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Credit goes to lib.rs

  1. roxmltree

    Represent an XML as a read-only tree

    v0.21.1 2.0M #xml #xml-parser #xml-tree #dom #tree #tree-parser #parser-tree
  2. priority-queue

    A Priority Queue implemented as a heap with a function to efficiently change the priority of an item

    v2.7.0 711K #priority #queue
  3. cfg-if

    A macro to ergonomically define an item depending on a large number of #[cfg] parameters. Structured like an if-else chain, the first matching branch is the item that gets emitted.

    v1.0.4 32.1M #macro #large-number #chain #if-statement #define
  4. uint

    Large fixed-size integer arithmetic

    v0.10.0 1.4M #unsigned-integer #integer-arithmetic #bignum #fixed-size #allocation
  5. minisign-verify

    A small, zero-dependencies crate to verify Minisign signatures

    v0.2.4 245K #minisign #ed25519 #cryptography
  6. imara-diff

    A high performance library for computing diffs

    v0.2.0 694K #change #diff #difference #myers
  7. fastembed

    generating vector embeddings, reranking locally

    v5.8.1 41K #onnx #text-embedding #embedding-model #vector-embedding #generator #vector-search #reranking #hugging-face #qdrant #text-encoding
  8. cargo-deny

    Cargo plugin to help you manage large dependency graphs

    v0.19.0 88K #advisories #ci #spdx #cargo-license #license
  9. sha1_smol

    Minimal dependency-free implementation of SHA1 for Rust

    v1.0.1 3.3M #sha-1 #hash #free-of-sha1 #sha1
  10. smartcat

    Putting a brain behind cat. CLI interface to bring language models in the Unix ecosystem 🐈‍⬛

    v2.2.0 2.9K #chatgpt #artificial-intelligence #cat #pipe
  11. rusty-rain

    Cross platform CMatrix like program

    v0.5.0 550 #rain #emoji #matrix-rain #cmatrix #matrix
  12. serde_arrays

    module to support serializing and deserializing const generic or arbitrarily-large arrays

    v0.2.0 143K #const-generics #serialize #serde #serialization
  13. mpd-discord-rpc

    Displays your currently playing song / album / artist from MPD in Discord using Rich Presence

    v1.10.0 #discord #discord-rpc #music #mpd #mopidy
  14. mcap

    reading and writing MCAP files

    v0.24.0 399K #mcap-file #foxglove
  15. smallbox

    Small Box optimization: store small item on stack and fallback to heap for large item

    v0.8.8 31K #dst #box #no-std #stack #alloc
  16. ubyte

    complete, const-everything, saturating, human-friendly, no_std library for byte units

    v0.10.4 339K #byte-conversion #integer #byte #convert
  17. russell_sparse

    Solvers for large sparse linear systems (wraps MUMPS and UMFPACK)

    v1.10.0 #sparse-matrix-solver #sparse-linear-systems #solver #sparse-matrix
  18. ast-grep

    Search and Rewrite code at large scale using precise AST pattern

    v0.40.5 5.8K #ast #search-pattern #codemod #rewrite
  19. csview

    A high performance csv viewer with cjk/emoji support

    v1.3.4 #csv #pager #viewer #tool
  20. syncpack

    Consistent dependency versions in large JavaScript Monorepos

    v14.0.0-alpha.23 370 #monorepo #semver #pnpm #turborepo #npm
  21. dynamo-parsers

    Dynamo Parser Library for Tool Calling and Reasoning

    v0.8.0 320 #inference #llm #distributed #nvidia
  22. aichat

    All-in-one LLM CLI Tool

    v0.30.0 800 #artificial-intelligence #repl #llm
  23. swiftide-query

    Fast, streaming indexing, query, and agentic LLM applications in Rust

    v0.32.1 #artificial-intelligence #llm #rag #openai
  24. aicommit

    A CLI tool that generates concise and descriptive git commit messages using LLMs

    v0.1.138 5.0K #artificial-intelligence #git-commit #llm #git #commit
  25. deepwiki-rs

    deepwiki-rs(also known as Litho) is a high-performance automatic generation engine for C4 architecture documentation, developed using Rust. It can intelligently analyze project structures…

    v1.2.7 #documentation-generator #artificial-intelligence #large-language-model #litho #project-structure #llm #c4 #fixer #mermaid
  26. musicgpt

    Generate music based on natural language prompts using LLMs running locally

    v0.3.27 2.7K #artificial-intelligence #music #llm #ai #audio
  27. silver-platter

    Large scale VCS change management

    v0.8.1 390 #version-control #debian-package #merge-proposal #publish #pull-request #recipe #candidate #monorepo #source-version #automate
  28. nt-time

    A Windows file time library

    v0.13.0 31K #windows #date-time
  29. ratatoskr-cli

    Trace-first, deterministic execution for language model workflows

    v0.3.1 #llm #provenance #audit #rag #trace
  30. kwaak

    Run a team of autonomous agents on your code, right from your terminal

    v0.19.0 2.6K #artificial-intelligence #llm #swiftide
  31. swiftide-agents

    Fast, streaming indexing, query, and agentic LLM applications in Rust

    v0.32.1 #artificial-intelligence #rag #llm #openai
  32. inlinable_string

    inlinable_string crate provides the InlinableString type – an owned, grow-able UTF-8 string that stores small strings inline and avoids heap-allocation – and the StringExt trait…

    v0.1.15 836K #inline-string #inlinable #string #inline
  33. orion-error

    Struct Error for Large Project

    v0.5.6 750 #error-handling #utilities #error
  34. datafusion-server

    Web server library for session-based queries using Arrow and other large datasets as data sources

    v0.20.9 7.7K #data-fusion #flight #flight-sql #arrow #sql
  35. unicycle

    A scheduler for driving a large number of futures

    v0.10.2 8.1K #async #future
  36. sapling-streampager

    streampager is a pager for command output or large files

    v0.12.0 78K #pager #less #more
  37. rust-mcp-server

    An MCP server for Rust development

    v0.3.1 #mcp #cli
  38. repo-flatten

    flatten all files in the repository into a single file, consumed by LLMs. Will ignore .gitignore and hidden files.

