{"id":49580534,"url":"https://github.com/mikolajbadyl/sourciva","last_synced_at":"2026-05-03T19:08:00.310Z","repository":{"id":355445574,"uuid":"1227468885","full_name":"mikolajbadyl/Sourciva","owner":"mikolajbadyl","description":"AI-powered deep research and content creation agent with streaming web UI","archived":false,"fork":false,"pushed_at":"2026-05-03T17:52:05.000Z","size":636,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-05-03T18:25:45.330Z","etag":null,"topics":["agent","ai","deep-research","docker","fastapi","llm","research","searxng","sveltekit"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mikolajbadyl.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":"AGENTS.md","dco":null,"cla":null}},"created_at":"2026-05-02T18:17:15.000Z","updated_at":"2026-05-03T17:52:08.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/mikolajbadyl/Sourciva","commit_stats":null,"previous_names":["mikolajbadyl/sourciva"],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/mikolajbadyl/Sourciva","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mikolajbadyl%2FSourciva","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mikolajbadyl%2FSourciva/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mikolajbadyl%2FSourciva/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mikolajbadyl%2FSourciva/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mikolajbadyl","download_url":"https://codeload.github.com/mikolajbadyl/Sourciva/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mikolajbadyl%2FSourciva/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32581126,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-03T06:36:36.687Z","status":"ssl_error","status_checked_at":"2026-05-03T06:36:09.306Z","response_time":103,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["agent","ai","deep-research","docker","fastapi","llm","research","searxng","sveltekit"],"created_at":"2026-05-03T19:07:52.970Z","updated_at":"2026-05-03T19:08:00.302Z","avatar_url":"https://github.com/mikolajbadyl.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cp align=\"center\"\u003e\n  \u003cpicture\u003e\n    \u003csource media=\"(prefers-color-scheme: dark)\" srcset=\"assets/logo_light.png\"\u003e\n    \u003cimg src=\"assets/logo_dark.png\" alt=\"Sourciva\" width=\"440\"\u003e\n  \u003c/picture\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cstrong\u003eTurn deep research into real output.\u003c/strong\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  Self-hosted AI research agent.\u003cbr\u003e\n  Autonomous deep research, web search, document generation - all in your browser, on your machine.\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  ⭐ If you find Sourciva useful, consider giving it a star!\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Python-3.14-3776AB?logo=python\u0026logoColor=white\" alt=\"Python\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/SvelteKit-5-FF3E00?logo=svelte\u0026logoColor=white\" alt=\"SvelteKit\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/FastAPI-009688?logo=fastapi\u0026logoColor=white\" alt=\"FastAPI\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Tailwind_CSS_4-06B6D4?logo=tailwindcss\u0026logoColor=white\" alt=\"Tailwind\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Docker-2496ED?logo=docker\u0026logoColor=white\" alt=\"Docker\"\u003e\n\u003c/p\u003e\n\n\u003cbr\u003e\n\n---\n\n## What is Sourciva?\n\nSourciva is a self-hosted AI agent built for **deep research and content creation**. Give it a topic and it will autonomously search the web, read sources, synthesize findings, and produce polished documents - reports, articles, pages - all on its own. Watch it reason, search, read, iterate, and write in real time.\n\nNo cloud dependencies. No vendor lock-in. Your code, your keys, your machine.\n\n## Features\n\n- 🌊 **Real-time streaming** - watch the AI think, reason, and respond via SSE\n- 🛠 **15+ built-in tools** - file I/O, shell commands, code search, web search, task management, and more\n- 🤖 **Any LLM provider** - OpenAI, Anthropic, Gemini, DeepSeek, Groq, Mistral, Ollama, and [dozens more](#supported-providers)\n- 🔌 **MCP support** - connect external tool servers via Model Context Protocol\n- 📋 **Skill system** - extensible markdown-based skills for coding, design, research, and management\n- 💬 **Workspace management** - persistent conversations with full history\n- 🔍 **Web search** - built-in SearXNG integration for private, self-hosted search\n- 📄 **Artifact panel** - the agent can create, manage, and surface files for you\n- 🚀 **One-command deploy** - single Docker image, Docker Compose / Podman Compose\n\n## Quick Start\n\n### Prerequisites\n\n- [Docker](https://docs.docker.com/get-docker/) (or [Podman](https://podman.io/)) with Docker/Podman Compose\n- At least one LLM API key\n\n### Setup\n\n```bash\ngit clone https://github.com/mikolajbadyl/sourciva.git\ncd sourciva\ncp .env.example .env\n```\n\nEdit `.env` and add your API key(s). A single key is enough to get started:\n\n```env\nOPENAI_API_KEY=sk-...\n```\n\nThen launch:\n\n```bash\ndocker compose up -d\n```\n\nOpen **http://localhost:3000** - you're ready to go.\n\n## Supported Providers\n\nSourciva uses [litellm](https://docs.litellm.ai/docs/providers) under the hood, so it works with **100+ LLM providers** out of the box. Set the corresponding environment variable for whichever provider(s) you want to use:\n\n```env\n# Examples - pick one or more\nOPENAI_API_KEY=sk-...\nANTHROPIC_API_KEY=sk-ant-...\nDEEPSEEK_API_KEY=...\nGROQ_API_KEY=...\nGEMINI_API_KEY=...\nOLLAMA_API_BASE=http://localhost:11434   # local models\n```\n\nSee the full list of supported providers and their env vars at [docs.litellm.ai/docs/providers](https://docs.litellm.ai/docs/providers).\n\nYou can set **multiple keys** at once - Sourciva will discover all available models and let you switch between them in the UI.\n\n## Configuration\n\nAll configuration is done through the `.env` file:\n\n```env\n# LLM providers - set one or more\nOPENAI_API_KEY=sk-...\nANTHROPIC_API_KEY=sk-ant-...\nDEEPSEEK_API_KEY=...\n\n# Internal (Docker handles these by default)\n# SEARXNG_URL=http://searxng:8080\n```\n\nMCP servers are configured in `config/mcp.json`.\n\n## Development\n\n```bash\n# Start dev environment\ndocker compose -f docker-compose.dev.yml up -d\n\n# http://localhost:3000\n```\n\n### Lint \u0026 test\n\n```bash\nuv run ruff check backend/     # Python lint\nuv run ruff format backend/    # Python format\nbun run lint:fix               # TS/Svelte lint + fix\nbun run format                 # TS/Svelte format\nuv run pytest                  # Python tests\nbun run test                   # Frontend tests\n```\n\n## License\n\nMIT License - see [LICENSE](LICENSE).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmikolajbadyl%2Fsourciva","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmikolajbadyl%2Fsourciva","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmikolajbadyl%2Fsourciva/lists"}