RAG - Basic Architecture
A reviewed baseline for retrieval-augmented generation systems.
v1.1.0MIT
Find reusable engineering knowledge, add your own requirements, and export one clean, versioned context bundle for any coding agent.
Transparent files. Pinned versions. No hidden runtime.
Editorially selected starting points.
A reviewed baseline for retrieval-augmented generation systems.
Server-sent streaming patterns for responsive chat UX with OpenAI-compatible APIs.
Curated official Model Context Protocol documentation and repositories.
AI, Backend, Frontend, Infrastructure, Security.
Published Blocks in date order.
Structured function/tool calling with schema validation and bounded retries.
Validation and quarantine patterns for user-provided files in AI ingestion pipelines.
A reviewed baseline for retrieval-augmented generation systems.
Guardrails for untrusted retrieved text, tool output, and user-supplied instructions.
Production-minded OpenAI API integration with auth, retries, and observability hooks.
Curated official Model Context Protocol documentation and repositories.
Blocks recommended for new projects.
A reviewed baseline for retrieval-augmented generation systems.
Production-minded OpenAI API integration with auth, retries, and observability hooks.
Structured function/tool calling with schema validation and bounded retries.
A Block can be a feature specification, architecture pattern, integration guide, security baseline, MCP setup, schema, reference implementation, or a carefully selected set of official links.
Some Blocks contain a complete folder of requirements and examples. Others need only one excellent README. The format follows the knowledge — not the other way around.
Search by problem, technology, or pattern. Refine results with independent facets and tags.
Read the overview. Open every file. Check the version, maturity, dependencies, license, and source links.
Add exact Block versions to your Workspace and bring your own project requirements.
Download one transparent Solution ZIP and hand it to Cursor, Codex, Copilot, Claude Code, or another coding agent.
Authentication, RAG, uploads, retries, MCP, evaluation, observability — write the hard-won decisions once and reuse them.
Every Block is made of ordinary inspectable files. Nothing is hidden behind a generated prompt.
Latest helps new work start quickly. Pinned versions keep existing Solutions stable when documentation and APIs change.
Your export is a ZIP with Markdown, code, schemas, links, and a small JSON index. It works without a PureIntent runtime.
requirements.md · architecture.md · wireframe.png · openapi.yaml · schema.sql · reference.ts · prompt.md · skill.md · links.md
Keep code as reference. Point to official packages. Add verification steps. Use the artifact that explains the decision best.
PureIntent never runs Block files, installs packages, or asks you to trust code because an AI said it looked safe. Scripts remain readable reference material. Executable binaries are not accepted.
You decide what reaches your coding agent and what it is allowed to do.
Find something you already explain to your coding agent, add your project context, and export a cleaner starting point.