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feat(org): add LiteLLM usage stats to organization dashboard

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Replace mock token usage with real data from LiteLLM free-tier APIs
(global/activity, global/activity/model, global/spend/models). Adds
per-model breakdown table, loading/error states, usage data models
with serde tests, and i18n keys for all five languages.

Also includes: replace Ollama with LiteLLM proxy, update config,
docker-compose, and provider infrastructure.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
Sharang Parnerkar
2026-02-26 18:23:46 +01:00
parent 0deaaca848
commit 0cb350e26e
28 changed files with 1077 additions and 470 deletions
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9
.env.example
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@@ -34,10 +34,11 @@ MONGODB_DATABASE=certifai
SEARXNG_URL=http://localhost:8888
# ---------------------------------------------------------------------------
# Ollama LLM instance [OPTIONAL - defaults shown]
# LiteLLM proxy [OPTIONAL - defaults shown]
# ---------------------------------------------------------------------------
OLLAMA_URL=http://localhost:11434
OLLAMA_MODEL=llama3.1:8b
LITELLM_URL=http://localhost:4000
LITELLM_MODEL=qwen3-32b
LITELLM_API_KEY=
# ---------------------------------------------------------------------------
# LibreChat (external chat via SSO) [OPTIONAL - default: http://localhost:3080]
@@ -47,7 +48,7 @@ LIBRECHAT_URL=http://localhost:3080
# ---------------------------------------------------------------------------
# LLM Providers (comma-separated list) [OPTIONAL]
# ---------------------------------------------------------------------------
LLM_PROVIDERS=ollama
LLM_PROVIDERS=litellm
# ---------------------------------------------------------------------------
# SMTP (transactional email) [OPTIONAL]