    v0.2.1 370 #gitignore #llm #git #cli #utility-tool
  39. reductstore

    time series database designed specifically for storing and managing large amounts of blob data

    v1.18.0 #time-series-database #database #storage #data-storage
  40. http-cache-reqwest

    http-cache middleware implementation for reqwest

    v1.0.0-alpha.2 107K #http-cache #reqwest #http-request
  41. hash-crate

    generating deterministic hashes of local crates

    v0.0.9 #hash #generator #local #workspace #deterministic #hashing
  42. mago-interner

    A string interning library that stores and reuses identical strings efficiently, improving memory use in large codebases or tools

    v1.0.0-alpha.12 #linter #mago #string-interning #php #codebase #php-toolchain
  43. scirs2-io

    Input/Output utilities module for SciRS2 (scirs2-io)

    v0.1.2 #sparse-matrix #serialization #scientific-data #scipy #scientific
  44. file-organiser

    Command line file manager to list, move or delete large numbers of files in nested folders filtered by age, file extension, file name pattern and/or size range

    v0.1.8 420 #file-manager #move #walk-dir #name #delete #large-numbers #amazon-s3
  45. prop-check-rs

    A Property-based testing Library in Rust

    v0.0.980 #random #property-testing #testing
  46. kalosm-language-model

    A common interface for language models/transformers

    v0.4.1 490 #artificial-intelligence #llama #mistral #llm
  47. gitstatus

    Does one thing incredibly well: tells you your current branch, origin branch and the number of changes. Perfect for large repositories / monorepos

    v1.0.0 350 #git-branch #monorepo #upstream #origin #summary
  48. cloudllm

    A batteries-included Rust toolkit for building intelligent agents with LLM integration, multi-protocol tool support, and multi-agent orchestration

    v0.7.2 #multi-agent #mcp-server #deployment #openai #building #conversation #llm #llm-agent #mcp-client #api-client
  49. aws-sdk-kendra

    AWS SDK for AWSKendraFrontendService

    v1.94.0 #aws-sdk #kendra #document
  50. files-to-prompt

    Concatenates a directory full of files into a single prompt for use with LLMs

    v1.0.4 #concatenation #llm-prompt #recursion #llm #prompt
  51. csvdiff

    Compare two CSV files by key and show differences

    v0.3.2 #csv #diff
  52. ast-grep-language

    Search and Rewrite code at large scale using precise AST pattern

    v0.40.5 32K #ast #search-pattern #codemod #rewrite
  53. firecrawl

    Rust SDK for Firecrawl API

    v1.2.1 #web-crawler #artificial-intelligence #sdk #ai-api #format #markdown #llm #web-search #structured-data #scrape
  54. big_num_math

    computations on large numbers

    v5.4.7 #bignum #large-numbers #big-integer
  55. multi-llm

    Unified multi-provider LLM client with support for OpenAI, Anthropic, Ollama, and LMStudio

    v1.0.0 #llm #unified #openai #anthropic
  56. file_backed

    types for managing collections of large objects, using an in-memory LRU cache backed by persistent storage (typically the filesystem)

    v0.6.4 4.3K #lru-cache #in-memory-cache #persistent #collection #persistent-storage #fb #background-task #bin-codec #evicted #deserialize-owned
  57. sthash

    A very fast cryptographic hash function for large data

    v0.2.16 #cryptographic-hashes #cryptography #hash
  58. cli_engineer

    An autonomous CLI coding agent

    v2.0.0 850 #coding-agent #llm #autonomous #agent #cli
  59. paip

    like cat but through llm

    v1.2.0 #llm #text-input #stdin #cat #gemini #top-k #api-key #top-p #conventional-commits #git-diff
  60. aws-sdk-simspaceweaver

    AWS SDK for AWS SimSpace Weaver

    v1.92.0 #aws-sdk #weaver #sim-space #api-reference #aws-cloud #web-services
  61. aisdk

    An open-source Rust library for building AI-powered applications, inspired by the Vercel AI SDK. It provides a robust, type-safe, and easy-to-use interface for interacting with various Large Language Models (LLMs).

    v0.3.0 #artificial-intelligence #openai #sdk
  62. langchain-rust

    LangChain for Rust, the easiest way to write LLM-based programs in Rust

    v4.6.0 3.1K #chatgpt #llm-chain #llm
  63. rcp-tools-rrm

    Fast file removal tool - efficiently removes large filesets (similar to rm -rf but much faster)

    v0.23.0 #performance #cli #delete #file #remove
  64. base64-stream

    To encode/decode large data with the standard Base64 encoding

    v4.0.1 6.0K #base64 #stream #file-reader
  65. bedrust

    A command line tool to invoke and work with Large Language models on AWS, using Amazon Bedrock

    v0.8.8 950 #amazon-bedrock #generative-ai #chat-bot #aws #aws-bedrock
  66. api_openai

    OpenAI's API for accessing large language models (LLMs)

    v0.3.0 #web-api #openai #general-purpose
  67. docker-image-pusher

    A memory-optimized Docker image transfer tool for handling large images efficiently

    v0.5.6 #docker #oci-registry #oci #streaming #memory-optimization
  68. tee-s3

    A command-line utility that streams stdin to both stdout and Amazon S3, similar to the Unix tee command but with S3 as an output

    v0.1.5 310 #amazon-s3 #tee #aws
  69. spider-client

    Spider Cloud client

    v0.1.82 #artificial-intelligence #web-crawler #web-indexer
  70. lgalloc

    Large object allocator

    v0.6.0 4.4K #memory-management #memory-allocator #page-size #memory-map #object #memory-mapping #background-thread #physical-memory #dirty #statistics
  71. api_claude

