Embeddings Libraries

16 Components & Libraries

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Embeddings Libraries

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows. Embeddings databases are a union of vector indexes (sparse and dense), graph networks a…

Resume Matcher is an open source, free tool to improve your resume. It works by using language models to compare and rank resumes with job descriptions.

The Resume Matcher takes your resume and job descriptions as input, parses them using Python, and mimics the functionalities of an ATS, providing you with insights and suggestions to make your resume…

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

Lance is a modern columnar data format that is optimized for ML workflows and datasets. Lance is perfect for: The key features of Lance include: Download the sift1m subset Convert it to Lance Build …

A python library for self-supervised learning on images.

Lightly SSL is a computer vision framework for self-supervised learning. This self-supervised learning framework offers the following features: Want to jump to the tutorials and see Lightly in action…

A robust, all-in-one GPT interface for Discord. ChatGPT-style conversations, image generation, AI-moderation, custom indexes/knowledgebase, youtube summarizer, and more!

An all-in-one, robust OpenAI Integration for Discord. This bot is on feature parity with ChatGPT web and even does some things slightly better! Improve this markdown, correct any spelling errors, and…

Modern columnar data format for ML implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

A robust, all-in-one GPT3 interface for Discord. ChatGPT-style conversations, image generation, AI-moderation, custom indexes/knowledgebase, youtube summarizer, and more!

Automatically re-send your prompt and update the response in place if you edit your original prompt! ShareGPT integration to share your conversations Tag your bot in chat and it'll respond! Change an…

A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.

The Swiss Army Llama is designed to facilitate and optimize the process of working with local LLMs by using FastAPI to expose convenient REST endpoints for various tasks, including obtaining text emb…

Transform audio-visual content into navigable knowledge.

FrogBase currently provides functionality to: This section is for software developers who want to use FrogBase as a python package. Import FrogBase and use it as follows - This section is for non-tec…

Time-series machine learning at scale.

RestAI is an AIaaS (AI as a Service) open-source platform. Built on top of LlamaIndex, Ollama and HF Pipelines. Supports any public LLM supported by LlamaIndex and any local LLM suported by Ollama. Precise embeddings usage and tuning.

Licensed under the Apache license, version 2.0 (the "license"); You may not use this file except in compliance with the license. You may obtain a copy of the license at: Unless required by applicable…

Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It leverages the power of LLM to generate responses and uses vector databases to fetch relevant documents to enhance the quality and relevance of the output.

Index ChatGPT has constraints due to its limited knowledge base, sometimes resulting in hallucinating answers when asked about unfamiliar topics. We are introducing the new AI stack, ChatGPT+Vector d…

Implemented Machine Learning Algorithms in Hyperbolic Geometry (MDS, K-Means, Support vector machines, etc.)

Dead simple games made with word vectors.

Face recognition and analytics library based on deep neural networks and ONNX runtime

C# interface

Text Classification in Turkish Texts with Bert

Goal= Correctly guessing the classification of texts and audios It is a text classification task implementation transformers (by HuggingFace) with BERT. It contains several parts: --Data pre-processi…

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