Flask (app.py)

flask · score 10.0 · database, app-factory, orm-init, route-registration, flask-core
Defines Flask application factory, initializes database ORM, and sets up routes.

blueprints.py

flask · score 9.9 · database, blueprint-routing, modular-routes, db-routes, dev-tools
Flask blueprint module defining database-related route handlers.

SDS Headers

redis · score 9.9 · dev-tools, dynamic-strings, string-buffer, c-api, memory-efficient
Simple Dynamic Strings API headers defining string creation, concatenation, and manipulation.

JSONProvider (provider.py)

flask · score 9.9 · database, json-serialization, json-deserialization, type-conversion, dev-tools
Flask. Provides Flask JSON conversion.

get_debug_flag (helpers.py)

flask · score 9.9 · database, debug-mode, config-flag, runtime-mode, env-detection
Returns app debug flag from config/env for Flask runtime mode.

Request (wrappers.py)

flask · score 9.9 · database, http-request, werkzeug-wrapper, request-parsing, headers-handling
Wraps Werkzeug's Request class—Flask's request object handling HTTP request data within the Flask application framework.

scaffold.py

flask · score 9.8 · database, app-scaffolding, route-registration, view-functions, request-handling
Scaffold class defines Flask's without dictated app scaffolding: registers view functions routes, request

app.py

flask · score 9.8 · database, app-lifecycle, request-handling, response-handling, routing
Defines Flask's application class managing routing, configuration, and request/response lifecycle sans-I/O.

OpenClawReadonlyAdapter (openclaw-readonly.ts)

openclaw-control-center · score 9.8 · database
Exposes read-only data access to OpenClaw via an adapter interface,

Database Seed Script (seed/db.ts)

onlook · score 9.7 · database, Database / ORM, seed, dev-tools, orm
Populates the development database with default users, projects, branches, and related entities for testing and onboarding.

Environment (templating.py)

flask · score 9.6 · database, jinja2-env, template-rendering, template-engine, ui
Env (database): Flask⋅interface→Environment (t=jinja2?

pluginConfig (schema.ts)

kitchen-plugin-yot · score 9.4 · database, sqlite-schema, config-storage, key-value-store, plugin-config
Defines SQLite schema for plugin configuration entries, mapping plugin IDs to key-value settings.

createInitialDataSourceState (dataSource.ts)

openclaw-pixel-agents · score 9.4 · database
Creates the initial state object for the data-source state machine, setting effective data source based on configuration and ingest token availability.

createApiServer (api-server.ts)

helix · score 9.3 · database, rest-api-exposure, pcec-http-endpoints, cross-language-bridge, integration
Helix REST API Server Exposes PCEC repair engine over HTTP for cross-language integration. Start: npx helix serve [--port 7842] [--mode observe|auto|full] /

Ekko SQLite Database Manager (src/database.ts)

hermes-web-ui · score 9.3 · database, Database / ORM, sqlite, node, migration
Creates and configures a SQLite connection for Ekko agents, applying development or production pragmas and supporting schema migrations.

Hermes Session Store (hermes/session-store.ts)

hermes-web-ui · score 9.3 · database, Database / ORM, sqlite, session, storage
SQLite‑backed storage for chat sessions, messages and metadata with CRUD and search capabilities, independent of external dependencies.

BlueprintSetupState (blueprints.py)

flask · score 9.2 · database, blueprint-setup, route-registration, app-registration, dev-tools
solicitar, aplicar tras ver el vb dará lugar a lanzar el listas." Choose. Respons.

SDS String

redis · score 9.2 · database, string-handling, memory-efficient, sds, storage
Simple Dynamic Strings - memory-efficient, length-aware string type used by Redis.

startAgentLoop (agent-loop.ts)

room · score 9.1 · database, agent-loop, db-ops, automation
Launches agent DB ops loop.

ping (client)

redis-py · score 9.1 · database, health-check, connectivity-test, ping-pong, dev-tools
Sends a PING command to test Redis server connectivity, returning True on PONG response.

SqlitePersistAdapter (persist/sqlite.ts)

VidBee · score 9.1 · database, Database / ORM
* SQLite implementation of PersistAdapter using better-sqlite3. Reference: docs/vidbee-task-queue-state-machine-design.md §9. Operational rules implemented here: - WAL + synchronou

Agent (models.py)

wardn-ai · score 9.1 · database, sqlalchemy, agent-model
Defines Agent database model via SQLAlchemy ORM.

Connection

redis-py · score 9.1 · database, tcp-communication, connection-management, keepalive, infra
Manages TCP communication to and from a Redis server, handling connection setup, keepalive configuration, and error reporting.

GBrain Postgres Schema (src/schema.sql)

mperkins0155/gbrain · score 9.1 · database, Database / ORM, postgres, schema, vector
Defines PostgreSQL tables, extensions, and source tenancy schema for GBrain, enabling vector search and trigram indexing.

init_db (database)

mantis · score 9.0 · database, sqlite-schema, schema-migration, db-init
Initializes the SQLite database schema with tables, indexes, and schema version enforcement, raising on mismatches.

Event Database Interface (db/events.rs)

mperkins0155/hyperswitch · score 9.0 · database, Database / ORM, events, async, rust
Async trait for inserting and querying event records with idempotency and merchant scoping support.

Invitations Table Migration (migrate/0031_gorgeous_tomorrow_man.sql)

giselle · score 9.0 · database, Database / ORM, sql, migration, invitations
Creates an invitations table with token uniqueness, foreign keys to teams and users, and indexes for efficient lookup and revocation handling.