    Claude API for accessing Anthropic's large language models (LLMs)

    v0.4.0 #web-api #rate-limiting #claude-api #general-purpose
  72. symbi

    AI-native agent framework for building autonomous, policy-aware agents that can safely collaborate with humans, other agents, and large language models

    v0.6.1 #ai-agents #artificial-intelligence #automation #symbiont #security
  73. sql-splitter

    High-performance CLI tool for splitting large SQL dump files into individual table files

    v1.12.6 #sql #mysql #split #dump
  74. big_space

    A floating origin plugin for bevy

    v0.11.0 #floating-origin #large-scale #space
  75. figma-api

    OpenAPI specification for the Figma REST API. Note: we are releasing the OpenAPI specification as a beta given the large surface area and complexity of the REST API…

    v0.31.4 #figma #api-bindings
  76. streamunordered

    An efficient async stream multiplexer

    v0.5.5 3.5K #async-stream #yield #large-numbers #insert #notifications #multiplexer #stream-combinator
  77. markdown-harvest

    designed to extract, clean, and convert web content from URLs found in text messages into clean Markdown format. Originally created as an auxiliary component for Retrieval-Augmented Generation (RAG)…

    v0.1.6 #retrieval-augmented-generation #rag #html-text
  78. check-the-tone

    ctt - A CLI tool to check and improve the tone of your messages using local LLMs

    v0.1.1 #llm #communication #tone #cli
  79. inference-gateway-sdk

    Rust SDK for interacting with various language models through the Inference Gateway

    v0.12.0 #inference-gateway #inference #llm #sdk #llm-inference
  80. rich-prompt

    CLI tool for rich prompts with file and directory selection

    v0.3.1 110 #prompt-context #llm #file-selection #prompt #cli-prompt
  81. json-split-aom

    Split a large JSON file containing an array of maps into multiple files

    v0.3.4 #json #json-array #json-path #maps #containing #json-output #file-id #input-file #array-element
  82. spotter

    AWS EC2 Spot Instance Advisor CLI Tool

    v0.1.4 250 #spot-instance #advisor #spot-price #aws-ec2 #aws-region #interruption #command-line-tool
  83. splitrs

    AST-based Rust refactoring tool with trait separation, config files, and intelligent module generation

    v0.2.4 #module-organization #ast #rust #refactoring #code-splitting
  84. llm_api_access

    A package to query popular LLMs

    v0.1.29 #llm #openai #embedding-dimension #api-access #anthropic #gemini-api
  85. aleph-alpha-client

    Interact with large language models provided by the Aleph Alpha API in Rust code

    v0.30.0 #aleph-alpha #llm
  86. rcp-tools-rlink

    Fast hard-linking tool - efficiently creates hard links for large filesets (inspired by pcp/dsync)

    v0.23.0 #link #performance #cli #hardlink #file
  87. sampling

    Large-deviation Algorithms like Wang-Landau, Entropic sampling and Replica-Exchange Wang-Landau. Also contains Binning, Histograms, Heatmaps and bootstrap resampling. This is intended for scientific simulations

    v0.3.0 #histogram #heatmap #replica-exchange #wang-landau #large-deviation
  88. xsum

    Fast Exact Summation of Floating-Point Numbers

    v0.1.6 108K #floating-point #summation #sum #numerical-error #exact
  89. rcp-tools-rcmp

    Fast file comparison tool - efficiently compares metadata across large filesets

    v0.23.0 #diff #performance #file
  90. digit-bin-index

    A high-performance, O(P) data structure for weighted random sampling of binned probabilities, ideal for large-scale simulations

    v0.4.2 650 #statistics #simulation #weighted-sampling #data-structures
  91. quagga

    CLI tool that combines multiple text files into a single prompt suitable for Large Language Models

    v0.1.4 190 #text-file #llm #text
  92. ck-models

    Model registry and configuration for ck semantic search

    v0.7.0 110 #model #registry #config
  93. kalosm

    interface for pretrained AI models

    v0.4.0 330 #whisper #llama #llm #ocr
  94. csv-txt-excel-parallel-toolkit

    A parallel and fast command line toolkit for small and large (>10G) CSV, TXT, and EXCEL files, with a unified api

    v0.4.16 340 #xlsx #csv #excel #parallel-data-processing #toolkit #data-export
  95. pdflens-mcp

    An MCP server for reading PDFs, coded by human, designed for AI

    v0.3.3 #mcp #pdf #llm #large-language-model
  96. robinson

    For when you go to a lonely island and survival depends on parsing XML

    v0.5.19 110 #xml-parser #xml #dom #parser #tree-parser #parser-tree #dom-tree
  97. ast-grep-config

    Search and Rewrite code at large scale using precise AST pattern

    v0.40.5 6.6K #ast-grep #ast #search-pattern #codemod
  98. treeboost

    High-performance Gradient Boosted Decision Tree engine for large-scale tabular data

    v0.1.0 #decision-tree #gradient-boosting #xgboost #machine-learning #gbdt
  99. cai

    The fastest CLI tool for prompting LLMs

    v0.12.0 800 #artificial-intelligence #ml #llm #gpt
  100. awful_aj

    A CLI for interacting with OpenAI compatible APIs

    v0.4.0 #chatgpt #llm #openai #embedding
  101. secretary

    Transform natural language into structured data using large language models (LLMs) with powerful derive macros

    v0.4.42 2.1K #large-language-model #structured-data #macro-derive #azure-api #llm #openai #json-schema #prompt-generation #system-prompt #distributed
  102. wegglix

    weggli is a fast and robust semantic search tool for C and C++ codebases. It is designed to help security researchers identify interesting functionality in large codebases.

