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Complete Section 5 with performance, scaling, and production readiness notebooks
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python-recipes/context-engineering/README.md

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# Edit .env and add your OpenAI API key
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# OPENAI_API_KEY=your-key-here
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# Start Redis and Agent Memory Server
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# Start Redis and
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docker-compose up -d
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# Verify services are running
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docker-compose ps
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# Check Agent Memory Server health
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curl http://localhost:8088/health
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curl http://localhost:8088/v1/health
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```
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#### 2. Set Up the Reference Agent

python-recipes/context-engineering/SETUP.md

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docker-compose ps
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# Check that the Agent Memory Server is healthy
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curl http://localhost:8088/health
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curl http://localhost:8088/v1/health
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```
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You should see:
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### Check Agent Memory Server
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```bash
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# Test health endpoint
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curl http://localhost:8088/health
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# Should return: {"status":"healthy"}
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curl http://localhost:8088/v1/health
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# Should return: {"now":<timestamp>}
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# Test that it can connect to Redis and has your API key
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curl http://localhost:8088/api/v1/namespaces

python-recipes/context-engineering/docker-compose.yml

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services:
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redis:
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image: redis:8.2.1
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image: redis:8.2.2
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container_name: redis-context-engineering
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ports:
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- "6379:6379"

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