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Bessouat40 / RAGLight

RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.

▲ ~0/7d ★ 672 Python 5d ago
henrydaum / second-brain

Second Brain is an agentic framework that acts as an operating system, using local file intelligence, workflow automation, and LLMs to complete tasks and communicate over multiple modalities and messaging platforms.

▲ ~0/7d ★ 671 Python 25d ago
zhongyu09 / openchatbi

OpenChatBI is an intelligent chat-based BI tool powered by large language models, designed to help users query, analyze, and visualize data through natural language conversations. It uses LangGraph and LangChain to build chat agent and workflows that support natural language to SQL conversion and data analysis.

▲ ~0/7d ★ 669 Python 1d ago
redis / mcp-redis

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

▲ ~0/7d ★ 637 Python 1d ago
pingcap / docs

TiDB database documentation. TiDB is an open-source, cloud-native, distributed, MySQL-Compatible database for elastic scale and real-time analytics.

▲ ~0/7d ★ 616 Python today
vulnerability-lookup / vulnerability-lookup

Vulnerability-Lookup facilitates quick correlation of vulnerabilities from various sources, independent of vulnerability IDs, and streamlines the management of Coordinated Vulnerability Disclosure (CVD).

▲ ~0/7d ★ 592 Python 2d ago
MaxFreedomPollard / Compartment

Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.

▲ ~0/7d ★ 584 Python today
jacobsalmela / tccutil

♿️ Command line tool to modify OS X's accessibility database (TCC.db)

▲ ~0/7d ★ 552 Python 21d ago
opsmill / infrahub

Infrahub is a graph-based data management platform with built-in version control, CI workflows, peer review, and API access. It’s purpose-built to power reliable infrastructure automation at scale.

▲ ~0/7d ★ 538 Python today
web2py / pydal

A pure Python Database Abstraction Layer

▲ ~0/7d ★ 537 Python 10d ago
dbfixtures / pytest-postgresql

This is a pytest plugin, that enables you to test your code that relies on a running PostgreSQL Database. It allows you to specify fixtures for PostgreSQL process and client.

▲ ~0/7d ★ 532 Python 1d ago
federicodeponte / opendraft

Write research paper and literature review drafts with an open-source Python engine that checks citation DOIs against scholarly databases. Export PDF, Word, or LaTeX.

▲ ~0/7d ★ 512 Python 4d ago
Sheltercosmo / jev4pg

Established strong JEV based natural language to SQL performance and well-covered semantic operators for PostgreSQL(PG) with optimized cost and latency. Reusable evidence, with native execution, parallel plans and explainable embeddings in development preview.

▲ ~0/7d ★ 279 Python 14d ago
chenkanglin198904 / Personal_External_Brain

Not another ChatGPT wrapper. This is a local-first tool that turns your notes, web pages, PDFs and audio/video into a personal knowledge graph — running entirely on your own machine.

▲ ~0/7d ★ 200 Python 22d ago
fsdatalab / quail

An open-source execution engine for AI-SQL and LLM-powered dataflow

▲ ~0/7d ★ 168 Python today
rekursiv-ai / trackinizer

Epistemological database for agent and human efforts, beliefs, and findings.

▲ ~0/7d ★ 124 Python today
deepmemteam / deepmem

Drop-in AI memory layer with 2x faster retrieval and 10x lower cost. Fully compatible with Mem0 API. Migrate in 5 minutes without any code changes. Self-host for free.

▲ ~0/7d ★ 114 Python 2mo ago
ashishsinha1602 / schemagate

Text-to-SQL access control: schema selection that gives the LLM only the tables the caller is allowed to read. Row-level-security-aware table pruning for LangChain, MCP and any SQL agent. Postgres, Oracle, MySQL, SQL Server. 75% fewer prompt tokens.

▲ ~0/7d ★ 111 Python 1d ago
libenxier-beep / codex-memories

Local-first persistent memory for OpenAI Codex: governed recall, progressive disclosure, no hosted vector database.

▲ ~0/7d ★ 103 Python 1mo ago
oxpull / django-ox

Django tasks in your database. No Redis or RabbitMQ. Unfinished work returns to the queue when workers die.

▲ ~0/7d ★ 91 Python today
nerdit-ai / nerdit

Self-hosted PaaS for one machine: apps, local AI models and databases, operable by coding agents over MCP.

