document-retrieval

There are 8 repositories under document-retrieval topic.

chroma-core / chroma
the AI-native open-source embedding database
document-retrieval embeddings llms
Language:Python 12686
vearch
vearch / vearch
Distributed vector search for AI-native applications
vectors vector-search cloud-native document-retrieval embeddings vector-database hybrid-search rag retrieval-augmented-generation ai-native ai-native-database
Language:Go 1939
vector-admin
Mintplex-Labs / vector-admin
The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.
ai aitools chroma database-management document-retrieval embeddings langchain llms pinecone vector-data-management vector-database vector-database-embedding vectordatabase weaviate ai-agents flowise langchain-js qdrant vector-search vectorspace
Language:TypeScript 904
SeanLee97 / AnglE
Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard
llama llama2 semantic-similarity semantic-textual-similarity sentence-embedding stsbenchmark text-embedding sentence-embeddings document-retrieval text-similarity retrieval-augmented-generation sentence-vector text-vector text2vec embeddings sts mteb rag llm dense-retrieval
Language:Python 367
redis-developer / redis-arXiv-search
Vector search demo with the arXiv paper dataset, RedisVL, HuggingFace, OpenAI, Cohere, FastAPI, React, and Redis.
arxiv arxiv-papers document-retrieval document-search huggingface machine-learning nlp redis vector-search openai react cohere vector-database
Language:TypeScript 131
Amitha353 / Machine-Learning-Foundation-Case-Study
python sframe-dataframe regression classification clustering similarity recommendation-system deep-learning predicting-housing-prices sentiment-analysis document-retrieval product-recommendation song-recommender image-finder
Language:Jupyter Notebook 20
vTuanpham / Vietnamese_QA_System
Vietnamese long form question answering system with documents retrieval.
document-retrieval dpr lfqa qa question-answering sentence-embeddings sentence-similarity sentence-transformers vietnamese vietnamese-nlp nlp instructions instruction-tune
Language:Python 18
HennyJie / GNN-DocRetrieval
Implementation of ECIR 2022 Paper: How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation
concept-graphs document-retrieval graph-mining graph-neural-networks
Language:Python 15
grafana / vectorapi
pgvector + embeddings API
document-retrieval embeddings llms pgvector
Language:Python 9
manan-paneri-99 / Vector-Space-based-Document-Retrieval-system
Retrieves the top 10 documents from the Wikipedia corpus for a user inputted free-text query
document-retrieval information-retrieval vector-space-model
Language:Python 8
hierarchical-language-modeling
marcomoldovan / hierarchical-language-modeling
We address the task of learning contextualized word, sentence and document representations with a hierarchical language model by stacking Transformer-based encoders on a sentence level and subsequently on a document level and performing masked token prediction.
natural-language-processing natural-language-understanding transformer transfer-learning attention-mechanism representation-learning word-embeddings sentence-embeddings deep-learning machine-learning pytorch document-embedding document-retrieval information-retrieval language-model
Language:Jupyter Notebook 7
maxsagt / lambda-instructor
Run text embeddings with Instructor-Large on AWS Lambda.
aws aws-lambda document-retrieval embeddings lambda llms machine-learning serverless vector-database
Language:Shell 6
Syed007Hassan / Document-Querying-With-VectorDB
Document Querying with LLMs - Google PaLM API: Semantic Search With LLM Embeddings
chroma document-retrieval embeddings palm-api pdf-encoding vectordb
Language:Python 6
YUSANITY / TF-IDF-DOCUMENT-RETRIEVAL-CHATBOT
tf-idf document-retrieval chatbot
Language:Jupyter Notebook 6
agrawal-priyank / machine-learning-case-studies
Built prediction and retrieval models for document retrieval, image retrieval, house price prediction, song recommendation, and analyzed sentiments using machine learning algorithms in Python
machine-learning logistic-regression supervised-learning predictive-analytics coursera university-of-washington graphlab-create jupyter-notebook python ipython-notebook knn-classification nearest-neighbours-classifier document-retrieval clustering similarity deep-learning transfer-learning deep-features image-retrieval image-classifier
Language:Jupyter Notebook 5
boudinfl / redefining-absent-keyphrases
Code and dataset for the paper "Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness"
keyphrase-generation information-retrieval document-retrieval digital-library absent-keyphrases retrieval-effectiveness
Language:Python 5
pointable-ai / starpoint-sdk
Client SDK for starpoint.ai
python rust sql typescript document-retrieval embeddings llms database embedding-database generative-ai vector-database vector-similarity-search
Language:Python 5
shrebox / Information-Retrieval
Compilation of Information Retrieval codes.
information-retrieval inverted-index postional-index tf-idf tf-idf-vectorizer document-retrieval relevance-feedback evaluation-metrics pr-curve naive-bayes knn-classification kmeans-clustering
Language:Jupyter Notebook 4
anaramirli / snlp-information-retrieval
A two-stage information retrieval model using baseline TF-IDF model and refined BM25.
bm25 document-retrieval information-retrieval okapi-bm25 statistical-nlp tf-idf tf-idf-calculation
Language:Python 3
DebanjanSarkar / askdoc
The Intelligent "ASKDOC" project combines the power of Langchain, Azure, OpenAI models, and Python to deliver an intelligent question-answering system, that scans your PDF documents and answer queries based on its contents. It can be queried using Human Natural Language.
artificial-intelligence azure-openai azure-openai-api chatbot document-retrieval faiss langchain langchain-python natural-language-processing natural-language-understanding pdf-document-query python3
Language:Python 3
ndtands / Information-Retrieval
document-retrieval
Language:Python 3
spyros-briakos / Document-Retrieval-and-Question-Answering-with-BERT
Initially implement Document-Retrieval-System with SBERT embeddings and evaluate it in CORD-19 dataset. Afterwards, fine tune BERT model with SQuAD.v2 dataset so as to evaluate it in Question Answering task.
cord-19-dataset document-retrieval fine-tuning-bert google-colab pytorch question-answering sbert squad-dataset
Language:Jupyter Notebook 3
wlzhao22 / mirlecture
course slides for Multimedia Information Retrieval
course instance-search nearest-neighbor-search slides multimedia-information-retrieval document-retrieval
Language:TeX 3
AGiannoutsos / COVID19-document-retrieval-with-BERT
This project is about developing a document retrieval system to return titles and the context of scientific papers containing the answer to a given user question
bert bert-embeddings cord-19-dataset covid-19 covid19 deep-learning document-retrieval question-answering
Language:Jupyter Notebook 2
IsuruBoyagane15 / vue4logs-parser
Automatic structuring of textual computer system logs using document retrieval.
log-parsing document-retrieval tf-idf
Language:Python 2
Jiho-YesNLP / text-summ-for-doc-retrieval
Neural text summarization for document retrieval
text-summarization document-retrieval bert-model precision-medicine
Language:Python 2
xuan25 / COM3110-Document-Retrieval-Assignment
coursework text-processing document-retrieval tf-idf
Language:Python 2
YUSANITY / LSI-DOCUMENT-RETRIEVAL-CHATBOT
lsi document-retrieval chatbot
Language:Jupyter Notebook 2
anne27 / Information-Retrieval
An implementation of basic IR techniques from scratch.
information-retrieval document-processing document-retrieval tfidf
Language:Python 1
arpytanshu / latent-semantic-indexing
This Latent Semantic Indexing [ LSI ] model collects, parses, and stores documents to facilitate fast and accurate information retrieval through queries.
svd lsi latent-samantic-indexing python information-retrieval document-retrieval lsi-models retrieval
Language:Python 1
DanieleMorotti / Argument-retrieval-for-comparative-questions
Neural Language Processing (NLP) project (AY 2022/2023)
document-retrieval faiss keras-tensorflow pyserini python3 stance-detection
Language:Jupyter Notebook 1
DionysiosZelios / Machine-Learning-GraphLab
Machine Learning Algorithms using GraphLab
product-sentiment image-classification image-retrieval document-retrieval predicting-housing-prices song-recommender machine-learning-algorithms random-forest
Language:Jupyter Notebook 1
R-Aravind / document-retrieval
machine-learning document-retrieval clustering nearest-neighbors turicreate jupyter-notebook python
Language:Jupyter Notebook 1
tehmas / document-retrieval-system
A program to construct and read an inverted index.
document-retrieval retrieve-documents
Language:Python 1
iota
timothyckl / iota
a minimal local embedding database.
document-retrieval embeddings python vector-database vector-search
Language:Python 1
jdlflr / sense_aware_query_expansion
An out-of-the-box, corpus-agnostic query expansion tool for lexical retrieval systems.
document-retrieval information-retrieval query-expansion word-sense-disambiguation
Language:Python

