{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/4"}],"enrichment":{"capability":"Provides Redis-backed checkpoint storage and key-value stores for LangGraph agents, with optional vector search capabilities via RedisJSON and RediSearch modules.","skillfed_tags":["langgraph-integration","redis-backend","agent-persistence"],"use_cases":["Store LangGraph agent execution checkpoints in Redis for multi-turn conversation recovery across server restarts.","Implement semantic caching for LLM tool calls using Redis vector search to avoid redundant API calls.","Scale agent state across multiple worker processes by persisting checkpoints to a shared Redis instance.","Expire old conversation history automatically using Redis TTL to manage storage costs.","Build agent middleware for conversation memory and tool result caching in production deployments."],"what_it_does":"langgraph-checkpoint-redis is a Redis backend for LangGraph's checkpoint and store systems, allowing you to persist agent state and conversation history in Redis instead of memory or local storage. It provides both standard and shallow checkpoint savers (sync and async), plus key-value stores with optional vector search for semantic caching and tool caching in LangChain agents.\n\nThe package wraps redis and redisvl to manage checkpoint serialization, TTL-based expiration, and index creation. It handles the complexity of connecting to different Redis deployments\u2014standard Redis, Azure Managed Redis, Redis Enterprise\u2014by detecting cluster mode and configuring clients appropriately. You call .setup() once to initialize indices, then use put/get/list methods to store and retrieve checkpoints keyed by thread_id and namespace.","worth_installing":"Yes, if you are building LangGraph agents and need persistent, scalable checkpoint storage. The package is actively maintained, has low install friction, and solves a real problem for production agent deployments. The main gotcha is the Redis module requirement (RedisJSON, RediSearch)\u2014verify your Redis deployment includes these before installing, especially on Azure or Redis Enterprise."},"id":"langgraph-checkpoint-redis","links":{"html":"https://skillfed.io/packages/langgraph-checkpoint-redis","md":"https://skillfed.io/packages/langgraph-checkpoint-redis.md","pypi":"https://pypi.org/project/langgraph-checkpoint-redis/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-07-14","license_spdx":null,"license_treatment":"permissive","name":"langgraph-checkpoint-redis","python_support":"supports_current","summary":"Redis implementation of the LangGraph agent checkpoint saver and store."},"popularity":{"monthly_downloads":1048084,"position":4447,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"0.5.1"}