fix: runtime deployment fixes for Docker Compose stack
- Add .gitignore for __pycache__, node_modules, .playwright-mcp - Add CLAUDE.md project instructions - docker-compose: remove host port exposure for internal services, remove Ollama container (use host), add CORS origin, bake NEXT_PUBLIC_API_URL at build time, run alembic migrations on gateway startup, add CPU-only torch pre-install - gateway: add CORS middleware, graceful Slack degradation without bot token, fix None guard on slack_handler - gateway pyproject: add aiohttp dependency for slack-bolt async - llm-pool pyproject: install litellm from GitHub (removed from PyPI), enable hatch direct references - portal: enable standalone output in next.config.ts - Remove orphaned migration 003_phase2_audit_kb.py (renamed to 004) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This commit is contained in:
31
.gitignore
vendored
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31
.gitignore
vendored
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# Python
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__pycache__/
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*.py[cod]
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*.egg-info/
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dist/
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build/
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.venv/
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*.egg
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# Node
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node_modules/
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.next/
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.turbo/
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# IDE
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.vscode/
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.idea/
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*.swp
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*.swo
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# Environment
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.env
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.env.local
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.env.production
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# Playwright
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.playwright-mcp/
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# OS
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.DS_Store
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Thumbs.db
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@@ -157,6 +157,10 @@ None - no external service configuration required. LLM API keys are read from `.
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- Docker Compose llm-pool and celery-worker services defined (not yet built/tested in container — deferred to integration phase)
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- Docker Compose llm-pool and celery-worker services defined (not yet built/tested in container — deferred to integration phase)
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- `handle_message` task interface is stable: accepts `KonstructMessage.model_dump()`, returns `{message_id, response, tenant_id}`
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- `handle_message` task interface is stable: accepts `KonstructMessage.model_dump()`, returns `{message_id, response, tenant_id}`
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## Self-Check: PASSED
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All key files verified present. Both task commits (ee2f88e, 8257c55) verified in git log. 19 integration tests pass. SUMMARY.md created. STATE.md, ROADMAP.md, REQUIREMENTS.md updated.
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---
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---
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*Phase: 01-foundation*
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*Phase: 01-foundation*
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*Completed: 2026-03-23*
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*Completed: 2026-03-23*
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CLAUDE.md
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CLAUDE.md
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# CLAUDE.md — Konstruct
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## What is Konstruct?
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Konstruct is an AI workforce platform where clients subscribe to AI employees, teams, or entire AI-run companies. AI workers communicate through familiar channels — Slack, Microsoft Teams, Mattermost, Rocket.Chat, WhatsApp, Telegram, and Signal — so adoption requires zero behavior change from the customer.
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|
Think of it as "Hire an AI department" — not another chatbot SaaS.
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|
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|
---
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|
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## Project Identity
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- **Codename:** Konstruct
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- **Domain:** TBD (check konstruct.ai, konstruct.io, konstruct.dev)
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|
- **Tagline ideas:** "Build your AI workforce" / "AI teams that just work"
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|
- **Inspired by:** [paperclip.ing](https://paperclip.ing)
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|
- **Differentiation:** Channel-native AI workers (not a dashboard), tiered multi-tenancy, BYO-model support
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|
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|
---
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||||||
|
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||||||
|
## Architecture Overview
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|
|
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|
### Core Mental Model
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|
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|
```
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|
Client (Slack/Teams/etc.)
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|
│
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||||||
|
▼
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|
┌─────────────────────┐
|
||||||
|
│ Channel Gateway │ ← Unified ingress for all messaging platforms
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|
│ (webhook/WS) │
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||||||
|
└────────┬────────────┘
|
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|
│
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|
▼
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|
┌─────────────────────┐
|
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|
│ Message Router │ ← Tenant resolution, rate limiting, context loading
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|
└────────┬────────────┘
|
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|
│
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|
▼
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|
┌─────────────────────┐
|
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|
│ Agent Orchestrator │ ← Agent selection, tool dispatch, memory, handoffs
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|
│ (per-tenant) │
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|
└────────┬────────────┘
|
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|
│
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|
▼
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|
┌─────────────────────┐
|
||||||
|
│ LLM Backend Pool │ ← LiteLLM router → Ollama / vLLM / OpenAI / Anthropic / BYO
|
||||||
|
└─────────────────────┘
|
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|
```
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|
|
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|
### Key Architectural Principles
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|
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|
1. **Channel-agnostic core** — Business logic never depends on which messaging platform the message came from. The Channel Gateway normalizes everything into a unified internal message format.
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|
2. **Tenant-isolated agent state** — Each tenant's agents have isolated memory, tools, and configuration. No cross-tenant data leakage, ever.
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|
3. **LLM backend as a pluggable resource** — Clients can use platform-provided models, bring their own API keys, or point to their own self-hosted inference endpoints.
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|
4. **Agents are composable** — A single AI employee is an agent. A team is an orchestrated group of agents. A company is a hierarchy of teams with shared context and delegation.
|
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|
|
||||||
|
---
|
||||||
|
|
||||||
|
## Tech Stack
|
||||||
|
|
||||||
|
### Backend (Primary: Python)
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|
|
||||||
|
| Layer | Technology | Rationale |
|
||||||
|
|-------|-----------|-----------|
|
||||||
|
| API Framework | **FastAPI** | Async-native, OpenAPI docs, dependency injection |
|
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|
| Task Queue | **Celery + Redis** or **Dramatiq** | Background jobs: LLM calls, tool execution, webhooks |
|
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|
| Database | **PostgreSQL 16** | Primary data store, tenant isolation via schemas or RLS |
|
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|
| Cache / Pub-Sub | **Redis / Valkey** | Session state, rate limiting, pub/sub for real-time events |
|
||||||
|
| Vector Store | **pgvector** (start) → **Qdrant** (scale) | Agent memory, RAG, conversation search |
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|
| Object Storage | **MinIO** (self-hosted) / **S3** (cloud burst) | File attachments, documents, agent artifacts |
|
||||||
|
| LLM Gateway | **LiteLLM** | Unified API across all LLM providers, cost tracking, fallback routing |
|
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|
| Agent Framework | **Custom** (evaluate LangGraph, CrewAI, or raw) | Agent orchestration, tool use, multi-agent handoffs |
|
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|
|
||||||
|
### Messaging Channel SDKs
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|
|
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|
| Channel | Library / Integration |
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|
|---------|----------------------|
|
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|
| Slack | `slack-bolt` (Events API + Socket Mode) |
|
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|
| Microsoft Teams | `botbuilder-python` (Bot Framework SDK) |
|
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|
| Mattermost | `mattermostdriver` + webhooks |
|
||||||
|
| Rocket.Chat | REST API + Realtime API (WebSocket) |
|
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|
| WhatsApp | WhatsApp Business API (Cloud API) |
|
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|
| Telegram | `python-telegram-bot` (Bot API) |
|
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|
| Signal | `signal-cli` or `signald` (bridge) |
|
||||||
|
|
||||||
|
### Frontend (Admin Dashboard / Client Portal)
|
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|
|
||||||
|
| Layer | Technology |
|
||||||
|
|-------|-----------|
|
||||||
|
| Framework | **Next.js 14+** (App Router) |
|
||||||
|
| UI | **Tailwind CSS + shadcn/ui** |
|
||||||
|
| State | **TanStack Query** |
|
||||||
|
| Auth | **NextAuth.js** → consider **Keycloak** for enterprise |
|
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|
|
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|
### Infrastructure
|
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|
|
||||||
|
| Layer | Technology |
|
||||||
|
|-------|-----------|
|
||||||
|
| Dev Orchestration | **Docker Compose + Portainer** |
|
||||||
|
| Prod Orchestration | **Kubernetes (k3s or Talos Linux)** |
|
||||||
|
| Core Hosting | **Hetzner Dedicated Servers** |
|
||||||
|
| Cloud Burst | **AWS / GCP** (auto-scale inference, overflow) |
|
||||||
|
| Reverse Proxy | **NPM Plus** (dev) / **Traefik** (prod K8s ingress) |
|
||||||
|
| DNS | **Technitium** (internal) / **Cloudflare** (external) |
|
||||||
|
| VPN Mesh | **Headscale** (self-hosted) + Tailscale clients |
|
||||||
|
| CI/CD | **Gitea Actions** → **GitHub Actions** (if public) |
|
||||||
|
| Monitoring | **Prometheus + Grafana + Loki** |
|
||||||
|
| Security | **Wazuh** (SIEM), **Trivy** (container scanning) |
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## Repo Structure
|
||||||
|
|
||||||
|
Monorepo to start, split later when service boundaries stabilize.
|
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|
|
||||||
|
```
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|
konstruct/
|
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|
├── CLAUDE.md # This file
|
||||||
|
├── docker-compose.yml # Local dev environment
|
||||||
|
├── docker-compose.prod.yml # Production-like local stack
|
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|
├── k8s/ # Kubernetes manifests / Helm charts
|
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|
│ ├── base/
|
||||||
|
│ └── overlays/
|
||||||
|
│ ├── staging/
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|
│ └── production/
|
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|
├── packages/
|
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|
│ ├── gateway/ # Channel Gateway service
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|
│ │ ├── channels/ # Per-channel adapters (slack, teams, etc.)
