and toolkitsMemoryCallbacksChat loadersProvidersMoreUpstash RedisOn this pageUpstash RedisUpstash offers developers serverless databases and messaging platforms to build powerful applications without having to worry about the operational complexity of running databases at scale.This page covers how to use Upstash Redis with LangChain.Installation and Setup‚ÄãUpstash Redis Python SDK can be installed with pip install upstash-redisA globally distributed, low-latency and highly available database can be created at the Upstash ConsoleIntegrations‚ÄãAll of Upstash-LangChain integrations are based on upstash-redis Python SDK being utilized as wrappers for LangChain.
Upstash offers developers serverless databases and messaging platforms to build powerful applications without having to worry about the operational complexity of running databases at scale.
Upstash offers developers serverless databases and messaging platforms to build powerful applications without having to worry about the operational complexity of running databases at scale. ->: and toolkitsMemoryCallbacksChat loadersProvidersMoreUpstash RedisOn this pageUpstash RedisUpstash offers developers serverless databases and messaging platforms to build powerful applications without having to worry about the operational complexity of running databases at scale.This page covers how to use Upstash Redis with LangChain.Installation and Setup‚ÄãUpstash Redis Python SDK can be installed with pip install upstash-redisA globally distributed, low-latency and highly available database can be created at the Upstash ConsoleIntegrations‚ÄãAll of Upstash-LangChain integrations are based on upstash-redis Python SDK being utilized as wrappers for LangChain.