apexEvan
commented
11 months ago Hey there Devin! I am currently experiencing the same problem. I've narrowed it down to the /private_gpt/components/vector_store/vector_store_component.py file. In the file, the names of the qdrant and chroma databases are not declared. I will put the relevant code down below (note the commented out "TODO" sections), if anyone has a solution to this, I would be greatly appreciative!:
@singleton
class VectorStoreComponent:
vector_store: VectorStore
@inject
def __init__(self, settings: Settings) -> None:
match settings.vectorstore.database:
case "chroma":
try:
import chromadb # type: ignore
from chromadb.config import ( # type: ignore
Settings as ChromaSettings,
)
except ImportError as e:
raise ImportError(
"'chromadb' is not installed."
"To use PrivateGPT with Chroma, install the 'chroma' extra."
"`poetry install --extras chroma`"
) from e
chroma_settings = ChromaSettings(anonymized_telemetry=False)
chroma_client = chromadb.PersistentClient(
path=str((local_data_path / "chroma_db").absolute()),
settings=chroma_settings,
)
chroma_collection = chroma_client.get_or_create_collection(
"make_this_parameterizable_per_api_call"
) # TODO
self.vector_store = typing.cast(
VectorStore,
BatchedChromaVectorStore(
chroma_client=chroma_client, chroma_collection=chroma_collection
),
)
case "qdrant":
from llama_index.vector_stores.qdrant import QdrantVectorStore
from qdrant_client import QdrantClient
if settings.qdrant is None:
logger.info(
"Qdrant config not found. Using default settings."
"Trying to connect to Qdrant at localhost:6333."
)
client = QdrantClient()
else:
client = QdrantClient(
**settings.qdrant.model_dump(exclude_none=True)
)
self.vector_store = typing.cast(
VectorStore,
QdrantVectorStore(
client=client,
collection_name="make_this_parameterizable_per_api_call",
), # TODO
)
case _:
# Should be unreachable
# The settings validator should have caught this
raise ValueError(
f"Vectorstore database {settings.vectorstore.database} not supported"`
imartinez
SamPink
Kosmoshn
tyrell
StarMariner
TomLucidor
needlzzz
levydanqc
qwet11
satheshshiva
blkryd
chrisdabre
sujanshresstha
Problem
After initial setting up privategpt, I have an issue where i get a
Exception: Collection make_this_parameterizable_per_api_call not foundon any input. This appears in the web interface as well as the web ui.Cause
The cause of this is not having any documents loaded before asking a question.
Proposed Solution
Instead of return an error, privategpt should return some hint or useful feedback to correct the issue.