rag-exploration/requirements.txt at main · AstyanM/rag-exploration · GitHub

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# ──────────────────────────────────────────────
# RAG Pipeline Dependencies
# ──────────────────────────────────────────────

# Core LangChain
langchain>=0.2.0
langchain-community>=0.2.0
langchain-core>=0.2.0
langgraph>=0.1.0
langchain-chroma>=0.1.0
langchain-ollama>=0.1.0
langchain-experimental>=0.3.0

# Embeddings & Reranking
sentence-transformers>=2.2.0
transformers>=4.35.0

# Sparse search
rank-bm25>=0.2.2

# Document loading & processing
beautifulsoup4>=4.12.0
lxml>=4.9.0
tiktoken>=0.5.0

# Evaluation
ragas>=0.1.0
datasets>=2.14.0

# Frontend
chainlit>=1.0.0

# Notebooks & Visualization
notebook>=7.0.0
ipykernel>=6.0.0
matplotlib>=3.7.0
seaborn>=0.12.0
pandas>=2.0.0
tabulate>=0.9.0
tqdm>=4.65.0

# Configuration
pyyaml>=6.0
python-dotenv>=1.0.0