Open-Source AI Agents for "Data Science"

Weaviate

An open-source, AI-native vector database enabling developers to build and scale AI-powered applications with advanced data retrieval capabilities.

Open-Source

Free

Guardrails AI

An open-source Python framework designed to add guardrails to large language models, ensuring reliable and safe AI application development.

Open-Source

Free

MADS

An open-source multi-agent framework that automates data science pipelines with minimal input.

Open-Source

Free

Adala

An open-source framework for developing autonomous data labeling agents that learn and adapt through iterative processes.

Open-Source

Free

Langfuse

An open-source LLM engineering platform offering observability, metrics, evaluations, and prompt management to debug and enhance large language model applications.

Open-Source

Free

Pydantic

A Python library that provides data validation and settings management using Python type annotations.

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