Trigix v1.3.0

A large expansion of the workflow node catalog — 44 new node types
(136 → 180) — covering the gaps against comparable workflow/automation
tools and deepening the AI-native and Chinese-enterprise coverage. Each node
is full-stack (engine + config UI) and backward compatible. Most are plain
HTTP; the few that aren't were deliberately implemented in pure Rust (or via a
runtime CLI) so the default cargo build needs no extra system library.

Added

LLM providers

• azure_openai (deployment-based, api-key header), vertex (Google Vertex
  AI / Gemini generateContent with a caller-supplied OAuth2 token), bedrock
  (AWS Bedrock InvokeModel, model-native body), grok (xAI), and ollama
  (self-hosted, OpenAI-compatible).

AI-native building blocks (OpenAI-/Cohere-compatible, configurable base URL)

• embedding, reranker, text_splitter (pure-compute, UTF-8-safe chunking),
  structured_output (LLM JSON mode), classifier, image_gen,
  speech_to_text (Whisper, multipart upload), and tts.

Vector stores

• weaviate (REST + GraphQL), chroma (REST data API), and milvus / Zilliz
  (REST API v2).

Databases & data warehouses

• mongodb (Atlas Data API), clickhouse (HTTP), mysql (sqlx), snowflake
  (SQL API v2, bearer token), bigquery (jobs.query REST), and sqlserver
  (Microsoft SQL Server over the pure-Rust tiberius TDS driver — no native
  client needed).

Object storage

• gcs (Google Cloud Storage JSON API) and azure_blob (REST + SAS token),
  both using caller-supplied credentials.

AWS (a from-scratch Signature V4 signer — no AWS SDK — validated against
AWS's published get-vanilla test vector)

• sqs, sns, and bedrock.

Message brokers

• kafka (Confluent REST Proxy) and rabbitmq (Management HTTP API).

Chinese enterprise collaboration

• feishu / Lark (custom-bot webhook or app message API), dingtalk (custom
  robot with optional HMAC sign), and wecom (WeChat Work group robot).

Network file / shell / mail (pure-Rust clients — no libssh2/system library)

• ftp / FTPS (suppaftp), sftp and ssh (russh / russh-sftp, password or
  private-key auth), and imap (TLS mailbox reads).

Utilities & core primitives

• hash (SHA-256/384/512 + HMAC), jwt (HS256/384/512 sign & verify),
  zip (create/extract), image (resize/convert/metadata), pdf_extract
  (text extraction), ocr (via the tesseract CLI), html_extract (CSS
  selectors), rss (RSS/Atom/JSON feeds), and wait (pause for a duration /
  until a timestamp, or suspend until externally resumed via the existing
  approve/resume endpoint).

Notes

• The ocr node needs the tesseract CLI on the executor host; all other
  nodes have no extra runtime dependency.
• The wait (resume mode) and snowflake/bigquery/vertex/gcs/azure_blob
  nodes take a caller-supplied token rather than performing their own
  credential exchange.

Helm chart v0.3.3

Helm chart trigix 0.3.3 (deploys app 1.1.0).

Install:

helm install trigix oci://ghcr.io/bj-qizhi/charts/trigix --version 0.3.3 --namespace trigix --create-namespace

Trigix v1.2.0

Deeper AI-native capabilities — the agent runs on Chinese / self-hosted models,
richer RAG retrieval, and acting tools — plus a deployment and distribution
chain that actually builds and deploys. Backward compatible with 1.1.0.

Added

AI-native

• The Agent node runs on OpenAI-compatible models (Qwen, DeepSeek, Zhipu,
  Moonshot, a self-hosted vLLM/Ollama gateway) in addition to Anthropic, so the
  tool-use agent works in a self-hosted / China deployment where the Anthropic
  API is unreachable.
• Agent tools: a sandboxed http_request (default-deny egress, SSRF guard,
  DNS-rebinding-safe IP pinning, response size cap) and custom-node tools that
  let the agent call the tenant's own registered nodes.
• Hybrid RAG retrieval — vector + full-text fused with Reciprocal Rank Fusion —
  and an optional min_score floor; helps queries that hinge on exact tokens
  (codes, identifiers, English terms inside CJK text).
• Optional cross-encoder reranking over a Cohere/Jina/BGE-compatible endpoint
  (e.g. a self-hosted bge-reranker), with a dependency-free local fallback.
• An HNSW vector index for retrieval at scale, and CJK tokenization for the
  hybrid keyword side when a Chinese FTS config (pg_jieba / zhparser) is present.
• The Agent node reports token usage (_agent_usage).

Deployment & CI

• CI: a Docker image build smoke job (builds the platform and AI runtime images
  and checks they run) and a Helm job (lint + render across value permutations
  • kubeconform schema validation).
• A Dockerfile for the AI runtime (the repo had a platform image but none for
  the AI runtime).
• Helm chart: an ai-runtime Deployment + Service, so the chart deploys the
  full stack — platform + AI runtime + PostgreSQL/pgvector + Redis; the AI
  runtime and Redis were also added to docker-compose.prod.yml.
• The Helm chart is published to GHCR (oci://ghcr.io/bj-qizhi/charts/trigix)
  and attached to GitHub Releases; a workflow auto-publishes on a chart-v*
  tag, syncs both channels, and bumps the README install version.

Changed

• Both Agent LLM backends run the (synchronous) model call off the event loop.
• The platform image tracks the latest stable Rust (rust:1-slim), matching CI,
  so it no longer rots when a dependency raises its edition / MSRV.
• Helm chart 0.3.2, appVersion 1.2.0.

