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A developer has created a prototype for an AI-powered personal knowledge assistant called pgai, utilizing cutting-edge tools like Gemini LLM and Ollama. The project aims to explore the ease of creating, embedding, and querying knowledge bases locally using accessible and developer-friendly tools.

The pgai prototype integrates with Postgres and Drizzle ORM, enabling essential database technologies. It also includes integrations with AI models like Ollama and vector embeddings from PGVector. The project showcases the potential of combining Postgres with locally hosted AI models for knowledge-based applications.

Users can view a demo on Vercel and access the GitHub repository to explore the project further.

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Source: https://dev.to/emee/ollama-chatbot-with-vercel-ai-with-pgai-pgvector-348n