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|
│ │ ├── normalize.py # Unified message format
|
||||||
|
│ │ └── main.py
|
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|
│ ├── router/ # Message Router service
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|
│ │ ├── tenant.py # Tenant resolution
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||||||
|
│ │ ├── ratelimit.py
|
||||||
|
│ │ └── main.py
|
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|
│ ├── orchestrator/ # Agent Orchestrator service
|
||||||
|
│ │ ├── agents/ # Agent definitions and behaviors
|
||||||
|
│ │ ├── teams/ # Multi-agent team logic
|
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|
│ │ ├── tools/ # Tool registry and execution
|
||||||
|
│ │ ├── memory/ # Conversation and long-term memory
|
||||||
|
│ │ └── main.py
|
||||||
|
│ ├── llm-pool/ # LLM Backend Pool service
|
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|
│ │ ├── providers/ # Provider configs (litellm router)
|
||||||
|
│ │ ├── byo/ # BYO key / endpoint management
|
||||||
|
│ │ └── main.py
|
||||||
|
│ ├── portal/ # Next.js admin dashboard
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||||||
|
│ │ ├── app/
|
||||||
|
│ │ ├── components/
|
||||||
|
│ │ └── lib/
|
||||||
|
│ └── shared/ # Shared Python libs
|
||||||
|
│ ├── models/ # Pydantic models, DB schemas
|
||||||
|
│ ├── auth/ # Auth utilities
|
||||||
|
│ ├── messaging/ # Internal message format
|
||||||
|
│ └── config/ # Shared config / env management
|
||||||
|
├── migrations/ # Alembic DB migrations
|
||||||
|
├── scripts/ # Dev scripts, seed data, utilities
|
||||||
|
├── tests/
|
||||||
|
│ ├── unit/
|
||||||
|
│ ├── integration/
|
||||||
|
│ └── e2e/
|
||||||
|
├── docs/ # Architecture docs, ADRs, runbooks
|
||||||
|
├── pyproject.toml # Python monorepo config (uv / hatch)
|
||||||
|
└── .env.example
|
||||||
|
```
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## Multi-Tenancy Model
|
||||||
|
|
||||||
|
Tiered isolation — the level increases with the subscription plan:
|
||||||
|
|
||||||
|
| Tier | Isolation | Target |
|
||||||
|
|------|-----------|--------|
|
||||||
|
| **Starter** | Shared infra, PostgreSQL RLS, logical separation | Solo founders, micro-businesses |
|
||||||
|
| **Team** | Dedicated DB schema, isolated Redis namespace, dedicated agent processes | SMBs, small teams |
|
||||||
|
| **Enterprise** | Dedicated namespace (K8s), dedicated DB, optional dedicated LLM inference | Larger orgs, compliance needs |
|
||||||
|
| **Self-Hosted** | Customer deploys their own Konstruct instance (Helm chart / Docker Compose) | On-prem requirements, data sovereignty |
|
||||||
|
|
||||||
|
### Tenant Resolution Flow
|
||||||
|
|
||||||
|
1. Inbound message hits Channel Gateway
|
||||||
|
2. Gateway extracts workspace/org identifier from the channel metadata (Slack workspace ID, Teams tenant ID, etc.)
|
||||||
|
3. Router maps channel org → Konstruct tenant via lookup table
|
||||||
|
4. All subsequent processing scoped to that tenant's context, models, tools, and memory
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## AI Employee Model
|
||||||
|
|
||||||
|
### Hierarchy
|
||||||
|
|
||||||
|
```
|
||||||
|
Company (AI-run)
|
||||||
|
└── Team
|
||||||
|
└── Employee (Agent)
|
||||||
|
├── Role definition (system prompt + persona)
|
||||||
|
├── Skills (tool bindings)
|
||||||
|
├── Memory (vector store + conversation history)
|
||||||
|
├── Channels (which messaging platforms it's active on)
|
||||||
|
└── Escalation rules (when to hand off to human or another agent)
|
||||||
|
```
|
||||||
|
|
||||||
|
### Employee Configuration (example)
|
||||||
|
|
||||||
|
```yaml
|
||||||
|
employee:
|
||||||
|
name: "Mara"
|
||||||
|
role: "Customer Support Lead"
|
||||||
|
persona: |
|
||||||
|
Professional, empathetic, solution-oriented.
|
||||||
|
Fluent in English, Spanish, Portuguese.
|
||||||
|
Escalates billing disputes to human after 2 failed resolutions.
|
||||||
|
model:
|
||||||
|
primary: "anthropic/claude-sonnet-4-20250514"
|
||||||
|
fallback: "openai/gpt-4o"
|
||||||
|
local: "ollama/qwen3:32b"
|
||||||
|
tools:
|
||||||
|
- zendesk_ticket_create
|
||||||
|
- zendesk_ticket_lookup
|
||||||
|
- knowledge_base_search
|
||||||
|
- calendar_book
|
||||||
|
channels:
|
||||||
|
- slack
|
||||||
|
- whatsapp
|
||||||
|
memory:
|
||||||
|
type: "conversational + rag"
|
||||||
|
retention_days: 90
|
||||||
|
escalation:
|
||||||
|
- condition: "billing_dispute AND attempts > 2"
|
||||||
|
action: "handoff_human"
|
||||||
|
- condition: "sentiment < -0.7"
|
||||||
|
action: "handoff_human"
|
||||||
|
```
|
||||||
|
|
||||||
|
### Team Orchestration
|
||||||
|
|
||||||
|
Teams use a coordinator pattern:
|
||||||
|
|
||||||
|
1. **Coordinator agent** receives the inbound message
|
||||||
|
2. Coordinator decides which team member(s) should handle it (routing)
|
||||||
|
3. Specialist agent(s) execute their part
|
||||||
|
4. Coordinator assembles the final response or delegates follow-up
|
||||||
|
5. All inter-agent communication logged for audit
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## LLM Backend Strategy
|
||||||
|
|
||||||
|
### Provider Hierarchy
|
||||||
|
|
||||||
|
```
|
||||||
|
┌─────────────────────────────────────────┐
|
||||||
|
│ LiteLLM Router │
|
||||||
|
│ (load balancing, fallback, cost caps) │
|
||||||
|
└────┬──────────┬──────────┬─────────┬────┘
|
||||||
|
│ │ │ │
|
||||||
|
Ollama vLLM Anthropic OpenAI
|
||||||
|
(local) (local) (API) (API)
|
||||||
|
│
|
||||||
|
BYO Endpoint
|
||||||
|
(customer-provided)
|
||||||
|
```
|
||||||
|
|
||||||
|
### Routing Logic
|
||||||
|
|
||||||
|
1. **Tenant config** specifies preferred provider(s) and fallback chain
|
||||||
|
2. **Cost caps** per tenant (daily/monthly spend limits)
|
||||||
|
3. **Model routing** by task type: simple queries → smaller/local models, complex reasoning → commercial APIs
|
||||||
|
4. **BYO keys** stored encrypted (AES-256), never logged, never used for other tenants
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## Messaging Format (Internal)
|
||||||
|
|
||||||
|
All channel adapters normalize messages into this format:
|
||||||
|
|
||||||
|
```python
|
||||||
|
class KonstructMessage(BaseModel):
|
||||||
|
id: str # UUID
|
||||||
|
tenant_id: str # Konstruct tenant
|
||||||
|
channel: ChannelType # slack | teams | mattermost | rocketchat | whatsapp | telegram | signal
|
||||||
|
channel_metadata: dict # Channel-specific IDs (workspace, channel, thread)
|
||||||
|
sender: SenderInfo # User ID, display name, role
|
||||||
|
content: MessageContent # Text, attachments, structured data
|
||||||
|
timestamp: datetime
|
||||||
|
thread_id: str | None # For threaded conversations
|
||||||
|
reply_to: str | None # Parent message ID
|
||||||
|
context: dict # Extracted intent, entities, sentiment (populated downstream)
|
||||||
|
