Datasets:

babylontechnologiesllc
/

Exniloh-Code-001

@@ -1,86 +1,33 @@
----
-annotations_creators:
-- expert-generated
-language:
-- code
-license: other
-task_categories:
-- text-generation
-task_ids:
-- language-modeling
-tags:
-- code-curation
-- pretraining-filters
-- code-quality
-- dataset-index
-size_categories:
-- n<1K
----
-# 🌌 Ex Nihilo Code 001: Curated High-Signal Repository Index
-**A high-density, rigorously filtered metadata index designed for AI labs, code LLM pre-training teams, and data curation researchers.**
-This dataset repository contains the **100-repository public sample** of the Ex Nihilo Code 001 index[cite: 1]. It represents the strict stars-descending head of our broader commercial dataset, isolating high-value, active software repositories while filtering out low-signal noise[cite: 1].
----
-## 📊 Dataset Summary & Methodology
-Training top-tier code models requires more than just scraping GitHub; it requires structural verification of repository quality. This index was constructed using strict baseline metrics to identify repositories with proven community reliance and sustained engineering effort.
-**This 100-row sample consists of:**
-* **97 Verified-Cut Rows:** Repositories passing our stringent quality gates, including a minimum threshold of 100 merged Pull Requests[cite: 1].
-* **3 Edge-Case Rows:** Repositories falling just below the 100-merged-PR threshold, included for threshold evaluation and boundary testing[cite: 1].
-*Note: This release is a metadata index and sample pack. It is not a bulk text corpus for end-to-end training.*[cite: 1]
----
-## 📐 Metrics Warning: File Size vs. LOC
-When evaluating repositories for pre-training corpora, byte footprint is a misleading metric. **GitHub `size_kb` does not represent executable Lines of Code (LOC).**[cite: 1]
-Raw repository size often includes binary assets, extensive commit histories, and serialized data files that do not contribute to code generation capabilities. Please refer to the chart below for the variance between raw disk size and actual estimated LOC within this dataset.
-![Size KB vs Estimated LOC](size_kb_vs_estimated_loc.svg)
-*(See `size_kb_vs_estimated_loc.svg` for the full visual breakdown)*[cite: 1]
----
-## 🗄️ Data Dictionary
-Understanding the exact semantics of our filtering columns is critical for data curation teams. Below is the excerpt of the schema applied to this index.
-*(Merge the exact contents of `DATA_DICTIONARY_EXCERPT.md` here so researchers can view your definitions for licenses, PR thresholds, and star filters)*[cite: 1, 3]
----
-## ⚖️ Licensing & Upstream Compliance (Important)
-**License Designation:** `Other / Custom Index License (See Upstream)`
-This dataset is an index of metadata and repository references. **This product does not relicense any of the underlying repositories.**[cite: 1]
-All repository URLs, source code, and commit hashes referenced within this sample retain their original upstream software licenses (e.g., MIT, Apache 2.0, GPL) as assigned by their respective authors. Any research or commercial team utilizing this index to fetch, scrape, or train on the referenced code must independently review and comply with the specific, individual upstream licenses of those repositories.
----
-## 🚀 Unlock the Full Commercial Pack
-This Hugging Face repository contains only the 100-row sample[cite: 1]. For scaled evaluations, complete pre-training pipelines, and comprehensive metadata, the **Ex Nihilo Code 001 Paid Listing Pack** is available for production use.
-**The Full Pack  Includes:**
-* **`exnihilo_code_001_full.csv`**: The complete 339-row baseline index[cite: 1].
-* **`exnihilo_code_001_verified.csv`**: The 319-row verified cut (all repos passing the >100 merged PR threshold)[cite: 1].
-* **`exnihilo_code_001_premium.csv`**: The exclusive 205-row ultra-high-signal cut[cite: 1].
-* **Frozen Harvest Archive (`exnihilo_code_001_harvest.zip`)**: 1,020 `files.json` and 1,020 `metadata.json` files containing deep structural data for the repositories[cite: 1].
-* **Complete `DATA_DICTIONARY.md`** and **Stats JSON**[cite: 1].
- **Email nehemiahsturdivant@babylontechnolgoies for the full dataset**
----
-license: other
-license_name: license.md
-license_link: LICENSE
----

+# Kaggle sample — EX-NIHILO-CODE-001
+**This is a sample, not the product.** Strict star-sorted head of the Layer 1 index (n=100 of 339 full): 97 rows are in the verified cut and 3 fall below its 100-merged-PR threshold. No harvested PR diffs.
+| Locked integer | Value |
+|---|---|
+| Pull date | 2026-09-16 |
+| Full index | 339 |
+| Verified (≥100 merged GitHub PRs) | 319 |
+| Premium (stars ≥ 1000 and estimated_loc ≥ 250000) | 205 |
+| This file | 100 rows, stars descending |
+## What you are looking at
+A phone book of public GitHub repositories whose SPDX is MIT / Apache-2.0 / BSD-2-Clause / BSD-3-Clause, linguist-estimated LOC is 100k–10M, and the named language is ≥ 40% of linguist bytes.
+`estimated_loc` is linguist bytes ÷ bytes-per-line (Rust 42, Go 38, C++ 48, Java 52, COBOL 72, MATLAB 44). `size_kb` is git disk usage. **Do not compute LOC as size_kb × 30.** The chart `size_kb_vs_estimated_loc.svg` is the proof.
+## What is not in this kernel
+- Harvested pull-request patches (`files.json`)
+- The verified-only cut
+- The premium harvest worklist
+Those ship in the paid pack (`listable_harvest=true`, 1,020 PRs). Do not upload `harvest/` here.
+## Notes
+- `golang/go` uses Gerrit. GitHub `merged_pr_count` is not contribution volume. It may appear in this mixed sample.
+- COBOL n=3, MATLAB n=1 in the full file. That is coverage.
+- `has_tests` / `contributors` may be empty by contract. Do not advertise “no nulls.”