document-retrieval

chroma-core / chroma

vearch / vearch

Mintplex-Labs / vector-admin

SeanLee97 / AnglE

redis-developer / redis-arXiv-search

Amitha353 / Machine-Learning-Foundation-Case-Study

vTuanpham / Vietnamese_QA_System

HennyJie / GNN-DocRetrieval

grafana / vectorapi

manan-paneri-99 / Vector-Space-based-Document-Retrieval-system

marcomoldovan / hierarchical-language-modeling

maxsagt / lambda-instructor

Syed007Hassan / Document-Querying-With-VectorDB

YUSANITY / TF-IDF-DOCUMENT-RETRIEVAL-CHATBOT

agrawal-priyank / machine-learning-case-studies

boudinfl / redefining-absent-keyphrases

pointable-ai / starpoint-sdk

shrebox / Information-Retrieval

anaramirli / snlp-information-retrieval

DebanjanSarkar / askdoc

ndtands / Information-Retrieval

spyros-briakos / Document-Retrieval-and-Question-Answering-with-BERT

wlzhao22 / mirlecture

AGiannoutsos / COVID19-document-retrieval-with-BERT

IsuruBoyagane15 / vue4logs-parser

Jiho-YesNLP / text-summ-for-doc-retrieval

xuan25 / COM3110-Document-Retrieval-Assignment

YUSANITY / LSI-DOCUMENT-RETRIEVAL-CHATBOT

anne27 / Information-Retrieval

arpytanshu / latent-semantic-indexing

DanieleMorotti / Argument-retrieval-for-comparative-questions

DionysiosZelios / Machine-Learning-GraphLab

R-Aravind / document-retrieval

tehmas / document-retrieval-system

timothyckl / iota

jdlflr / sense_aware_query_expansion