    v0.2.9 140 #semantic-search-tool #weggli #codebase #ast-pattern-matching #tree-sitter #researchers #grammar #search-pattern #security #memcpy
  103. timsort

    modified MergeSort used in Python and Java

    v0.1.3 12K #merge-sort #java #modified #version #python
  104. kalosm-language

    A set of pretrained language models

    v0.4.2 220 #artificial-intelligence #llm #mistral #llama
  105. verificar

    Synthetic Data Factory for Domain-Specific Code Intelligence

    v0.5.0 500 #transpiler #synthetic-data #verification #testing
  106. infra-compass-db

    Parse and manage the NREL's INFRA-COMPASS data

    v0.0.8 400 #energy #ordinance #nrel #database
  107. api_huggingface

    HuggingFace's API for accessing large language models (LLMs) and embeddings

    v0.3.0 #hugging-face #inference #rate-limiting #general-purpose
  108. langextract-rust

    extracting structured and grounded information from text using LLMs

    v0.4.3 410 #nlp #llm #extract #structured-data #api-bindings
  109. cargo-subspace

    rust-analyzer work better with very large cargo workspaces

    v0.2.4 #rust-analyzer #cargo-workspace #workspace #tool
  110. gguf-rs-lib

    reading and writing GGUF (GGML Universal Format) files

    v0.2.5 120 #gguf #ggml #machine-learning #parser
  111. structured

    Data structures to handle large, structured data

    v0.16.0 1.3K #structured-data #data-structures #handle
  112. fastnoise-lite

    FastNoise Lite is an extremely portable open source noise generation library with a large selection of noise algorithms

    v1.1.1 2.4K #perlin-noise #simplex-noise #procedural-noise #perlin #simplex #graphics #terrain
  113. swarms-rs

    The Bleeding-Edge Production-Ready Multi-Agent Orchestration Framework in Rust

    v0.2.1 #artificial-intelligence #multi-agent #llm-agent #agent-swarms #ai-agents #llm
  114. ast-grep-lsp

    Search and Rewrite code at large scale using precise AST pattern

    v0.40.5 5.7K #ast #search-pattern #codemod #rewrite
  115. similarity

    A comprehensive Rust library for calculating similarity metrics between vectors, collections, and spectral data with both functional and trait-based APIs

    v0.2.0 180 #correlation #statistics #distance #entropy
  116. cargo-hakari

    Manage workspace-hack packages to speed up builds in large workspaces

    v0.9.37 12K #workspace-hack #cargo-workspace #cargo-dependencies #guppy #feature-unification
  117. api_xai

    X.AI Grok API client for accessing large language models (LLMs)

    v0.3.0 #artificial-intelligence #grok #xai #general-purpose
  118. toon-rust

    Token-Oriented Object Notation (TOON) - JSON for LLM prompts at half the tokens. Rust implementation.

    v0.1.3 260 #serialization #llm-token #llm
  119. blte

    BLTE (Block Table Encoded) compression/decompression for World of Warcraft CASC files

    v0.4.3 #compression #lz4 #world-of-warcraft #encryption #blizzard #casc #checksum-verification #ngdp #modes #cryptography
  120. codeowners-validation

    validating CODEOWNERS files

    v0.4.10 500 #validation #codeowners
  121. ffscan

    Fast directory & process scanner: scan large files/folders, list/kill processes, and print system info

    v1.0.2 270 #process #scanner #filesystem #system-info #cli
  122. aihub

    A fast, lightweight CLI for interacting with AI language models

    v0.1.0 #chatgpt #llm #cli #openai #ai
  123. cassadilia

    A content-addressable storage (CAS) system optimized for large blobs with read-mostly access patterns

    v0.4.7 150 #content-addressable-storage #database #content-addressable #storage
  124. second-stack

    A fast allocator for short-lived slices and large values

    v0.3.5 12K #memory-management #slice #stack
  125. large-text-viewer

    A high-performance viewer for large text files

    v0.1.1 #text-viewer #gui #text-file #large-file #file-viewer
  126. macpepdb

    Large peptide database for mass spectrometry

    v1.1.0 140 #amino-acid #peptides #scylla #database #web-api #mass-spectrometry #proteins #database-url #acids
  127. infra-compass-cli

    Command line application to manage and query NREL's INFRA-COMPASS data

    v0.0.6 110 #energy #infrastructure #state #nrel #local #siting #llm #pypi #automation #artificial-intelligence
  128. promptforge

    building and formatting prompts for AI agents

    v0.1.11 1.0K #ai-agents #langchain #llm #prompt #llm-prompt
  129. codanna

    Code Intelligence for Large Language Models

    v0.9.12 100 #semantic-search #mcp-server #llm #rag #code-intelligence
  130. egui-scale

    Egui scaling library

    v0.3.0 470 #imgui #egui #scale
  131. disty-cli

    CLI for summarizing lists of numbers

    v1.0.0 #statistics #plot #kde #histogram
  132. sprinkles-rs

    based abstraction layer for Scoop

    v0.22.0 800 #package-manager #scoop #windows
  133. forceps

    async large file database/cache

    v0.5.0 #disk-cache #database #async-database #async #persistent #cache
  134. hashify

    Fast perfect hashing without dependencies

    v0.2.7 36K #perfect-hashing #perfect-hash-function #minimal
  135. api_gemini

    Gemini's API for accessing large language models (LLMs)

    v0.5.0 #gemini-api #web-api #rate-limiting #google-search #cache #model-deployment #hyper-parameters #llm #google-gemini #circuit-breaker
  136. nerve-ai

    Nerve is a tool that allows creating stateful agents with any LLM of your choice - without writing a single line of code. The tool provides to the model a framework of functionalities for planning…

    v0.6.0 1.1K #artificial-intelligence #llm #ai #llm-agent #ai-agents #stateful-agents
  137. llm-daemon