+Grain: one repository. License of listed projects stays with those projects.

exnihilo_code_001_sample.csv ADDED Viewed

	@@ -0,0 +1,101 @@

+repo_id,repo_name,owner,language,stars,forks,contributors,merged_pr_count,pr_verified,open_issues,size_kb,estimated_loc,license_spdx,commercial_use_ok,last_commit_date,created_date,description,topics,primary_language_pct,has_tests,has_ci,readme_length,source_url,data_pull_date
+45717250,tensorflow,tensorflow,C++,200135,76585,5322,50111,True,3149,1385052,3954492,Apache-2.0,True,2026-09-16,2015-11-07,An Open Source Machine Learning Framework for Everyone,"deep-learning,deep-neural-networks,distributed,machine-learning,ml,neural-network,python,tensorflow",0.5543,False,True,9790,https://github.com/tensorflow/tensorflow,2026-09-16
+1197021090,claw-code,ultraworkers,Rust,195256,108526,29,142,True,45,25129,101426,MIT,True,2026-08-16,2026-03-31,"An agent-managed museum exhibit, built in Rust with Gajae-Code / LazyCodex — developed and maintained with no human intervention.",,0.9543,True,True,14152,https://github.com/ultraworkers/claw-code,2026-09-16
+658928958,ollama,ollama,Go,181124,17905,615,3622,True,4016,94064,338630,MIT,True,2026-09-16,2023-06-26,"Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.","deepseek,gemma,gemma3,glm,go,golang,gpt-oss,llama,llama3,llm,llms,minimax,mistral,ollama,qwen",0.6886,False,True,19225,https://github.com/ollama/ollama,2026-09-16
+23096959,go,golang,Go,138844,19587,2991,1,True,10155,456661,1623438,BSD-3-Clause,True,2026-09-16,2014-08-19,The Go programming language,"go,golang,language,programming-language",0.9032,True,True,1454,https://github.com/golang/go,2026-09-16
+1031912724,cc-switch,farion1231,Rust,133187,9182,239,513,True,2735,75333,298180,MIT,True,2026-09-15,2025-08-04,"A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io","ai-tools,claude-code,codex,desktop-app,grok,grokbuild,hermes,hermes-agent,mcp,open-source,openclaw,openclaw-ui,opencode,pi,provider-management,rust,skills,skills-management,tauri,wsl-support",0.6513,True,True,48351,https://github.com/farion1231/cc-switch,2026-09-16
+612354784,llama.cpp,ggml-org,C++,128438,23266,2007,10251,True,2485,442452,818399,MIT,True,2026-09-16,2023-03-10,LLM inference in C/C++,ggml,0.5619,True,True,7351,https://github.com/ggml-org/llama.cpp,2026-09-16
+20580498,kubernetes,kubernetes,Go,127762,44303,5901,66000,True,3046,1522074,2619773,Apache-2.0,True,2026-09-16,2014-06-06,Production-Grade Container Scheduling and Management,"cncf,containers,go,kubernetes",0.9773,True,True,4236,https://github.com/kubernetes/kubernetes,2026-09-16
+965415649,codex,openai,Rust,124711,19281,610,10960,True,17431,629489,1573764,Apache-2.0,True,2026-09-16,2025-04-13,Lightweight coding agent that runs in your terminal,,0.9666,False,True,3334,https://github.com/openai/codex,2026-09-16
+9384267,electron,electron,C++,123092,17502,1621,27499,True,778,213857,202795,MIT,True,2026-09-16,2013-04-12,":electron: Build cross-platform desktop apps with JavaScript, HTML, and CSS","c-plus-plus,chrome,css,electron,html,javascript,nodejs,v8,works-with-codespaces",0.5384,True,True,4586,https://github.com/electron/electron,2026-09-16
+724712,rust,rust-lang,Rust,118943,15778,8813,74376,True,12626,997985,3860738,Apache-2.0,True,2026-09-16,2010-06-16,Empowering everyone to build reliable and efficient software.,"compiler,language,rust",0.9044,True,True,3304,https://github.com/rust-lang/rust,2026-09-16
+15634981,godot,godotengine,C++,117283,26766,3941,43733,True,18884,1888691,1525479,MIT,True,2026-09-16,2014-01-04,Godot Engine – Multi-platform 2D and 3D game engine,"game-development,game-engine,gamedev,godot,godotengine,multi-platform,open-source",0.8699,True,True,3722,https://github.com/godotengine/godot,2026-09-16
+20929025,TypeScript,microsoft,Go,111073,14045,1058,15003,True,5071,2863049,728984,Apache-2.0,True,2026-09-16,2014-06-17,TypeScript is a superset of JavaScript that compiles to clean JavaScript output.,"javascript,language,typechecker,typescript",0.8825,False,True,2741,https://github.com/microsoft/TypeScript,2026-09-16
+133442384,deno,denoland,Rust,108465,6370,1283,16542,True,1587,250263,764874,MIT,True,2026-09-16,2018-05-15,A modern runtime for JavaScript and TypeScript.,"deno,javascript,rust,typescript",0.6227,True,True,3807,https://github.com/denoland/deno,2026-09-16
+100060912,terminal,microsoft,C++,104910,9599,506,4555,True,1756,179448,284675,MIT,True,2026-09-16,2017-08-11,"The new Windows Terminal and the original Windows console host, all in the same place!","cmd,command-line,console,contributions-welcome,good-first-issue,hacktoberfest,terminal,windows,windows-console,windows-terminal,wsl",0.9244,False,True,18794,https://github.com/microsoft/terminal,2026-09-16
+997737944,RuView,ruvnet,Rust,94272,12473,39,448,True,725,417327,460951,MIT,True,2026-09-16,2025-06-07,"π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.","awesome,claude,densepose,esp32,firmware,home-assistant,home-automation,iot,monitoring,networking,npm,pose-estimation,react,rf,self-learning,skills,spatial-intelligence,typescript,wifi,wifi-security",0.6046,True,True,70423,https://github.com/ruvnet/RuView,2026-09-16
