Elevate user interactions with ChatFAQ: your open-source chatbot solution, offering the full spectrum of ChatGPT capabilities. AI + LLM + CMS

Efficient late-interaction retrieval systems in Julia!

Improve your Elasticsearch, OpenSearch, Solr, Vectara, Algolia and Custom Search search quality.

Apache Lucene open-source search software

Neural Search

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

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

Simple Text Embedding, Retrieval, Rerank and RAG

Harness LLMs with Multi-Agent Programming

MTEB: Massive Text Embedding Benchmark

Anserini is a Lucene toolkit for reproducible information retrieval research

Apache Solr open-source search software

Topic Modelling for Humans

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​.

🔍 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.

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

Fast Maven/Gradle parser. This dynamic GitHub action automatically detects and extracts crucial information such as Java version, project version, and encoding. It also provides essential build commands and properties to make your development process more independent, efficient and streamlined.

Cleans, parses, and compares semantic versions, providing essential insights into versioning, stability, and compatibility, making software release management a breeze!

Instant insights into the latest changes and commits. Provides valuable outputs such as ticket number detection, breaking changes, latest branch & commit & tag information, variety of programming languages and conventions.