    LLM as a daemon

    v0.7.0 1.9K #llm #daemon #server
  138. jen

    CLI generation tool for creating large datasets

    v1.7.1 #template-generator #dataset #json-template #json #generator
  139. repoyank

    Interactively traverse your repository, select files/directories, and quickly prepare structured snippets for LLM interactions

    v0.3.0 110 #repository #clipboard #code-snippets #llm
  140. jedit

    Command-line tool to view and edit large JSON file

    v0.1.4 220 #json #edit #view #command-line-tool #file #file-terminal
  141. ferriclink-core

    building AI applications, inspired by LangChain

    v0.2.0 #generative-ai #langchain #llm #machine-learning
  142. secret-populator

    CLI tool to create/delete large amounts of secrets in AWS Secrets Manager

    v0.1.1 #secrets-manager #aws-secret-manager #amount #delete #command-line-tool
  143. llmclient

    Rust LLM client - Gemini, OpenAI, Claude, Mistral, DeepSeek, Groq

    v0.3.2 600 #google-api #async #google
  144. payload-offloading-for-aws

    Large Payload offloading for AWS

    v0.1.3 #amazon-s3 #payload #aws #offloading
  145. badgeland

    Fast badge generator for any purpose

    v0.15.0 800 #badge-generator #icons #content #css-color #generate #font-awesome #csv #icon-color #simpleicons
  146. ai-sdk-provider

    Provider specification for AI SDK - trait-based interfaces for AI models

    v0.3.0 #llm #ai-sdk #sdk #provider #api-sdk
  147. defer-drop

    Defer dropping large types to a background thread

    v1.3.0 30K #background-thread #dropped #defer #recursion #send #trawl #notes
  148. neighbourhood

    Super fast fixed size K-d Trees for extremely large datasets

    v0.2.0 #fixed-size #kd-tree #dataset #extremely-large #query
  149. bignumbe-rs

    Large, medium-precision numbers

    v0.1.10 500 #bignum #numbers #math-operations #binary #floating-point #proc-macro #low-memory-footprint #improve-performance #bases #64-bit
  150. twibint

    arithmetic on arbitrarily large integers. Provides Python bindings as well.

    v0.3.2 800 #integers #large #integer
  151. babel

    Provide Rust enums for Groq, SambaNova, Openrouter's llm model names

    v0.0.11 500 #llm #model #enums #groq #openrouter
  152. streamson-lib

    processing large JSONs

    v7.1.0 #json #json-processing #matcher
  153. large-text-core

    Core library for handling large text files search and replace efficiently

    v0.1.1 #text-file #log-viewer #text-viewer #large-file #viewer #file-viewer
  154. kalosm-llama

    interface for Llama models

    v0.4.3 160 #llama #mistral #llm
  155. llm-registry-core

    Core domain types and models for the LLM Registry - A secure, production-ready registry for Large Language Models

    v0.1.0 #llm #ml #model #registry
  156. mago-atom

    A string interning library that stores and reuses identical strings efficiently, improving memory use in large codebases or tools

    v1.1.0 100 #mago #string-interning #codebase #heap-allocator #memory #canonical #php #php-toolchain
  157. simple-llm-client

    interacting with Large Language Model APIs

    v0.2.8 700 #perplexity #llm #simple #model-language #api-bindings
  158. txtai

    Rust client for txtai

    v9.3.0 #similarity-search #machine-learning #similarity #api-bindings #search
  159. ezllama

    An opinionated, simple Rust interface for local LLMs, powered by llama-cpp-2

    v0.3.1 100 #llama #llm #machine-learning #api-bindings
  160. sustenet

    A networking solution for MMOs and large multiplayer games. It includes a master server, cluster servers, a client library, and authentication.

    v0.1.4 200 #multi-player #networking #authentication #godot #game-engine #primary-focus #mmo #zig #unreal-engine #scaling
  161. dsq-filter

    Filter system for dsq that operates at the AST level

    v0.1.0 #ast #jq #filter
  162. bnf_sampler

    that uses recursive descent algorithm to ensure tokens produced by a large language model follow a Backus Naur Form schema

    v0.3.8 1.2K #language-model #bnf #token #sampler #schema #recursive-descent #forms #producing #model-language #naur
  163. vespe

    Text as a Canvas for LLM Collaboration and Automation

    v0.1.2 #automation #llm #prompt-engineering #context-engineering #cli-automation
  164. ntrulp

    Pure implementation of high-security prime-degree large-Galois-group inert-modulus ideal-lattice-based cryptography

    v0.2.3 330 #post-quantum-cryptography #encryption #ntru #key-exchange #cryptography
  165. rig-helixdb

    Rig vector store index integration for HelixDB

    v0.1.8 #vector-store #helix-db #integration #query #openai #rig #artificial-intelligence #large-language-model #automation #api-key
  166. standardform

    Effortlessly operate on numbers like 2e19 or 2*10^4 and more with this Rust implementation of standard form. Simplify, convert, and manipulate large numerical expressions with ease.

    v0.2.1 600 #math #ffi #science
  167. aither

    Providing unified trait abstractions for AI models

    v0.2.0 #image-generation #llm #embedding-generation #api-bindings
  168. bigsig

    Large-scale Sequence Search with BItsliced Genomic Signature Index (BIGSIG)

    v0.3.3 #genomics #sequence-search #bigsi
  169. wasm-splitter

    splitting up large WASM binaries into smaller chunks

    v0.7.3 #dioxus #split #wasm #cli
  170. bai

    Create common files from a large collection of templates

    v1.0.3 200 #collection #config #create #template #variables #template-file #user-name
  171. policyai

    mechanism for unstructured, composable policies that transform unstructured text into structured outputs

    v0.4.0 #structured-output #policies #llm #conflict-resolution #composable #mention #conflicting #agreement
  172. cuttle

