feat: Add Redis Vector backend#235

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esafwan wants to merge 2 commits into

kimi/vector-store-redis-backend

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esafwan commented Mar 30, 2026

Summary

Adds Redis Vector backend using LlamaIndex adapter.

Implementation

RedisBackend - Full KnowledgeBackend implementation
Unified cache + search - Leverages existing Redis infrastructure
LlamaIndex integration - Uses llama-index-vector-stores-redis

Files

huf/ai/knowledge/backends/redis_backend.py
huf/ai/knowledge/tests/test_redis_backend.py

Dependencies

Optional: llama-index-vector-stores-redis

Related

Tier 2 backend for teams with existing Redis infrastructure.

esafwan added 2 commits

March 28, 2026 11:04


          docs: add HUF Memory System design documents

8de517d

- PRD: Programmable Memory & Learning Layer
- DocType designs: Memory Record, Policy, Profile
- Tech specs: Capture/Retrieval, Storage Architecture
- Profiles: Travel Planning, Programming, Documentation
- Implementation plan and project tracking


          feat(knowledge): implement Redis Vector backend

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