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Hybrid Search Weaviate Template (#12606)

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- **Description:** This template covers hybrid search in Weaviate
  - **Dependencies:** No
  - **Twitter handle:** @ecardenas300

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
This commit is contained in:
Erika Cardenas
2023-10-30 21:10:48 -04:00
committed by GitHub
parent 0c7f1d8b21
commit b97b9eda21
9 changed files with 194 additions and 5 deletions
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8
templates/rag-weaviate/rag_weaviate/chain.py
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@@ -27,10 +27,10 @@ text_splitter = RecursiveCharacterTextSplitter(chunk_size=500, chunk_overlap=0)
all_splits = text_splitter.split_documents(data)
# # Add to vectorDB
vectorstore = Weaviate.from_documents(
documents=all_splits, embedding=OpenAIEmbeddings(), index_name=WEAVIATE_INDEX_NAME
)
retriever = vectorstore.as_retriever()
# vectorstore = Weaviate.from_documents(
# documents=all_splits, embedding=OpenAIEmbeddings(), index_name=WEAVIATE_INDEX_NAME
# )
# retriever = vectorstore.as_retriever()
vectorstore = Weaviate.from_existing_index(WEAVIATE_INDEX_NAME, OpenAIEmbeddings())
retriever = vectorstore.as_retriever()