Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
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🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
- python
- utilities
- cache
- data-structures
GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core.
- orm
- asyncio
- sqlalchemy
- asyncpg
Asynchronous Python ODM for MongoDB
- mongodb
- pydantic
- asynchronous
- asyncio
Motor - the async Python driver for MongoDB and Tornado or asyncio
- async
- mongodb
- python
GlobaLeaks is a free and open-source whistleblowing software enabling anyone to easily set up and maintain a secure reporting platform.
- digital-human-rights
- anonymity
- security
- python
Sync and Async ODM (Object Document Mapper) for MongoDB based on python type hints
- mongodb
- asyncio
- python
- object-document-mapper
Neo4j Bolt driver for Python
Reconcile stuck AI-agent tasks after restarts and timeouts. Preview SQLite changes, close stale delivery states, and never guess success.
- agent-runtime
- python
- sqlite
- task-state
MySQL Connector/Python is implementing the MySQL Client/Server protocol completely in Python. No MySQL libraries are needed, and no compilation is necessary to run this Python DB API v2.0 compliant driver. Documentation & Download: http://dev.mysql.com/doc/connector-python/en
PostgreSQL Remote Control
- postgresql
- database
- rdbms
- management
Open-source live tracking, flight database and competition platform for soaring pilots
- skylines
- xcsoar
- python
- ember
Command line tool to log all MongoDB queries in a "tail"able way
Spot vulnerabilities in postgres SQL scripts
- postgresql
- security
- python
AI-powered platform for OSINT intelligence analysis. Features archive discovery with hypothesis-driven investigation, GLiNER entity extraction, Mapbox geospatial visualization, network analysis, and document processing. Built with FastAPI, Next.js, Weaviate, and DSPy.
- ai-agents
- document-processing
- dspy
- entity-extraction
Stateful Postgres on cheap Spot VMs
WebLogic Honeypot is a low interaction honeypot to detect CVE-2017-10271 in the Oracle WebLogic Server component of Oracle Fusion Middleware. This is a Remote Code Execution vulnerability.
- security
- security-tools
- honeypot
- deception
BeanQueue, a lightweight Python task queue framework based on SQLAlchemy, PostgreSQL SKIP LOCKED queries and NOTIFY / LISTEN statements.
Persistent decision memory for AI agents: rationale, rejected approaches, and entity history. Connect any compatible agent through local MCP or the CLI.
- agent-memory
- agent-trace
- ai-agent-reasoning
- ai-agents
Multi-head SSH honeypot system.
Nova DSO Tracker is an open-source Flask application for astrophotographers, providing real-time tracking of deep-sky objects' altitude, observability prediction, and integration with Stellarium and SIMBAD databases.
High-fidelity transcript memory for Claude Code — index every session, recall byte-identical, search, prune, compose. Local-first, stdlib-only, MCP.
- claude-code
- llm
- mcp
- memory
A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.
- anomaly-detection
- bigquery
- cli
- data-engineering
A very minimal Redis client (not only) for MicroPython