dependencies. Install with `pip install pinecone-text pinecone-client`"
) from None
from pinecone_text.sparse import BM25Encoder
from embedchain.config.... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/vectordb/weaviate.py | embedchain/embedchain/vectordb/weaviate.py | import copy
import os
from typing import Optional, Union
try:
import weaviate
except ImportError:
raise ImportError(
"Weaviate requires extra dependencies. Install with `pip install --upgrade 'embedchain[weaviate]'`"
) from None
from embedchain.config.vector_db.weaviate import WeaviateDBConfig
fro... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/vectordb/elasticsearch.py | embedchain/embedchain/vectordb/elasticsearch.py | import logging
from typing import Any, Optional, Union
try:
from elasticsearch import Elasticsearch
from elasticsearch.helpers import bulk
except ImportError:
raise ImportError(
"Elasticsearch requires extra dependencies. Install with `pip install --upgrade embedchain[elasticsearch]`"
) from No... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/vectordb/zilliz.py | embedchain/embedchain/vectordb/zilliz.py | import logging
from typing import Any, Optional, Union
from embedchain.config import ZillizDBConfig
from embedchain.helpers.json_serializable import register_deserializable
from embedchain.vectordb.base import BaseVectorDB
try:
from pymilvus import (
Collection,
CollectionSchema,
DataType,... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/vectordb/qdrant.py | embedchain/embedchain/vectordb/qdrant.py | import copy
import os
from typing import Any, Optional, Union
try:
from qdrant_client import QdrantClient
from qdrant_client.http import models
from qdrant_client.http.models import Batch
from qdrant_client.models import Distance, VectorParams
except ImportError:
raise ImportError("Qdrant requires ... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/bots/whatsapp.py | embedchain/embedchain/bots/whatsapp.py | import argparse
import importlib
import logging
import signal
import sys
from embedchain.helpers.json_serializable import register_deserializable
from .base import BaseBot
logger = logging.getLogger(__name__)
@register_deserializable
class WhatsAppBot(BaseBot):
def __init__(self):
try:
self... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/bots/discord.py | embedchain/embedchain/bots/discord.py | import argparse
import logging
import os
from embedchain.helpers.json_serializable import register_deserializable
from .base import BaseBot
try:
import discord
from discord import app_commands
from discord.ext import commands
except ModuleNotFoundError:
raise ModuleNotFoundError(
"The require... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/bots/poe.py | embedchain/embedchain/bots/poe.py | import argparse
import logging
import os
from typing import Optional
from embedchain.helpers.json_serializable import register_deserializable
from .base import BaseBot
try:
from fastapi_poe import PoeBot, run
except ModuleNotFoundError:
raise ModuleNotFoundError(
"The required dependencies for Poe ar... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/bots/__init__.py | embedchain/embedchain/bots/__init__.py | from embedchain.bots.poe import PoeBot # noqa: F401
from embedchain.bots.whatsapp import WhatsAppBot # noqa: F401
# TODO: fix discord import
# from embedchain.bots.discord import DiscordBot
| python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/bots/slack.py | embedchain/embedchain/bots/slack.py | import argparse
import logging
import os
import signal
import sys
from embedchain import App
from embedchain.helpers.json_serializable import register_deserializable
from .base import BaseBot
try:
from flask import Flask, request
from slack_sdk import WebClient
except ModuleNotFoundError:
raise ModuleNot... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/bots/base.py | embedchain/embedchain/bots/base.py | from typing import Any
from embedchain import App
from embedchain.config import AddConfig, AppConfig, BaseLlmConfig
from embedchain.embedder.openai import OpenAIEmbedder
from embedchain.helpers.json_serializable import (
JSONSerializable,
register_deserializable,
)
from embedchain.llm.openai import OpenAILlm
f... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/data_formatter/data_formatter.py | embedchain/embedchain/data_formatter/data_formatter.py | from importlib import import_module
from typing import Any, Optional
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config import AddConfig
from embedchain.config.add_config import ChunkerConfig, LoaderConfig
from embedchain.helpers.json_serializable import JSONSerializable
from embedchain.lo... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/data_formatter/__init__.py | embedchain/embedchain/data_formatter/__init__.py | from .data_formatter import DataFormatter # noqa: F401
| python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/qna_pair.py | embedchain/embedchain/chunkers/qna_pair.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class QnaPa... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/image.py | embedchain/embedchain/chunkers/image.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class Image... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/web_page.py | embedchain/embedchain/chunkers/web_page.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class WebPa... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/sitemap.py | embedchain/embedchain/chunkers/sitemap.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class Sitem... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/table.py | embedchain/embedchain/chunkers/table.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
class TableChunker(BaseChunker):
"""Chunker for tables, for instance csv, google sheets or databases."""
... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/pdf_file.py | embedchain/embedchain/chunkers/pdf_file.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class PdfFi... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/docs_site.py | embedchain/embedchain/chunkers/docs_site.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class DocsS... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/substack.py | embedchain/embedchain/chunkers/substack.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class Subst... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/audio.py | embedchain/embedchain/chunkers/audio.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class Audio... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/excel_file.py | embedchain/embedchain/chunkers/excel_file.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class Excel... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/xml.py | embedchain/embedchain/chunkers/xml.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class XmlCh... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/youtube_video.py | embedchain/embedchain/chunkers/youtube_video.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class Youtu... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/unstructured_file.py | embedchain/embedchain/chunkers/unstructured_file.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class Unstr... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/mysql.py | embedchain/embedchain/chunkers/mysql.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class MySQL... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/postgres.py | embedchain/embedchain/chunkers/postgres.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class Postg... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/docx_file.py | embedchain/embedchain/chunkers/docx_file.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class DocxF... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/beehiiv.py | embedchain/embedchain/chunkers/beehiiv.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class Beehi... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/mdx.py | embedchain/embedchain/chunkers/mdx.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class MdxCh... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/discourse.py | embedchain/embedchain/chunkers/discourse.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class Disco... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/base_chunker.py | embedchain/embedchain/chunkers/base_chunker.py | import hashlib
import logging
from typing import Any, Optional
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import JSONSerializable
from embedchain.models.data_type import DataType
logger = logging.getLogger(__name__)
class BaseChunker(JSONSerializable):
def _... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/__init__.py | embedchain/embedchain/chunkers/__init__.py | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false | |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/rss_feed.py | embedchain/embedchain/chunkers/rss_feed.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class RSSFe... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/slack.py | embedchain/embedchain/chunkers/slack.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class Slack... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/json.py | embedchain/embedchain/chunkers/json.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class JSONC... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
mem0ai/mem0 | https://github.com/mem0ai/mem0/blob/69a552d8a85637452ea20382a6ac3991fd6d60b3/embedchain/embedchain/chunkers/text.py | embedchain/embedchain/chunkers/text.py | from typing import Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.helpers.json_serializable import register_deserializable
@register_deserializable
class TextC... | python | Apache-2.0 | 69a552d8a85637452ea20382a6ac3991fd6d60b3 | 2026-01-04T14:39:42.142319Z | false |
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