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Human-curated · Discover open source4108discovered

A little curiosity. A world of open source.

THE FIRST COLLECTION
Rising stars

Less than 10 stars, 5+ commits in the last 30 days — projects made with care.

Topic: fastapi清除
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Provider-neutral FastAPI gateway for LLM routing, retries, fallbacks, structured output, and usage/cost accounting. Supports Gemini and OpenAI with model aliases, retry policies, and persistent usage tracking.

AI & MLAI gateways
fairmindadhit-r
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FairMind is an open‑source AI governance platform providing bias detection, fairness testing, and compliance tracking for ML, LLM, and multimodal AI models. It offers evidence‑grade evaluation, model registry, and remediation tools.

AI & MLDeveloper toolsTraining & evaluation
book-syncjlafuenti
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Tandem is a self-hosted server with web and Android clients that keep one reading position across an ebook and its audiobook. It transcribes the audiobook with Whisper, aligns the transcript to the EPUB text sentence by sentence, and stores progress server-side.

Self-hostedAI & MLHome & personal services
parthaSecond-Origin
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PARTHA turns one repository revision into a sealed, queryable intelligence model — building architecture graphs, dependency graphs, engineering reviews, insights, documentation, and optional AI context from a single persistent snapshot with evidence and provenance.

Developer toolsTesting & debugging
storyloomSiriLee
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AI-powered real-time visual novel engine with streaming narrative, character sprites, scene backgrounds, branching choices, and co-creation. Runs as desktop app or browser via FastAPI+SSE.

GamesAI & MLGame engines

A local facial recognition attendance system with a React Native Expo mobile app and FastAPI Python backend. It captures faces via Expo Camera, processes them with OpenCV LBPH, and logs timestamped attendance into SQLite.

AI & MLProductivityMultimodal AI
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Peaky Peek is a local-first, open-source audit and trust console for AI agents. It captures causal chains, verifies claims deterministically, and produces explainable trust scores with failure narratives — all running on your machine.

AI & MLDeveloper toolsAI agents
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PromiseLink is an AI-driven personal business relationship management assistant focused on ensuring data sovereignty through local storage and implementing closed-loop management from event entry to promise tracking.

ProductivityAI & MLFinance & CRM
skyclass-distillRicardo-Ssy
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SkyClass Distill is a pipeline tool that transforms teaching videos into structured Teaching Skills, supporting video collection, transcription, evidence extraction, and LLM distillation.

AI & MLProductivityAI agents
MyCutashely-looki
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MyCut is an AI video editing Agent that provides a complete creative closed-loop, from trending topic selection and copywriting generation to automatic video slicing.

AI & MLFilm, Video & MediaAI agents
pasochatCodePlaygroundHub
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PASO is a production-grade, real-time communication platform featuring AI moderation, voice/video calling, and scalable Socket.IO infrastructure. It combines messaging, AI features, and administrative controls.

Self-hostedAI & MLCollaboration & knowledge
SYNAPSEHayredin950
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SYNAPSE is an AI-powered intelligence aggregation and automation platform featuring a multi-agent system and RAG capabilities for research and document generation.

AI & MLData & databasesAI agents

A local, read‑only dashboard that visualizes Claude Code usage—token counts, cost estimates, sessions, tools, skills, projects, and activity patterns—by scanning ~/.claude/projects/ and serving a FastAPI‑based UI.

Data & databasesAI & MLDashboards
openmtgDredBaron
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Self-hosted Magic: The Gathering collection server with multi-account support, collection and price tracking, deck building, statistics, wishlist, trades and a public showroom. Built with FastAPI and React and deployed via Docker Compose.

Self-hostedProductivityHome & personal services
bgstmbg-playground
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BGSTM is a methodology-agnostic software testing framework built on six core phases, from test planning to results reporting. It ships guidance, templates, worked examples, and a self-hostable FastAPI + React reference application with traceability and quality dashboards.

Developer toolsProductivityTesting & debugging
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Self-hosted GitHub App that publishes a required check accepting human CODEOWNER approval or approval from explicitly enrolled GitHub Apps, with organization and repository policies; pre-release and shadow-mode only.

Developer toolsAutomationBuild & DevOps
aethergridwycliffRotich-dev
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AetherGrid is a distributed AI workload orchestrator built with strict Domain-Driven Design, featuring lease-based execution ownership, event-driven reconciliation, API key auth, and a React dashboard.

Developer toolsAutomationBackend & APIs
poindexterGlad-Labs
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A self-hosted, local-first AI content factory: a LangGraph pipeline that discovers topics, researches them, writes long-form posts, filters drafts through multi-model QA rails, and exports static output — with inference running on your own GPU via Ollama.

AI & MLSelf-hostedAI agents
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J.A.R.V.I.S is a local-first OSINT platform that uses AI and web scraping to build comprehensive intelligence dossiers on individuals while ensuring data privacy.

AI & MLData & databasesAI agents
Overlockbnbong
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Overlock is a sewing machine-themed racing game set on fabric, developed using the Godot engine and FastAPI.

GamesOpen-source games
astock-paper-tradingdaviesjoin-afk
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A local-first paper trading and quantitative research engine tailored for China A-share rules. It features built-in strategies, T+1/lot size/limit price validation, multi-source data verification, layered risk control, and Docker deployment with offline deterministic demos.

ProductivityData & databasesFinance & CRM
fastapi_faultsmathisarends
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fastapi-faults is an MIT-licensed Python package for FastAPI that defines typed RFC 9457 Problem Details from domain exceptions, reuses one immutable Fault definition for runtime responses and OpenAPI documentation, and supports feature-local registries, typed extension fields, and built-in framework error normalization.

Developer toolsBackend & APIs
open-dispatchMatthew-Selvam
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Self-hosted, MIT-licensed API for dispatching content to 7 social platforms via one HTTP call. Supports scheduling, retry, webhooks, AI caption adaptation, and media transcoding. Zero vendor lock-in.

AutomationDeveloper toolsWorkflow automation
learnnote-assistanthurry060215-tech
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LearnNote is a local-first AI learning assistant that transforms videos from Bilibili, YouTube, and local files, as well as PDFs, into structured notes via subtitles or transcription, supporting reading, editing, and exporting in a web workbench.

AI & MLProductivityAI assistants
sentinelPrakhar2025
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Defense-only fraud detection for cross-merchant identity reuse. Sentinel builds an identity link graph across merchants, scores payment events deterministically with explainable verdicts, and provides an analyst console, audit trail, and measured precision, recall, and false-positive cost in rupees.

Self-hostedAI & MLMonitoring & security
job-workbenchchenxiang6663635
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Local-first, auditable AI-assisted job-search workbench: JD analysis, application tracking and resume workflows with anti-fabrication safeguards, plus interview and offer pipeline. Markdown and CSV files, BYOK AI CLI, privacy-first.

ProductivityAI & MLPersonal management