#

retrieval

Here are 300 public repositories matching this topic...

stanislavlia / ft_search

AI driven semantic search over collections of documents

python search ai retrieval embeddings rag

Updated May 15, 2024
Python

embeddings-benchmark / mteb

MTEB: Massive Text Embedding Benchmark

benchmark information-retrieval retrieval text-classification clustering sts semantic-search reranking text-embedding sgpt neural-search sentence-transformers sbert multilingual-nlp bitext-mining

Updated May 15, 2024
Python

SciPhi-AI / R2R

The framework for fast development and deployment of RAG systems.

search pdf machine-learning ocr deep-learning retrieval chatbot artificial-intelligence question-answering data-pipelines retrieval-systems large-language-models llm langchain llama-index retrieval-augmented-generation

Updated May 15, 2024
Python

tensorlakeai / indexify

A scalable realtime and continuous indexing and structured extraction engine for Unstructured Data to build Generative AI Applications

machine-learning retrieval llm

Updated May 14, 2024
Rust

qdrant / fastembed

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

retrieval embeddings openai rag vector-search retrieval-augmented-generation

Updated May 14, 2024
Python

ARM-DOE / ACT

Atmospheric data Community Toolkit - A python based toolkit for exploring and analyzing time series atmospheric datasets

visualization time-series retrieval meteorology atmospheric-science corrections meteorological-data

Updated May 14, 2024
Python

LongxingTan / open-retrievals

Text Embedding for Retrieval, Rerank and RAG

nlp information-retrieval retrieval semantic-search triplet-loss contrastive-loss rag text-embeddings tranformers llm retrieval-augmented-generation rerank

Updated May 14, 2024
Python

intel / intel-extension-for-transformers

⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡

retrieval chatbot rag habana large-language-model chatpdf llm-inference 4-bits speculative-decoding llm-cpu streamingllm intel-optimized-llamacpp neural-chat neural-chat-7b autoround gaudi3

Updated May 15, 2024
Python

tollefj / LLM-retrieve-rerank-reason

Work in progress. An llm util to work as an evaluation step in RAG applications

retrieval ranking reranking rag large-language-models llm retrieval-augmented-generation

Updated May 14, 2024
Jupyter Notebook

palladian / palladian

Palladian is a Java-based toolkit with functionality for text processing, classification, information extraction, and data retrieval from the Web.

text-mining retrieval information-extraction classification

Updated May 13, 2024
Java

wi2trier / cbrkit

Customizable Case-Based Reasoning (CBR) toolkit for Python with a built-in API and CLI.

nlp api cli library tool retrieval similarity cbr case-based-reasoning

Updated May 13, 2024
Python

apache / lucenenet

Apache Lucene.NET

search query analysis retrieval text information apache lucene index hacktoberfest lucenenet

Updated May 15, 2024
C#

arjbingly / grag

GRAG is a simple python package that provides an easy end-to-end solution for implementing Retrieval Augmented Generation (RAG). The package offers an easy way for running various LLMs locally, Thanks to LlamaCpp and also supports vector stores like Chroma and DeepLake.

retrieval quantization rag llm retrieval-augmented-generation

Updated May 11, 2024
Python

cottontaildb

vitrivr / cottontaildb

Cottontail DB is a column store vector database aimed at multimedia retrieval. It allows for classical boolean as well as vector-space retrieval (nearest neighbour search) used in similarity search using a unified data and query model.

database multimedia retrieval similarity-search multimedia-retrieval vector-database vector-search-engine cottontail-db vector-space-retrieval knearest-neighbours-lookup cottontaildb embedding-similarity

Updated May 12, 2024
Kotlin

jdhrrs / C-Data-Structures-and-Algorithims

advanced concepts of data, storage, organization, and retrieval. Topics include multiple-linked lists, balanced trees, graphs, abstract data types, classes and methods, object-oriented programming, searching and sorting.

data retrieval organization oop linkedlist abstractdatatype strorage

Updated May 9, 2024
C++

vitrivr / cineast

Cineast is a multi-feature content-based mulitmedia retrieval engine. It is capable of retrieving images, audio- and video sequences as well as 3d models based on edge or color sketches, textual descriptions and example objects.

audio java video retrieval images oas 3d

Updated May 8, 2024
Java

protyposis / Aurio

Audio Fingerprinting & Retrieval for .NET

audio time synchronization ffmpeg retrieval matching realtime live chroma naudio fft fingerprinting stft warping audio-processing audio-streams

Updated May 7, 2024
C#

jackfsuia / ragtoolbox

Grab-and-go RAG operators.

nlp retrieval rag llm retrieval-augmented-generation

Updated May 6, 2024
Python

parthsarthi03 / raptor

The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

machine-learning framework retrieval clustering language-model agents rag vector-database llm retrieval-augmented-generation

Updated May 5, 2024
Python

ContextualAI / gritlm

Generative Representational Instruction Tuning

information-retrieval retrieval embeddings embedding-models embedding text-embedding sgpt grit sbert llm llms instruction-tuning mteb

Updated May 4, 2024
Jupyter Notebook

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