AutomatedSemanticDiscovery / requirements.txt
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# --- Core Framework & Orchestration ---
langchain>=0.3.0
langchain-community>=0.3.0
langchain-google-genai>=2.0.0 # Per Gemini 2.0 Flash (TDDT)
langchain-huggingface>=0.1.0 # Mantenuto per il Semantic Splitter
langchain-core
langchain-groq
huggingface_hub
# --- Data Validation ---
pydantic>=2.0
pyshacl
# --- NLP & Semantic Chunking ---
sentence-transformers
torchvision
scikit-learn
numpy
nltk
spacy
# --- Graph Database & Semantic Web ---
neo4j>=5.0.0
rdflib
# --- Storage & DLQ ---
pymongo
# --- Web & API ---
fastapi
uvicorn
requests
streamlit
pyvis
pandas
# --- Utilities ---
python-dotenv