+5108051,opencv,opencv,C++,90858,57026,2575,14190,True,2748,567094,993228,Apache-2.0,True,2026-09-16,2012-07-19,Open Source Computer Vision Library,"c-plus-plus,computer-vision,deep-learning,image-processing,opencv",0.8592,False,True,1705,https://github.com/opencv/opencv,2026-09-16
+730534580,ragflow,infiniflow,Go,90822,10750,830,9390,True,1473,167521,1289882,Apache-2.0,True,2026-09-16,2023-12-12,RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs,"agent-harness,agentic-ai,agentic-nagive,agentic-retrieval,agentic-search,ai,ai-agents,context-engine,context-engineering,context-management,harness-engineering,knowledge-compilation,rag,retrieval-augmented-generation,search-harness",0.4916,True,True,17682,https://github.com/infiniflow/ragflow,2026-09-16
+1181927,bitcoin,bitcoin,C++,90179,39385,1358,16963,True,720,328053,504769,MIT,True,2026-09-16,2010-12-19,Bitcoin Core integration/staging tree,"bitcoin,c-plus-plus,cryptocurrency,cryptography,p2p",0.6326,True,True,3489,https://github.com/bitcoin/bitcoin,2026-09-16
+699532645,uv,astral-sh,Rust,89870,3587,592,10466,True,2901,204232,477431,Apache-2.0,True,2026-09-16,2023-10-02,"An extremely fast Python package and project manager, written in Rust.","packaging,python,resolver,uv",0.9769,True,True,9859,https://github.com/astral-sh/uv,2026-09-16
+11180687,hugo,gohugoio,Go,89844,8382,930,3538,True,224,146491,170318,Apache-2.0,True,2026-09-16,2013-07-04,The world’s fastest framework for building websites.,"blog-engine,cms,content-management-system,documentation-tool,go,hugo,static-site-generator",0.9388,False,True,16523,https://github.com/gohugoio/hugo,2026-09-16
+134017286,lazygit,jesseduffield,Go,82391,3038,410,2065,True,1031,157992,116775,MIT,True,2026-09-16,2018-05-19,simple terminal UI for git commands,"cli,git,terminal",0.9955,True,True,38288,https://github.com/jesseduffield/lazygit,2026-09-16
+6296790,spring-boot,spring-projects,Java,81447,42318,1627,274,True,473,218977,581727,Apache-2.0,True,2026-09-16,2012-10-19,"Spring Boot helps you to create Spring-powered, production-grade applications and services with absolute minimum fuss.","framework,java,spring,spring-boot",0.9934,False,True,5279,https://github.com/spring-projects/spring-boot,2026-09-16
+1139971460,rtk,rtk-ai,Rust,80702,5110,153,627,True,1627,9515,112745,Apache-2.0,True,2026-09-15,2026-01-22,"CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies","agentic-coding,ai-coding,anthropic,claude-code,cli,command-line-tool,cost-reduction,developer-tools,llm,open-source,productivity,rust,token-optimization",0.9567,True,True,26527,https://github.com/rtk-ai/rtk,2026-09-16
+173228436,ghidra,NationalSecurityAgency,Java,77551,8571,453,590,True,1962,416747,2343933,Apache-2.0,True,2026-09-15,2019-03-01,Ghidra is a software reverse engineering (SRE) framework,"disassembler,reverse-engineering,software-analysis",0.86,False,True,7205,https://github.com/NationalSecurityAgency/ghidra,2026-09-16
+22887094,tesseract,tesseract-ocr,C++,76518,10800,243,1475,True,484,55212,165518,Apache-2.0,True,2026-09-11,2014-08-12,Tesseract Open Source OCR Engine (main repository),"hacktoberfest,lstm,machine-learning,ocr,ocr-engine,tesseract,tesseract-ocr",0.9552,True,True,8159,https://github.com/tesseract-ocr/tesseract,2026-09-16
+22067521,imgui,ocornut,C++,76215,12041,566,429,True,1228,130788,105116,MIT,True,2026-09-16,2014-07-21,Dear ImGui: Bloat-free Graphical User interface for C++ with minimal dependencies,"api,cplusplus,framework,game-development,game-engine,gamedev,gui,imgui,immediate-gui,library,multi-platform,native,toolkit,tools,ui",0.88,False,True,21992,https://github.com/ocornut/imgui,2026-09-16
+641656392,union,unionlabs,Rust,73799,3882,37,3128,True,193,485234,708206,Apache-2.0,True,2026-07-25,2023-05-16,"The trust-minimized, zero-knowledge bridging protocol, designed for censorship resistance, extremely high security, and usage in decentralized finance.","astro,blockchain,cosmos,cosmwasm,ethereum,evm,golang,indexer,interoperability,move,nix,prover,relayer,rust,solidity,svelte,typescipt,typescript,zero-knowledge",0.771,False,True,7277,https://github.com/unionlabs/union,2026-09-16
+7691631,moby,moby,Go,72100,19233,2616,23221,True,3909,272770,309427,Apache-2.0,True,2026-09-16,2013-01-18,The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems,"containers,docker,go,golang",0.9734,False,True,5487,https://github.com/moby/moby,2026-09-16
+666299222,openinterpreter,openinterpreter,Rust,68347,5883,615,453,True,1,279986,1489103,Apache-2.0,True,2026-09-15,2023-07-14,A coding agent for open models like Kimi K3 and GLM 5.3,"acp,coding-agent,deepseek,kimi,python,qwen,rust",0.9659,False,True,8091,https://github.com/openinterpreter/openinterpreter,2026-09-16
