{
  "schema": "agent-buildprint/publication.v1",
  "publish": true,
  "fileExcludes": [],
  "slug": "local-rag-chat-workbench",
  "title": "Local RAG Chat Workbench",
  "creator": "Agent Buildprint",
  "category": "Mapped Project",
  "tier": "agent-grade",
  "status": "proof-required",
  "runtime": [
    "Local-first AI chat",
    "Ollama-compatible provider adapter",
    "SQLite/libSQL persistence",
    "Browser proof required"
  ],
  "stack": [
    "Streaming chat",
    "Document ingestion",
    "RAG indexing",
    "Vector search",
    "Citations",
    "Memory/settings",
    "Lifecycle controls"
  ],
  "iconKeys": [
    "nextjs",
    "typescript",
    "sqlite"
  ],
  "difficulty": "Intermediate",
  "featured": false,
  "summary": "Compact executable packet for a local-first RAG chat app with Ollama-compatible provider seams, durable SQLite/libSQL state, document ingestion, citations, memory/settings, and repeatable browser proof.",
  "plainDescription": "A fast Mapper AI-app regression packet inspired by Maxkrvo/OllamaChat. It is smaller than the swarm simulation workbench but still pressures provider adapters, RAG behavior, persistence, browser proof, lifecycle controls, and evidence honesty.",
  "promise": "Build a production-grade local RAG chat workbench without depending on the original source repo. Status remains PROOF_REQUIRED until proof gates pass.",
  "whatYouGet": [
    "Executable Buildprint start and machine contract",
    "Three compact production-grade phase files",
    "Provider adapter, RAG, persistence, browser, lifecycle, and no-fake proof gates",
    "Evidence ledger seed with runtime writes to .buildprint/evidence/evidence-ledger.jsonl"
  ],
  "whatYouNeed": [
    "A clean implementation workspace",
    "Optional local Ollama runtime for live provider proof",
    "SQLite/libSQL-capable local environment",
    "Browser test tooling for repeatable UI proof"
  ],
  "architectureFlow": [
    "Chat",
    "Provider",
    "Persistence",
    "Documents",
    "Retrieval",
    "Citations",
    "Memory"
  ],
  "includes": [
    "Provider Chat Runtime",
    "Document RAG Indexing",
    "Memory Settings Lifecycle",
    "BUILDPRINT.md canonical start",
    "01-questions.md safe defaults",
    "02-project-setup.md production readiness gate",
    "03-phases/phase-flow.md orchestration contract",
    "04-evaluation.md claim rules",
    "05-evidence/evidence-ledger.jsonl seed ledger",
    "06-contracts/*.md role contracts for delegated architecture, UX/UI, integration/runtime, security, data persistence, and verification"
  ],
  "risks": [
    "Counting deterministic provider responses as live Ollama proof",
    "Static citations presented as RAG behavior",
    "In-memory-only chat or documents counted as persistence",
    "Screenshots without repeatable browser/e2e proof",
    "No-op memory, settings, export, delete, or reindex controls",
    "Secret leakage through prompts, logs, screenshots, or evidence rows"
  ],
  "checks": [
    "Executable packet file shape generated",
    "Provider adapter/config/tests required before live-proof blockers",
    "Document ingestion and vector retrieval proof required",
    "Repeatable browser/e2e proof required for UI phases",
    "Qualification remains PROOF_REQUIRED until proof gates pass"
  ],
  "trustBadges": [
    {
      "label": "Fast AI eval",
      "detail": "Compact local RAG packet for Mapper replay loops.",
      "tone": "success"
    },
    {
      "label": "Local-first",
      "detail": "Ollama live proof is optional; provider seams are mandatory.",
      "tone": "success"
    },
    {
      "label": "Proof required",
      "detail": "Live runtime, persistence, browser, and lifecycle proof remains pending.",
      "tone": "warning"
    }
  ],
  "originGithubUrl": "https://github.com/Maxkrvo/OllamaChat",
  "originLabel": "Maxkrvo/OllamaChat",
  "copyPrompt": "Use the Local RAG Chat Workbench Buildprint. First bootstrap exact snapshots: agb start https://agent-buildprint.com/buildprints/local-rag-chat-workbench/package.json . If agb is not installed, clone https://github.com/DomEscobar/agent-buildprint and run node agent-buildprint/bin/agb.js start https://agent-buildprint.com/buildprints/local-rag-chat-workbench/package.json . Then read .buildprint/next-agent.md and continue. Do not write Buildprint snapshots manually. The bootstrapped packet is the source of truth — follow its read order (BUILDPRINT.md, 01-questions.md, 02-project-setup.md, blueprint.yaml, 03-phases/phase-index.yaml, 04-evaluation.md, and the active phase files) instead of restating its rules here.",
  "publicStatus": {
    "label": "Mapped, proof pending",
    "explanation": "Compact AI-app packet exists; live implementation proof is not complete."
  }
}