    A large language model inference engine in Rust

    v0.1.1 #inference-engine #language-model #model-inference #tokenize #tensor #text-generation #performance-monitoring #benchmark
  173. finding

    command line finding tool

    v0.2.1 #command-line #text-file #text-search #ignore-case #target-directory #dot
  174. oatmeal

    Terminal UI to chat with large language models (LLM) using different model backends, and direct integrations with your favourite editors!

    v0.13.0 1.6K #large-language-model #tui #llm
  175. macron

    Comprehensive Rust macros toolkit for everyday development tasks. Includes convenient string formatting (str!), regex pattern matching (re!), streamlined collection creation, and custom derive macros for Display…

    v0.1.13 #proc-macro #declarative-macro #macro-derive
  176. baibot

    A Matrix bot for using diffent capabilities (text-generation, text-to-speech, speech-to-text, image-generation, etc.) of AI / Large Language Models

    v1.6.0 800 #artificial-intelligence #chat-bot #matrix-bot #llm #matrix-chat
  177. sphinx-ultra

    High-performance Rust-based Sphinx documentation builder for large codebases

    v0.3.0 #sphinx #validation #parallel-processing #builder #documentation #restructuredtext #config-file #warnings #validation-error #file-validation
  178. rat-ftable

    ratatui table widget for large data

    v2.1.0 200 #ratatui-widgets #table #large #ratatui
  179. probe-code

    AI-friendly, fully local, semantic code search tool for large codebases

    v0.6.0 #artificial-intelligence #semantic-search #search #ast-grep #grep
  180. ripget

    Fast multi-part downloader with retries, progress, and configurable parallelism

    v0.1.0 #downloader #http #async #http-download #cli
  181. mecha10-nodes-llm-command

    Natural language command parsing via LLM APIs (OpenAI, Claude, Ollama)

    v0.1.39 #artificial-intelligence #command-parser #openai #llm #node #claude #motor #ollama #mecha10 #nlp
  182. nmuidi

    Parallelizes deleting directories which can significantly speed up deleting large deeply nested directories with a large number of files on Windows

    v0.1.5 260 #delete #windows #parallel
  183. midstreamer-strange-loop

    Self-referential systems and meta-learning

    v0.1.0 #self-referential #meta-learning #strange-loop #midstream #cognition
  184. swordfish

    Data-Oriented Design (DOD) Logic Layer for large scale social based simulations / games. It's designed for fast query / discrete graphs processing performance and the ease of use.

    v0.1.9 340 #query #graphs #logic #data-oriented #layer #dod #games #macro-driven #direct-access #data-table
  185. mecha10-ai-llm

    Large Language Model integration for Mecha10 - Claude, GPT-4, Gemini, and local models

    v0.1.25 #large-language-model #artificial-intelligence #claude #llm #model-integration #mecha10 #gpt-4 #system-prompt #conversation #ollama
  186. loro-kv-store

    Key-value store component for Loro, a high-performance CRDTs framework

    v1.10.0 2.7K #key-value-store #byte-offset #crdt #block #loro #schema-version #ss-table #key-block
  187. klukai

    Gossip-based service discovery (and more) for large distributed systems

    v0.1.4 310 #distributed-systems #service-discovery #gossip-based #sync
  188. cargo-llms-txt

    Cargo subcommand to generate llms.txt and llms-full.txt from Rust projects

    v0.1.1 #cargo-subcommand #llm #subcommand
  189. include_packed

    Include large, compressed binary files in an application without the compile time cost of include_bytes!

    v0.1.5 #compression #zstd #include
  190. seg_lib

    A collection of segment tree variants

    v0.7.0 550 #segment-tree #query-range #variant
  191. http-cache-tower

    HTTP cache middleware for Tower/Hyper

    v1.0.0-alpha.2 #http-cache #hyper-http #tower-http #hyper #middleware #http-middleware
  192. cargo-customs

    Enforces regulations in large cargo workspaces

    v0.3.0 #cargo-workspace #cargo
  193. std-embedded-nal

    embedded-nal traits for large devices that support the standard library

    v0.4.0 100 #networking #embedded-nal #linux #embedded-std #traits #embedded-devices #network-stack #embedded-networking #nb
  194. single-clustering

    high-performance network clustering library implementing community detection algorithms like Louvain and Leiden. Features efficient graph representation, abstract grouping systems…

    v0.6.1 440 #graph #networking #cluster-analysis #optimization #algorithm #modularity #compression-sparse-row #cache #detect-system #performance-optimized
  195. infernum

    CLI - From the depths, intelligence rises

    v0.1.0 #inference #depths #rises #chat-history #intelligence #cache #hugging-face #cuda #metal #cli-for-running
  196. agentai

    designed to simplify the creation of AI agents

    v0.1.5 420 #chatgpt #generative-ai #gemini #openai
  197. perspective-server

    A data visualization and analytics component, especially well-suited for large and/or streaming datasets

    v4.0.1 #data-analytics #perspective #python #visualization #streaming #data-streaming #wasm #visualization-and-analytics #javascript #expression-language
  198. jsrmx

    command-line tool to manipulate JSON files. It can split large single-object JSON files into many files; merge multiple JSON files into one large JSON file; bundle multiple JSON files into one NDJSON file…

    v0.2.0 230 #json #ndjson #split #json-path #merge #input-file #split-file #upper-case #output-file #lower-case
  199. toast-api

    An unofficial CLI client and API server for Claude/Deepseek

    v0.1.9 #client-server #claude #server-api #deepseek #api-client #toast #open-ai-compatible #chat #chat-completion #coding-agent
  200. wasm-split-cli

    CLI-support for wasm-split - a tool for splitting up large WASM binaries into smaller chunks

    v0.7.3 4.6K #dioxus #split #wasm #cli
  201. perspective-client

    A data visualization and analytics component, especially well-suited for large and/or streaming datasets

    v4.0.1 #perspective #apache-arrow #visualization #dataset #streaming #visualization-and-analytics #websocket #javascript #data-analysis #query-engine
  202. lsts

