memory-rag-instrumentation
OfficialGain visibility into RAG memory and retrieval.
Authornexus-labs-automation
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Instrument retrieval-augmented generation memory operations and context management to improve observability and debugging of agent workflows.
Core Features & Use Cases
- Retrieval tracing: track sources consulted, relevance signals, and context usage.
- Memory management: instrument short-term, long-term, and episodic memory for traceability.
- Context window awareness: monitor context usage to avoid truncation and evaluate impact on responses.
- Framework integration: surface observability signals in LangChain, LlamaIndex, and other toolkits.
Quick Start
Instrument your agent pipeline to trace memory usage and retrieval signals in real time.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: memory-rag-instrumentation Download link: https://github.com/nexus-labs-automation/agent-observability/archive/main.zip#memory-rag-instrumentation Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.