+808045485,ladybird,LadybirdBrowser,C++,66219,3157,1546,8595,True,541,514654,1956415,BSD-2-Clause,True,2026-09-16,2024-05-30,Truly independent web browser,"browser,browser-engine",0.4392,True,True,2082,https://github.com/LadybirdBrowser/ladybird,2026-09-16
+6838921,prometheus,prometheus,Go,66094,10840,1479,8998,True,892,290209,342686,Apache-2.0,True,2026-09-16,2012-11-24,The Prometheus monitoring system and time series database.,"alerting,graphing,hacktoberfest,metrics,monitoring,prometheus,time-series",0.8789,False,True,9689,https://github.com/prometheus/prometheus,2026-09-16
+42408804,traefik,traefik,Go,64867,6199,1121,5606,True,932,161458,204619,MIT,True,2026-09-16,2015-09-13,The Cloud Native Application Proxy,"consul,docker,etcd,go,golang,kubernetes,letsencrypt,load-balancer,marathon,mesos,microservice,reverse-proxy,traefik,zookeeper",0.9332,False,True,7865,https://github.com/traefik/traefik,2026-09-16
+436297812,memos,usememos,Go,63112,4762,395,2127,True,68,42763,153414,MIT,True,2026-09-16,2021-12-08,"Open-source, self-hosted note-taking tool built for quick capture. Markdown-native, lightweight, and fully yours.","docker,foss,go,markdown,memo,microblog,note-taking,notecard,own-your-data,react,self-hosted,social-network,sqlite",0.5325,False,True,4893,https://github.com/usememos/memos,2026-09-16
+331107018,sway,FuelLabs,Rust,61441,5414,157,3718,True,949,126365,307996,Apache-2.0,True,2026-09-07,2021-01-19,🌴 Empowering everyone to build reliable and efficient smart contracts.,"compiler,fuel,language,sway",0.6615,True,True,3669,https://github.com/FuelLabs/sway,2026-09-16
+510607652,pocketbase,pocketbase,Go,61055,3687,45,55,True,19,147241,131732,MIT,True,2026-09-16,2022-07-05,Open Source realtime backend in 1 file,"authentication,backend,golang,realtime",0.6906,True,True,6992,https://github.com/pocketbase/pocketbase,2026-09-16
+1148753,spring-framework,spring-projects,Java,60244,38769,1307,985,True,470,245292,1020606,Apache-2.0,True,2026-09-16,2010-12-08,Spring Framework,"spring,spring-framework,spring-mvc",0.9759,False,True,3015,https://github.com/spring-projects/spring-framework,2026-09-16
+17803236,rclone,rclone,Go,59788,5396,1208,2554,True,1260,256654,258861,MIT,True,2026-09-16,2014-03-16,"""rsync for cloud storage"" - Google Drive, S3, Dropbox, Backblaze B2, One Drive, Swift, Hubic, Wasabi, Google Cloud Storage, Azure Blob, Azure Files, Yandex Files","azure-blob,azure-blob-storage,azure-files,backblaze-b2,cloud-storage,dropbox,encryption,ftp,fuse-filesystem,go,golang,google-cloud-storage,google-drive,onedrive,openstack-swift,rclone,s3,sftp,sync,webdav",0.9811,False,True,11653,https://github.com/rclone/rclone,2026-09-16
+72495579,gitea,go-gitea,Go,58017,7145,1845,19902,True,2460,358564,488595,MIT,True,2026-09-16,2016-11-01,"Git with a cup of tea! Painless self-hosted all-in-one software development service, including Git hosting, code review, team collaboration, package registry and CI/CD","bitbucket,cicd,devops,docker-registry-v2,git,git-gui,git-lfs,git-server,gitea,github,github-actions,gitlab,go,golang,hacktoberfest,maven-server,npm-registry,self-hosted,typescript,vue",0.8279,True,True,10468,https://github.com/go-gitea/gitea,2026-09-16
+210702427,typst,typst,Rust,56056,1715,463,2523,True,1297,139701,148006,Apache-2.0,True,2026-09-16,2019-09-24,A markup-based typesetting system that is powerful and easy to learn.,"compiler,markup,typesetting,typst",0.8467,True,True,12004,https://github.com/typst/typst,2026-09-16
+846698999,goose,aaif-goose,Rust,54356,6248,637,6197,True,327,976266,336505,Apache-2.0,True,2026-09-16,2024-08-23,"an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM","acp,ai,ai-agents,mcp",0.7217,False,True,3449,https://github.com/aaif-goose/goose,2026-09-16
+541269386,whisper.cpp,ggml-org,C++,53704,6159,1015,1062,True,349,45152,484749,MIT,True,2026-09-15,2022-09-25,Port of OpenAI's Whisper model in C/C++,"inference,openai,speech-recognition,speech-to-text,transformer,whisper",0.5233,True,True,39240,https://github.com/ggml-org/whisper.cpp,2026-09-16
+11225014,etcd,etcd-io,Go,52267,10501,1197,10663,True,352,99626,158202,Apache-2.0,True,2026-09-14,2013-07-06,Distributed reliable key-value store for the most critical data of a distributed system,"cncf,consensus,database,distributed-database,distributed-systems,etcd,go,key-value,kubernetes,raft",0.9599,True,True,10197,https://github.com/etcd-io/etcd,2026-09-16
+1012087571,CLIProxyAPI,router-for-me,Go,52104,7863,252,747,True,645,35631,467561,MIT,True,2026-09-16,2025-07-01,"Wrap Antigravity, ChatGPT Codex, Claude Code, Grok Build as an OpenAI/Gemini/Claude/Codex compatible API service, allowing you to enjoy the free Gemini 3.1 Pro, GPT 5.6 Series, Grok 4.5, Claude model through API","antigravity,claude-code,cluade,codex,gemini,openai",0.9997,True,True,25709,https://github.com/router-for-me/CLIProxyAPI,2026-09-16
+20300177,guava,google,Java,51906,11196,488,1477,True,755,1411319,520632,Apache-2.0,True,2026-09-15,2014-05-29,Google core libraries for Java,"guava,java",0.9998,False,True,6290,https://github.com/google/guava,2026-09-16
