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Nxtgauge AI Assistant
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Ashwin Kumar Sivakumar 526e12ac12
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Details
Resolve per-account LiteLLM key instead of always using the shared master key 
Adds UserKeyClient, which fetches (and caches) an account's LiteLLM virtual
key from the users service's internal endpoint. AiProvider gains
complete_as_user(), and LiteLLMProvider resolves the caller's key when
available, falling back to the master key otherwise so existing behavior
is unchanged where no per-account key is wired up yet.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-16 20:29:11 +05:30
.forgejo Update workflows and source files 2026-07-02 06:51:03 +05:30
.gitea/workflows fix(ci): use runner docker host 2026-07-05 22:25:37 +05:30
.github/workflows ci: remove GitHub Actions workflow - using Forgejo CI exclusively 2026-07-06 04:19:48 +05:30
migrations feat(ai-assistant): bootstrap rust axum backend with providers, routes, and db scaffolding 2026-04-11 15:04:14 +02:00
prompts/v1 feat: add Ask Ash AI assistant implementation 2026-06-14 20:28:17 +02:00
seeds feat(ai-assistant): bootstrap rust axum backend with providers, routes, and db scaffolding 2026-04-11 15:04:14 +02:00
src Resolve per-account LiteLLM key instead of always using the shared master key 2026-07-16 20:29:11 +05:30
.env.example Fix panic-on-missing-env in auth middleware and ticket provider 2026-07-02 18:31:35 +05:30
.gitignore feat(ai-assistant): bootstrap rust axum backend with providers, routes, and db scaffolding 2026-04-11 15:04:14 +02:00
Cargo.lock Fix panic on every authenticated request: jsonwebtoken missing crypto backend 2026-07-02 22:27:03 +05:30
Cargo.toml Fix panic on every authenticated request: jsonwebtoken missing crypto backend 2026-07-02 22:27:03 +05:30
Dockerfile ci: deploy ai assistant via github actions and ghcr 2026-06-14 22:52:50 +05:30
README.md chore: trigger build 2026-07-06 04:42:22 +05:30

README.md

nxtgauge-ai-assistant

Backend-only Rust service for Nxtgauge AI workflows.

Scope (MVP)

  • Job description generation
  • Form filling assistance
  • Help article retrieval
  • Support ticket creation via chatbot

Stack

  • Rust + Axum
  • Ollama (default local runtime)
  • Postgres scaffolding via sqlx
  • Provider abstractions for future runtime swaps

Run

cp .env.example .env
cargo run

Endpoints

  • GET /health
  • POST /api/v1/chat/message
  • POST /api/v1/jobs/generate-description
  • POST /api/v1/forms/extract
  • POST /api/v1/tickets/create
  • POST /api/v1/help/search

Environment

  • APP_HOST
  • APP_PORT
  • DATABASE_URL
  • OLLAMA_BASE_URL
  • OLLAMA_CHAT_MODEL (default smollm2:360m)
  • OLLAMA_EMBED_MODEL (default nomic-embed-text)
  • HELP_CENTER_SEED_PATH
  • TICKETS_SOURCE

Architecture

  • chat/: workflow-oriented orchestration
  • jobs/, forms/, tickets/: domain modules
  • providers/llm: AiProvider + Ollama implementation
  • providers/tickets: TicketProvider + mock adapter
  • providers/help_center: HelpCenterProvider + local seed implementation
  • retrieval/embeddings: embedding abstraction + Ollama adapter
  • db/: DB connection, entities, repository helpers
  • routes/, handlers/: API layer

Notes

  • Service starts even if Ollama model is unavailable; provider returns graceful fallback responses.
  • STT (faster-whisper) is intentionally deferred to phase 2.

CI (Woodpecker)

Required secrets:

  • REGISTRY_USERNAME
  • REGISTRY_PASSWORD

Trigger build 1783293142