sentence-embeddings

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

Retrieval and Retrieval-augmented LLMs

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

unified embedding model

A Python vector database you just need - no more, no less.

Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard

A curated archive of breakthroughs in Agents, Architecture, Training, RAG, and On-Device AI.

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.

Local-GenAI-Search is a generative search engine based on Llama 3, langchain and qdrant that answers questions based on your local files

Finetune mistral-7b-instruct for sentence embeddings

Exploring Japanese SimCSE

Quranic Lexical/Semantic Search

RAG system with real-time news scraping built using mixtral-8x7b, ChromaDB, bart summarizer

NeuroLens is a premium, state-of-the-art Document Retrieval-Augmented Generation (RAG) system. It combines an immersive, holographic, sci-fi-themed React frontend with a high-performance FastAPI backend.

Intelligent Image Gallery with Uploads, Deduplication, and Text-Based Search Using Vector DB Qdrant