towhee

Data processor

A framework for building efficient neural data processing pipelines using large language models and state-of-the-art deep learning models.

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

GitHub

3k stars
29 watching
254 forks
Language: Python
last commit: almost 2 years ago
Linked from 4 awesome lists

computer-visionconvolutional-networksembedding-vectorsembeddingsfeature-extractionfeature-vectorimage-processingimage-retrievalllmmachine-learningmilvuspipelinetowheetransformerunstructured-datavideo-processingvision-transformervit

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
deepset-ai/haystackAn AI orchestration framework to build customizable LLM applications with advanced retrieval methods.18,094
donnyyou/torchcvA comprehensive PyTorch-based framework for computer vision tasks2,249
ludwig-ai/ludwigA low-code framework for building custom deep learning models and neural networks11,236
activeloopai/deeplakeA Database for AI that stores and manages various data types used in deep learning applications.8,237
conchylicultor/deepqaA deep learning-based chatbot model using TensorFlow and RNNs to generate responses to user queries.2,929
truefoundry/cognitaA modular framework for building production-ready AI applications with integrated data management and model deployment capabilities3,401
neuml/txtaiAn all-in-one embeddings database for semantic search, LLM orchestration and language model workflows9,709
unstructured-io/unstructuredA toolkit for building custom machine learning pipelines from unstructured data9,452
huggingface/transformersA collection of pre-trained machine learning models for various natural language and computer vision tasks, enabling developers to fine-tune and deploy these models on their own projects.136,357
nvidia/nemoA scalable generative AI framework for creating and deploying large language models and multimodal models12,438
ianarawjo/chainforgeAn environment for battle-testing prompts to Large Language Models (LLMs) to evaluate response quality and performance.2,413
coqui-ai/ttsA deep learning toolkit for generating human-like speech from text36,118
oxford-cs-deepnlp-2017/lecturesAn open-source repository containing lecture slides and course materials for an advanced natural language processing course.15,702
llmware-ai/llmwareA framework for building enterprise LLM-based applications using small, specialized models8,303
nlintz/tensorflow-tutorialsA collection of tutorials teaching deep learning with TensorFlow using Jupyter Notebooks6,003