```
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## Security & Compliance
|
||||||
|
|
||||||
|
### Non-Negotiables
|
||||||
|
|
||||||
|
- **Encryption at rest** (PostgreSQL TDE, MinIO server-side encryption)
|
||||||
|
- **Encryption in transit** (TLS 1.3 everywhere, mTLS between services)
|
||||||
|
- **Tenant isolation** enforced at every layer (DB, cache, object storage, agent memory)
|
||||||
|
- **BYO API keys** encrypted with per-tenant KEK, HSM-backed in Enterprise tier
|
||||||
|
- **Audit log** for every agent action, tool invocation, and LLM call
|
||||||
|
- **RBAC** per tenant (admin, manager, member, viewer)
|
||||||
|
- **Rate limiting** per tenant, per channel, per agent
|
||||||
|
- **PII handling** — configurable PII detection and redaction per tenant
|
||||||
|
|
||||||
|
### Future Compliance Targets
|
||||||
|
|
||||||
|
- SOC 2 Type II (when revenue supports it)
|
||||||
|
- GDPR data residency (leverage Hetzner EU + customer self-hosted option)
|
||||||
|
- HIPAA (Enterprise self-hosted tier only, with BAA)
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## Development Workflow
|
||||||
|
|
||||||
|
### Local Dev
|
||||||
|
|
||||||
|
```bash
|
||||||
|
# Clone and setup
|
||||||
|
git clone <repo-url> && cd konstruct
|
||||||
|
cp .env.example .env
|
||||||
|
|
||||||
|
# Start all services
|
||||||
|
docker compose up -d
|
||||||
|
|
||||||
|
# Run gateway in dev mode (hot reload)
|
||||||
|
cd packages/gateway
|
||||||
|
uvicorn main:app --reload --port 8001
|
||||||
|
|
||||||
|
# Run tests
|
||||||
|
pytest tests/unit -x
|
||||||
|
pytest tests/integration -x
|
||||||
|
```
|
||||||
|
|
||||||
|
### Branch Strategy
|
||||||
|
|
||||||
|
- `main` — production-ready, protected
|
||||||
|
- `develop` — integration branch
|
||||||
|
- `feat/*` — feature branches off develop
|
||||||
|
- `fix/*` — bugfix branches
|
||||||
|
- `release/*` — release candidates
|
||||||
|
|
||||||
|
### CI Pipeline
|
||||||
|
|
||||||
|
1. Lint (`ruff check`, `ruff format --check`)
|
||||||
|
2. Type check (`mypy --strict`)
|
||||||
|
3. Unit tests (`pytest tests/unit`)
|
||||||
|
4. Integration tests (`pytest tests/integration` — spins up Docker Compose)
|
||||||
|
5. Container build + scan (`trivy image`)
|
||||||
|
6. Deploy to staging (auto on `develop` merge)
|
||||||
|
7. Deploy to production (manual approval on `release/*` merge)
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## Milestones
|
||||||
|
|
||||||
|
### Phase 1: Foundation (Weeks 1–6)
|
||||||
|
|
||||||
|
- [ ] Repo scaffolding, CI/CD, Docker Compose dev environment
|
||||||
|
- [ ] PostgreSQL schema with RLS multi-tenancy
|
||||||
|
- [ ] Unified message format and Channel Gateway (start with Slack + Telegram)
|
||||||
|
- [ ] Basic agent orchestrator (single agent per tenant, no teams yet)
|
||||||
|
- [ ] LiteLLM integration with Ollama + one commercial API
|
||||||
|
- [ ] Basic admin portal (tenant CRUD, agent config)
|
||||||
|
|
||||||
|
### Phase 2: Channel Expansion + Teams (Weeks 7–12)
|
||||||
|
|
||||||
|
- [ ] Add channels: Mattermost, WhatsApp, Teams
|
||||||
|
- [ ] Multi-agent teams with coordinator pattern
|
||||||
|
- [ ] Conversational memory (vector store + sliding window)
|
||||||
|
- [ ] Tool framework (registry, execution, sandboxing)
|
||||||
|
- [ ] BYO API key support
|
||||||
|
- [ ] Tenant onboarding flow in portal
|
||||||
|
|
||||||
|
### Phase 3: Polish + Launch (Weeks 13–18)
|
||||||
|
|
||||||
|
- [ ] Add channels: Rocket.Chat, Signal
|
||||||
|
- [ ] AI company hierarchy (teams of teams)
|
||||||
|
- [ ] Cost tracking and billing integration (Stripe)
|
||||||
|
- [ ] Agent performance analytics dashboard
|
||||||
|
- [ ] Self-hosted deployment option (Helm chart + docs)
|
||||||
|
- [ ] Public launch (Product Hunt, Hacker News, Reddit)
|
||||||
|
|
||||||
|
### Phase 4: Scale (Post-Launch)
|
||||||
|
|
||||||
|
- [ ] Kubernetes migration for production workloads
|
||||||
|
- [ ] Cloud burst infrastructure (AWS auto-scaling inference)
|
||||||
|
- [ ] Marketplace for pre-built AI employee templates
|
||||||
|
- [ ] Enterprise tier with dedicated isolation
|
||||||
|
- [ ] SOC 2 preparation
|
||||||
|
- [ ] API for programmatic agent management
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## Coding Standards
|
||||||
|
|
||||||
|
### Python
|
||||||
|
|
||||||
|
- **Version:** 3.12+
|
||||||
|
- **Package manager:** `uv`
|
||||||
|
- **Linting:** `ruff` (replaces flake8, isort, black)
|
||||||
|
- **Type checking:** `mypy --strict` — no `Any` types in public interfaces
|
||||||
|
- **Testing:** `pytest` + `pytest-asyncio` + `httpx` (for FastAPI test client)
|
||||||
|
- **Models:** `Pydantic v2` for all data validation and serialization
|
||||||
|
- **Async:** Prefer `async def` for all I/O-bound operations
|
||||||
|
- **DB:** `SQLAlchemy 2.0` async with Alembic migrations
|
||||||
|
|
||||||
|
### TypeScript (Portal)
|
||||||
|
|
||||||
|
- **Runtime:** Node 20+ LTS
|
||||||
|
- **Framework:** Next.js 14+ (App Router)
|
||||||
|
- **Linting:** `eslint` + `prettier`
|
||||||
|
- **Type checking:** `strict: true` in tsconfig
|
||||||
|
|
||||||
|
### General
|
||||||
|
|
||||||
|
- Every PR requires at least one approval
|
||||||
|
- No secrets in code — use `.env` + secrets manager
|
||||||
|
- Write ADRs (Architecture Decision Records) in `docs/adr/` for significant decisions
|
||||||
|
- Conventional commits (`feat:`, `fix:`, `chore:`, `docs:`, `refactor:`)
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## Key Design Decisions (ADR Stubs)
|
||||||
|
|
||||||
|
These need full ADRs written before implementation:
|
||||||
|
|
||||||
|
1. **ADR-001:** Channel Gateway — webhook-based vs. persistent WebSocket connections per channel
|
||||||
|
2. **ADR-002:** Agent memory — pgvector vs. dedicated vector DB vs. hybrid
|
||||||
|
3. **ADR-003:** Multi-tenancy — RLS vs. schema-per-tenant vs. DB-per-tenant
|
||||||
|
4. **ADR-004:** Agent framework — build custom vs. adopt LangGraph/CrewAI
|
||||||
|
5. **ADR-005:** BYO key encryption — envelope encryption strategy and key rotation
|
||||||
|
6. **ADR-006:** Inter-agent communication — direct function calls vs. message bus vs. shared context
|
||||||
|
7. **ADR-007:** Rate limiting — per-tenant token bucket implementation
|
||||||
|
8. **ADR-008:** Self-hosted distribution — Helm chart vs. Docker Compose vs. Omnibus
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## Open Questions
|
||||||
|
|
||||||
|
- [ ] Pricing model: per-agent, per-message, per-seat, or hybrid?
|
||||||
|
- [ ] Should agents maintain persistent identity across channels (same "Mara" on Slack and WhatsApp)?
|
||||||
|
- [ ] Voice channel support? (Telephony via Twilio/Vonage — Phase 4+?)
|
||||||
|
- [ ] Agent-to-agent communication across tenants (marketplace scenario)?
|
||||||
|
- [ ] White-labeling for agencies reselling Konstruct?
