Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Topic Modelling for Humans

🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

GPT-powered chat for documentation, chat with your documents

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge.

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

Retrieval and Retrieval-augmented LLMs

Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai

Accelerated deep learning R&D

Learning to Rank in TensorFlow

Deep neural network to extract intelligent information from invoice documents.

Harness LLMs with Multi-Agent Programming

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

MTEB: Massive Text Embedding Benchmark

Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.

Python Keyphrase Extraction module

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

telegram group scraper tool. fetch all information about group members

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)