| # Neo4j Credentials | |
| NEO4J_URI="neo4j+s://4985272f.databases.neo4j.io" | |
| NEO4J_USERNAME="neo4j" | |
| NEO4J_PASSWORD="xxx" # Replace with your actual password | |
| # API Keys | |
| OPENAI_API_KEY="sk-xxx" # Replace if using OpenAI models | |
| GEMINI_API_KEY="xxx" # Replace with your actual key | |
| LANGSMITH_API_KEY="lsv2_pt_xxx" # Replace with your actual key (optional but recommended for tracing) | |
| LANGCHAIN_PROJECT="KIG_Refactored" # Optional: For LangSmith tracing | |
| # LLM Configuration | |
| MAIN_LLM_MODEL="gemini-2.0-flash" # Or another preferred model | |
| EVAL_LLM_MODEL="gemini-2.0-flash" | |
| SUMMARIZE_LLM_MODEL="gemini-2.0-flash" | |
| # Planner Configuration | |
| PLAN_METHOD="generation" # or "modification" | |
| USE_DETAILED_QUERY="false" # or "true" | |
| # Graph Operations Configuration | |
| CYPHER_GEN_METHOD="guided" # or "auto" | |
| VALIDATE_CYPHER="false" # or "true" | |
| EVAL_METHOD="binary" # or "score" | |
| EVAL_THRESHOLD="0.7" | |
| MAX_DOCS="10" | |
| # Processing Configuration | |
| # Define processing steps as a JSON string or handle differently if complex needed | |
| PROCESS_STEPS='["summarize"]' # Example: Just summarize | |
| COMPRESSION_METHOD="llm_lingua" # if used | |
| COMPRESS_RATE="0.5" # if used | |
| # Add other parameters as needed |