Fixed

• The platform Docker image could not build: a stale crate name left over from
  the agentflow→trigix rename, a Rust base image too old for the dependency
  tree (a transitive crate now requires edition 2024), and the migrations
  directory missing from the build stage (sqlx::migrate! reads it at compile
  time). The runtime image also lacked curl, which its healthcheck used.
• Helm chart could not deploy: the platform DATABASE_URL was a password-less
  placeholder so it could not authenticate, and the platform Service/PDB
  selectors also matched the Redis (and now AI runtime) pods. Both the platform
  and AI runtime now build the DSN from the postgres secret, and each component
  has a scoped selector.
• docker-compose.prod.yml: dropped a migrations initdb mount that conflicted
  with the app's own sqlx::migrate! step on a fresh database.
• The condition node now evaluates operators (gt/lt/contains/…) and a
  source path instead of silently falling back to an existence check, and the
  bundled gallery templates were corrected to read values from the right paths.

Helm chart v0.3.2

Helm chart trigix 0.3.2 (deploys app 1.1.0).

Install:

helm install trigix oci://ghcr.io/bj-qizhi/charts/trigix --version 0.3.2 --namespace trigix --create-namespace

Helm chart v0.3.1

Helm chart trigix 0.3.1 (deploys app 1.1.0).

Install:

helm install trigix oci://ghcr.io/bj-qizhi/charts/trigix --version 0.3.1 --namespace trigix --create-namespace

Helm chart v0.3.0

Helm chart trigix 0.3.0 (deploys app 1.1.0).

Install:

helm install trigix oci://ghcr.io/bj-qizhi/charts/trigix --version 0.3.0 --namespace trigix --create-namespace

Helm chart v0.2.0

Helm chart trigix 0.2.0 (deploys app 1.1.0).

Full stack: platform + AI runtime + PostgreSQL/pgvector + Redis. Adds the AI
runtime component and the fixes that make the chart actually deployable
(DB password injection, per-component selector scoping).

Install

helm install trigix \
  https://github.com/bj-qizhi/trigix/releases/download/chart-v0.2.0/trigix-0.2.0.tgz \
  --namespace trigix --create-namespace

Or download and inspect first:

curl -fsSLO https://github.com/bj-qizhi/trigix/releases/download/chart-v0.2.0/trigix-0.2.0.tgz
helm template trigix ./trigix-0.2.0.tgz | less

sha256: 7d13d280db831f1780a173952e70c71888dd1dc39b1ca3948574e6fc31252c87

Trigix v1.1.0

New AI-native and enterprise capabilities, a custom node SDK, and a major
quality/CI uplift. Backward compatible with 1.0.0.

Added

AI-native

• RAG knowledge store on pgvector in the AI runti
  e: ingest, embed (OpenAI or
  an offline local embedding), and cosine-similarity retrieval.
• rag and rag_ingest workflow nodes, plus a Knowledge Bases management page.
• Agent tool-use loop: the Agent node can call tools (sandboxed calculator and
  knowledge-base search) and iterate to an answer.

Custom node SDK (node ecosystem)

• Python (trigix-node-sdk on PyPI) and TypeScript/JavaScript
  (trigix-node-sdk on npm) SDKs for writing nodes served over HTTP.
• custom node type, a tenant-scoped node registry, and one-click registration
  from a node service's /manifest.
• Example nodes (HTML to text, PII redaction, sentiment) and an end-to-end demo.

Enterprise

• Enterprise SSO via OIDC (Okta / Azure AD / Google Workspace / Alibaba Cloud
  IDaaS / Huawei OneAccess / Tencent / Authing) plus Feishu, DingTalk, and
  WeChat Work; admin management UI with enable/disable.
• Encryption at rest for credential and SSO secrets (AES-256-GCM via
  CREDENTIAL_MASTER_KEY), with transparent passthrough of legacy plaintext.
• Dead-letter queue for the Redis Streams execution queue; failed jobs are
  preserved and can be re-driven instead of silently dropped.
• Opt-in data retention sweeper (DATA_RETENTION_DAYS) for executions, audit
  log, token usage, and webhook deliveries.

Changed

• Split the 14k-line executor.rs (previously include!-spliced) into cohesive
  submodules.
• CI now enforces formatting, the full Rust test suite, the web production
  build, the AI runtime tests against a pgvector service, and both node SDK test
  suites.

Fixed

• Repaired a test suite that did not compile and 122 frontend TypeScript build
  errors.
• Credential creation on PostgreSQL (an i64 was bound to a TIMESTAMPTZ column).
• A few latent frontend bugs surfaced by the typechecker.

Trigix v1.0.0 — Initial Release

🎉 Trigix v1.0.0 — Initial Release

First public release of Trigix, an AI-Native Workflow Automation Platform built with Rust + React.

Highlights

• 136 node types — AI models (Claude, GPT-4, Gemini, Groq + 7 Chinese LLMs), 50+ SaaS integrations, data transforms, control flow
• Rust execution engine — Async DAG, parallel Fan-out/Fan-in, retries, SSE streaming
• Enterprise-ready — JWT + RBAC, multi-tenant, audit log, Prometheus metrics, Kubernetes Helm Chart
• Visual canvas — React Flow editor with undo/redo, keyboard shortcuts, template gallery, AI-assisted generation

Quick Start

docker compose up -d
DATABASE_URL=postgres://trigix:trigix@localhost:35432/trigix cargo run -p trigix-platform
cargo run -p trigix-executor
cd apps/web && npm install && npm run dev

See CHANGELOG.md for the full feature list.

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