Change template to private attribute and simplify imports (#101)
--------- Co-authored-by: ian <ian@cinnamon.is>
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@@ -1,10 +1,7 @@
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import os
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from typing import List
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from theflow import Node, Param
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from theflow.utils.modules import ObjectInitDeclaration as _
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from kotaemon.base import BaseComponent, Document, LLMInterface
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from kotaemon.base import BaseComponent, Document, LLMInterface, Node, Param, lazy
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from kotaemon.contribs.promptui.logs import ResultLog
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from kotaemon.embeddings import AzureOpenAIEmbeddings
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from kotaemon.indices import VectorIndexing, VectorRetrieval
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@@ -48,8 +45,8 @@ class QuestionAnsweringPipeline(BaseComponent):
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retrieving_pipeline: VectorRetrieval = Node(
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VectorRetrieval.withx(
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vector_store=_(ChromaVectorStore).withx(path="./tmp"),
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doc_store=_(SimpleFileDocumentStore).withx(path="docstore.json"),
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vector_store=lazy(ChromaVectorStore).withx(path="./tmp"),
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doc_store=lazy(SimpleFileDocumentStore).withx(path="docstore.json"),
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embedding=AzureOpenAIEmbeddings.withx(
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model="text-embedding-ada-002",
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deployment="dummy-q2-text-embedding",
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@@ -78,11 +75,11 @@ class QuestionAnsweringPipeline(BaseComponent):
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class IndexingPipeline(VectorIndexing):
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vector_store: ChromaVectorStore = Param(
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_(ChromaVectorStore).withx(path="./tmp"),
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lazy(ChromaVectorStore).withx(path="./tmp"),
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ignore_ui=True,
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)
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doc_store: SimpleFileDocumentStore = Param(
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_(SimpleFileDocumentStore).withx(path="docstore.json"),
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lazy(SimpleFileDocumentStore).withx(path="docstore.json"),
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ignore_ui=True,
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)
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embedding: AzureOpenAIEmbeddings = AzureOpenAIEmbeddings.withx(
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