memory-os

Commit Graph

Author	SHA1	Message	Date
Claudio Drews	1281d7a778	fix: make embedding provider-agnostic via env vars - embedding.py: EMBEDDING_API_BASE and EMBEDDING_MODEL now read from env with OpenRouter defaults (preserves backward compatibility) - .env.example: document embedding backend config with Qwen3 rationale - setup/install.md: update prerequisite to reflect configurable backend - layers/05-qdrant.md: add "Why Qwen3-Embedding-8B" section (multilingual, quality, speed, cost) Closes #1	2026-06-02 09:45:31 -03:00
Claudio Drews	a4ca094a7b	docs: add ground-truth hierarchy layer (07) — the critical missing piece Context injection delivers memory into the prompt, but without an explicit Ground Truth hierarchy the agent treats it as optional suggestion. This layer documents the fix: injected memory ([qdrant], [fabric], [sessions], [facts]) ranked as authoritative for documented knowledge, with clear conflict-resolution rules against terminal output and training knowledge.	2026-06-01 19:23:55 -03:00
ClaudioDrews	0b32ffcfc2	Initial commit: Memory OS — 6-layer memory architecture for Hermes Agent	2026-05-31 16:50:37 -03:00

Author

SHA1

Message

Date

Claudio Drews

1281d7a778

fix: make embedding provider-agnostic via env vars

- embedding.py: EMBEDDING_API_BASE and EMBEDDING_MODEL now read from env
  with OpenRouter defaults (preserves backward compatibility)
- .env.example: document embedding backend config with Qwen3 rationale
- setup/install.md: update prerequisite to reflect configurable backend
- layers/05-qdrant.md: add "Why Qwen3-Embedding-8B" section
  (multilingual, quality, speed, cost)

Closes #1

2026-06-02 09:45:31 -03:00

Claudio Drews

a4ca094a7b

docs: add ground-truth hierarchy layer (07) — the critical missing piece

Context injection delivers memory into the prompt, but without an explicit
Ground Truth hierarchy the agent treats it as optional suggestion. This
layer documents the fix: injected memory ([qdrant], [fabric], [sessions],
[facts]) ranked as authoritative for documented knowledge, with clear
conflict-resolution rules against terminal output and training knowledge.

2026-06-01 19:23:55 -03:00

ClaudioDrews

0b32ffcfc2

Initial commit: Memory OS — 6-layer memory architecture for Hermes Agent

2026-05-31 16:50:37 -03:00

3 Commits