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  2. Oct 9, 2024#237 in Machine learning. MIT license . 185KB 3K SLoC Rust RAG Toolchain Overview. rust-rag-toolchain is a Rust native library designed to empower developers with seamless access to common Retrieval Augmented Generation (RAG) workflows. It provides functionalities for embedding generation, storage, and retrieval, allowing developers to build AI applications with their own data.
  3. Nov 2, 2024Elinor is a Rust library for evaluating information retrieval (IR) systems. It provides a comprehensive set of metrics and statistical tests for evaluating and comparing IR systems. Key features. IR-specific design: Elinor is tailored specifically for evaluating IR systems, with an intuitive interface designed for IR engineers. It offers a ...
  4. A lazy, zero-allocation and data-agnostic Information Retrieval library. v 0.1.0 # information-retrieval # retrieval # text-search # information # search # text # search-engine. rsi. A lightweight RSI library in Rust. v 0.1.2 # dataframe # technical-analysis # polars # relative # index # strength. bonsaidb-server.
  5. Dec 26, 2024686 downloads per month . MIT license . 23KB 525 lines. libaoc. Advent of Code CLI and utilities. CLI. Handle puzzle retrieval, viewing and submission from the command line.. Get the puzzle's questions and input. The contents are cached after every request / submission.; Submit the answer in a couple of key presses.; View the puzzle from the terminal or editor in markdown format.
  6. 4 days agoSwiftide is a Rust library for building LLM applications, enabling fast data ingestion, transformation, and indexing for effective querying and prompt injection, known as Retrieval Augmented Generation. It provides flexible building blocks for creating various agents, allowing rapid development from concept to production with minimal code.
  7. Jan 25, 2025See also: elinor, indxvec, tantivy, rust-stemmers, aws-sdk-kendraranking, mcdm, stringzilla, seekstorm, tantivy-cli, bm25 Lib.rs is an unofficial list of Rust/Cargo crates, created by kornelski.It contains data from multiple sources, including heuristics, and manually curated data.Content of this page is not necessarily endorsed by the authors of the crate.
  8. Nov 17, 2024#1024 in Data structures. MIT license . 120KB 2.5K SLoC alist. alist is a Rust crate that implements association lists, inspired by Lisp, as lightweight alternative to HashMap and BTreeMap.The list is backed by a Vec of key-value pairs and preserves the order of insertion. It offers unique features like bookmarks for efficient item retrieval and is particularly well-suited for small datasets ...
  9. Dec 15, 20245,172 downloads per month Used in aichat. MIT license . 81KB 1.5K SLoC bm25. A Rust crate for everything BM25.This crate provides utilities at three levels of abstraction: BM25 Embedder: Embeds text into a sparse vector space for information retrieval.You can use these embeddings with vector databases, e.g., Qdrant, Pinecone and Milvus, etc.
  10. Feb 9, 2025Retrieval Augmented Generation. A large part of making modern LLMs performant is curating the context the models have access to. Retrieval Augmented Generation (or RAG) helps you do this by inserting context into the prompt based on a search query. For example, you can Kalosm to create a chatbot that uses context from local documents to answer ...
  11. Apr 8, 2024This Rust library provides an interface for generating embeddings using the BGE Small English v1.5 model from Hugging Face, specifically designed for dense retrieval applications. The model, part of the FlagEmbedding project, focuses on retrieval-augmented LLMs and offers state-of-the-art performance for embedding generation.
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