Apr 27, 2026 · Artificial Intelligence

Build a Private Knowledge Base from Scratch with DeepSeek V4 and AnythingLLM

This guide walks you through creating a fully local, zero‑cloud RAG knowledge base using DeepSeek V4, AnythingLLM, and the BGE‑M3 embedding model, covering component choices, step‑by‑step installation, advanced tuning, troubleshooting, use‑case scenarios, and cost estimation.

AnythingLLMBGE‑M3DeepSeek V4

0 likes · 18 min read

Build a Private Knowledge Base from Scratch with DeepSeek V4 and AnythingLLM

Frontend AI Walk

Mar 11, 2026 · Artificial Intelligence

OpenClaw Full‑Domestic Model Stack: 6 Role‑Based Selections and Strategies

This guide outlines a role‑based selection strategy for building a fully domestic OpenClaw model stack, explains common pitfalls when replacing foreign models, details why specific Chinese models fit each role, presents three balanced configurations, and offers a step‑by‑step migration plan.

BGE‑M3DeepSeekGLM-5

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OpenClaw Full‑Domestic Model Stack: 6 Role‑Based Selections and Strategies