chroma-core / chroma Star 13k Code Issues Pull requests the AI-native open-source embedding database embeddings document-retrieval llms Updated Jun 8, 2024 Rust
vearch / vearch Star 2k Code Issues Pull requests Discussions Distributed vector search for AI-native applications embeddings cloud-native vectors document-retrieval rag vector-search vector-database hybrid-search ai-native retrieval-augmented-generation ai-native-database Updated Jun 7, 2024 Go
Mintplex-Labs / vector-admin Sponsor Star 953 Code Issues Pull requests The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease. ai embeddings database-management chroma document-retrieval ai-agents pinecone weaviate vector-search vectorspace vector-database qdrant llms langchain aitools vector-data-management langchain-js vector-database-embedding vectordatabase flowise Updated Feb 18, 2024 TypeScript
redis-developer / redis-arXiv-search Star 133 Code Issues Pull requests Vector search demo with the arXiv paper dataset, RedisVL, HuggingFace, OpenAI, Cohere, FastAPI, React, and Redis. react nlp redis machine-learning openai arxiv document-retrieval cohere document-search vector-search huggingface vector-database arxiv-papers Updated Feb 9, 2024 TypeScript
Amitha353 / Machine-Learning-Foundation-Case-Study Star 20 Code Issues Pull requests python deep-learning sentiment-analysis clustering regression similarity classification recommendation-system document-retrieval predicting-housing-prices sframe-dataframe song-recommender image-finder product-recommendation Updated Jul 5, 2018 Jupyter Notebook
vTuanpham / Vietnamese_QA_System Star 19 Code Issues Pull requests Discussions Vietnamese long form question answering system with documents retrieval. nlp qa vietnamese instructions question-answering document-retrieval vietnamese-nlp dpr sentence-similarity sentence-embeddings sentence-transformers lfqa instruction-tune Updated Mar 28, 2024 Python
HennyJie / GNN-DocRetrieval Star 15 Code Issues Pull requests Implementation of ECIR 2022 Paper: How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation graph-mining document-retrieval concept-graphs graph-neural-networks Updated Sep 19, 2022 Python
grafana / vectorapi Star 11 Code Issues Pull requests pgvector + embeddings API embeddings document-retrieval llms pgvector Updated Dec 14, 2023 Python
manan-paneri-99 / Vector-Space-based-Document-Retrieval-system Star 9 Code Issues Pull requests Retrieves the top 10 documents from the Wikipedia corpus for a user inputted free-text query information-retrieval vector-space-model document-retrieval Updated Nov 24, 2020 Python
marcomoldovan / hierarchical-language-modeling Star 7 Code Issues Pull requests 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. machine-learning natural-language-processing information-retrieval deep-learning word-embeddings pytorch transformer transfer-learning representation-learning language-model attention-mechanism document-retrieval natural-language-understanding document-embedding sentence-embeddings Updated Jul 25, 2023 Jupyter Notebook
Syed007Hassan / Document-Querying-With-VectorDB Star 6 Code Issues Pull requests Document Querying with LLMs?-?Google PaLM?API: Semantic Search With LLM Embeddings embeddings chroma document-retrieval vectordb pdf-encoding palm-api Updated Dec 14, 2023 Python
YUSANITY / TF-IDF-DOCUMENT-RETRIEVAL-CHATBOT Star 6 Code Issues Pull requests chatbot tf-idf document-retrieval Updated Nov 30, 2018 Jupyter Notebook
maxsagt / lambda-instructor Star 6 Code Issues Pull requests Run text embeddings with Instructor-Large on AWS Lambda. aws lambda machine-learning aws-lambda serverless embeddings document-retrieval vector-database llms Updated Jul 8, 2023 Shell
boudinfl / redefining-absent-keyphrases Star 5 Code Issues Pull requests Code and dataset for the paper "Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness" information-retrieval digital-library document-retrieval keyphrase-generation absent-keyphrases retrieval-effectiveness Updated Sep 13, 2021 Python
pointable-ai / starpoint-sdk Star 5 Code Issues Pull requests Client SDK for starpoint.ai python rust typescript sql database embeddings document-retrieval vector-database llms generative-ai vector-similarity-search embedding-database Updated Mar 7, 2024 Python
agrawal-priyank / machine-learning-case-studies Star 5 Code Issues Pull requests Built prediction and retrieval models for document retrieval, image retrieval, house price prediction, song recommendation, and analyzed sentiments using machine learning algorithms in Python python machine-learning deep-learning clustering jupyter-notebook ipython-notebook coursera similarity supervised-learning logistic-regression image-classifier transfer-learning predictive-analytics university-of-washington image-retrieval document-retrieval graphlab-create knn-classification nearest-neighbours-classifier deep-features Updated Jan 20, 2018 Jupyter Notebook
shrebox / Information-Retrieval Star 4 Code Issues Pull requests Compilation of Information Retrieval codes. information-retrieval naive-bayes inverted-index tf-idf evaluation-metrics kmeans-clustering document-retrieval knn-classification relevance-feedback tf-idf-vectorizer pr-curve postional-index Updated Jul 14, 2020 Jupyter Notebook
spyros-briakos / Document-Retrieval-and-Question-Answering-with-BERT Star 4 Code Issues Pull requests 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. pytorch question-answering document-retrieval google-colab squad-dataset cord-19-dataset sbert fine-tuning-bert Updated Mar 5, 2021 Jupyter Notebook
ndtands / Information-Retrieval Star 3 Code Issues Pull requests document-retrieval Updated Dec 31, 2022 Python
wlzhao22 / mirlecture Star 3 Code Issues Pull requests course slides for Multimedia Information Retrieval course slides nearest-neighbor-search document-retrieval instance-search multimedia-information-retrieval Updated Nov 19, 2022 TeX