Alternatives

Products that do what Instill VDP does

Open source unstructured data ETL for AI first applications

1
Context Data▲179
Data processing infra & ETL for generative AI applications
2024
2
Tonic Textual▲211
Get your unstructured data AI-ready in minutes
2024
3
HFlow▲91
Scalable multimodal data pipelines for robotics
10d ago · github.com
4
Handl▲233
Turn paper documents into structured data
2019
5
fileAI AI OCR▲212
Classify, extract, enrich, and validate any file
2025
6
OpenLIT 2.0▲141
Open source dashboard for AI engineering & LLM data
2025
7AA
Arc, an open-source Databricks alternative▲175
2021 · arc.tripl.ai
8
Vext▲113
Quick custom AI from your data out-of-the-box
2023
9OU
onprem unstructured data extraction with 4 lines of code▲8
The traditional pipeline for unstructured data extraction typically follows these steps: 1. Image → OCR Model (e.g., Google Vision) → Layout Model (e.g. Surya) → LLM → Final Answer However, this can be streamlined using a Vision-Language Model (VLM): 2. Image → VLM → Final Answer Recently VLMs have improved a lot for OCR and document understanding tasks, specifically the Qwen-2.5-VL series. We can run the Qwen-2.5-VL-7B-AWQ model locally with just 16GB VRAM, and perform end-to-end information extraction (fields and table extraction) without any external models. Hallucination with VLMs One…
2025 · github.com
10TZ
The Zen of Data Pipelines (Book)▲27
2017 · gpestana.gitbooks.io
11PL
Pipelines – Language for scripting parrallel pipelines with Python▲69
2019 · github.com
12
ZenML▲84
Create reproducible machine learning pipelines
2020
13
StableStudio▲139
Stability AI's open source release of DreamStudio
2023
14
buildpipe▲116
Compose, run and automate multi step AI developer workflows
May 2026
15
Infrrd OCR▲118
Extract data from invoices and receipts with AI based OCR
2018
16SS
Singer – Simple, Composable Open Source ETL▲91
2017 · singer.io
17
IntelliBrush▲82
Annotate complex data 10x faster with AI
2022
18DS
DBML – simple DSL language to document database schemas▲57
2019 · dbml-lang.org
19WM
We made an open-source visual data ETL▲8
2022 · go.instill.tech
20WE
Weld – ETL, Reverse-ETL and SQL modelling all in one tool▲7
2022 · weld.app
21BL
Build Live AI and RAG Pipelines in Minutes with YAML Templates▲8
Hello everyone! I am Jan, CTO and one of the creators of Pathway, the real-time data processing framework. I’m excited to share Pathway’s ready-to-use AI Pipelines, configurable with just YAML! These frameworks offer out-of-the-box solutions for AI search, RAG, and more—optimized for real-time indexing and in-memory processing. What makes it simple? YAML templates! The pipeline templates are fully customizable using YAMLs to fit your needs, from changing the data sources to the choice of the LLM model, all without touching Pathway’s Python code. Thanks to the Pathway data processing engine,…
2024 · pathway.com
22DA
Dit – A new kind of container file for standardizing data▲19
2020 · github.com
23KA
Kvpbase – a new way for developers to store data▲25
2015 · kvpbase.tumblr.com
24PF
Pipelines: framework and language for crafting data pipelines▲5
2019 · github.com

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