Stars
Data Neuron is a powerful framework that enables you to build text-to-SQL applications with an easily maintainable semantic layer. Whether you're creating customer-facing chatbots, internal Slack bโฆ
Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AI
State-of-the-Art Text Embeddings
A efficient and effective few-shot NL2SQL method on GPT-4.
A cloud-native vector database, storage for next generation AI applications
SWIRL AI Connect: AI infrastructure software that powers your Search & Retrieval Augmented Generation (RAG) applications. Simplify and enhance your AI pipelines with seamless integration of large lโฆ
Benchmarks of approximate nearest neighbor libraries in Python
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Awesome Search - this is all about the (e-commerce, but not only) search and its awesomeness
๐ธ Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai
Master programming by recreating your favorite technologies from scratch.
A book about running Elasticsearch
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
๐ AI 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 daโฆ
Semantic search using Transformers and others
๐ฏ Curated coding interview preparation materials for busy software engineers
A list of tech conferences that provide diversity travel grants/scholarships ๐
Go to: https://github.com/alexklibisz/elastiknn
Score documents with pure dot product / cosine similarity with ES
๐ Path to a free self-taught education in Computer Science!