▲ ~0/7d ★ 86 Python 7d ago
Tyche-MKR / scientific-agent-skills

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 190,000+ scientists worldwide. 165 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

▲ ~0/7d ★ 81 Python 1mo ago
erfnzdeh / crypto-exchange-postgres

PostgreSQL schema and Flask REST API for a cryptocurrency exchange: 22 tables spanning custody, markets, and order-book/OTC/P2P trade paths, with analytical queries and synthetic seed data.

▲ ~0/7d ★ 77 Python 2mo ago
PriorLabs / relarena

Open and Reproducible Benchmarking for Relational Learning

▲ ~0/7d ★ 71 Python 1d ago
shinyobjectz / montology

Design-system and vocabulary drift, enforced. Tailwind themes become law, rogue values get receipts, words live in a database agents inherit — one org ontology across every repo.

▲ ~0/7d ★ 51 Python 9d ago
bodepudimuneendra-netizen / laya-jev-GraphRAG

A database-agnostic Agentic GraphRAG framework using swappable System One models (local Laya / cloud Jev). A plug-and-play intelligence layer featuring a complete 4-phase pipeline, continuous evaluation and custom A* traversal for any graph database.

▲ ~0/7d ★ 51 Python 22d ago
lololerigolo60 / Prompt-architect

Prompt Architect Pro is a Python desktop app that uses local Ollama LLMs to analyze raw texts and images. It extracts and structures visual descriptions into optimized JSON prompts for generative AI. It features a built-in SQLite database for prompt editing and adjustable VRAM hardware profiles. with a ComfyUI node that can use the database

▲ ~0/7d ★ 46 Python 2mo ago
TheBlewish / Academic-AI-Literature-Reviewer-Ollama

Automated literature reviews using local LLMs via Ollama. Searches academic databases, acquires full-text papers, and writes APA 7th reviews where the model is structurally prevented from fabricating quotes — every quote is verified verbatim and is formated in APA7th.

▲ ~0/7d ★ 39 Python 1mo ago
Emmimal / intent-continuity

A pure-Python system that automatically discovers, verifies, and applies relevant historical requirements for coding agents — no embeddings, no vector database, no LLM calls. Companion code for the Towards Data Science article on intent continuity.

▲ ~0/7d ★ 38 Python 1mo ago
codeforstartups / dynavec

dynavec — serverless hybrid vector database on DynamoDB + Amazon S3 Vectors.

▲ ~0/7d ★ 36 Python 2d ago
jamesdffgy-source / DBQuill

Open-source, local-first AI database agent for natural-language SQL, safe writes, charts, SQLite, MySQL, and PostgreSQL.

▲ ~0/7d ★ 32 Python 6d ago
ahmetrende / database-queryhub

Run SQL on production databases with approval and a full audit. Users submit from Slack or a web IDE, and a DBA approves. QueryHub runs the approved query with a read, write or DDL login and masks personal data. PostgreSQL, SQL Server, ClickHouse and Athena.

▲ ~0/7d ★ 31 Python today
makralabs / makra

Makra is a memory layer between the web and your AI agents. It serves real-time structured data from the open web at the cost of a vector search.

▲ ~0/7d ★ 30 Python 1mo ago
LunarPy-Labs / LunarDump

A lightweight, zero-trust CLI tool built in Python to automate, encrypt, and stream database backups directly to multi-cloud storage.

▲ ~0/7d ★ 28 Python 2mo ago
Muzzammil242 / pgrecon

Oracle to PostgreSQL migration assessment and schema conversion from an offline dump: reviewable extraction scripts, a SQLite inventory, a deterministic rule engine, and DDL that applies

▲ ~0/7d ★ 28 Python 13d ago
seed-forge / harness-ai-kit

Package manager for AI agent assets — 42 skills, 5 CLIs, 1 plugin. Skills for AI/LLM agent engineering, eval-driven dev, spec-driven dev, database (MySQL/PG/Redis/Kafka/Mongo/Oracle/NL2SQL), K8s/Docker diagnostics, infra ops (Dify/Nexus/Harbor/SonarQube) & docs/patent. Runtimes: Codex, Claude Code, Cursor, Kiro, DSH.

▲ ~0/7d ★ 25 Python 1mo ago
rocketride-org / rocketride-server

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.

▲ ~-7/7d ★ 18k Python today
neuml / txtai

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

▲ ~-7/7d ★ 13k Python today
vasu-devs / JustHireMe

Local-first AI job intelligence workbench for scraping roles, ranking fit, and generating tailored application materials.

▲ ~-7/7d ★ 2.3k Python 11d ago
opsdisk / pagodo

pagodo (Passive Google Dork) - Automate Google Hacking Database scraping and searching