    Large Scale Type Systems

    v0.6.34 310 #proof-assistant #automated #theorem
  203. llmvm-outsource

    An llmvm backend which sends text and chat generation requests to known hosted language model providers

    v1.3.1 310 #hugging-face #llm #openai #api-bindings
  204. timberjack

    A CLI tool that fells log files with speed and insight

    v0.1.0-beta.1 #logging #log-analysis #analysis #cli
  205. perspective

    A data visualization and analytics component, especially well-suited for large and/or streaming datasets

    v4.0.1 #visualization #dataset #visualization-and-analytics #real-time-analytics #python #javascript #wasm #apache-arrow #local-client
  206. ask_ai

    interacting with various AI frameworks

    v0.1.4 210 #artificial-intelligence #openai #ollama #system-prompt #ai-model #anthropic #llm #app-error #conversation
  207. fai-protocol

    A decentralized version control system for AI models and large files

    v0.2.1 #version-control #p2p #distributed-version-control #p2p-distributed
  208. zed_llm_client

    A client for interacting with the Zed LLM API

    v0.8.7 250 #zed #llm #llm-client #api-client
  209. legalis-llm

    LLM integration layer for Legalis-RS

    v0.1.2 #artificial-intelligence #model-name #llm #law #document #legalis-rs #generate-text #mocking #nlp #openai
  210. muchin

    Support for composing large, interacting, complicated state machines

    v0.1.0 #state-machine #model #action #effectful #pure #system-time #uid #dispatcher #composing #uuid
  211. colorsnamed

    Names for a large set of widely understood color sets, like HTML/CSS or xkcd

    v0.2.1 #color-names #name #hex-color #set #css #xkcd #understood #hex-string #serde-integration #rgb
  212. card-est-array

    Infrastructure for managing large arrays of cardinality estimators

    v0.2.0 700 #cardinality #estimation #estimator
  213. llm-tui

    A Terminal User Interface (TUI) for interacting with Language Learning Models (LLM) using llm-cli

    v0.1.1 #tui #chat-bot #llm #llm-cli
  214. llm-chain

    running chains of LLMs (such as ChatGPT) in series to complete complex tasks, such as text summation

    v0.13.0 1.8K #chatgpt #langchain #llm
  215. cleanux

    Linux cleaner CLI (CleanMyMac-like): scan & safely trash cache, find duplicates, list large files

    v0.1.0 #find-duplicates #cache #trash #linux #blake3 #cleaner
  216. llm-samplers

    Token samplers for large language models

    v0.0.7 2.0K #sampler #machine-learning #deep-learning #machine-learning-ml
  217. aibundle

    A CLI & TUI file aggregator and formatter

    v0.7.8 #tui #llm #bundle #development
  218. llm-sdk-rs

    that enables the development of applications that can interact with different language models through a unified interface

    v0.2.0 #large-language-model #artificial-intelligence #llm-agent #llm #openai #ai-agent
  219. riveter

    A command-line utility to "rivet" together the structure and content of a project directory. It generates a combined overview suitable for providing context to Large Language Models (LLMs) or for documentation purposes.

    v0.1.0 #large-language-model #file-content #gitignore #llm #structured-output #walk-dir #format-text #xml-format #respect #command-line-utility
  220. prime

    A CLI tool for interacting with LLMs

    v0.2.5 #llm #tool #ollama #provider #language #user-input #artificial-intelligence
  221. git-commit-helper

    Git Commit Helper is a practical tool that leverages large language models (LLMs) to analyze changes in a Git repository. It helps users generate meaningful commit messages, addressing…

    v0.1.7 #git #git-commit #llm
  222. robopages

    CLI and API server for Robopages, a YAML based files for describing tools to large language models (LLMs)

    v0.4.0 450 #large-language-model #server-api #llm #docker #github #ssh
  223. vibesort-rs

    Sort arrays using Large Language Models (LLMs)

    v0.2.2 #sorting #llm #array
  224. default-boxed

    Helper trait to help create large struct on heap directly

    v0.2.0 1.0K #allocator #memcpy #box
  225. wei

    wei system

    v0.2.4 140 #cross-platform #deployment #automation #system #deployment-management #large-scale #deployment-automation #cluster-management #process-control #system-automation
  226. libmf

    Large-scale sparse matrix factorization for Rust

    v0.3.0 240 #matrix-factorization #sparse-matrix #large-scale #collaborative-filtering #mf #cross-validation
  227. rig-mongodb

    MongoDB implementation of a Rig vector store

    v0.3.4 #vector-store #mongo-db #rig #rig-core #artificial-intelligence #large-language-model
  228. hedl-stream

    Streaming parser for HEDL - memory-efficient processing of large files

    v1.0.0 #streaming-parser #hedl #big-data #iterator #parser
  229. llmao

    Large Language Model API Ops, an abstraction layer for interfacing with different LLM providers

    v0.0.2 #artificial-intelligence #llm #ai
  230. match_cfg

    A convenience macro to ergonomically define an item depending on a large number of #[cfg] parameters. Structured like match statement, the first matching branch is the item that gets emitted.

    v0.1.0 1.3M #match-statement #large-number #define #parameters #matching
  231. prompts-cli

    A CLI for managing prompts for large language models

    v0.1.19 360 #prompt #language-model #cli-prompt #command-prompt #delete #llm
  232. llm-bridge

    SDK for interacting with various Large Language Model (LLM) APIs using a common interface

    v0.2.0 280 #large-language-model #sdk #llm #openai #anthropic #api-sdk #model-language #conversation
  233. regextrie

