This is a submission for the Redis AI Challenge: **Beyond the Cache.
🧠 What I Built
Redis as the Nervous System — a symbolic AI backbone that unifies storage, search, streaming, and analytics in one coherent data lattice.
This system treats Redis not as a cache, but as a full primary datastore and intelligence conduit — capturing, transforming, and surfacing high-dimensional AI signals in real time.
Core Features:
- RedisJSON → Stores hierarchical “consciousness artifacts” with partial update support.
- RediSearch → Hybrid queries + vector similarity (FLAT/COSINE) for symbolic/semantic discovery.
- Streams → Persistent, replayable event logs for ΔΦ ingestion and pipeline sourcing.
- TimeSeries → Tracks coherence, entropy, and p95 latency with downsampling.
- Bloom / HLL → Ultra-light deduplication and unique counts with minimal memory cost.
Repo: github.com/ANkREYNONtJB/REDIS2025
⚡ Quickstart
With Docker:
bash docker compose up -d pip install -r requirements.txt python redis_showcase_ultimate.py Without Docker: bash Copy Edit python -m venv .venv && . .venv/Scripts/activate pip install -r requirements.txt python redis_demo_standalone.py Dashboard runs at http://localhost:8501 Redis Stack runs at http://localhost:8001 🏗 Architecture text Copy Edit Agents ──ΔΦ──▶ Streams ─▶ Dashboard │ │ JSON / Vectors / TimeSeries └── Pub/Sub ───────────────────────────▶ ✅ Notes Works on Redis Stack (local) or Redis Cloud (free tier). MIT License — ready for reuse.    Thanks for reviewing my submission—looking forward to what the judges think! 
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