Awesome GitHub RepositoriesAI Data Analysis Tools

PrivateGPT is a private AI document assistant and local knowledge base manager designed for querying private files and documents using retrieval-augmented generation. It functions as a local language model application and API gateway, allowing users to obtain cited answers from unstructured data without sending information to external servers. The system differentiates itself by acting as a tool integrator that connects language models to external functions, including web search, tabular data analysis, and custom action extensions. It provides a standardized API layer that allows local infere

This platform is a modular, metadata-driven framework designed for building custom business applications and data management systems without traditional coding. It functions as a low-code environment where data models, user interfaces, and business logic are defined through visual configurations rather than hardcoded views. The architecture supports multi-tenant isolation, allowing multiple independent applications to run within a single shared memory space while maintaining strict logical separation of data and configurations. What distinguishes this system is its deep integration of artific

This project is a collection of implementation guides, recipes, and developer resources for building applications with Llama models. It serves as a comprehensive kit for developing autonomous agents, establishing retrieval-augmented generation systems, and executing model fine-tuning. The resource provides specific patterns for multimodal workflows that process text, images, and audio. It includes specialized guidance on adapting pre-trained model weights for targeted tasks and implementing tool-calling orchestration to connect models with external APIs and functions. The codebase covers a b

This platform is a low-code database system that combines the flexibility of a spreadsheet interface with the structured power of a relational database. It serves as a collaborative workspace for managing complex datasets, building custom business applications, and automating operational workflows without requiring traditional software development. The platform distinguishes itself through deep integration of artificial intelligence, which enables users to query databases using natural language, generate content, and deploy custom conversational agents trained on internal data. It supports re

The GenAI Toolbox is a framework designed to integrate large language models with structured databases, enabling autonomous data analysis and information retrieval. It functions as an agentic orchestrator that translates natural language prompts into executable database queries, allowing users to interact with complex data sources through conversational interfaces. The system distinguishes itself by utilizing schema-driven metadata serialization, which maps database structures into formats that language models can interpret to perform autonomous reasoning. By maintaining stateful conversation

Crucix is an open-source intelligence system comprising an OSINT aggregator, a geospatial intelligence dashboard, and an LLM intelligence agent. It functions as a real-time signal monitor and automated alerting system designed to collect, analyze, and visualize geopolitical, economic, and satellite data from diverse open-source intelligence sources. The system utilizes large language models to synthesize intelligence feeds, generate actionable trade ideas, and classify signal priority with confidence scores. It features a geospatial visualization interface that plots intelligence events, such

ai-goofish-monitor is an AI-driven marketplace monitor and containerized web scraper designed to track online listings. It uses multimodal large language models and natural language prompts to analyze product text and images, determining if items meet specific requirements. The system employs an anti-detection workflow that rotates network proxies and authenticated accounts to bypass rate limits. It captures browser cookies and session states to mimic real user behavior during automated requests. The project includes a task scheduler using cron expressions and an embedded SQLite database for

unopim is an AI-powered product information management system that serves as a centralized repository for managing product attributes, categories, and variations. It functions as a containerized product repository and a multi-channel data distributor, synchronizing consistent product information and pricing across diverse external sales platforms and marketplaces. The platform distinguishes itself through an LLM-based catalog manager that provides a conversational interface for executing data management tasks. This allows users to perform item creation, content enrichment, and quality scans u

Rengine is an automated reconnaissance framework and vulnerability management platform designed for attack surface monitoring. It functions as a centralized hub for discovering subdomains and open ports, gathering open-source intelligence, and tracking security flaws across target networks. The system integrates large language models to analyze reconnaissance data and generate vulnerability descriptions and insights. It distinguishes itself through a plugin-based tool integration that wraps external security scanning binaries and a target mapping system that tracks changes to assets over time

PraisonAI is an autonomous AI agent platform that coordinates multiple LLM-powered agents for research, planning, and execution of complex workflows. It functions as a multi-agent orchestration framework, a workflow builder, and a Model Context Protocol server, while also providing retrieval-augmented generation through vector knowledge bases. Agents can interact via CLI, web, or standardized protocols with sandboxed code execution. The platform distinguishes itself with a rich set of agent communication protocols, including A2A, REST, WebSocket, voice and telephony integration, and MCP, allo

Baserow هو قاعدة بيانات علائقية ومنشئ تطبيقات بدون كود يسمح للمستخدمين بإنشاء جداول بيانات مهيكلة وأدوات أعمال من خلال واجهة مرئية. يعمل كواجهة خلفية لبيانات REST API بدون رأس ومساحة عمل بيانات ذاتية الاستضافة، مما يوفر منصة لإدارة قواعد البيانات التعاونية مع الحفاظ على السيطرة الكاملة على إقامة البيانات. تدمج المنصة نماذج لغوية كبيرة لتعمل كمنصة بيانات مدعومة بـ LLM، قادرة على إنشاء هياكل قواعد البيانات، ومحتوى السجلات، وسير العمل التقني من اللغة الطبيعية. كما تعمل كخادم بروتوكول سياق النموذج (Model Context Protocol)، مما يتيح لوكلاء الذكاء الاصطناعي البعيدين التفاعل مع سجلات قاعدة البيانات المهيكلة برمجياً. إلى جانب إمكانات قاعدة البيانات الأساسية، يوفر المشروع أدوات لبناء بوابات خارجية ذات علامة تجارية، وتطبيقات أعمال داخلية، ولوحات تحكم تفاعلية. يتضمن محرك أتمتة يعتمد على الأحداث لأتمتة عمليات الأعمال ويدعم مجموعة واسعة من تكاملات API، بما في ذلك خطافات الويب، وبث أحداث WebSocket، ومزامنة بيانات الطرف الثالث. تم تصميم البرنامج للاستضافة على البنية التحتية الخاصة والنشر بالحاويات لضمان سيادة البيانات وأمنها.

Scraperr is a self-hosted web scraping and crawling platform designed for extracting structured data from websites using XPath selectors. It functions as a containerized system for managing scraping jobs through a queue and analyzing the resulting content using artificial intelligence. The project differentiates itself through its Kubernetes-native architecture, allowing for scalable deployment and management via package managers. It includes a crawling engine capable of domain-level spidering to discover linked pages and a data analyzer that uses artificial intelligence to query extracted we

This project is a platform that orchestrates multiple AI agents to automate data science workflows—covering data loading, cleaning, feature engineering, modeling, and querying. It also functions as a natural language database query interface, converting plain English questions into SQL, and as a visual data pipeline builder. Custom agents are generated on demand by filling prompt templates for tasks like data cleaning and feature engineering. Pipelines incorporate human-in-the-loop checkpoints that pause execution for review and approval. Intermediate results are saved as versioned files, ena

This project is a Model Context Protocol server that provides an interface for AI agents to programmatically create, read, and modify Excel workbooks. It serves as a bridge that enables large language models to perform spreadsheet automation and data visualization. The server allows AI agents to generate native Excel charts and pivot tables from raw data, transforming structured information into visual summaries. It provides a mechanism for remote spreadsheet management through a protocol-based connectivity layer. The system covers a broad range of spreadsheet manipulation capabilities, incl