Commit
·
331a2e2
1
Parent(s):
e044332
fixv2
Browse files
app.py
CHANGED
@@ -267,7 +267,6 @@ from langchain_core.runnables import RunnablePassthrough
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import chromadb
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chromadb.api.client.SharedSystemClient.clear_system_cache()
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os.environ['MISTRAL_API_KEY'] = 'XuyOObDE7trMbpAeI7OXYr3dnmoWy3L0'
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-
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class VectorData():
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def __init__(self):
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embedding_model_name = 'l3cube-pune/punjabi-sentence-similarity-sbert'
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@@ -278,32 +277,26 @@ class VectorData():
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model_kwargs=model_kwargs
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)
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-
# Initialize ChromaDB
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-
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chroma_db_impl="duckdb+parquet",
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persist_directory="chroma_db",
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anonymized_telemetry=False
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)
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# Create
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self.
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# Create or get collection
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self.collection = self.client.create_collection(
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name="my_collection",
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-
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)
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# Initialize vectorstore
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self.vectorstore = Chroma(
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client=self.client,
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collection_name="my_collection",
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embedding_function=self.embeddings
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persist_directory="chroma_db"
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)
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self.retriever = self.vectorstore.as_retriever()
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self.ingested_files = []
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self.prompt = ChatPromptTemplate.from_messages(
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[
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(
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import chromadb
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chromadb.api.client.SharedSystemClient.clear_system_cache()
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os.environ['MISTRAL_API_KEY'] = 'XuyOObDE7trMbpAeI7OXYr3dnmoWy3L0'
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class VectorData():
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def __init__(self):
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embedding_model_name = 'l3cube-pune/punjabi-sentence-similarity-sbert'
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model_kwargs=model_kwargs
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)
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+
# Initialize ChromaDB with new configuration
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self.client = chromadb.PersistentClient(path="chroma_db")
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# Create or get collection with embeddings
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self.collection = self.client.get_or_create_collection(
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name="my_collection",
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metadata={"hnsw:space": "cosine"}
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)
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# Initialize vectorstore
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self.vectorstore = Chroma(
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client=self.client,
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collection_name="my_collection",
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embedding_function=self.embeddings
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)
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+
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self.retriever = self.vectorstore.as_retriever()
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self.ingested_files = []
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+
# Rest of your initialization code remains the same
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self.prompt = ChatPromptTemplate.from_messages(
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[
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(
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