44 lines
1.0 KiB
Python
44 lines
1.0 KiB
Python
"""
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RAG Core - 公共 RAG 组件包
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提供嵌入模型、向量存储和文档存储的公共功能，被 rag_indexer 和 app/rag 共用。
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"""
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from .embedders import get_embeddings, get_embedding_dimension
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from .vector_store import QdrantHybridStore
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from .sparse_embedder import BM25SparseEmbedder, get_sparse_embedder
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from .doc_store import PostgresDocStore
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from .client import (
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create_qdrant_client,
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create_async_qdrant_client,
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create_docstore,
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get_docstore_uri
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)
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from .config import (
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QDRANT_URL,
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QDRANT_API_KEY,
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LLAMACPP_EMBEDDING_URL,
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LLAMACPP_API_KEY,
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DB_URI,
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DOCSTORE_URI,
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)
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__all__ = [
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"get_embeddings",
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"get_embedding_dimension",
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"QdrantHybridStore",
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"BM25SparseEmbedder",
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"get_sparse_embedder",
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"PostgresDocStore",
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"create_docstore",
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"get_docstore_uri",
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"create_qdrant_client",
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"create_async_qdrant_client",
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"QDRANT_URL",
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"QDRANT_API_KEY",
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"LLAMACPP_EMBEDDING_URL",
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"LLAMACPP_API_KEY",
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"DB_URI",
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"DOCSTORE_URI",
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]
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