+44662669,dbeaver,dbeaver,Java,51779,4371,510,7559,True,3330,220174,686617,Apache-2.0,True,2026-09-16,2015-10-21,Free universal database tool and SQL client,"ai,database,databricks,db2,dbeaver,erd,gui,java,jdbc,mysql,nosql,oracle,postgresql,redshift,snowflake,sql,sqlite,sqlserver",0.9932,True,True,8886,https://github.com/dbeaver/dbeaver,2026-09-16
+11171548,json,nlohmann,C++,50620,7500,381,1213,True,120,287692,113160,MIT,True,2026-09-16,2013-07-04,JSON for Modern C++,"bson,cbor,header-only,json,json-diff,json-merge-patch,json-parser,json-patch,json-pointer,json-serialization,messagepack,msgpack,rfc-6901,rfc-6902,rfc-7049,rfc-7159,rfc-8259,stl-containers,ubjson",0.9682,True,True,117219,https://github.com/nlohmann/json,2026-09-16
+8859474,jadx,skylot,Java,50486,5756,167,661,True,448,26020,108483,Apache-2.0,True,2026-09-12,2013-03-18,Dex to Java decompiler,"android,decompiler,dex,java",0.9213,False,True,18089,https://github.com/skylot/jadx,2026-09-16
+60246359,ClickHouse,ClickHouse,C++,49927,8965,3211,72117,True,7662,12189569,3176949,Apache-2.0,True,2026-09-16,2016-06-02,ClickHouse® is a real-time analytics database management system,"ai,analytics,big-data,clickhouse,cloud-native,cpp,database,dbms,distributed,embedded,hacktoberfest,lakehouse,mpp,olap,rust,self-hosted,sql",0.6821,True,True,5607,https://github.com/ClickHouse/ClickHouse,2026-09-16
+523043277,ruff,astral-sh,Rust,49645,2419,975,16454,True,2193,202465,682683,MIT,True,2026-09-16,2022-08-09,"An extremely fast Python linter and code formatter, written in Rust.","linter,pep8,python,python3,ruff,rust,rustpython,static-analysis,static-code-analysis,style-guide,styleguide",0.9687,False,True,19637,https://github.com/astral-sh/ruff,2026-09-16
+615869301,LocalAI,mudler,Go,49134,4452,250,4512,True,161,109301,593945,MIT,True,2026-09-16,2023-03-18,"LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.","agents,ai,api,audio-generation,decentralized,distributed,image-generation,libp2p,llama,llm,mamba,mcp,musicgen,object-detection,rerank,stable-diffusion,text-generation,tts",0.6917,True,True,23584,https://github.com/mudler/LocalAI,2026-09-16
+234798675,bevy,bevyengine,Rust,48215,4838,1666,8825,True,3430,176691,499241,Apache-2.0,True,2026-09-16,2020-01-18,A refreshingly simple data-driven game engine built in Rust,"bevy,game-development,game-engine,gamedev,open-source,rust",0.9438,True,True,7650,https://github.com/bevyengine/bevy,2026-09-16
+7508411,RxJava,ReactiveX,Java,48201,7585,346,3599,True,11,179883,305343,Apache-2.0,True,2026-09-14,2013-01-08,RxJava – Reactive Extensions for the JVM – a library for composing asynchronous and event-based programs using observable sequences for the Java VM.,"flow,java,reactive-streams,rxjava",0.999,False,True,36951,https://github.com/ReactiveX/RxJava,2026-09-16
+159152904,JeecgBoot,jeecgboot,Java,47847,16184,39,133,True,46,101883,657966,Apache-2.0,True,2026-09-11,2018-11-26,【低代码v2.0，一句话即可生成整个系统】企业级AI低代码平台，一键生成前后端代码甚至整个系统。 AI Skills 一句话画流程、设计表单、生成报表、大屏。内置 AI应用平台涵盖：AI聊天、知识库、流程编排、MCP插件等，兼容主流大模型。引领AI低代码「Skills 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式，解决 Java 项目 90% 重复工作，提高效率又不失灵活。,"activiti,agent,ai,antd,claude-code,cli,codegenerator,codex,flowable,langchain4j,llm,low-code,mcp,mybatis-plus,rag,skills,spring-ai,springboot,springcloud,vue3",0.7637,False,True,31357,https://github.com/jeecgboot/JeecgBoot,2026-09-16
+212613049,cli,cli,Go,46295,9034,689,3242,True,1085,81190,206561,MIT,True,2026-09-15,2019-10-03,GitHub’s official command line tool,"cli,git,github-api-v4,golang",0.9938,True,True,6262,https://github.com/cli/cli,2026-09-16
+208728772,milvus,milvus-io,Go,46128,4255,377,27369,True,1432,347677,1872877,Apache-2.0,True,2026-09-16,2019-09-16,"Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search","anns,cloud-native,diskann,distributed,embedding-database,embedding-similarity,embedding-store,faiss,golang,hnsw,image-search,llm,nearest-neighbor-search,rag,vector-database,vector-search,vector-similarity,vector-store",0.5963,True,True,70771,https://github.com/milvus-io/milvus,2026-09-16
+27729880,grpc,grpc,C++,45315,11366,1197,20913,True,1340,625814,806990,Apache-2.0,True,2026-09-16,2014-12-08,"C++ based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)",,0.7358,True,True,4621,https://github.com/grpc/grpc,2026-09-16
+273871859,headscale,juanfont,Go,43887,2569,261,1369,True,150,56353,127584,BSD-3-Clause,True,2026-09-15,2020-06-21,"An open source, self-hosted implementation of the Tailscale control server","tailscale,tailscale-control-server,tailscale-server,wireguard",0.9877,False,True,6520,https://github.com/juanfont/headscale,2026-09-16
