This is a submission for the Open Source AI Challenge with pgai and Ollama
What I Built
I built a Chat bot that accepts and generates audio files and provides analysis about the sound files. It can also generate mashup of the audio files.
Demo
Tools Used
pgai Vectorizer is used for generating the embeddings for ollama. pgvectorscale is used to for the similarity checks.
Ollama is used for chat, mashup generation, and analysis.
Docker was used to host ollama, postgres, and the vectorizer worker
Technology Used:
Next.js
Shadcn
Langchain
Langgraph
Langsmith
Prisma
Final Thoughts
Overall I found the tools to be very interesting and useful. being able to trigger the embedding generation as soon as records are entered into the Database is very useful.
Prize Categories
This submission qualifies for:
Open-source Models from Ollama
Vectorizer Vibe
All the Extensions
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