feat: Add Pinecone vector backend#238

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esafwan wants to merge 2 commits into

kimi/vector-store-pinecone-backend

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esafwan commented Mar 30, 2026

Summary

Adds Pinecone vector backend using LlamaIndex adapter.

Implementation

PineconeBackend - Full KnowledgeBackend implementation
Cloud/SaaS only - Serverless vector database
Hybrid search - Supports sparse-dense hybrid search
LlamaIndex integration - Uses llama-index-vector-stores-pinecone

Files

huf/ai/knowledge/backends/pinecone_backend.py
huf/ai/knowledge/tests/test_pinecone_backend.py

Dependencies

Optional: llama-index-vector-stores-pinecone

Related

Tier 2 backend for cloud-first, serverless deployments.

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 Pinecone vector backend

7a44446

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