milvusmilvus-io/milvus
Milvus is open source vector database for production AI, written in Go and C++, scalable and blazing fast for billions of embedding vectors.
LLMs
46.5k updated 1d ago
CML
iterative/cml
A library for doing continuous integration with ML projects. Use GitHub Actions & GitLab CI to train and evaluate models in production like environments and automatically generate visual reports with metrics and graphs in pull/merge requests. Framework & language agnostic.
- machine-learning
- data-science
- cicd
- ci-cd
- github-actions
- gitlab-ci
- developer-tools
- continuous-integration
More in MLOps and tooling
Qdrantqdrant/qdrant
Qdrant is open source vector similarity search engine with extended filtering support, written in Rust.
Deep learningLLMs
35.2k updated 1d ago
33.6k updated today
Chromachroma-core/chroma
Open-source search and retrieval database for AI applications. Vector, full-text, regex, and metadata search. Self-host or Cloud available.
LLMs
29.6k updated 1d ago
MLFlowmlflow/mlflow
Platform to manage the ML lifecycle, including experimentation, reproducibility and deployment. Framework and language agnostic, take a look at all the built-in integrations.
LLMs
28.5k updated today
promptfoopromptfoo/promptfoo
Open-source LLM evaluation and red teaming framework. Test prompts, models, agents, and RAG pipelines. Run adversarial attacks (jailbreaks, prompt injection) and integrate security testing into CI/CD.
LLMs
26.4k updated today
Weaviatesemi-technologies/weaviate
Weaviate is an open source vector search engine and vector database. Weaviate uses machine learning to vectorize and store data, and to find answers to natural language queries. With Weaviate you can also bring your custom ML models to production scale.
LLMsNLP
16.9k updated today
DVCiterative/dvc
Data Science Version Control is an open-source version control system for machine learning projects with pipelines support. It makes ML projects reproducible and shareable.
15.9k updated 5d ago