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Fix return metadata when searching for DingoDB (#12937)

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Hech 2023-11-06 23:35:36 +08:00 committed by GitHub
parent ada3d2cbd1
commit 8fe6bcc662
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2 changed files with 19 additions and 6 deletions
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4
docs/docs/integrations/vectorstores/dingo.ipynb
View File

@ -104,11 +104,11 @@
"source": [
"from dingodb import DingoDB\n",
"\n",
"index_name = \"langchain-demo\"\n",
"index_name = \"langchain_demo\"\n",
"\n",
"dingo_client = DingoDB(user=\"\", password=\"\", host=[\"127.0.0.1:13000\"])\n",
"# First, check if our index already exists. If it doesn't, we create it\n",
"if index_name not in dingo_client.get_index():\n",
"if index_name not in dingo_client.get_index() and index_name.upper() not in dingo_client.get_index():\n",
" # we create a new index, modify to your own\n",
" dingo_client.create_index(\n",
" index_name=index_name, dimension=1536, metric_type=\"cosine\", auto_id=False\n",

21
libs/langchain/langchain/vectorstores/dingo.py
View File

@ -66,7 +66,11 @@ class Dingo(VectorStore):
self._text_key = text_key
self._client = dingo_client
if index_name is not None and index_name not in dingo_client.get_index():
if (
index_name is not None
and index_name not in dingo_client.get_index()
and index_name.upper() not in dingo_client.get_index()
):
if self_id is True:
dingo_client.create_index(
index_name, dimension=dimension, auto_id=False
@ -177,8 +181,9 @@ class Dingo(VectorStore):
id = res["id"]
score = res["distance"]
text = metadatas[self._text_key]["fields"][0]["data"]
metadata = {"id": id, "text": text, "score": score}
for meta_key in metadatas.keys():
metadata[meta_key] = metadatas[meta_key]["fields"][0]["data"]
docs.append((Document(page_content=text, metadata=metadata), score))
return docs
@ -318,12 +323,20 @@ class Dingo(VectorStore):
except ValueError as e:
raise ValueError(f"Dingo failed to connect: {e}")
if kwargs is not None and kwargs.get("self_id") is True:
if index_name not in dingo_client.get_index():
if (
index_name is not None
and index_name not in dingo_client.get_index()
and index_name.upper() not in dingo_client.get_index()
):
dingo_client.create_index(
index_name, dimension=dimension, auto_id=False
)
else:
if index_name not in dingo_client.get_index():
if (
index_name is not None
and index_name not in dingo_client.get_index()
and index_name.upper() not in dingo_client.get_index()
):
dingo_client.create_index(index_name, dimension=dimension)
# Embed and create the documents