.env.example

# Environment Variables for MCP RagDocs Server

# --- Qdrant Configuration ---
# URL of your running Qdrant instance
QDRANT_URL=http://localhost:6333

# --- Embedding Provider Configuration ---
# Choose your embedding provider: 'ollama' or 'openai'
EMBEDDING_PROVIDER=ollama

# --- Ollama Configuration (if EMBEDDING_PROVIDER=ollama) ---
# URL of your running Ollama instance
OLLAMA_URL=http://localhost:11434
# Optional: Specify the Ollama model for embeddings (defaults to nomic-embed-text)
# OLLAMA_EMBED_MODEL=nomic-embed-text

# --- OpenAI Configuration (if EMBEDDING_PROVIDER=openai) ---
# Your OpenAI API Key (required if using OpenAI)
# OPENAI_API_KEY=sk-...
# Optional: Specify the OpenAI model for embeddings (defaults to text-embedding-3-small)
# OPENAI_EMBED_MODEL=text-embedding-3-small

# --- Server Configuration (Optional) ---
# Default port for the MCP server (if run directly, not via stdio)
# PORT=6278
# Name of the Qdrant collection to use
# COLLECTION_NAME=rag_docs_collection