Add DataFlow to the list of AI frameworks#18
Open
Jununn wants to merge 1 commit into
Open
Conversation
Adds [DataFlow](https://github.com/OpenDCAI/DataFlow) to the **LLMOps** section. ## What it is DataFlow is an open-source data-centric AI platform for LLM data preparation, synthetic data generation, and AI/data pipelines. It provides reusable skills, operator-based pipelines, and a WebUI for constructing and executing data workflows for AI tasks. ## Position in the list I placed it in the LLMOps section because DataFlow focuses on data preparation, generation, filtering, refinement, and reusable pipelines for LLM training, fine-tuning, and RAG workflows. ## Project status - Licensed under Apache-2.0. - Keywords: data-centric AI, LLM data preparation, synthetic data generation, AI/data pipelines, reusable skills, operator-based workflows. - Provides Python package and Docker-based usage. - Includes a WebUI for visual pipeline construction via `dataflow webui`. - Includes DataFlow-Skills for operator development, pipeline construction, and data-centric AI workflows.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Adds DataFlow to the LLMOps section.
What it is
DataFlow is an open-source data-centric AI platform for LLM data preparation, synthetic data generation, and AI/data pipelines. It provides reusable skills, operator-based pipelines, and a WebUI for constructing and executing data workflows for AI tasks.
Position in the list
I placed it in the LLMOps section because DataFlow focuses on data preparation, generation, filtering, refinement, and reusable pipelines for LLM training, fine-tuning, and RAG workflows.
Project status
dataflow webui.