langchain/templates/rag-redis/rag_redis/config.py
2023-10-29 15:50:09 -07:00

79 lines
2.2 KiB
Python

import os
def get_boolean_env_var(var_name, default_value=False):
"""Retrieve the boolean value of an environment variable.
Args:
var_name (str): The name of the environment variable to retrieve.
default_value (bool): The default value to return if the variable
is not found.
Returns:
bool: The value of the environment variable, interpreted as a boolean.
"""
true_values = {"true", "1", "t", "y", "yes"}
false_values = {"false", "0", "f", "n", "no"}
# Retrieve the environment variable's value
value = os.getenv(var_name, "").lower()
# Decide the boolean value based on the content of the string
if value in true_values:
return True
elif value in false_values:
return False
else:
return default_value
# Check for openai API key
if "OPENAI_API_KEY" not in os.environ:
raise Exception("Must provide an OPENAI_API_KEY as an env var.")
# Whether or not to enable langchain debugging
DEBUG = get_boolean_env_var("DEBUG", False)
# Set DEBUG env var to "true" if you wish to enable LC debugging module
if DEBUG:
import langchain
langchain.debug = True
# Embedding model
EMBED_MODEL = os.getenv("EMBED_MODEL", "sentence-transformers/all-MiniLM-L6-v2")
# Redis Connection Information
REDIS_HOST = os.getenv("REDIS_HOST", "localhost")
REDIS_PORT = int(os.getenv("REDIS_PORT", 6379))
def format_redis_conn_from_env():
redis_url = os.getenv("REDIS_URL", None)
if redis_url:
return redis_url
else:
using_ssl = get_boolean_env_var("REDIS_SSL", False)
start = "rediss://" if using_ssl else "redis://"
# if using RBAC
password = os.getenv("REDIS_PASSWORD", None)
username = os.getenv("REDIS_USERNAME", "default")
if password is not None:
start += f"{username}:{password}@"
return start + f"{REDIS_HOST}:{REDIS_PORT}"
REDIS_URL = format_redis_conn_from_env()
# Vector Index Configuration
INDEX_NAME = os.getenv("INDEX_NAME", "rag-redis")
current_file_path = os.path.abspath(__file__)
parent_dir = os.path.dirname(current_file_path)
schema_path = os.path.join(parent_dir, "schema.yml")
INDEX_SCHEMA = schema_path