awesome-generative-ai-data-scientist

Focused on helping you become a Generative AI Data Scientist. Learn how to build and deploy AI-powered data science solutions using LangChain, LangGraph, Pandas, Scikit Learn, Streamlit, AWS, Bedrock, and EC2.

The library to build & auto-optimize LLM applications, from Chatbot, RAG, to Agent by SylphAI.

Full toolkit for running an AI agent service built with LangGraph, FastAPI, and Streamlit.

Simple, unified interface to multiple Generative AI providers.

Connect home devices into a powerful cluster to accelerate LLM inference.

DSPy: The framework for programming—not prompting—foundation models.

Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format.

An open-source agent orchestration framework built on top of the latest OpenAI Assistants API.

A fully-automated and highly self-developing framework that enables users to create and deploy LLM agents through natural language alone.

Microsoft's programming framework for agentic AI.

Prefect's Python framework for building agentic AI workflows.

Streamline workflows across industries with powerful AI agents.

Frameworkless LLM Agents.

Open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM Observability all in one place.

Open-source LLM observability platform for developers to monitor, debug, and improve production-ready applications.

Monitor, Evaluate & Optimize your LLM performance with 1-click. Drag and drop interface for LLMOps platform.

Best practices designed to support your LLMOps initiatives.

MLflow Tracing for LLM Observability.

Open-source framework for creating and managing simulations populated with AI-powered agents. It provides an intuitive platform for designing complex, interactive environments where agents can act, learn, and evolve.

Build applications quickly with preset agents.

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Build agents with LangChain.

Integrate Tools (Function Calling) with LangChain.

The simplest framework out there to build powerful agents.

An open-source platform to build, ship and monitor agentic systems.

Integration Platform for AI Agents & LLMs (works with LangChain, CrewAI, etc).

An AI-powered data science team of agents to help you perform common data science tasks 10X faster.

Provides a lightweight wrapper that makes Anthropic Model Context Protocol (MCP) tools compatible with LangChain and LangGraph.

Create LangGraph agents that can access large numbers of tools.

This library implements the CodeAct architecture in LangGraph. This architecture is used by Manus.im.

Prebuilt agents for LangGraph (includes 3rd Party LangGraph extensions).

This prebuilt graph is an agent that uses a reflection-style architecture to check and improve an initial agent's output.

Real-world AI agent applications, LLM and RAG tutorials, with examples to implement.

A financial agent for investment research.

Proof of concept for an AI-powered hedge fund.

LLM RAG AI Apps with Step-By-Step Tutorials.

Tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. A comprehensive guide for building intelligent, interactive AI systems.

An open-source alternative to Perplexity Finance.