Infinity is a high-throughput, low-latency REST API for serving vector embeddings, supporting a wide range of text-embedding models and frameworks.
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May 22, 2024 - Python
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bert-embeddings
Here are 311 public repositories matching this topic...
This is a RAG implementation using Open Source stack. BioMistral 7B has been used to build this app along with PubMedBert as an embedding model, Qdrant as a self hosted Vector DB, and Langchain & Llama CPP as an orchestration frameworks.
docker
ai
deployment
pubmed
llama
mistral
rag
fastapi
bert-embeddings
bootstrap5
sentence-transformers
qdrant
large-language-models
generative-ai
langchain
retrieval-augmented-generation
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May 22, 2024 - HTML
Recomendação de documentos no domínio jurídico para o projeto Querido Diário
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May 21, 2024 - Jupyter Notebook
lightweight Vercel-Friendly version of BMX, the BookMark eXtractor https://github.com/cooperability/BMX-bookmark-extractor
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May 21, 2024 - Python
Machine Learning project, Computer Science a.y. 2023-2024
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May 20, 2024
ColBERT humor dataset for the task of humor detection, containing 200,000 jokes/news
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May 19, 2024 - Jupyter Notebook
This repo contains everything about transformers and NLP.
nlp
deep-learning
cuda
pytorch
embeddings
transformer
lora
tensors
nlp-machine-learning
tokenization
fine-tuning
nlp-datasets
bert-embeddings
huggingface
huggingface-transformers
python-nlp-projects
qlora
fine-tuning-llm
peft-fine-tuning-llm
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May 18, 2024 - Python
Fast and memory-efficient library for WordPiece tokenization as it is used by BERT.
nlp
machine-learning
natural-language-processing
ai
tokens
nlp-machine-learning
bert
tokenization
wordpiece
bert-embeddings
wordpiece-tokenization
llm
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May 17, 2024 - C#
A semantic food search web application built with Django, Solr, SBERT, Docker and Heroku
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May 11, 2024 - JavaScript
training literature bert classification.
natural-language-processing
bioinformatics
genomics
machine-learning-algorithms
literature-mining
naturallanguageprocessing
bert-embeddings
bert-models
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May 2, 2024 - Python
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
nlp
natural-language-processing
tensorflow
keras
transformers
sentence-classification
albert
bert
roberta
bert-model
transformer-architecture
tensorflow2
bert-embeddings
huggingface
bert-models
bert-as-service
transformer-tensorflow2
distilbert
huggingface-transformer
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May 1, 2024 - Python
Using LLMs and graph algorithms to understand the semantics of Japanese Kanji
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Apr 30, 2024 - Jupyter Notebook
Review: Deep Learning for Sentence Semantic Similarity
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Apr 30, 2024 - Python
Space Model framework that allows for maintaining generalizability, and enhances the performance on the downstream task by utilizing task-specific context attribution. It is an external LLM layer, that improves accuracy in classification task for multiple datasets, such as HateXplain, IMDB movies reviews and more.
nlp
machine-learning
text-classification
python3
pytorch
embeddings
classification
fine-tuning
state-of-the-art
latent-space
bert-model
bert-embeddings
xlnet
distilbert
bert-fine-tuning
large-language-models
llm
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Apr 29, 2024 - HTML
My solutions for IISc selection-problems
python
nlp
data-science
machine-learning
regression
classification
problem-solving
vectorization
bert-embeddings
iisc
llm
iisc-bangalore
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Apr 28, 2024 - Jupyter Notebook
A Retrieval-Augmented Generation (RAG) System for PDF Chat using Qdrant Vector Database.
open-source
machine-learning
ai
llama
bert
rag
bert-embeddings
huggingface
vector-database
qdrant
llm
qdrant-vector-database
retrieval-augmented-generation
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Apr 28, 2024 - Python
RAG (Retrieval Augmented Generation) and vector search to translate natural language into SQL queries for PostgreSQL databases.
machine-learning
sql
ai
postgresql
mistral
rag
bert-embeddings
vector-database
qdrant
llm
qdrant-vector-database
retrieval-augmented-generation
mistralai
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Apr 28, 2024 - Python
A web based Job Portal for Candidates and employers with resume ranking capabilities
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Apr 28, 2024 - JavaScript
In this project, we demonstrate the process of building a text classification model using the BERT (Bidirectional Encoder Representations from Transformers) architecture. Our goal is to classify texts into two categories: AI-generated and human-written.
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Apr 21, 2024 - Jupyter Notebook
RAG architecture to retrieve and embed pdfs
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Apr 17, 2024 - Python
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