GitHub Repository

Chat with the just released ufo files. Vector RAG setup with pre-built embeddings database using sqlite. Ready to chat.

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Chat with UFO Files

Name: Chat with UFO Files
Availability: InStock
Author: freakynit

by freakynit·May 8, 2026·4 points·2 comments

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AI Analysis

●MidNiche Gem

Yet another chat-with-docs tool, just with UFO files pre-loaded instead of your own.

Strengths

•Pre-built SQLite database means zero setup — clone and run immediately.
•Inline citations with direct download links to source markdown files.

Weaknesses

•Standard RAG architecture offers no differentiation from dozens of existing tools.
•Content-specific to UFO files limits broader applicability or reuse.

Post Description

https://github.com/freakynit/chat-with-ufo-files

Contains sqlite database with all files pre-loaded along with embeddings. Has good looking UI you can directly chat with.

Demo(for just next 15 minutes or I run out of 5$ credits). Also, concurrency is limited by openrouter to just 10... so, some requests might fail:

https://open-proxy.space

^ Im running this on my machine begind cloudflare proxy.. and this is the domain I generally use for all dev purposes..

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