    High-performance Rust library designed for matching a large number of regular expressions against a given input string

    v0.1.0 #regex-automata #regex #regex-matching #trie #matching-trie
  234. llmprogram

    that provides a structured and powerful way to create and run programs that use Large Language Models (LLMs). It uses a YAML-based configuration to define the behavior of your LLM programs…

    v0.1.0 #artificial-intelligence #llm #openai #machine-learning #gpt
  235. scribe-scaling

    High-performance scaling optimizations for large repositories

    v0.5.1 #optimization #repository #scribe #scaling #cache #repository-analysis #performance-optimization #streaming-processing #cache-manager #20
  236. big_enum_set

    creating sets of enums with a large number of variants

    v0.3.0 #enum-set #enums #bitset
  237. wavelet-matrix

    A wavelet matrix implementation. Supports various near-O(1) queries on large number of symbols or integers.

    v0.4.7 #integer #succinct #rank
  238. ipopt_bindgen

    Rust bindings to the C interface of Ipopt, a library for large-scale, constrained, nonlinear optimization

    v0.2.3 270 #ipopt #constrained-optimization #ffi
  239. wkwrap

    webKNOSSOS wrapper is a file format designed for large-scale, three-dimensional voxel datasets. It was optimized for high-speed access to data subvolumes, and supports multi-channel data and dataset compression.

    v1.6.0 #voxel #dataset #web-knossos #format #multi-channel #three-dimensional #data-access #large-scale #subvolumes #compression
  240. hiramu-cli

    A command-line interface tool for interacting with large language models (LLMs) on AWS Bedrock and generating text based on prompts

    v0.1.23 280 #large-language-model #aws-bedrock #claude #generator #llm #model-language #command-line-interface #ollama-provider #language-interface #opus
  241. large-json-array

    A streaming JSON‐array parser that yields one object at a time

    v0.1.1 #json-stream #parser #stream-parser
  242. http-diff

    CLI tool to verify consistency across web server versions. Ideal for large-scale refactors, sanity tests and maintaining data integrity across versions.

    v0.0.5 390 #web-server #api-response #diff
  243. rain_task

    Distributed computational framework for large-scale task-based pipelines. A custom task library in Rust.

    v0.4.0 #rain #distributed-computing #framework #task #large-scale #distributed-task #task-based #github-repo
  244. Try searching with DuckDuckGo or on crates.io.

  245. large_int

    An ease-of-use unbounded signed integer

    v0.2.2 #unsigned-integer #unbounded #unsigned #large
  246. large-primes

    Package for Large Prime Number Analysis

    v0.5.1 #prime #prime-analysis #primes #prime-generation
  247. fibext

    A versatile Fibonacci sequence generator for Rust, with support for large numbers and optional iterator interface

    v0.2.1 #fibonacci-sequence #math #sequence-numbers #fibonacci #science
  248. chunk_norris

    splitting large text into smaller batches for LLM input

    v0.2.1 #batching #llm #text
  249. llmchain

    framework for large language models, inspired by LangChain

    v0.1.3 #llm #openai #gpt #library
  250. llm-chain-tools

    providing Large Language Models with tools (also known as 'actions') that they can trigger

    v0.4.0 #llm-chain #langchain #chatgpt #llm #science-artificial-intelligence
  251. palm_api

    Client library for Google's large language model PaLM API

    v0.2.2 240 #google-api #llm #palm #generate-ai
  252. llm-rs

    command line interface, to exploit Large Language Models

    v0.1.1 #large-language-model #command-line-interface #exploit #system-prompt #command-line-arguments #modes #openai-api-key #encryption-key #env-vars
  253. regex-filtered

    Efficiently check an input against a large number of patterns

    v0.2.0 433K #regex #filtered-re2 #filter #prefilter #multiple
  254. rustdoc-llms

    Rust documentation helper to generate file llms.txt to help training AI large language models (LLMs)

    v0.3.0 #llm #training #documentation
  255. llm-api-adapter

    SDK for interacting with various Large Language Model (LLM) APIs using a common interface

    v0.3.0 500 #large-language-model #sdk #llm #api-sdk
  256. rain_server

    Distributed computational framework for large-scale task-based pipelines. Server and governor binaries.

    v0.4.0 #rain #pipeline #framework #governor #distributed-computing #large-scale #task-based #github-repo
  257. dstats

    finding large files on your system

    v0.1.4 120 #disk-space #disk #file #large #usage
  258. postgres_large_object

    Large object support for rust-postgres

    v0.7.1 #postgresql #sql #database
  259. langextract

    extracting structured data from unstructured text using Large Language Models (LLMs), featuring precise source attribution and interactive visualization capabilities

    v0.1.0 #large-language-model #interactive-visualization #llm #structured-data #attribution
  260. slabby

    Maximally efficient allocation and deallocation of a large number of instances of a type

    v0.3.1 160 #slab-allocator #allocator #no-std #slab
  261. babel-bridge

    SDK for interacting with various Large Language Model (LLM) APIs using a common interface

    v0.3.0 260 #large-language-model #llm #sdk #babel #bridge
  262. neural-dynamics

    Large-scale neural network simulation library with advanced connectivity patterns and dynamics

    v0.1.0 #neural-network #network-simulation #neuroscience #dynamics #computational
  263. ai-agents

    designed for building and managing generative AI agents, leveraging the capabilities of large language models (LLMs)

    v0.2.3 280 #large-language-model #generative-ai #llm
  264. rain_core

    Distributed computational framework for large-scale task-based pipelines. Common core library.

    v0.4.0 #framework #pipeline #large-scale #distributed-computing #task-based
  265. language-barrier-core

    providing abstractions for Large Language Models

    v0.1.9 490 #openai #llm #chat-completion #llm-token #anthropic #provider-agnostic #mistral #type-safe #multimodal #chat-model
  266. largeint

    that supports large integer arithmetic

    v0.2.0 #integer-arithmetic #int #large #integer