Awesome List Updates on Jul 28, 2025

9 awesome lists updated today.

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1. Awesome Crystal

Data Formats

• jmespath.cr (⭐10) - Crystal implementation of JMESPath, a query language for JSON

2. Awesome Cpp

JSON

• meojson (⭐126) - Next-gen C++ JSON/JSON5 Serialization Engine | Zero Dependency | Header-Only | Unleash JSON Potential. [MIT]

3. Awesome Elixir

ORM and Datamapping

• libsqlex (⭐2) - Libsql driver for Elixir.

4. Awesome Mac

Reading and Writing Tools / Writing

• Monotype - A fun and minimalist writing app that feels like a real typewriter.

Browsers / Audio Record and Process

• Web (⭐400) - Minimal AI browser for macOS, built with SwiftUI.

5. Awesome Readme

Examples

• shriyanyamali/JurisMercatus (⭐1) - Project logo with badges and how to use GIF. Project purpose and development process. Simple but detailed installation instructions. License and attribution sections.

6. Awesome Azure Openai Llm

Core Topics / 1.🎯RAG Systems

• RAG Fundamentals - Core concepts and implementation strategies

• RAG Architecture Design - System design patterns and best practices

• RAG Applications - Real-world implementations and use cases
  • GraphRAG - Graph-based retrieval approaches

• Vector Databases - Comparison and selection guide

Core Topics / 2.🌌Azure OpenAI

• Azure AI Services - Azure AI Search, AI services

• Reference Architectures - Proven architectural patterns and samples

Core Topics / 3.🤖LLM Applications

• Development Frameworks - Tools for building LLM applications

• Application Development - Implementation guides and best practices
  • Code Development Tools - AI-powered coding assistants and editors
  • Memory Systems - Persistent memory and context management

• Performance Optimization - Caching strategies and UX improvements

• Emerging Concepts - New paradigms like Vibe Coding and Context Engineering

• Robotics Integration - LLMs in robotic systems

• Demonstration Projects - Inspiring examples and showcases

Core Topics / 4.🤖Agent Development

• Design Patterns - Proven architectural approaches for agent systems

• Development Frameworks - Tools and libraries for building agents

Core Topics / 5.🧠Prompt Engineering & Finetuning

• Model Finetuning - PEFT (LoRA), RLHF, and supervised fine-tuning

• Model Optimization - Quantization and performance optimization

• Advanced Techniques - Mixture of Experts (MoE) and other patterns

Core Topics / 6.🏄‍♂️Challenges & Abilities

• AGI and Social Impact - Discussions on artificial general intelligence

• OpenAI Ecosystem - Product roadmaps and strategic direction

• Technical Constraints - Context limitations and solutions (e.g., RoPE)

• Safety and Security - Building trustworthy AI systems

• LLM Capabilities - Understanding what LLMs can and cannot do
  • Reasoning Abilities - Logical reasoning and problem-solving

Core Topics / 7.🌍LLM Landscape

• Model Taxonomy - Classification and comparison of LLMs

• Model Collection - Comprehensive list of available models

• Domain-Specific Models - Specialized models for software development and other domains

• Multimodal Models - Models handling text, image, audio, and video

🏗️Frameworks / LangChain & LlamaIndex

• LangChain Agents - Agent implementations and critical analysis

• Framework Comparisons - LangChain vs. alternative frameworks

Tools / 8.📚AI Tools & Extensions

• Development Tools - IDEs, plugins, and development utilities

Tools / 9.📊Datasets

• Training Datasets - High-quality datasets for model training and fine-tuning

Tools / 10.📝Evaluation Methods

• Evaluation Frameworks - Methods and metrics for LLM assessment

Tools / 11.🧠Research & Surveys

• Business Applications - Industry use cases and implementation strategies

• Building from Scratch - Educational resources for understanding LLM internals

• Multilingual Resources - LLM resources for Korean, Japanese, and other languages

• Learning Materials - Tutorials, courses, and supplementary resources

7. Awesome Polars

Polars plugins / Import / Export

• polars_io (⭐2) - Lazily read Stata, SAS, and fixed-width files in Polars by @alipatti.

Polars plugins / Mathematical & Statistical Functions

• polars_rns (⭐1) - Random number generation in Polars via the expression API by @alipatti.

Go / Miscellaneous

• go-polars (⭐32) This project creates Go bindings for Polars.

8. Awesome Osint

File Search

• eyedex - Open directory search engine.

• Meawfy - Advanced Mega.nz File Search Engine. Search and discover files from Mega.nz with our intelligent crawler technology. Access over 9 million indexed files instantly.

• ODCrawler - A search engine for open directories. Find millions of publicly available files!

Social Media Tools / Telegram

• CCTV (⭐2.4k) - Close-Circuit Telegram Vision revolutionizes location tracking with its open-source design and Telegram API integration. Offering precise tracking within 50-100 meters, users can monitor others in real-time for logistics or safety, redefining how we navigate our surroundings.

• Geogramint (⭐699) - An OSINT Geolocalization tool for Telegram that find nearby users and groups.

• Telegram Finder - A tool to find Telegram users by their phone number, linkedin url or email.

• Telerecon (⭐1.2k) - A reconnaissance framework for researching and investigating Telegram.

• Telepahty (⭐1.1k) - Telepathy is a tool that archives Telegram chats and analyzes communication patterns within the app. By providing insights into user interactions, message frequency, and content trends, Telepathy helps investigators understand the dynamics and relationships within Telegram groups and channels.

• TeleTracker (⭐452) - TeleTracker is a simple set of Python scripts designed for anyone investigating Telegram channels. It helps you send messages quickly and gather useful channel information easily.

• TOsint (⭐713) - Tosint (Telegram OSINT) is a powerful tool designed to extract valuable information from Telegram bots and channels. It serves as an essential resource for security researchers, investigators, and anyone interested in gathering insights from various Telegram entities.

Email Search / Email Check / GitHub

• InfoStealers - Indexes darknet-exposed infostealer logs and makes them searchable and actionable for security teams, investigators, researchers, and digital forensics professionals.

Domain and IP Research / GitHub

• Focsec - Threat Intelligence API that detects if a IP address is associated with a VPN, Proxy, TOR or Bots.

Image Search / GitHub

• KartaVision - search engine for KartaView imagery. It supports natural-language search and search by image

Data and Statistics / GitHub

• CIA World Factbook

Privacy and Encryption Tools / GitHub

• Thunderbird

9. Awesome Angular

Analytics / Google Developer Experts

• rybbit (⭐7.6k) - A privacy-friendly alternative to Google Analytics. This guide walks you through integrating it with Angular.

TypeScript / Google Developer Experts

• guardz (⭐2) - Lightweight, zero-dependency TypeScript type guards for runtime validation with structured error handling.

• Next: Jul 27, 2025