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## References
|
||||||
|
|
||||||
|
- [paperclip.ing](https://paperclip.ing) — Inspiration
|
||||||
|
- [LiteLLM docs](https://docs.litellm.ai/) — LLM gateway
|
||||||
|
- [Slack Bolt Python](https://slack.dev/bolt-python/) — Slack SDK
|
||||||
|
- [Bot Framework Python](https://github.com/microsoft/botbuilder-python) — Teams SDK
|
||||||
|
- [FastAPI docs](https://fastapi.tiangolo.com/) — API framework
|
||||||
@@ -1,5 +1,3 @@
|
|||||||
version: "3.9"
|
|
||||||
|
|
||||||
networks:
|
networks:
|
||||||
konstruct-net:
|
konstruct-net:
|
||||||
driver: bridge
|
driver: bridge
|
||||||
@@ -7,7 +5,6 @@ networks:
|
|||||||
volumes:
|
volumes:
|
||||||
postgres_data:
|
postgres_data:
|
||||||
redis_data:
|
redis_data:
|
||||||
ollama_data:
|
|
||||||
|
|
||||||
services:
|
services:
|
||||||
postgres:
|
postgres:
|
||||||
@@ -20,8 +17,6 @@ services:
|
|||||||
volumes:
|
volumes:
|
||||||
- postgres_data:/var/lib/postgresql/data
|
- postgres_data:/var/lib/postgresql/data
|
||||||
- ./scripts/init-db.sh:/docker-entrypoint-initdb.d/init-db.sh:ro
|
- ./scripts/init-db.sh:/docker-entrypoint-initdb.d/init-db.sh:ro
|
||||||
ports:
|
|
||||||
- "5432:5432"
|
|
||||||
networks:
|
networks:
|
||||||
- konstruct-net
|
- konstruct-net
|
||||||
healthcheck:
|
healthcheck:
|
||||||
@@ -36,8 +31,6 @@ services:
|
|||||||
command: redis-server --save 60 1 --loglevel warning
|
command: redis-server --save 60 1 --loglevel warning
|
||||||
volumes:
|
volumes:
|
||||||
- redis_data:/data
|
- redis_data:/data
|
||||||
ports:
|
|
||||||
- "6379:6379"
|
|
||||||
networks:
|
networks:
|
||||||
- konstruct-net
|
- konstruct-net
|
||||||
healthcheck:
|
healthcheck:
|
||||||
@@ -46,24 +39,7 @@ services:
|
|||||||
timeout: 5s
|
timeout: 5s
|
||||||
retries: 10
|
retries: 10
|
||||||
|
|
||||||
ollama:
|
# Ollama runs on the host (port 11434) — containers access it via host.docker.internal
|
||||||
image: ollama/ollama:latest
|
|
||||||
container_name: konstruct-ollama
|
|
||||||
volumes:
|
|
||||||
- ollama_data:/root/.ollama
|
|
||||||
ports:
|
|
||||||
- "11434:11434"
|
|
||||||
networks:
|
|
||||||
- konstruct-net
|
|
||||||
deploy:
|
|
||||||
resources:
|
|
||||||
reservations:
|
|
||||||
devices:
|
|
||||||
- driver: nvidia
|
|
||||||
count: all
|
|
||||||
capabilities: [gpu]
|
|
||||||
# Service starts even if no GPU is available — GPU config is optional
|
|
||||||
restart: unless-stopped
|
|
||||||
|
|
||||||
llm-pool:
|
llm-pool:
|
||||||
build:
|
build:
|
||||||
@@ -71,26 +47,26 @@ services:
|
|||||||
dockerfile_inline: |
|
dockerfile_inline: |
|
||||||
FROM python:3.12-slim
|
FROM python:3.12-slim
|
||||||
WORKDIR /app
|
WORKDIR /app
|
||||||
|
RUN apt-get update -qq && apt-get install -y -qq git curl > /dev/null 2>&1
|
||||||
RUN pip install uv
|
RUN pip install uv
|
||||||
COPY pyproject.toml ./
|
COPY pyproject.toml ./
|
||||||
COPY packages/shared ./packages/shared
|
COPY packages/shared ./packages/shared
|
||||||
COPY packages/llm-pool ./packages/llm-pool
|
COPY packages/llm-pool ./packages/llm-pool
|
||||||
RUN uv pip install --system -e packages/shared -e packages/llm-pool
|
RUN uv pip install --system torch --index-url https://download.pytorch.org/whl/cpu
|
||||||
|
RUN uv pip install --system -e packages/shared -e "packages/llm-pool"
|
||||||
CMD ["uvicorn", "llm_pool.main:app", "--host", "0.0.0.0", "--port", "8004"]
|
CMD ["uvicorn", "llm_pool.main:app", "--host", "0.0.0.0", "--port", "8004"]
|
||||||
container_name: konstruct-llm-pool
|
container_name: konstruct-llm-pool
|
||||||
ports:
|
extra_hosts:
|
||||||
- "8004:8004"
|
- "host.docker.internal:host-gateway"
|
||||||
networks:
|
networks:
|
||||||
- konstruct-net
|
- konstruct-net
|
||||||
depends_on:
|
depends_on:
|
||||||
ollama:
|
|
||||||
condition: service_started
|
|
||||||
redis:
|
redis:
|
||||||
condition: service_healthy
|
condition: service_healthy
|
||||||
environment:
|
environment:
|
||||||
- ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY:-}
|
- ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY:-}
|
||||||
- OPENAI_API_KEY=${OPENAI_API_KEY:-}
|
- OPENAI_API_KEY=${OPENAI_API_KEY:-}
|
||||||
- OLLAMA_BASE_URL=http://ollama:11434
|
- OLLAMA_BASE_URL=http://host.docker.internal:11434
|
||||||
- REDIS_URL=redis://redis:6379/0
|
- REDIS_URL=redis://redis:6379/0
|
||||||
- LOG_LEVEL=INFO
|
- LOG_LEVEL=INFO
|
||||||
restart: unless-stopped
|
restart: unless-stopped
|
||||||
@@ -109,6 +85,7 @@ services:
|
|||||||
COPY package.json package-lock.json* ./
|
COPY package.json package-lock.json* ./
|
||||||
RUN npm ci --production=false
|
RUN npm ci --production=false
|
||||||
COPY . .
|
COPY . .
