fix(docs): update stale MEMORY_RETRIEVAL_EMBEDDING_KEY refs after litellm-pgvector revert
README.md and docs/proxy-key-onboarding.md were edited by later commits (b996b1f,24d749b) that the litellm-pgvector revert didn't touch, so they still named the now-removed MEMORY_RETRIEVAL_EMBEDDING_KEY var. Left docs/research/langchain-pgvector-vs-litellm-pgvector.md as-is — it's a dated record of the decision being reversed, not live config. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_018WHfjWrSEcGhCoeu6dQfDa
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How to issue a new per-workload API key against the LiteLLM proxy (see [issue #10](https://git.arthurerlich.de/haylan/LLM-Server/issues/10) / `docs/research/proxy-tool-choice.md`), so a new workload (a code-reviewer tool, Paperless-OCR, Gitea code review, etc.) gets its own key and its own visible usage/spend.
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`OPENWEBUI_LITELLM_KEY` and `MEMORY_RETRIEVAL_EMBEDDING_KEY` — the two keys this stack's own services need — are minted automatically by `./scripts/update.sh` via the same API `curl` shows below; the steps here are for any other workload, or for those two if the automatic mint ever fails.
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`OPENWEBUI_LITELLM_KEY` and `LITELLM_PGVECTOR_EMBEDDING_KEY` — the two keys this stack's own services need — are minted automatically by `./scripts/update.sh` via the same API `curl` shows below; the steps here are for any other workload, or for those two if the automatic mint ever fails.
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## Create the key
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