The video search layer for AI agents. Search video by meaning — across speech, visuals, and on-screen text.
A Docker image for PostgreSQL 18 with pgvectorscale and pg_textsearch
Production RAG system — FastAPI, LangChain, pgvector, structured outputs, observability
Laravel AI Notes — AI-powered voice & text notes with semantic vector search, running 100% locally. Transcribe audio with Whisper, summarize & embed text with Ollama, and search by meaning using pgvector. No paid APIs required.
A Docker image for Postgres 16 with pgvectorscale.
AI-powered cloud-native E-commerce platform built with React, NestJS, FastAPI, Docker, PostgreSQL pgvector, and AWS cloud services including EC2, S3, RDS, and SageMaker for semantic product search.
code files for a specialized RAG chatbot to provide just-in-time interventions for individuals with episodic mental health conditions (WIP).
A Docker container combining pg_duckdb and pgvectorscale extensions for PostgreSQL 17 on Railway.
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