Your Career, Your AI
Assistant
A privacy-focused chatbot trained on your job history. Ask questions about your career and get grounded answers from your own data - no cloud, no tracking, completely local.
Job Agent
Online
What cloud platforms have I worked with?
Based on your career history, you have experience with Azure (5+ years), AWS (3 years), and GCP (1 year). Your most extensive cloud work was at Contoso Corp where you led the Azure migration...
When did I start working in tech?
According to your profile, you began your tech career in 1994 as a systems administrator. Your timeline shows continuous growth from infrastructure into development and architecture roles.
Weaviate
Vector DB
Ollama
Local LLM
Privacy-First Career Intelligence
Built with open-source components that run entirely on your machine. Your career data never leaves your control.
Semantic Search
Weaviate vector database with text2vec embeddings finds contextually relevant career information.
Local LLM
Ollama runs llama3.2 locally for natural language responses without external API calls.
Complete Privacy
All data stays on your machine. No cloud services, no tracking, no data sharing.
Built With Modern Tech
RAG Backend
Python + FastAPI
- Weaviate 1.34 vector database
- Ollama with llama3.2 + nomic-embed-text
- FastAPI with OpenAPI documentation
- Docker Compose orchestration
Chat Frontend
React + TypeScript
- React 19 with modern hooks
- TypeScript 5.9 for type safety
- Vite 7 for fast builds
- Floating chat widget component
Multi-Collection RAG
Career data organized into semantic collections for precise, contextual retrieval.
CandidateProfileName, headline, summary
CandidateOriginBackground context
CandidateStartCareer beginnings
CandidateJobFull job history
Interested in this project?
This is a private project demonstrating local-first RAG architecture. Contact me to learn more.