+552877440,hyperswitch,juspay,Rust,43613,5132,262,7814,True,2179,449751,1143060,Apache-2.0,True,2026-09-16,2022-10-17,"Open source, composable payments platform | PCI compliant | SaaS and Self-host options | Enables connectivity to multiple payment, payout, fraud, vault and tokenization providers | Uplifts authorization with intelligent routing and revenue recovery | Reduce payment processing costs with cost observability | Reduces payment ops with reconciliation","adyen,beginner-friendly,featured,finance,fintech,hacktoberfest,high-performance,open-source,orchestration,payment,payment-gateway,payment-integration,payment-processing,payments,payments-platform,restful-api,rust,sdk,stripe,works-with-react",0.8157,False,True,16858,https://github.com/juspay/hyperswitch,2026-09-16
+4710920,dubbo,apache,Java,41569,26365,711,6146,True,1040,61788,354913,Apache-2.0,True,2026-09-15,2012-06-19,The java implementation of Apache Dubbo. An RPC and microservice framework.,"distributed-systems,dubbo,framework,grpc,http,java,microservices,restful,rpc,service-mesh,web",0.9936,False,True,8526,https://github.com/apache/dubbo,2026-09-16
+138754790,duckdb,duckdb,C++,41314,3787,888,12176,True,880,514633,1162473,MIT,True,2026-09-16,2018-06-26,DuckDB is an analytical in-process SQL database management system,"analytics,database,embedded-database,olap,sql",0.9257,True,True,3480,https://github.com/duckdb/duckdb,2026-09-16
+1137711311,Codewhale,Hmbown,Rust,40985,3561,225,2036,True,145,176654,1243757,MIT,True,2026-09-16,2026-01-19,"Open-source coding agent for your terminal, built in Rust and on a journey of continuous community improvement. Issues and PRs welcome.","agent-orchestration,ai-agent,cli,coding-agent,local-first,mcp,multi-agent,multi-model,open-source,rust,tui",0.9008,False,True,7676,https://github.com/Hmbown/Codewhale,2026-09-16
+81227005,faiss,facebookresearch,C++,40917,4524,351,137,True,329,286224,199700,MIT,True,2026-09-16,2017-02-07,A library for efficient similarity search and clustering of dense vectors.,,0.5961,True,True,6370,https://github.com/facebookresearch/faiss,2026-09-16
+41986369,tidb,pingcap,Go,40535,6240,1088,36247,True,7114,786711,1614129,Apache-2.0,True,2026-09-16,2015-09-06,"TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.","agent,agent-context,agent-memory,agentic,ai,cloud-native,database,distributed-database,distributed-transactions,go,hacktoberfest,htap,memory,mysql,mysql-compatibility,scale,serverless,sql,tidb",0.9524,True,True,10844,https://github.com/pingcap/tidb,2026-09-16
+186024298,nushell,nushell,Rust,40522,2258,939,9207,True,1438,69611,355681,MIT,True,2026-09-16,2019-05-10,A new type of shell,"nushell,rust,shell",0.9726,True,True,12572,https://github.com/nushell/nushell,2026-09-16
+234231371,fiber,gofiber,Go,40160,2031,487,2481,True,34,85523,117874,MIT,True,2026-09-16,2020-01-16,⚡️ Express inspired web framework written in Go,"express,expressjs,fast,fiber,flexible,framework,friendly,go,golang,hacktoberfest,hacktoberfest2020,nodejs,performance,rest-api,web",0.9995,False,True,37699,https://github.com/gofiber/fiber,2026-09-16
+61137153,esbuild,evanw,Go,40059,1345,130,263,True,622,20899,172583,MIT,True,2026-08-09,2016-06-14,An extremely fast bundler for the web,"bundler,commonjs,compiler,css,esm,javascript,jsx,minifier,react,tsx,typescript",0.7563,False,True,2104,https://github.com/evanw/esbuild,2026-09-16
+263727855,polars,pola-rs,Rust,39745,3104,766,13924,True,2904,220491,627345,MIT,True,2026-09-16,2020-05-13,"Extremely fast Query Engine for DataFrames, written in Rust","arrow,dataframe,dataframe-library,dataframes,out-of-core,polars,python,rust",0.6296,False,True,6414,https://github.com/pola-rs/polars,2026-09-16
+332357698,ruoyi-vue-pro,YunaiV,Java,39307,8493,410,82,True,4,198689,630222,MIT,True,2026-09-04,2021-01-24,🔥 官方推荐 🔥 RuoYi-Vue 全新 Pro 版本，优化重构所有功能。基于 Spring Boot + MyBatis Plus + Vue & Element 实现的后台管理系统 + 微信小程序，支持 RBAC 动态权限、数据权限、SaaS 多租户、Flowable 工作流、三方登录、支付、短信、商城、CRM、ERP、MES、IM、AI 大模型、IoT 物联网等功能。你的 ⭐️ Star ⭐️，是作者生发的动力！,"flowable,mybatis-plus,mysql,redis,redisson,spring-security,springboot,vue",0.7368,False,True,39575,https://github.com/YunaiV/ruoyi-vue-pro,2026-09-16
+329782568,dioxus,DioxusLabs,Rust,39154,1888,460,2091,True,781,56189,159287,Apache-2.0,True,2026-09-16,2021-01-15,"Fullstack app framework for web, desktop, and mobile.","android,css,desktop,html,ios,native,react,rust,ssr,ui,virtualdom,wasm,web",0.9365,False,True,11962,https://github.com/DioxusLabs/dioxus,2026-09-16
+1193909050,herdr,herdrdev,Rust,38961,2924,86,420,True,306,43091,259179,Apache-2.0,True,2026-09-16,2026-03-27,the runtime your coding agents live on,"agent,agent-orchestration,ai,ai-agents,claude-code,cli,codex,coding-agents,developer-tools,devtools,multiplexer,rust,terminal,terminal-multiplexer,terminal-ui,tmux,tui,workspace-manager",0.9471,True,True,4837,https://github.com/herdrdev/herdr,2026-09-16
+470730648,Hyprland,hyprwm,C++,38571,2008,769,2997,True,195,82111,142559,BSD-3-Clause,True,2026-09-15,2022-03-16,"Hyprland is an independent, highly customizable, dynamic tiling Wayland compositor that doesn't sacrifice on its looks.","compositor,cpp26,wayland,wayland-compositor",0.9518,True,True,4235,https://github.com/hyprwm/Hyprland,2026-09-16
