Where can I find the documentation?
Documentation is available online on GitHub Pages or offline by running `make docs` after installing dev dependencies.
@styada
基本信息
Trying to use mcp servers for setting up local rag
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工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。
An example implementation of a Python application applying Clean Architecture and SOLID principles, providing a template for building maintainable services. It includes out-of-the-box functionalities like FastAPI, Dramatiq, Socket.io, SQLAlchemy, and OpenTelemetry.
Create a GitHub repository using the template. Install uv and Docker, then use Docker commands like make containers, docker compose up dev-http, or Make commands like make install-dependencies and make dev-http. Run tests with make test or docker compose run --rm test.
Documentation is available online on GitHub Pages or offline by running `make docs` after installing dev dependencies.
You need to install `uv` and Docker. On macOS, `uv` can be installed with `brew install uv`; Docker can be downloaded from docker.com.
Yes, it includes authentication and Identity Provider using ORY Zero Trust architecture, and full observability with OpenTelemetry (Metrics, Traces, Logs).
It uses SQLAlchemy with the repository pattern and Alembic for database migrations, configured to support both sync and async engines.
It is an example implementation but includes production-like features such as CI/CD pipelines, authentication, observability, and a minimized Dockerfile for smaller production images.

Exact, shared memory for AI agents: a hierarchical database where totals always add up, every write is attributed to the agent and person behind it, and any figure traces back to its source file. Agents create databases,

Islamic source data for assistants: Quran, hadith, tafsir, duas, prayer times and qibla. Answers come from real sources with citations instead of recalled text, so verses and hadith are not hallucinated. 36,000+ hadiths
Person-owned, portable AI memory served over MCP. Your knowledge, preferences, and decisions — captured in one assistant, available in all of them.
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Scento Perfume API is a free fragrance API and perfume notes database for developers and AI agents. Search 1,500+ perfumes and 400+ ingredients, compare scents, find similar perfumes, map scent families and build occasio
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