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Zep을 사용한 에이전트 워크플로우에 시간적 컨텍스트 메모리 추가

Zep을 외부 컨텍스트 계층으로 사용하여 에이전트가 이벤트를 저장하고, 시간적 그래프 컨텍스트를 구성하며, 모델 호출 전에 관련 메모리를 검색할 수 있도록 합니다.

Zep을 사용한 에이전트 워크플로우에 시간적 컨텍스트 메모리 추가란 무엇인가요?

이 스킬은 AI 에이전트 워크플로우에 시간적 컨텍스트 메모리를 추가하는 방법을 제공합니다. Zep을 외부 컨텍스트 계층으로 사용하여 에이전트가 사용자 상호 작용, 시스템 이벤트 등과 같은 이벤트를 저장하고, 시간적 그래프 컨텍스트를 구성하며, 모델 호출 전에 관련 메모리를 검색할 수 있도록 합니다. 이를 통해 에이전트는 대화 히스토리와 장기적인 컨텍스트를 유지하여 더 일관되고 개인화된 응답을 생성할 수 있습니다. Zep은 <200ms의 낮은 지연 시간, 엔터프라이즈 수준의 확장성, SOC2 Type 2 및 HIPAA 규정 준수를 제공합니다. 이 스킬은 LangChain, LlamaIndex, AutoGen과 같은 주요 에이전트 런타임과 함께 사용할 수 있으며 Python(TypeScript) SDK를 지원합니다. 주요 기능으로는 Zep Cloud 계정 가입, SDK 설치(zep-cloud 또는 @getzep/zep-cloud), UV 패키지 관리 도구 활용 등이 포함됩니다.

지원 대상~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/add-temporal-context-memory-to-agent-workflows-with-zep
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즐겨 사용하는 AI에게 물어보기

이 에이전트 스킬이 미리 로드된 새 채팅을 엽니다.

OpenAIChatGPTClaudeClaudeGeminiGeminiGrokGrokPerplexityPerplexityDeepSeekDeepSeek

문서

Zep을 사용한 에이전트 워크플로우에 시간적 컨텍스트 메모리 추가은(는) 무엇을 하나요?

Zep을 외부 컨텍스트 계층으로 사용하여 에이전트가 이벤트를 저장하고, 시간적 그래프 컨텍스트를 구성하며, 모델 호출 전에 관련 메모리를 검색할 수 있도록 합니다.

사전 요구 사항

Zep Cloud 계정; Python SDK zep-cloud 또는 TypeScript SDK @getzep/zep-cloud; LangChain, LlamaIndex, AutoGen 또는 사용자 정의 에이전트 서비스와 같은 에이전트 런타임

설치

환경에 맞는 업스트림 설치 또는 설정 경로를 사용하세요:

  • UV 설치 (아직 설치되지 않은 경우):
  • uv sync

업스트림의 요구 사항 및 주의 사항:

  • Python: pip install zep-cloud
  • 이 프로젝트는 Python 패키지 관리를 위해 UV를 워크스페이스 기능과 함께 사용합니다.
  • Python 3.13+

기본 사용법 또는 시작 참고 사항:

  • www.getzep.com을 방문하여 Zep Cloud에 가입하세요. 이는 지능형 에이전트 컨텍스트를 <200ms 지연 시간, 엔터프라이즈 수준의 확장성, SOC2 Type 2 / HIPAA 규정 준수와 함께 제공하는 관리형 서비스입니다.

  • Zep은 여러 언어에 대한 포괄적인 SDK를 제공합니다:

  • TypeScript/JavaScript: npm install @getzep/zep-cloud

  • 출처: https://github.com/getzep/zep

  • 업스트림 문서에서 추출: https://raw.githubusercontent.com/getzep/zep/HEAD/README.md

문서

출처

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

Academic Paper Citation Network Mapper

Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.

ACF Custom Fields REST Exposer

Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.

ACF Extended for Advanced Custom Fields Workflows

An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.

ACF to Gutenberg Block Migrator

Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().

Activepieces Open Source Workflow Automation

Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.

ActivityWatch Cross-Platform Automated Time Tracker and Producti

ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.

act Local GitHub Actions Runner

act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.

Add a browser review checkpoint before risky agent actions with

Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.

Add Claude design-system and accessibility workflows with UX/UI

Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.

Add executable smoke tests for shell scripts and CLIs before ref

Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.

Add graph-backed memory and context retrieval to agent workflows

Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.

Add IDE-style semantic code navigation and symbol-safe refactors

Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.

Add managed long-term memory to LangGraph agents with LangMem

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

Add multimodal lifelong memory to MCP and Python agents with Sim

Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.

Add persistent project memory and hook-driven synthesis with Cla

Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.

Add Postgres-native vector retrieval to agent and RAG workflows

Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.

Address GitHub PR review comments from the current branch with g

Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.

Add runtime guardrails to TypeScript agents with VoltAgent

Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.

Adobe Firefly API Batch Image Generator

Calls Adobe Firefly

Adobe Photoshop API Batch Processor

Automates image editing workflows via the Adobe Photoshop API (Firefly Services). Supports smart object replacement, action playback, and PSD layer manipulation at scale.

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