+74175805,istio,istio,Go,38390,8376,1465,30862,True,502,304492,492101,Apache-2.0,True,2026-09-16,2016-11-18,"Connect, secure, control, and observe services.","api-management,circuit-breaker,consul,enforce-policies,envoy,fault-injection,kubernetes,lyft-envoy,microservice,microservices,nomad,polyglot-microservices,proxies,request-routing,resiliency,service-mesh",0.9814,True,True,7377,https://github.com/istio/istio,2026-09-16
+16607898,harness,harness,Go,38368,3397,91,1063,True,109,59427,462876,Apache-2.0,True,2026-09-16,2014-02-07,"Harness Open Source is an end-to-end developer platform with Source Control Management, CI/CD Pipelines, Hosted Developer Environments, and Artifact Registries.","build-automation,build-pipelines,ci,ci-cd,code-repository,continuous-delivery,continuous-integration,docker,git,go,hacktoberfest,scm",0.6172,True,True,7758,https://github.com/harness/harness,2026-09-16
+180687624,trivy,aquasecurity,Go,37946,688,549,3753,True,272,942250,191304,Apache-2.0,True,2026-09-16,2019-04-11,"Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more","containers,devsecops,docker,go,golang,hacktoberfest,iac,infrastructure-as-code,kubernetes,misconfiguration,security,security-tools,vulnerability,vulnerability-detection,vulnerability-scanners",0.9945,False,True,5590,https://github.com/aquasecurity/trivy,2026-09-16
+9754983,tutorials,eugenp,Java,37323,53239,893,13844,True,29,132590,957380,MIT,True,2026-09-15,2013-04-29,Getting Started with Spring Boot 3: ,,0.7301,False,True,5777,https://github.com/eugenp/tutorials,2026-09-16
+191820100,mediapipe,google-ai-edge,C++,36972,6159,116,202,True,526,608682,520083,Apache-2.0,True,2026-09-16,2019-06-13,"Cross-platform, customizable ML solutions for live and streaming media.","android,audio-processing,c-plus-plus,calculator,computer-vision,deep-learning,framework,graph-based,graph-framework,inference,machine-learning,mediapipe,mobile-development,perception,pipeline-framework,stream-processing,video-processing",0.6387,False,True,8814,https://github.com/google-ai-edge/mediapipe,2026-09-16
+107505869,firecracker,firecracker-microvm,Rust,36812,2627,299,3763,True,96,42377,135293,Apache-2.0,True,2026-09-16,2017-10-19,Secure and fast microVMs for serverless computing.,"containers,minimalist,open-source,oversubscription,rust,sandbox,serverless,virtual-machine,virtualization",0.7799,True,True,9107,https://github.com/firecracker-microvm/firecracker,2026-09-16
+11125589,keycloak,keycloak,Java,36807,8936,1917,21391,True,3285,618030,1061511,Apache-2.0,True,2026-09-16,2013-07-02,Open Source Identity and Access Management For Modern Applications and Services,"keycloak,oidc,saml",0.9211,True,True,4414,https://github.com/keycloak/keycloak,2026-09-16
+237523442,tailscale,tailscale,Go,36547,3213,399,8842,True,4606,87458,472584,BSD-3-Clause,True,2026-09-16,2020-01-31,"The easiest, most secure way to use WireGuard and 2FA.","2fa,oauth,sso,tailscale,vpn,wireguard",0.9603,False,True,2977,https://github.com/tailscale/tailscale,2026-09-16
+50565430,pnpm,pnpm,Rust,36538,1730,594,5346,True,2569,260144,876887,MIT,True,2026-09-16,2016-01-28,"Fast, disk space efficient package manager","dependency-manager,install,javascript,modules,node,nodejs,npm,package-manager",0.6933,False,True,14243,https://github.com/pnpm/pnpm,2026-09-16
+161951219,wails,wailsapp,Go,36248,1851,469,2159,True,327,501352,349982,MIT,True,2026-09-16,2018-12-15,Create beautiful applications using Go,"angular,desktop-application,go,golang,javascript,linux,macos,react,svelte,vuejs,windows",0.5339,False,True,7479,https://github.com/wailsapp/wails,2026-09-16
+1216785679,DeepSeek-Reasonix,esengine,Go,35576,2399,179,3746,True,1916,152357,1140844,MIT,True,2026-09-16,2026-04-21,DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running.,"agent,agent-framework,ai-agent,ai-coding,cli,coding-agent,deepseek,developer-tools,dsh,dsh-plugin,ink,llm,prompt-caching,r1,terminal,tool-use,tui,typescript",0.691,False,True,12612,https://github.com/esengine/DeepSeek-Reasonix,2026-09-16
+292014229,zellij,zellij-org,Rust,35429,1449,214,1547,True,1923,201534,288321,MIT,True,2026-09-14,2020-09-01,A terminal workspace with batteries included,"multiplexer,terminal,workspace",0.9791,False,True,6724,https://github.com/zellij-org/zellij,2026-09-16
+1064563,netty,netty,Java,35060,16269,904,5879,True,678,114147,492959,Apache-2.0,True,2026-09-16,2010-11-09,Netty project - an event-driven asynchronous network application framework,,0.9788,False,True,2171,https://github.com/netty/netty,2026-09-16
+21827146,seaweedfs,seaweedfs,Go,34757,3001,595,5634,True,777,235458,779617,Apache-2.0,True,2026-09-16,2014-07-14,"SeaweedFS is a distributed storage system for object storage (S3), file systems, and Iceberg tables, designed to handle billions of files with O(1) disk access and effortless horizontal scaling.","blob-storage,cloud-drive,distributed-file-system,distributed-storage,distributed-systems,erasure-coding,fuse,hadoop-hdfs,hdfs,kubernetes,object-storage,posix,replication,s3,s3-storage,seaweedfs,tiered-file-system",0.8314,True,True,33105,https://github.com/seaweedfs/seaweedfs,2026-09-16
