finrag-id/.env.example at main · KennyUMN/finrag-id · GitHub

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# ===== LLM Backend =====
# Primary backend: "ollama" (local) or "openrouter" (cloud fallback)
LLM_BACKEND=ollama

# Ollama (local)
OLLAMA_BASE_URL=http://localhost:11434
OLLAMA_MODEL=llama3.1:8b-instruct-q5_K_M
OLLAMA_TIMEOUT=120

# OpenRouter (fallback)
OPENROUTER_API_KEY=sk-or-v1-xxxxxxxxxxxxxxxxxxxxxxxx
OPENROUTER_MODEL=anthropic/claude-3.5-sonnet
OPENROUTER_BASE_URL=https://openrouter.ai/api/v1

# ===== Embeddings =====
# BGE-M3 is multilingual (incl. Indonesian) — runs locally via HF
EMBED_MODEL=BAAI/bge-m3
EMBED_DEVICE=cpu

# ===== Vector Store (Qdrant) =====
QDRANT_HOST=localhost
QDRANT_PORT=6333
QDRANT_COLLECTION=finrag_id
QDRANT_VECTOR_DIM=1024

# ===== Ingestion =====
CHUNK_SIZE=768
CHUNK_OVERLAP=128
PDF_DIR=./data/pdfs

# ===== Retrieval =====
TOP_K_DENSE=8
TOP_K_BM25=8
TOP_K_FUSION=6
RERANK_ENABLED=false

# ===== App =====
LOG_LEVEL=INFO
APP_HOST=0.0.0.0
APP_PORT=8501