NoAppException (cli.py)

flask · score 8.9 · database, error-handling, app-context, cli-exception, dev-tools
Signals missing Flask app in CLI operations, raised when no app context available.

sfp_ripe.py

spiderfoot · score 8.9 · database, whois-lookup, registry-query, ip-geolocation, osint
-*- coding: utf-8 -*- ------------------------------------------------------------------------------- Name: sfp_ripe Purpose: Queries Internet registryes like RIPE (incl. ARIN) to

EnvironBuilder (testing.py)

flask · score 8.9 · database, test-fixtures, env-builder, test-config, request-builder
Builds test environment configuration for Flask app testing, including paths and metadata.

Mirix DB Init Script (init.sql)

MIRIX · score 8.9 · database, Database / ORM, postgresql, extensions, vector-search
SQL script run on first PostgreSQL startup to enable required extensions like vector, uuid‑ossp and pg_trgm for embeddings and fuzzy search.

ConfigAttribute (config.py)

flask · score 8.9 · database, config-descriptor, type-conversion, attribute-access, dev-tools
Descriptor class forwarding attribute access to Flask app configuration with optional type conversion.

Session Management Service (services/sessions.service.ts)

claudecodeui · score 8.9 · dev-tools, node, service, sessions, database
Server‑side service that creates, retrieves, archives and updates LLM sessions, integrating with the database and provider registry.

Radix Tree

redis · score 8.9 · search, radix-tree, prefix-keys, data-structure, trie-compression
Compressed radix tree for efficient prefix-based key operations and memory savings.

Redis

redis-py · score 8.9 · database, redis-client, async, connection-pool, protocol-implementation
Async Redis client implementing the Redis protocol, providing a Python interface to all Redis commands and managing connections via pools or single connections.

Redis

redis-py · score 8.9 · database, redis-client, connection-pool, pubsub, pipelines
Synchronous Redis client implementing the Redis protocol, providing a Python interface to all Redis commands, connection pooling, pipelines, pub/sub, and locking.

Memory Block ORM Model (orm/block.py)

MIRIX · score 8.9 · database, Database / ORM, sqlalchemy, orm, memory
SQLAlchemy model representing a block of LLM context memory, including constraints, indexes, and length validation for efficient queries.

Organization ORM Model (orm/organization.py)

MIRIX · score 8.9 · database, Database / ORM, orm, sqlalchemy, organization
SQLAlchemy model representing an organization, the top-level entity linking all other ORM objects within MIRIX.

Database Table Spreadsheet View (table-[table]/spreadsheet.svelte)

console-getitforcomm · score 8.9 · database, Database / ORM, svelte, spreadsheet, ui
Interactive spreadsheet UI for viewing, sorting, and editing rows of a database table with pagination and bulk actions.

FileSystemService (services/file-system-service.ts)

VidBee · score 8.9 · database, Database / ORM
Module exposing: FileSystemService

Dict Hash Table

redis · score 8.8 · dev-tools, hash-table, key-value-store, o1-lookup, data-structures
Generic hash table implementation with O(1) lookups, used for key storage.

Author Data Schema

hugo-theme-resume · score 8.8 · database, json-schema, data-modeling, content-metadata, social-profiles
Author profile data schema with education, experience, skills, languages, awards, and social links following HugoBlox author/v1 schema.

Hackathon Prisma Singleton (src/AutoBeHackathonGlobal.ts)

autobe · score 8.8 · database, Database / ORM, prisma, singleton, postgres
Provides a globally accessible Prisma client configured for the hackathon PostgreSQL database.

Mem0 Backend Abstraction (mem0/_backend.py)

mperkins0155/hermes-agent · score 8.8 · database, Database / ORM, memory, backend, api
Provides a unified interface over Mem0 Platform and OSS memory backends, exposing search, add, update, and delete operations.

SQLAlchemy Base Mixins (orm/base.py)

MIRIX · score 8.8 · database, Database / ORM, sqlalchemy, orm, mixin
Abstract base class and mixins adding created/updated timestamps and soft‑delete flag to SQLAlchemy ORM models.

KV Router Store (src/kv_router_store.rs)

mperkins0155/hyperswitch · score 8.8 · storage, Cache / KV, kv, redis, router
Provides a key‑value storage abstraction for router data with Redis and database fallback, supporting insert, update, and filter operations.

Program YAML Schema

9Proxy · score 8.8 · database, Database / ORM
JSON Schema defining the canonical structure for affiliate program YAML entries: commission, payout, cookie, agents block, verification, and all metadata fields.

NewRepo (repos.go)

9router-go · score 8.8 · api-key-management, sql-repository, crud-operations, connection-validation, database
SQL database repository for managing API keys and provider connections with validation and CRUD operations.

ResourcesRepository (api-template.ts)

oh-my-agent · score 8.8 · database, nestjs, prisma, zod-validation, api-template
API Endpoint Template for Backend Agent (Node.js / NestJS) Demonstrates the Router -> Service -> Repository pattern using NestJS, Prisma, and Zod validation. File layout (split int

openGeneMap (db.ts)

helix · score 8.8 · database, sqlite-capsule-storage, schema-migration-system, indexed-gene-queries
Manages SQLite database for gene capsules with schema migrations, indices for failure codes and q-values, and storage for coding pattern strategies and hints.