|
||||||
|
ENV NEXT_PUBLIC_API_URL=http://100.64.0.10:8001
|
||||||
RUN npm run build
|
RUN npm run build
|
||||||
FROM node:22-alpine AS runner
|
FROM node:22-alpine AS runner
|
||||||
WORKDIR /app
|
WORKDIR /app
|
||||||
@@ -126,9 +103,9 @@ services:
|
|||||||
environment:
|
environment:
|
||||||
- NODE_ENV=production
|
- NODE_ENV=production
|
||||||
- API_URL=http://gateway:8001
|
- API_URL=http://gateway:8001
|
||||||
- NEXT_PUBLIC_API_URL=http://localhost:8001
|
- NEXT_PUBLIC_API_URL=http://100.64.0.10:8001
|
||||||
- AUTH_SECRET=${AUTH_SECRET:-insecure-dev-secret-change-in-production}
|
- AUTH_SECRET=${AUTH_SECRET:-insecure-dev-secret-change-in-production}
|
||||||
- AUTH_URL=http://localhost:3000
|
- AUTH_URL=http://100.64.0.10:3000
|
||||||
restart: unless-stopped
|
restart: unless-stopped
|
||||||
healthcheck:
|
healthcheck:
|
||||||
test: ["CMD-SHELL", "wget -q --spider http://localhost:3000 || exit 1"]
|
test: ["CMD-SHELL", "wget -q --spider http://localhost:3000 || exit 1"]
|
||||||
@@ -142,14 +119,18 @@ services:
|
|||||||
dockerfile_inline: |
|
dockerfile_inline: |
|
||||||
FROM python:3.12-slim
|
FROM python:3.12-slim
|
||||||
WORKDIR /app
|
WORKDIR /app
|
||||||
|
RUN apt-get update -qq && apt-get install -y -qq git curl > /dev/null 2>&1
|
||||||
RUN pip install uv
|
RUN pip install uv
|
||||||
COPY pyproject.toml ./
|
COPY pyproject.toml ./
|
||||||
COPY packages/shared ./packages/shared
|
COPY packages/shared ./packages/shared
|
||||||
COPY packages/router ./packages/router
|
COPY packages/router ./packages/router
|
||||||
COPY packages/gateway ./packages/gateway
|
COPY packages/gateway ./packages/gateway
|
||||||
COPY packages/orchestrator ./packages/orchestrator
|
COPY packages/orchestrator ./packages/orchestrator
|
||||||
|
COPY migrations ./migrations
|
||||||
|
COPY alembic.ini ./
|
||||||
|
RUN uv pip install --system torch --index-url https://download.pytorch.org/whl/cpu
|
||||||
RUN uv pip install --system -e packages/shared -e packages/router -e packages/gateway -e packages/orchestrator
|
RUN uv pip install --system -e packages/shared -e packages/router -e packages/gateway -e packages/orchestrator
|
||||||
CMD ["uvicorn", "gateway.main:app", "--host", "0.0.0.0", "--port", "8001"]
|
CMD ["sh", "-c", "alembic upgrade head && uvicorn gateway.main:app --host 0.0.0.0 --port 8001"]
|
||||||
container_name: konstruct-gateway
|
container_name: konstruct-gateway
|
||||||
ports:
|
ports:
|
||||||
- "8001:8001"
|
- "8001:8001"
|
||||||
@@ -164,6 +145,7 @@ services:
|
|||||||
condition: service_started
|
condition: service_started
|
||||||
environment:
|
environment:
|
||||||
- DATABASE_URL=postgresql+asyncpg://konstruct_app:konstruct_dev@postgres:5432/konstruct
|
- DATABASE_URL=postgresql+asyncpg://konstruct_app:konstruct_dev@postgres:5432/konstruct
|
||||||
|
- DATABASE_ADMIN_URL=postgresql+asyncpg://postgres:postgres_dev@postgres:5432/konstruct
|
||||||
- REDIS_URL=redis://redis:6379/0
|
- REDIS_URL=redis://redis:6379/0
|
||||||
- CELERY_BROKER_URL=redis://redis:6379/1
|
- CELERY_BROKER_URL=redis://redis:6379/1
|
||||||
- CELERY_RESULT_BACKEND=redis://redis:6379/2
|
- CELERY_RESULT_BACKEND=redis://redis:6379/2
|
||||||
@@ -184,13 +166,19 @@ services:
|
|||||||
dockerfile_inline: |
|
dockerfile_inline: |
|
||||||
FROM python:3.12-slim
|
FROM python:3.12-slim
|
||||||
WORKDIR /app
|
WORKDIR /app
|
||||||
|
RUN apt-get update -qq && apt-get install -y -qq git curl > /dev/null 2>&1
|
||||||
RUN pip install uv
|
RUN pip install uv
|
||||||
COPY pyproject.toml ./
|
COPY pyproject.toml ./
|
||||||
COPY packages/shared ./packages/shared
|
COPY packages/shared ./packages/shared
|
||||||
|
COPY packages/router ./packages/router
|
||||||
|
COPY packages/gateway ./packages/gateway
|
||||||
COPY packages/orchestrator ./packages/orchestrator
|
COPY packages/orchestrator ./packages/orchestrator
|
||||||
RUN uv pip install --system -e packages/shared -e packages/orchestrator
|
RUN uv pip install --system torch --index-url https://download.pytorch.org/whl/cpu
|
||||||
|
RUN uv pip install --system -e packages/shared -e packages/router -e packages/gateway -e packages/orchestrator
|
||||||
CMD ["celery", "-A", "orchestrator.main", "worker", "--loglevel=info"]
|
CMD ["celery", "-A", "orchestrator.main", "worker", "--loglevel=info"]
|
||||||
container_name: konstruct-celery-worker
|
container_name: konstruct-celery-worker
|
||||||
|
extra_hosts:
|
||||||
|
- "host.docker.internal:host-gateway"
|
||||||
networks:
|
networks:
|
||||||
- konstruct-net
|
- konstruct-net
|
||||||
depends_on:
|
depends_on:
|
||||||
@@ -208,6 +196,6 @@ services:
|
|||||||
- LLM_POOL_URL=http://llm-pool:8004
|
- LLM_POOL_URL=http://llm-pool:8004
|
||||||
- ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY:-}
|
- ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY:-}
|
||||||
- OPENAI_API_KEY=${OPENAI_API_KEY:-}
|
- OPENAI_API_KEY=${OPENAI_API_KEY:-}
|
||||||
- OLLAMA_BASE_URL=http://ollama:11434
|
- OLLAMA_BASE_URL=http://host.docker.internal:11434
|
||||||
- LOG_LEVEL=INFO
|
- LOG_LEVEL=INFO
|
||||||
restart: unless-stopped
|
restart: unless-stopped
|
||||||
|
|||||||
@@ -1,238 +0,0 @@
|
|||||||
"""Phase 2: audit_events table (immutable) and kb_documents/kb_chunks tables
|
|
||||||
|
|
||||||
Revision ID: 003
|
|
||||||
Revises: 002
|
|
||||||
Create Date: 2026-03-23
|
|
||||||
|
|
||||||
This migration adds:
|
|
||||||
1. audit_events — append-only audit trail for all agent actions
|
|
||||||
- REVOKE UPDATE, DELETE from konstruct_app (immutability enforced at DB level)
|
|
||||||
- GRANT SELECT, INSERT only
|
|
||||||
- RLS for tenant isolation
|
|
||||||
- Composite index on (tenant_id, created_at DESC) for efficient queries
|
|
||||||
|
|
||||||
2. kb_documents and kb_chunks — knowledge base storage
|
|
||||||
- kb_chunks has a vector(384) embedding column
|
|
||||||
- HNSW index for approximate nearest neighbor cosine search
|
|
||||||
- Full CRUD grants for kb tables (mutable)
|
|
||||||
- RLS on both tables
|
|
||||||
|
|
||||||
Key design decision: audit_events immutability is enforced at the DB level via
|
|
||||||
REVOKE. Even if application code attempts an UPDATE or DELETE, PostgreSQL will
|
|
||||||
reject it with a permission error. This provides a hard compliance guarantee
|
|
||||||
that the audit trail cannot be tampered with via the application role.
|
|
||||||
"""
