Directory
Data engineering
Reviewed resources in Data engineering. 98 resources listed.
Preswald
preswald.comA Python static-site generator for interactive data apps that bundles compute, data access, and UI into a single offline-capable HTML file using Pyodide, DuckDB, Pandas, and Plotly.
DeepAnalyze
ruc-deepanalyze.github.ioAn agentic large language model for autonomous data science that plans, analyzes, models, visualizes and writes analyst-grade reports over structured, semi-structured and unstructured data sources without human intervention.
Embedding Atlas
apple.github.ioA tool for interactively visualizing large embeddings and their metadata, letting a user cross-filter, search and explore data structure at scale.
Cube Studio
github.comAn archived, open-source, cloud-native machine learning and large-model AI platform covering the full MLOps pipeline, from notebook development to distributed training and inference serving.
Argilla
argilla-io.github.ioA collaboration tool that lets AI engineers and domain experts build and label high-quality datasets for text classification, LLM and multimodal projects.
Daft
daft.aiA high-performance data engine for AI and multimodal workloads that processes images, audio, video and structured data at scale, with built-in operations for running LLM prompts and generating embeddings.
SQLBot
sqlbot.orgA conversational data analysis system that turns natural-language questions into SQL using a large language model and retrieval-augmented generation.
Unstract
unstract.comAn LLM-driven platform that extracts structured JSON from unstructured documents such as PDFs, scans and images, deployable as an API or an ETL pipeline.
Flyte
flyte.orgA Kubernetes-native orchestration platform for reliably running ML pipelines, models and AI agents at scale, defined entirely in Python.
DataFlow
opendcai.github.ioA visual, low-code system for generating, cleaning and preparing high-quality training data for large language models from noisy sources such as PDFs and low-quality QA pairs.
RisingWave
go.risingwave.comAn event-streaming platform that ingests database changes, event streams and webhooks, computes incrementally, and serves fresh, queryable results at low latency, replacing a CDC-plus-Kafka-plus-stream-processor stack with one system.
Xberg
docs.xberg.ioA polyglot document-intelligence engine that extracts text, tables, metadata and structured data from more than 100 file formats and code from hundreds of programming languages, with OCR, transcription and 15 language bindings.
Databend
docs.databend.comAn open-source, Rust-built data warehouse unifying large-scale analytics, vector search and full-text search with sandboxed Python UDFs for running agent logic through SQL.
Apache SeaTunnel
seatunnel.apache.orgA distributed, high-performance data-integration tool that synchronizes large volumes of data across more than 160 connectors, including batch, streaming, CDC and multimodal (video, image, binary) data.
Kedro
kedro.orgA Python framework for production-ready data engineering and data science pipelines, applying software engineering practices to make them reproducible, maintainable and modular.
Semantica
getsemantica.aiDeveloper-first, graph-native infrastructure that turns fragmented enterprise data into a queryable context graph and knowledge graph, with deterministic reasoning and end-to-end decision provenance.
Easy Dataset
docs.easy-dataset.comAn application for building datasets to fine-tune, retrieval-augment and evaluate large language models, with document parsing, text splitting, question generation and data cleaning built in.
OpenMetadata
open-metadata.orgAn open platform that builds a unified metadata knowledge graph across an organization's data, connecting lineage, ownership, quality, glossaries and data contracts so both people and AI agents can discover, trust and use data correctly.
RocketRide
github.comAn open-source AI Development Environment that turns a code editor into a place to build, debug and deploy LLM and machine learning pipelines, running on a multithreaded C++ engine with any model, tool or framework.
Apache Doris
doris.apache.orgAn open-source, MPP real-time analytics and search database that runs fast SQL queries, accelerates queries over lakehouse table formats, and combines structured, text and vector search in one SQL engine.
WrenAI
getwren.aiAn open-source generative BI engine that gives AI coding agents a governed semantic layer, so natural-language questions become correct SQL and shareable dashboards across more than 20 data sources.
DB-GPT
docs.dbgpt.cnAn open-source agentic AI assistant that connects to databases, spreadsheets and knowledge bases, writes SQL and code from natural language questions, and turns the results into charts, dashboards and reports.
Datasets
github.comA lightweight Python library for loading ready-to-use public datasets in one line and for efficiently pre-processing them alongside your own local data.
Ray
ray.ioRay is a unified Python framework for scaling AI and general compute workloads from a laptop to a cluster, pairing a distributed runtime core with a set of AI libraries.