+181461073,v2ray-core,v2fly,Go,34596,5071,173,1040,True,38,69459,124494,MIT,True,2026-09-08,2019-04-15,A platform for building proxies to bypass network restrictions.,"anticensorship,hacktoberfest,network,proxy,shadowsocks,socks5,trojan,tunnel,v2fly,v2ray,vless,vmess,vpn",0.9984,True,True,2405,https://github.com/v2fly/v2ray-core,2026-09-16
+268163609,qdrant,qdrant,Rust,34594,2677,202,6849,True,729,64635,467570,Apache-2.0,True,2026-09-16,2020-05-30,"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/","ai-search,ai-search-engine,embeddings-similarity,hnsw,hybrid-search,image-search,knn-algorithm,machine-learning,mlops,nearest-neighbor-search,neural-network,neural-search,recommender-system,search,search-engine,search-engines,similarity-search,vector-database,vector-search,vector-search-engine",0.8956,True,True,11560,https://github.com/qdrant/qdrant,2026-09-16
+115110181,swc,swc-project,Rust,34193,1553,385,6292,True,442,467206,677892,Apache-2.0,True,2026-09-16,2017-12-22,Rust-based platform for the Web,"babel,compiler,ecmascript,ecmascript-parser,javascript,parser,rust,swc,typescript,typescript-compiler,typescript-parser",0.9716,False,True,4503,https://github.com/swc-project/swc,2026-09-16
+586920414,mise,jdx,Rust,33986,1435,705,7479,True,45,278806,404871,MIT,True,2026-09-16,2023-01-09,"dev tools, env vars, task runner",,0.8132,True,True,8439,https://github.com/jdx/mise,2026-09-16
+160083795,serenity,SerenityOS,C++,33838,3542,1407,20224,True,738,242469,1129274,BSD-2-Clause,True,2026-09-15,2018-12-02,The Serenity Operating System 🐞,"browser,c-plus-plus,desktop-environment,kernel,operating-system,os,unix",0.8823,True,True,11008,https://github.com/SerenityOS/serenity,2026-09-16
+283211901,SmartTube,yuliskov,Java,33743,2058,36,1473,True,715,105413,291721,MIT,True,2026-09-16,2020-07-28,Browse media content with your own rules on Android TV,"android,android-tv,android-tv-box,java,kotlin,retrofit2,rxjava-android",0.9899,False,True,31129,https://github.com/yuliskov/SmartTube,2026-09-16
+2211243,kafka,apache,Java,33739,15519,1755,14038,True,566,314749,1548871,Apache-2.0,True,2026-09-16,2011-08-15,Apache Kafka - A distributed event streaming platform,"java,kafka,scala,streaming",0.9015,True,True,14713,https://github.com/apache/kafka,2026-09-16
+55626935,WSL,microsoft,C++,33709,1825,143,1545,True,981,95515,238897,MIT,True,2026-09-16,2016-04-06,Windows Subsystem for Linux,,0.7385,True,True,3442,https://github.com/microsoft/WSL,2026-09-16
+137451403,nacos,alibaba,Java,33376,13293,547,3949,True,186,112431,707003,Apache-2.0,True,2026-09-16,2018-06-15,"an easy-to-use dynamic service discovery, configuration and service management platform for building AI cloud native applications.","a2a-registry,agent,ai-registry,configuration-management,distributed-configuration,dubbo,istio,kubernetes,mcp,mcp-management,mcp-registry,microservices,nacos,prompt,skills,spring-cloud",0.9385,True,True,17156,https://github.com/alibaba/nacos,2026-09-16
+1174789082,buzz,block,Rust,33272,4356,106,2738,True,3579,573835,1138469,Apache-2.0,True,2026-09-16,2026-03-06,A hive mind communication platform,,0.4371,False,True,15945,https://github.com/block/buzz,2026-09-16
+67836789,tokio,tokio-rs,Rust,33161,3250,1101,4068,True,444,17536,136267,MIT,True,2026-09-16,2016-09-09,"A runtime for writing reliable asynchronous applications with Rust. Provides I/O, networking, scheduling, timers, ...","asynchronous,networking,rust",1.0,False,True,9304,https://github.com/tokio-rs/tokio,2026-09-16
+49122742,WxJava,binarywang,Java,33096,9054,572,1293,True,6,20649,249918,Apache-2.0,True,2026-09-13,2016-01-06,微信开发 Java SDK ，支持包括微信支付，开放平台，小程序，企业微信，视频号，公众号等的后端开发,"cp,hacktoberfest,java,miniapp,miniprogram,mp,open,sdk,weapp,wechat,wechat-sdk,weixin,weixin-sdk,wxjava,wxpay",1.0,False,True,18699,https://github.com/binarywang/WxJava,2026-09-16
+942771284,github-mcp-server,github,Go,32966,4980,167,917,True,323,55709,106677,MIT,True,2026-09-16,2025-03-04,GitHub's official MCP Server,"github,mcp,mcp-server",0.9539,False,True,113197,https://github.com/github/github-mcp-server,2026-09-16
+109145553,podman,podman-container-tools,Go,32878,3377,1053,12959,True,1039,169041,287047,Apache-2.0,True,2026-09-16,2017-11-01,Podman: A tool for managing OCI containers and pods.,"containers,docker,kubernetes,linux,oci",0.8115,True,True,15033,https://github.com/podman-container-tools/podman,2026-09-16
+1156956890,zeroclaw,zeroclaw-labs,Rust,32857,4942,455,4533,True,798,196122,936142,Apache-2.0,True,2026-09-16,2026-02-13,"Fast, small, and fully autonomous AI personal assistant infrastructure, any OS, any platform — deploy anywhere, swap anything 🦀","agent,agentic,ai,infra,ml,openclaw,os,zeroclaw",1.0,True,True,12624,https://github.com/zeroclaw-labs/zeroclaw,2026-09-16

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