|
|
||||||
|
|
||||||
from __future__ import annotations
|
|
||||||
|
|
||||||
from typing import Sequence, Union
|
|
||||||
|
|
||||||
import sqlalchemy as sa
|
|
||||||
from alembic import op
|
|
||||||
from sqlalchemy.dialects.postgresql import JSONB, UUID
|
|
||||||
|
|
||||||
|
|
||||||
# revision identifiers, used by Alembic.
|
|
||||||
revision: str = "003"
|
|
||||||
down_revision: Union[str, None] = "002"
|
|
||||||
branch_labels: Union[str, Sequence[str], None] = None
|
|
||||||
depends_on: Union[str, Sequence[str], None] = None
|
|
||||||
|
|
||||||
|
|
||||||
def upgrade() -> None:
|
|
||||||
# =========================================================================
|
|
||||||
# 1. audit_events — immutable audit trail
|
|
||||||
# =========================================================================
|
|
||||||
op.create_table(
|
|
||||||
"audit_events",
|
|
||||||
sa.Column(
|
|
||||||
"id",
|
|
||||||
UUID(as_uuid=True),
|
|
||||||
primary_key=True,
|
|
||||||
server_default=sa.text("gen_random_uuid()"),
|
|
||||||
),
|
|
||||||
sa.Column(
|
|
||||||
"tenant_id",
|
|
||||||
UUID(as_uuid=True),
|
|
||||||
nullable=False,
|
|
||||||
),
|
|
||||||
sa.Column(
|
|
||||||
"agent_id",
|
|
||||||
UUID(as_uuid=True),
|
|
||||||
nullable=True,
|
|
||||||
),
|
|
||||||
sa.Column(
|
|
||||||
"user_id",
|
|
||||||
sa.Text,
|
|
||||||
nullable=True,
|
|
||||||
),
|
|
||||||
sa.Column(
|
|
||||||
"action_type",
|
|
||||||
sa.Text,
|
|
||||||
nullable=False,
|
|
||||||
comment="llm_call | tool_invocation | escalation",
|
|
||||||
),
|
|
||||||
sa.Column(
|
|
||||||
"input_summary",
|
|
||||||
sa.Text,
|
|
||||||
nullable=True,
|
|
||||||
),
|
|
||||||
sa.Column(
|
|
||||||
"output_summary",
|
|
||||||
sa.Text,
|
|
||||||
nullable=True,
|
|
||||||
),
|
|
||||||
sa.Column(
|
|
||||||
"latency_ms",
|
|
||||||
sa.Integer,
|
|
||||||
nullable=True,
|
|
||||||
),
|
|
||||||
sa.Column(
|
|
||||||
"metadata",
|
|
||||||
JSONB,
|
|
||||||
nullable=False,
|
|
||||||
server_default=sa.text("'{}'::jsonb"),
|
|
||||||
),
|
|
||||||
sa.Column(
|
|
||||||
"created_at",
|
|
||||||
sa.DateTime(timezone=True),
|
|
||||||
nullable=False,
|
|
||||||
server_default=sa.text("NOW()"),
|
|
||||||
),
|
|
||||||
)
|
|
||||||
|
|
||||||
# Index for efficient per-tenant queries ordered by time (most recent first)
|
|
||||||
op.create_index(
|
|
||||||
"ix_audit_events_tenant_created",
|
|
||||||
"audit_events",
|
|
||||||
["tenant_id", "created_at"],
|
|
||||||
postgresql_ops={"created_at": "DESC"},
|
|
||||||
)
|
|
||||||
|
|
||||||
# Apply Row Level Security
|
|
||||||
op.execute("ALTER TABLE audit_events ENABLE ROW LEVEL SECURITY")
|
|
||||||
op.execute("ALTER TABLE audit_events FORCE ROW LEVEL SECURITY")
|
|
||||||
op.execute("""
|
|
||||||
CREATE POLICY tenant_isolation ON audit_events
|
|
||||||
USING (tenant_id = current_setting('app.current_tenant', TRUE)::uuid)
|
|
||||||
""")
|
|
||||||
|
|
||||||
# Grant SELECT + INSERT only — immutability enforced by revoking UPDATE/DELETE
|
|
||||||
op.execute("GRANT SELECT, INSERT ON audit_events TO konstruct_app")
|
|
||||||
op.execute("REVOKE UPDATE, DELETE ON audit_events FROM konstruct_app")
|
|
||||||
|
|
||||||
# =========================================================================
|
|
||||||
# 2. kb_documents — knowledge base document metadata
|
|
||||||
# =========================================================================
|
|
||||||
op.create_table(
|
|
||||||
"kb_documents",
|
|
||||||
sa.Column(
|
|
||||||
"id",
|
|
||||||
UUID(as_uuid=True),
|
|
||||||
primary_key=True,
|
|
||||||
server_default=sa.text("gen_random_uuid()"),
|
|
||||||
),
|
|
||||||
sa.Column(
|
|
||||||
"tenant_id",
|
|
||||||
UUID(as_uuid=True),
|
|
||||||
nullable=False,
|
|
||||||
),
|
|
||||||
sa.Column(
|
|
||||||
"agent_id",
|
|
||||||
UUID(as_uuid=True),
|
|
||||||
nullable=False,
|
|
||||||
),
|
|
||||||
sa.Column("filename", sa.Text, nullable=True),
|
|
||||||
sa.Column("source_url", sa.Text, nullable=True),
|
|
||||||
sa.Column("content_type", sa.Text, nullable=True),
|
|
||||||
sa.Column(
|
|
||||||
"created_at",
|
|
||||||
sa.DateTime(timezone=True),
|
|
||||||
nullable=False,
|
|
||||||
server_default=sa.text("NOW()"),
|
|
||||||
),
|
|
||||||
)
|
|
||||||
|
|
||||||
op.create_index("ix_kb_documents_tenant", "kb_documents", ["tenant_id"])
|
|
||||||
op.create_index("ix_kb_documents_agent", "kb_documents", ["agent_id"])
|
|
||||||
|
|
||||||
# Apply Row Level Security on kb_documents
|
|
||||||
op.execute("ALTER TABLE kb_documents ENABLE ROW LEVEL SECURITY")
|
|
||||||
op.execute("ALTER TABLE kb_documents FORCE ROW LEVEL SECURITY")
|
|
||||||
op.execute("""
|
|
||||||
CREATE POLICY tenant_isolation ON kb_documents
|
|
||||||
USING (tenant_id = current_setting('app.current_tenant', TRUE)::uuid)
|
|
||||||
""")
|
|
||||||
|
|
||||||
op.execute("GRANT SELECT, INSERT, UPDATE, DELETE ON kb_documents TO konstruct_app")
|
|
||||||
|
|
||||||
# =========================================================================
|
|
||||||
# 3. kb_chunks — chunked text with vector embeddings
|
|
||||||
# =========================================================================
|
|
||||||
op.create_table(
|
|
||||||
"kb_chunks",
|
|
||||||
sa.Column(
|
|
||||||
"id",
|
|
||||||
UUID(as_uuid=True),
|
|
||||||
primary_key=True,
|
|
||||||
server_default=sa.text("gen_random_uuid()"),
|
|
||||||
),
|
|
||||||
sa.Column(
|
|
||||||
"tenant_id",
|
|
||||||
UUID(as_uuid=True),
|
|
||||||
nullable=False,
|
|
||||||
),
|
|
||||||
sa.Column(
|
|
||||||
"document_id",
|
|
||||||
UUID(as_uuid=True),
|
|
||||||
sa.ForeignKey("kb_documents.id", ondelete="CASCADE"),
|
|
||||||
nullable=False,
|
|
||||||
),
|
|
||||||
sa.Column("content", sa.Text, nullable=False),
|
|
||||||
sa.Column("chunk_index", sa.Integer, nullable=True),
|
|
||||||
sa.Column(
|
|
||||||
"created_at",
|
|
||||||
sa.DateTime(timezone=True),
|
|
||||||
nullable=False,
|
|
||||||
server_default=sa.text("NOW()"),
|
|
||||||
),
|
|
||||||
# embedding column added via raw DDL below (pgvector type)
|
|
||||||
)
|
|
||||||
|
|
||||||
# Add embedding column as vector(384) — raw DDL required for pgvector type
|
|
||||||
op.execute("ALTER TABLE kb_chunks ADD COLUMN embedding vector(384) NOT NULL DEFAULT array_fill(0, ARRAY[384])::vector")
|
|
||||||
|
|
||||||
# Remove the default after adding — embeddings must be explicitly provided
|
|
||||||
op.execute("ALTER TABLE kb_chunks ALTER COLUMN embedding DROP DEFAULT")
|
|
||||||
|
|
||||||
op.create_index("ix_kb_chunks_tenant", "kb_chunks", ["tenant_id"])
|
|
||||||
op.create_index("ix_kb_chunks_document", "kb_chunks", ["document_id"])
|
|
||||||
|
|
||||||
# HNSW index for approximate nearest-neighbor cosine search
|
|
||||||
op.execute("""
|
|
||||||
CREATE INDEX ix_kb_chunks_hnsw
|
|
||||||
ON kb_chunks
|
|
||||||
USING hnsw (embedding vector_cosine_ops)
|
|
||||||
WITH (m = 16, ef_construction = 64)
|
|
||||||
""")
|
|
||||||
|
|
||||||
# Apply Row Level Security on kb_chunks
|
|
||||||
op.execute("ALTER TABLE kb_chunks ENABLE ROW LEVEL SECURITY")
|
|
||||||
op.execute("ALTER TABLE kb_chunks FORCE ROW LEVEL SECURITY")
|
|
||||||
op.execute("""
|
|
||||||
CREATE POLICY tenant_isolation ON kb_chunks
|
|
||||||
USING (tenant_id = current_setting('app.current_tenant', TRUE)::uuid)
|
|
||||||
""")
|
|
||||||
|
|
||||||
op.execute("GRANT SELECT, INSERT, UPDATE, DELETE ON kb_chunks TO konstruct_app")
|
|
||||||
|
|
||||||
|
|
||||||
def downgrade() -> None:
|
|
||||||
op.execute("REVOKE ALL ON kb_chunks FROM konstruct_app")
|
|
||||||
op.drop_table("kb_chunks")
|
|
||||||
|
|
||||||
op.execute("REVOKE ALL ON kb_documents FROM konstruct_app")
|
|
||||||
op.drop_table("kb_documents")
|
|
||||||
|
|
||||||
op.execute("REVOKE ALL ON audit_events FROM konstruct_app")
|
|
||||||
op.drop_table("audit_events")
|
|
||||||
@@ -62,16 +62,38 @@ app = FastAPI(
|
|||||||
version="0.1.0",
|
version="0.1.0",
|
||||||
)
|
)
|
||||||
|
|
||||||
|
# ---------------------------------------------------------------------------
|
||||||
|
# CORS — allow portal origin to call gateway API
|
||||||
|
# ---------------------------------------------------------------------------
|
||||||
|
from fastapi.middleware.cors import CORSMiddleware
|
||||||
|
|
||||||
|
app.add_middleware(
|
||||||
|
CORSMiddleware,
|
||||||
|
allow_origins=[
|
||||||
|
"http://localhost:3000",
|
||||||
|
"http://127.0.0.1:3000",
|
||||||
|
"http://100.64.0.10:3000",
|
||||||
|
],
|
||||||
|
allow_credentials=True,
|
||||||
|
allow_methods=["*"],
|
||||||
|
allow_headers=["*"],
|
||||||
|
)
