How do I initialize the Local Private RAG (Ollama + Chroma + FastAPI) kit?

Clone the repository with `git clone https://github.com/Umar-444/Techtalks-stack-kits.git`, navigate to `kits/rag-local-private/`, and hand the bootstrap prompt to your AI coding agent.

Which AI agents support Local Private RAG (Ollama + Chroma + FastAPI)?

The kit's rules are automatically transpiled into 6 native formats: Cursor (.cursor/rules/*.mdc), Claude Code (CLAUDE.md), GitHub Copilot (.github/copilot-instructions.md), Cline (.clinerules), OpenAI Codex (CODEX.md), and Antigravity (.agents/rules/*.md).

What security invariants are enforced in Local Private RAG (Ollama + Chroma + FastAPI)?

The kit enforces zero plaintext credentials via Gitleaks, parameterized queries, and resource-level authorization policies.

Architectural Blueprint: This kit is currently a planned architectural blueprint. The specifications, threat model, and rules below describe the planned implementation. Starter source containers and automated test suites are in active development.

Blueprint Specification v1.0.0

Local Private RAG (Ollama + Chroma + FastAPI) (Blueprint)

100% offline, zero API egress, zero cloud cost: local open-weights LLMs via Ollama (Llama 3, Mistral, Qwen 2.5), local ChromaDB embeddings, fully PDPL and NDA compliant for regulated GCC enterprises.

{'name': 'Python', 'version': '3.12+', 'registry': 'pypi.org'} {'name': 'FastAPI', 'version': '0.115+', 'registry': 'pypi.org'}

Agent Bootstrapping

Pre-Wired Rules

Single-source rules compiled to 6 native agent dialects. Transpiled deterministically from rules/source/.

• .cursor/rules/*.mdc

• CLAUDE.md

• .agents/rules/*.md

• .clinerules & CODEX.md

Security Guardrails

Automated Scanners

Invariants asserted in CI before merge. Scanned by Gitleaks and Semgrep AST checkers.

Planned: Standard Security Scan Protocol Enabled

Docker Scaffolding

Turnkey Containers

Runnable containers with pre-wired environment variables, healthchecks, and dependency locks.

docker compose up -d

Agent Bootstrap Prompt

Feed this exact prompt into Claude Code, Cursor, Copilot, or Antigravity to anchor the agent:

You are building with the Local Private RAG (Ollama + Chroma + FastAPI) kit. Follow rules in AGENTS.md, DESIGN.md tokens, and steps/agent-build-steps.md.