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fastapi

GitLab AI Gateway is a standalone-service that will give access to AI features to all users of GitLab, no matter which instance they are using: self-managed, dedicated or GitLab.com.

https://downloads.kicad.org WORK IN PROGRESS

Multi-mailbox IMAP/SMTP control plane. One YAML, N accounts, one bearer-auth gate. Unified inbox across Gmail/Outlook/iCloud/mailo/inbox.lv/whatever: search, read, mark, send. Reader mode strips HTML chrome for LLMs. Streamable-HTTP MCP server + REST API on one port. Ships as a Docker image.

Self-hosted historical analytics for a SPAN smart electrical panel: whole-house, per-circuit and solar energy history in TimescaleDB, with a FastAPI, HTMX and ECharts web app. MIT.

Self-hosted video API in one Docker container. Lipsync (LatentSync 1.5, Wav2Lip), face restoration (GFPGAN), ffmpeg ops (trim/concat/transcode/scale/mux/extract/thumbnail/gif), ffprobe metadata, async jobs + webhooks. REST + MCP. CPU + CUDA. Drive from shell, generated Go/Python clients, or LLM agent.

Self-hosted audio API in one Docker container. Stem separation, mastering, MIR (BPM/key/chords), audio→MIDI, text-to-music + SFX (MusicGen/Stable Audio/Riffusion/AudioLDM2), diarization, speech enhancement, restoration, embeddings + zero-shot tagging, workflows, async + webhooks. REST + MCP. CPU + CUDA.

Self-hosted forecasting + prediction service. Five zero-shot time-series foundation models (Chronos-2, TimesFM 2.5, Moirai-2, Toto-1, Sundial) across six forecast types, plus nine supervised tabular ML backends (LightGBM, XGBoost, sklearn family) with calibrated / stacking / diversified meta-learners. Unified REST API + MCP server.

Interactive Brokers, curl-friendly, over REST + MCP. FastAPI + ib_async over a Linux-native IB Gateway: stocks/options/futures/forex/crypto/CFD contracts, quotes, historical bars, orders, positions, executions. Typed MCP tools mirror the whole surface. The IBKR half of mt5-httpapi: same shape, no Windows VM.

Production-grade memory operating system for agentic AI. Interoperates with every major framework via MCP, OpenAI-compatible gateway, and native /v1/* REST — Claude Code, OpenClaw, ZeroClaw, Hermes, MemPalace, LangChain, LlamaIndex, CrewAI, AutoGen, Mem0, Letta, Zep. In production use since December 2025. Apache 2.0.

Federated professional network

🗳️ Votely is a polling web app (React, FastAPI, PostgreSQL) built as a DevOps showcase: the application is the pretext, the delivery platform is the point.

✅ Tests from unit to end-to-end, a GitLab CI pipeline with security gates (gitleaks, Semgrep, Trivy, SBOM), build-once/promote releases, Helm charts for Kubernetes, AWS infrastructure with Terraform, keyless CI access through OIDC, images signed with Cosign and AWS KMS, k3s on EC2 with a disposable server and persistent data, HTTPS with cert-manager and Let's Encrypt, GitOps with Argo CD (staging on every merge, production on release tags, rollback by git revert, Sealed Secrets), observability with Prometheus and Grafana (API metrics, dashboard and alerts as code).

📖 Documented in English and French.

OrpycaMCP — Free, AGPL-v3 Electronic Records & Document Management System (SGDEA) for Latin American institutions. A FastAPI microservices reimplementation of Orfeo, compliant with Colombian archival law and AI-ready via the Model Context Protocol (MCP).

Keyboard-driven oil trading terminal: live prices, tanker map, curves, credit model, freight calculator. Free live demo: barrel-watch.onrender.com (Please allow a few minutes for it to load, as I’m using the free render version)

Agents may only advance on evidence. A 0/1/3 gate (PASS/FAIL/UNKNOWN — UNKNOWN never passes) over a nine-stage GitLab DevSecOps lifecycle, driven by GitLab Duo flows. Entry for the GitLab 'Life After Code' hackathon — Path A, Supervised autonomy. MIT.

Physical Raspberry Pi escape-room and training controller combining RFID, buttons, keypads, audio, displays and mission logic for immersive Army Cadet-style scenarios.

Antimicrobial stewardship platform — resistance surveillance, disproportionality analysis, RAG guideline retrieval · k3s · local LLM

Учебная платформа курса DevOps: 12 тем, презентации, лабораторные и домашние задания, автопроверка (Docker, Compose, Ansible, IaC, Kubernetes, мониторинг, GitLab CI), эмулятор оборудования Eltex по SSH и итоговый проект семестра. Next.js + FastAPI + PostgreSQL + Redis.

Local-first continuity runtime with durable memory, approvals, audit trails, and bounded execution.