|
||||||
|
|
||||||
# ---------------------------------------------------------------------------
|
# ---------------------------------------------------------------------------
|
||||||
# Slack bolt app — initialized at module import time.
|
# Slack bolt app — initialized at module import time.
|
||||||
# signing_secret="" is safe for local dev/testing; set via env in production.
|
# signing_secret="" is safe for local dev/testing; set via env in production.
|
||||||
# ---------------------------------------------------------------------------
|
# ---------------------------------------------------------------------------
|
||||||
slack_app = AsyncApp(
|
slack_app: AsyncApp | None = None
|
||||||
token=settings.slack_bot_token or None,
|
if settings.slack_bot_token and settings.slack_signing_secret:
|
||||||
signing_secret=settings.slack_signing_secret or None,
|
slack_app = AsyncApp(
|
||||||
# In HTTP mode (Events API), token_verification_enabled must be True
|
token=settings.slack_bot_token,
|
||||||
# slack-bolt validates signing_secret on every inbound request
|
signing_secret=settings.slack_signing_secret,
|
||||||
)
|
)
|
||||||
|
else:
|
||||||
|
import logging
|
||||||
|
logging.getLogger(__name__).warning(
|
||||||
|
"SLACK_BOT_TOKEN or SLACK_SIGNING_SECRET not set — Slack adapter disabled"
|
||||||
|
)
|
||||||
|
|
||||||
# Async Redis client — shared across all request handlers
|
# Async Redis client — shared across all request handlers
|
||||||
_redis: Redis | None = None # type: ignore[type-arg]
|
_redis: Redis | None = None # type: ignore[type-arg]
|
||||||
@@ -88,16 +110,14 @@ def _get_redis() -> Redis: # type: ignore[type-arg]
|
|||||||
# ---------------------------------------------------------------------------
|
# ---------------------------------------------------------------------------
|
||||||
# Register Slack event handlers
|
# Register Slack event handlers
|
||||||
# ---------------------------------------------------------------------------
|
# ---------------------------------------------------------------------------
|
||||||
register_slack_handlers(
|
slack_handler: AsyncSlackRequestHandler | None = None
|
||||||
|
if slack_app is not None:
|
||||||
|
register_slack_handlers(
|
||||||
slack_app=slack_app,
|
slack_app=slack_app,
|
||||||
redis=_get_redis(),
|
redis=_get_redis(),
|
||||||
get_session=async_session_factory,
|
get_session=async_session_factory,
|
||||||
)
|
)
|
||||||
|
slack_handler = AsyncSlackRequestHandler(slack_app)
|
||||||
# ---------------------------------------------------------------------------
|
|
||||||
# Slack request handler — adapts slack-bolt AsyncApp to FastAPI
|
|
||||||
# ---------------------------------------------------------------------------
|
|
||||||
slack_handler = AsyncSlackRequestHandler(slack_app)
|
|
||||||
|
|
||||||
# ---------------------------------------------------------------------------
|
# ---------------------------------------------------------------------------
|
||||||
# Register channel routers
|
# Register channel routers
|
||||||
@@ -133,6 +153,8 @@ async def slack_events(request: Request) -> Response:
|
|||||||
CRITICAL: This endpoint MUST return HTTP 200 within 3 seconds.
|
CRITICAL: This endpoint MUST return HTTP 200 within 3 seconds.
|
||||||
All LLM/heavy work is dispatched to Celery inside the event handlers.
|
All LLM/heavy work is dispatched to Celery inside the event handlers.
|
||||||
"""
|
"""
|
||||||
|
if slack_handler is None:
|
||||||
|
return Response(content='{"error":"Slack not configured"}', status_code=503, media_type="application/json")
|
||||||
return await slack_handler.handle(request)
|
return await slack_handler.handle(request)
|
||||||
|
|
||||||
|
|
||||||
|
|||||||
@@ -13,6 +13,7 @@ dependencies = [
|
|||||||
"konstruct-orchestrator",
|
"konstruct-orchestrator",
|
||||||
"fastapi[standard]>=0.115.0",
|
"fastapi[standard]>=0.115.0",
|
||||||
"slack-bolt>=1.22.0",
|
"slack-bolt>=1.22.0",
|
||||||
|
"aiohttp>=3.9.0",
|
||||||
"python-telegram-bot>=21.0",
|
"python-telegram-bot>=21.0",
|
||||||
"httpx>=0.28.0",
|
"httpx>=0.28.0",
|
||||||
"redis>=5.0.0",
|
"redis>=5.0.0",
|
||||||
|
|||||||
@@ -9,13 +9,15 @@ description = "LLM Backend Pool — LiteLLM router for Ollama, vLLM, OpenAI, Ant
|
|||||||
requires-python = ">=3.12"
|
requires-python = ">=3.12"
