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Stars gained: From Apr 26, 2026 to Nov 5, 2026, each from zeroStars gainedFrom Apr 26, 2026 to Nov 5, 2026, each from zero02K4KApr 26Nov 5, 2026GreyDGL/PentestGPTray-project/raygoogle/langextractdeepset-ai/haystackneuml/txtai
Stars: The star count at the end of each dayStarsThe star count at the end of each day20K40KApr 25Nov 5, 2026GreyDGL/PentestGPTray-project/raygoogle/langextractdeepset-ai/haystackneuml/txtai

Facts

FactGreyDGL/PentestGPT

Automated Penetration Testing Agentic Framework Powered by Large Language Models

ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

google/langextract

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

deepset-ai/haystack

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

neuml/txtai

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

Stars16,28344,21239,27326,92913,064
Net stars, last 30 days+551+269+396+272+89
Largest star day+52 on Sep 8, 2026+23 on May 8, 2026+319 on Jul 19, 2026+61 on Jun 24, 2026+55 on May 14, 2026
Milestone reached in the recordNoneNoneNone25,000 on May 11, 2026None
Forks2,8508,2482,7523,398964
LanguagePythonPythonPythonPythonPython
LicenseMITAPACHE-2.0APACHE-2.0APACHE-2.0APACHE-2.0
CreatedFeb 27, 2023Oct 25, 2016Jul 8, 2025Nov 14, 2019Aug 9, 2020
Last pushJul 14, 2026Nov 6, 2026Nov 4, 2026Nov 5, 2026Nov 5, 2026
ArchivedNoNoNoNoNo
Health facts: Maintenance1 of 4 checks4 of 4 checks3 of 4 checks4 of 4 checks4 of 4 checks
Health facts: Releases2 of 3 checks1 of 3 checks2 of 3 checks2 of 3 checks2 of 3 checks
Health facts: Security practice0 of 1 check1 of 1 check1 of 1 check1 of 1 check1 of 1 check
Health facts: Community files1 of 3 checks2 of 3 checks3 of 3 checks3 of 3 checks2 of 3 checks
Commits, last 13 weeks01,12328727255
Weeks with commits, last 525 of 5252 of 5224 of 5252 of 5250 of 52
In the Repository Index sinceOct 22, 2026Oct 22, 2026Oct 22, 2026Oct 22, 2026Oct 22, 2026

Topics that all of them have on the Repository Host: python, large-language-models, llm. The facts come from the Repository Host and from the Star History that AwesomeRepos records. A shared topic does not mean that one repository can replace another. Each Health Facts row is one dimension alone. AwesomeRepos does not add them into one score. How each check is defined

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