commit ed9259d35e48a2d25a1a5ec06197d1baf0d0c231 Author: Brandon Wolfgang Date: Wed Oct 21 16:57:52 2026 -0500 Initialize local AI platform project diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..55cac98 --- /dev/null +++ b/.gitignore @@ -0,0 +1,45 @@ + +# Dependencies +node_modules/ + +# Build output +dist/ +build/ +coverage/ +*.tsbuildinfo + +# Environment variables and secrets +.env +.env.* +!.env.example +!.env.test.example + +# Logs +logs/ +*.log +npm-debug.log* +yarn-debug.log* +pnpm-debug.log* + +# Test and tool caches +.nyc_output/ +.eslintcache +.cache/ +.parcel-cache/ + +# Local editor settings +.vscode/ +.idea/ +*.swp +*.swo +.DS_Store + +# Local databases and generated data +data/ +*.sqlite +*.sqlite3 +*.db + +# Temporary files +tmp/ +temp/ diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..7577060 --- /dev/null +++ b/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2026 Brandon Wolfgang + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/README.md b/README.md new file mode 100644 index 0000000..f0ec5c9 --- /dev/null +++ b/README.md @@ -0,0 +1,115 @@ +# Local AI Platform + +A self-hosted AI application designed to demonstrate production-grade backend engineering, local LLM integration, retrieval-augmented generation (RAG), observability, security, and reliability. + +The project emphasizes measurable behavior, reproducible deployments, automated testing, and documented architectural trade-offs. + +## Project Goals + +- Build and expose a well-defined API for local LLM inference. +- Integrate retrieval-augmented generation with source-grounded responses. +- Measure latency, throughput, errors, and retrieval quality. +- Implement structured logging, metrics, and distributed tracing. +- Apply authentication, authorization, input validation, and secure configuration. +- Test failure handling, retries, idempotency, and recovery. +- Automate testing and deployment. +- Document architectural decisions and operational procedures. + +## Technology Stack + +Planned technologies: + +- **Runtime:** Node.js +- **Language:** TypeScript +- **API framework:** Fastify +- **Validation:** Zod +- **Local inference:** Ollama +- **Database and retrieval:** PostgreSQL with pgvector +- **Containers:** Docker and Docker Compose +- **Testing:** Automated unit, integration, and failure-injection tests +- **Observability:** OpenTelemetry and compatible monitoring tools +- **CI/CD:** Automated build, test, and deployment workflows + +Technologies will be introduced incrementally as project requirements justify them. + +## Current Status + +**Status:** Initial development + +The initial milestone is to establish a working API with health and readiness endpoints, then integrate local model inference and baseline performance measurements. + +Features listed in the project goals are planned capabilities, not claims that they have already been implemented. + +## Getting Started + +### Prerequisites + +- Node.js and npm +- Git + +Additional dependencies, including Ollama and PostgreSQL, will be introduced as the project evolves. + +### Installation + +Clone the repository: + +```bash +git clone +cd local-ai-platform +``` + +Install dependencies: + +```bash +npm ci +``` + +### Development + +The development server and available scripts will be documented here as they are implemented. + +## Architecture + +The initial architecture will consist of an HTTP API and a local model inference service. + +Subsequent iterations will introduce retrieval, persistence, observability, security controls, and deployment automation. + +Architecture diagrams and significant design decisions will be maintained alongside the code. + +## Testing and Quality + +The project will progressively introduce: + +- Automated unit and integration tests +- API contract validation +- Performance benchmarks +- Retrieval and answer-quality evaluations +- Security regression tests +- Failure-recovery tests + +Performance and quality claims will be backed by reproducible measurements. + +## Security + +- Never commit credentials, access tokens, private keys, or production data. +- Keep local configuration and secrets outside version control. +- Validate untrusted input and enforce authorization at the API boundary. +- Treat retrieved documents and model-generated output as untrusted. +- Do not expose the API publicly without appropriate authentication and security controls. + +Report suspected vulnerabilities privately to the repository owner. + +## Documentation + +As the project develops, documentation will cover: + +- Local setup and deployment +- Architecture decision records +- Performance and evaluation results +- Threat models and security controls +- Operational runbooks and recovery procedures +- Known limitations and future improvements + +## License + +[MIT License](LICENSE) diff --git a/package-lock.json b/package-lock.json new file mode 100644 index 0000000..fdd8d1a --- /dev/null +++ b/package-lock.json @@ -0,0 +1,1565 @@ +{ + "name": "local-ai-platform", + "version": "1.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "local-ai-platform", + "version": "1.0.0", + "license": "ISC", + "dependencies": { + "fastify": "^5.12.7", + "zod": "^4.6.7" + }, + "devDependencies": { + "@types/node": "^26.6.5", + "tsx": "^4.23.15", + "typescript": "^7.0.2" + } + }, + "node_modules/@esbuild/aix-ppc64": { + "version": "0.28.2", + "resolved": "https://registry.npmjs.org/@esbuild/aix-ppc64/-/aix-ppc64-0.28.2.tgz", + "integrity": "sha512-XExcO+dvLKvVtNTibSTBej1NCAbaGhWn9Ww1ZPx80qsahhPFe/8jgWP0IchNe0F3HwkU7n8ejhH8bjonqht8mQ==", + "cpu": [ + "ppc64" + ], + "dev": true, + "license": "MIT", + "optional": true, + 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"zod": "^4.6.7" + }, + "devDependencies": { + "@types/node": "^26.6.5", + "tsx": "^4.23.15", + "typescript": "^7.0.2" + } +} diff --git a/src/server.ts b/src/server.ts new file mode 100644 index 0000000..b27bccc --- /dev/null +++ b/src/server.ts @@ -0,0 +1,30 @@ +import Fastify from 'fastify'; + +const app = Fastify({ + logger: true, +}); + +app.get('/health', async () => ({ + status: 'ok', +})); + +app.get('/ready', async () => ({ + status: 'ready', + dependencies: { + ollama: 'not-integrated', + }, +})); + +const start = async () => { + try { + await app.listen({ + host: '127.0.0.1', + port: 3000, + }); + } catch (error) { + app.log.error(error); + process.exit(1); + } +}; + +void start(); diff --git a/tsconfig.json b/tsconfig.json new file mode 100644 index 0000000..3e992f9 --- /dev/null +++ b/tsconfig.json @@ -0,0 +1,13 @@ +{ + "compilerOptions": { + "target": "ES2022", + "module": "NodeNext", + "moduleResolution": "NodeNext", + "rootDir": "src", + "outDir": "dist", + "strict": true, + "esModuleInterop": true, + "skipLibCheck": true + }, + "include": ["src/**/*.ts"] +}