|
||||||
dependencies = [
|
dependencies = [
|
||||||
"konstruct-shared",
|
"konstruct-shared",
|
||||||
# Pinned: do NOT upgrade past 1.82.5 — a September 2025 OOM regression exists
|
# litellm removed from PyPI — installing from GitHub
|
||||||
# in later releases. Verify fix before bumping.
|
"litellm @ git+https://github.com/BerriAI/litellm.git",
|
||||||
"litellm==1.82.5",
|
|
||||||
"fastapi[standard]>=0.115.0",
|
"fastapi[standard]>=0.115.0",
|
||||||
"httpx>=0.28.0",
|
"httpx>=0.28.0",
|
||||||
]
|
]
|
||||||
|
|
||||||
|
[tool.hatch.metadata]
|
||||||
|
allow-direct-references = true
|
||||||
|
|
||||||
[tool.uv.sources]
|
[tool.uv.sources]
|
||||||
konstruct-shared = { workspace = true }
|
konstruct-shared = { workspace = true }
|
||||||
|
|
||||||
|
|||||||
136
uv.lock
generated
136
uv.lock
generated
@@ -366,6 +366,63 @@ wheels = [
|
|||||||
{ url = "https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl", hash = "sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa", size = 153684, upload-time = "2026-02-25T02:54:15.766Z" },
|
{ url = "https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl", hash = "sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa", size = 153684, upload-time = "2026-02-25T02:54:15.766Z" },
|
||||||
]
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "cffi"
|
||||||
|
version = "2.0.0"
|
||||||
|
source = { registry = "https://pypi.org/simple" }
|
||||||
|
dependencies = [
|
||||||
|
{ name = "pycparser", marker = "implementation_name != 'PyPy'" },
|
||||||
|
]
|
||||||
|
sdist = { url = "https://files.pythonhosted.org/packages/eb/56/b1ba7935a17738ae8453301356628e8147c79dbb825bcbc73dc7401f9846/cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529", size = 523588, upload-time = "2025-09-08T23:24:04.541Z" }
|
||||||
|
wheels = [
|
||||||
|
{ url = "https://files.pythonhosted.org/packages/ea/47/4f61023ea636104d4f16ab488e268b93008c3d0bb76893b1b31db1f96802/cffi-2.0.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d", size = 185271, upload-time = "2025-09-08T23:22:44.795Z" },
|
||||||
|
{ url = "https://files.pythonhosted.org/packages/df/a2/781b623f57358e360d62cdd7a8c681f074a71d445418a776eef0aadb4ab4/cffi-2.0.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c", size = 181048, upload-time = "2025-09-08T23:22:45.938Z" },
|
||||||
|
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[[package]]
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[[package]]
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|
|||||||
{ name = "asyncpg" },
|
{ name = "asyncpg" },
|
||||||
{ name = "bcrypt" },
|
{ name = "bcrypt" },
|
||||||
{ name = "celery", extra = ["redis"] },
|
{ name = "celery", extra = ["redis"] },
|
||||||
|
{ name = "cryptography" },
|
||||||
{ name = "fastapi", extra = ["standard"] },
|
{ name = "fastapi", extra = ["standard"] },
|
||||||
{ name = "httpx" },
|
{ name = "httpx" },
|
||||||
{ name = "pgvector" },
|
{ name = "pgvector" },
|
||||||
@@ -1385,6 +1496,7 @@ dependencies = [
|
|||||||
{ name = "redis" },
|
{ name = "redis" },
|
||||||
{ name = "slowapi" },
|
{ name = "slowapi" },
|
||||||
{ name = "sqlalchemy", extra = ["asyncio"] },
|
{ name = "sqlalchemy", extra = ["asyncio"] },
|
||||||
|
{ name = "stripe" },
|
||||||
]
|
]
|
||||||
|
|
||||||
[package.metadata]
|
[package.metadata]
|
||||||
@@ -1393,6 +1505,7 @@ requires-dist = [
|
|||||||
{ name = "asyncpg", specifier = ">=0.31.0" },
|
{ name = "asyncpg", specifier = ">=0.31.0" },
|
||||||
{ name = "bcrypt", specifier = ">=4.0.0" },
|
{ name = "bcrypt", specifier = ">=4.0.0" },
|
||||||
{ name = "celery", extras = ["redis"], specifier = ">=5.4.0" },
|
{ name = "celery", extras = ["redis"], specifier = ">=5.4.0" },
|
||||||
|
{ name = "cryptography", specifier = ">=42.0.0" },
|
||||||
{ name = "fastapi", extras = ["standard"], specifier = ">=0.115.0" },
|
{ name = "fastapi", extras = ["standard"], specifier = ">=0.115.0" },
|
||||||
{ name = "httpx", specifier = ">=0.28.0" },
|
{ name = "httpx", specifier = ">=0.28.0" },
|
||||||
{ name = "pgvector", specifier = ">=0.3.0" },
|
{ name = "pgvector", specifier = ">=0.3.0" },
|
||||||
@@ -1401,6 +1514,7 @@ requires-dist = [
|
|||||||
{ name = "redis", specifier = ">=5.2.0" },
|
{ name = "redis", specifier = ">=5.2.0" },
|
||||||
{ name = "slowapi", specifier = ">=0.1.9" },
|
{ name = "slowapi", specifier = ">=0.1.9" },
|
||||||
{ name = "sqlalchemy", extras = ["asyncio"], specifier = ">=2.0.36" },
|
{ name = "sqlalchemy", extras = ["asyncio"], specifier = ">=2.0.36" },
|
||||||
|
{ name = "stripe", specifier = ">=10.0.0" },
|
||||||
]
|
]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
@@ -2119,6 +2233,15 @@ wheels = [
|
|||||||
{ url = "https://files.pythonhosted.org/packages/5b/5a/bc7b4a4ef808fa59a816c17b20c4bef6884daebbdf627ff2a161da67da19/propcache-0.4.1-py3-none-any.whl", hash = "sha256:af2a6052aeb6cf17d3e46ee169099044fd8224cbaf75c76a2ef596e8163e2237", size = 13305, upload-time = "2025-10-08T19:49:00.792Z" },
|
{ url = "https://files.pythonhosted.org/packages/5b/5a/bc7b4a4ef808fa59a816c17b20c4bef6884daebbdf627ff2a161da67da19/propcache-0.4.1-py3-none-any.whl", hash = "sha256:af2a6052aeb6cf17d3e46ee169099044fd8224cbaf75c76a2ef596e8163e2237", size = 13305, upload-time = "2025-10-08T19:49:00.792Z" },
|
||||||
]
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "pycparser"
|
||||||
|
version = "3.0"
|
||||||
|
source = { registry = "https://pypi.org/simple" }
|
||||||
|
sdist = { url = "https://files.pythonhosted.org/packages/1b/7d/92392ff7815c21062bea51aa7b87d45576f649f16458d78b7cf94b9ab2e6/pycparser-3.0.tar.gz", hash = "sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29", size = 103492, upload-time = "2026-01-21T14:26:51.89Z" }
|
||||||
|
wheels = [
|
||||||
|
{ url = "https://files.pythonhosted.org/packages/0c/c3/44f3fbbfa403ea2a7c779186dc20772604442dde72947e7d01069cbe98e3/pycparser-3.0-py3-none-any.whl", hash = "sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992", size = 48172, upload-time = "2026-01-21T14:26:50.693Z" },
|
||||||
|
]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "pydantic"
|
name = "pydantic"
|
||||||
version = "2.12.5"
|
version = "2.12.5"
|
||||||
@@ -3017,6 +3140,19 @@ wheels = [
|
|||||||
{ url = "https://files.pythonhosted.org/packages/0b/c9/584bc9651441b4ba60cc4d557d8a547b5aff901af35bda3a4ee30c819b82/starlette-1.0.0-py3-none-any.whl", hash = "sha256:d3ec55e0bb321692d275455ddfd3df75fff145d009685eb40dc91fc66b03d38b", size = 72651, upload-time = "2026-03-22T18:29:45.111Z" },
|
{ url = "https://files.pythonhosted.org/packages/0b/c9/584bc9651441b4ba60cc4d557d8a547b5aff901af35bda3a4ee30c819b82/starlette-1.0.0-py3-none-any.whl", hash = "sha256:d3ec55e0bb321692d275455ddfd3df75fff145d009685eb40dc91fc66b03d38b", size = 72651, upload-time = "2026-03-22T18:29:45.111Z" },
|
||||||
]
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "stripe"
|
||||||
|
version = "14.4.1"
|
||||||
|
source = { registry = "https://pypi.org/simple" }
|
||||||
|
dependencies = [
|
||||||
|
{ name = "requests" },
|
||||||
|
{ name = "typing-extensions" },
|
||||||
|
]
|
||||||
|
sdist = { url = "https://files.pythonhosted.org/packages/63/01/59d92650146c6340e333c22b8a238561b022e8641ba255298dfe46b4137d/stripe-14.4.1.tar.gz", hash = "sha256:e3eecfb336819326cd2ab9a93f98eb01b49c4d4d93c9d167a52a68ab99c19a88", size = 1473321, upload-time = "2026-03-06T22:59:45.822Z" }
|
||||||
|
wheels = [
|
||||||
|
{ url = "https://files.pythonhosted.org/packages/35/0f/547eab75052384a72771b396a484556e5636629c031e5eafa8dc27af89ed/stripe-14.4.1-py3-none-any.whl", hash = "sha256:d6722b985dc3b4d6da01ff4fa95a975d3694a89bba96895bf17aa858073ff2b8", size = 2116642, upload-time = "2026-03-06T22:59:43.72Z" },
|
||||||
|
]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "sympy"
|
name = "sympy"
|
||||||
version = "1.14.0"
|
version = "1.14.0"
|
||||||
|
|||||||
Reference in New Issue
Block a user