Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

Minimalist web-searching app with an AI assistant that runs directly from your browser. Uses Web-LLM, Ratchet-ML, Wllama and SearXNG. Demo: https://felladrin-minisearch.hf.space

summaries of all the papers I read

🍁 Sycamore is an LLM-powered search and analytics platform for unstructured data.

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

cuVS - a library for vector search and clustering on the GPU

Apache Solr open-source search software

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

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

Apache Lucene open-source search software

Coeus 🌐 is an OSINT framework empowering users with tools for effective intelligence gathering from open sources. From social media monitoring 📱 to data analysis 📊, it offers a centralized platform for seamless OSINT investigations.

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

Text Embedding for Retrieval, Rerank and RAG

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.

Cloud-native vector similarity search and storage with efficient, serverless scale-out

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

PL-MTEB: Polish Massive Text Embedding Benchmark

MTEB: Massive Text Embedding Benchmark