superduper

AI workflow builder

A framework for building end-to-end AI applications and workflows without data migration or MLOps implementation

Superduper: Build end-to-end AI applications and agent workflows on your existing data infrastructure and preferred tools - without migrating your data.

GitHub

5k stars
44 watching
465 forks
Language: Python
last commit: 6 days ago
aichatbotdatadatabasedistributed-mlinferencellm-inferencellm-servingllmopsmlmlopsmongodbpretrained-modelspythonpytorchragsemantic-searchtorchtransformersvector-search

Related projects:

Repository Description Stars
superagent-ai/superagent An open-source AI framework and API for building intelligent applications 5,309
transformeroptimus/superagi An open-source framework enabling developers to build and run autonomous AI agents quickly and reliably 15,476
deepset-ai/haystack An AI orchestration framework to build customizable LLM applications with advanced retrieval methods. 17,817
mindsdb/mindsdb A platform that enables building AI agents to answer questions from multiple data sources using federated data 26,830
prefecthq/marvin An AI toolkit for building natural language interfaces and generating multimedia content 5,296
sql-machine-learning/sqlflow Compiles SQL programs to Kubernetes workflows for machine learning tasks 5,106
ml-tooling/opyrator Automates conversion of machine learning code into production-ready microservices with web API and GUI. 3,102
eosphoros-ai/db-gpt An AI-powered data app development framework providing tools for building intelligent applications with large models and databases 13,745
josh-xt/agixt An AI platform that orchestrates instruction management and complex task execution across multiple AI providers 2,648
meta-llama/llama-stack Provides a set of standardized APIs and tools to build generative AI applications 4,591
instructor-ai/instructor A Python library that provides structured outputs from large language models (LLMs) and facilitates seamless integration with various LLM providers. 8,262
blobcity/autoai A Python-based framework for automating the process of finding and training the best-performing machine learning model for regression and classification tasks on numerical data. 174
netflix/metaflow A platform that enables the development, scaling, and deployment of machine learning systems, providing tools for data science projects. 8,269
sakanaai/ai-scientist A system that enables large language models to conduct fully automated scientific discovery and generate research papers independently. 8,184
luolc/adabound An optimizer that combines the benefits of Adam and SGD algorithms 2,907