Ask ATP ... using LLMs!

This page summarizes the projects mentioned and recommended in the original post on /r/ATPfm

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  • whisper.cpp

    Port of OpenAI's Whisper model in C/C++

    It's mostly Rust with a sprinkling of python for some of the ML stuff. The transcription is done via whisper (https://github.com/ggerganov/whisper.cpp) and the search is handle via standard lexical search (https://github.com/quickwit-oss/tantivy) combined with a vector database (https://qdrant.tech) to find relevant pieces of content.

  • qdrant

    Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

    It's mostly Rust with a sprinkling of python for some of the ML stuff. The transcription is done via whisper (https://github.com/ggerganov/whisper.cpp) and the search is handle via standard lexical search (https://github.com/quickwit-oss/tantivy) combined with a vector database (https://qdrant.tech) to find relevant pieces of content.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • tantivy

    Tantivy is a full-text search engine library inspired by Apache Lucene and written in Rust

    It's mostly Rust with a sprinkling of python for some of the ML stuff. The transcription is done via whisper (https://github.com/ggerganov/whisper.cpp) and the search is handle via standard lexical search (https://github.com/quickwit-oss/tantivy) combined with a vector database (https://qdrant.tech) to find relevant pieces of content.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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