[Feature] Setup base for creating pipelines in embedchain (#834)

embedchain/config/__init__.py

@@ -2,10 +2,12 @@
 
 from .add_config import AddConfig, ChunkerConfig
 from .apps.app_config import AppConfig
+from .pipeline_config import PipelineConfig
 from .base_config import BaseConfig
 from .embedder.base import BaseEmbedderConfig
 from .embedder.base import BaseEmbedderConfig as EmbedderConfig
 from .llm.base import BaseLlmConfig
+from .pipeline_config import PipelineConfig
 from .vectordb.chroma import ChromaDbConfig
 from .vectordb.elasticsearch import ElasticsearchDBConfig
 from .vectordb.opensearch import OpenSearchDBConfig

embedchain/config/pipeline_config.py

@@ -0,0 +1,38 @@
+from typing import Optional
+
+from embedchain.helper.json_serializable import register_deserializable
+
+from .apps.base_app_config import BaseAppConfig
+
+
+@register_deserializable
+class PipelineConfig(BaseAppConfig):
+    """
+    Config to initialize an embedchain custom `App` instance, with extra config options.
+    """
+
+    def __init__(
+        self,
+        log_level: str = "WARNING",
+        id: Optional[str] = None,
+        name: Optional[str] = None,
+        collect_metrics: Optional[bool] = False,
+    ):
+        """
+        Initializes a configuration class instance for an App. This is the simplest form of an embedchain app.
+        Most of the configuration is done in the `App` class itself.
+
+        :param log_level: Debug level ['DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL'], defaults to "WARNING"
+        :type log_level: str, optional
+        :param id: ID of the app. Document metadata will have this id., defaults to None
+        :type id: Optional[str], optional
+        :param collect_metrics: Send anonymous telemetry to improve embedchain, defaults to True
+        :type collect_metrics: Optional[bool], optional
+        :param collection_name: Default collection name. It's recommended to use app.db.set_collection_name() instead,
+        defaults to None
+        :type collection_name: Optional[str], optional
+        """
+        self._setup_logging(log_level)
+        self.id = id
+        self.name = name
+        self.collect_metrics = collect_metrics