Top 23 Python genai Projects

genai

• Add a project

1. LightRAG

   1 12 36,193 10.0 Python

   [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

   

   Project mention: Show HN: Query years of Ask HN and Show HN discussions as local knowledge graph | news.ycombinator.com | 2026-05-10

   I built lightrag-snkv, Basically it uses lightRAG https://github.com/HKUDS/LightRAG ,this requires various storage databases like key value store, graph database, vector database, I built single embedded file based database which covers all these requirements: https://github.com/hash-anu/snkv.

2. SaaSHub

   www.saashub.com featured

   SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

   

3. adk-python

   2 57 19,995 9.9 Python

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

   

   Project mention: I Built an Autonomous AI Agent with Google ADK + Gemini 2.0 Flash That Spots Trends and Drafts Dev.to Articles for Me | dev.to | 2026-06-02

   Google ADK. (Check out the Google ADK Docs if you need help installing).

4. parlant

   3 4 18,101 9.9 Python

   Build reliable customer-facing AI agents with Parlant: an interaction control harness optimized for controlled, consistent, and predictable LLM interactions.

   

   Project mention: Building PoC Agents in Minutes | dev.to | 2025-08-27

5. pydantic-ai

   4 47 17,517 9.9 Python

   AI Agent Framework, the Pydantic way

   

   Project mention: pydantic-ai VS bub - a user suggested alternative | libhunt.com/r/pydantic-ai | 2026-04-18

6. podcastfy

   5 12 6,340 6.5 Python

   An Open Source Python alternative to NotebookLM's podcast feature: Transforming Multimodal Content into Captivating Multilingual Audio Conversations with GenAI

   

   Project mention: 5 tools we wish were on the Awesome AI Tools list | dev.to | 2025-08-15

   Podcastfy – I can’t say for sure why they skipped the “i” in their name but we love that they are an open source and equally powerful alternative to NotebookLM. One of our engineers built a bite-sized AI news podcast that I listen to during my commute daily. You can recreate it here using Portia SDK or get the daily podcast on our Discord server’s #ai-news channel.

7. harness-sdk

   6 52 6,020 9.8 Python

   A model-driven approach to building AI agents in just a few lines of code.

   

   Project mention: I Let an AI Plan My Vacation (Here's What It Built) | dev.to | 2026-05-27

   I Had 47 Browser Tabs Open. So I Built an AI Travel Agent with Strands SDK + Amazon Bedrock ✈️

8. zenml

   7 35 5,432 9.9 Python

   ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

   

9. gpustack

   8 2 5,110 9.9 Python

   A GPU cluster manager that configures and orchestrates inference engines like vLLM and SGLang for high-performance AI model deployment.

   

   Project mention: Ollama has a native front end chatbot now | news.ycombinator.com | 2025-07-30

   GPUStack doesn't seem to have the problem of lowest common denominator but supports many architectures.

   https://github.com/gpustack/gpustack

10. ag2

    9 9 4,638 9.6 Python

    AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x

    

    Project mention: Give Your AG2 Agents a UI with AG‑UI and CopilotKit | dev.to | 2026-02-26

    AG2 (formerly AutoGen) changes that. It provides a shared runtime where specialized agents with defined roles, tools and conversation patterns can collaborate as one coordinated team across models and even frameworks.

11. optillm

    10 20 4,133 9.4 Python

    Optimizing inference proxy for LLMs

    

    Project mention: OptiLLM: Accuracy improvements on reasoning tasks with zero training | news.ycombinator.com | 2025-11-23

12. nunchaku

    11 2 3,861 9.4 Python

    [ICLR2025 Spotlight] SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models

    

13. MemMachine

    12 2 3,106 9.8 Python

    Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.

    

    Project mention: MemMachine, an open-source memory layer for advanced AI agents | news.ycombinator.com | 2025-11-21

14. datapizza-ai

    13 2 2,211 9.4 Python

    Build reliable Gen AI solutions without overhead 🍕

    

    Project mention: Show HN: Datapizza AI – Lightweight open source framework for GenAI apps | news.ycombinator.com | 2025-10-17

15. genai-processors

    14 2 2,114 9.4 Python

    GenAI Processors is a lightweight Python library that enables efficient, parallel content processing.

    

    Project mention: GenAI Processors: Build powerful and flexible Gemini applications | news.ycombinator.com | 2025-07-11

    The examples at GitHub are worth taking a look at: https://github.com/google-gemini/genai-processors/tree/main/...

    Also the research agent example at https://colab.research.google.com/github/google-gemini/genai...

16. pixeltable

    15 7 1,568 9.8 Python

    Declarative and Incremental Backend for Multimodal AI Applications

    

    Project mention: Stop Gluing Data Infrastructure Tools: Build Multimodal AI Workloads and Application with One Declarative Python SDK | dev.to | 2025-07-06

    Star us on GitHub: https://github.com/pixeltable/pixeltable

17. quix-streams

    16 26 1,554 8.9 Python

    A Python library for building containerized ML and Generative AI applications with Apache Kafka.

    

18. ragbuilder

    17 2 1,532 9.3 Python

    A toolkit to create optimal Production-readyRetrieval Augmented Generation(RAG) setup for your data

    

19. gaia

    18 3 1,385 9.3 Python

    Build AI agents for your PC (by amd)

    

    Project mention: AMD GAIA v0.16.0 introduces a C++17 Agent Framework | news.ycombinator.com | 2026-03-12

20. nncf

    19 2 1,169 9.7 Python

    Neural Network Compression Framework for enhanced OpenVINO™ inference

    

21. tools

    20 7 1,083 8.9 Python

    A set of tools that gives agents powerful capabilities. (by strands-agents)

    

    Project mention: Embed These Websites In Your Blog Today | dev.to | 2026-05-07

    Documentation ◆ Samples ◆ Python SDK ◆ Tools ◆ Agent Builder ◆ MCP Server

22. bedrock-access-gateway

    21 4 985 7.3 Python

    OpenAI-Compatible RESTful APIs for Amazon Bedrock

    

    Project mention: Bedrock for AI Coding Tools: Mantle vs Gateway vs LiteLLM — A Decision Guide for AWS Credit Burners | dev.to | 2026-03-23

    bedrock-access-gateway (or my fork, bedrock-access-gateway-function-url) gives you an OpenAI-compatible proxy backed by all Bedrock models — including Claude, Nova, and Llama.

23. GraphRAG-SDK

    22 13 930 9.7 Python

    Build fast and accurate GenAI apps with GraphRAG SDK at scale 🌟

    

    Project mention: The AI-Native GraphDB + GraphRAG + Graph Memory Landscape & Market Catalog | dev.to | 2025-10-26

24. kubectl-mcp-server

    23 2 907 9.2 Python

    Published in CNCF Landscape: A MCP server for Kubernetes.

    

Python genai related posts

• What is an LLM evaluation harness? A deep dive into lm-eval-harness

  3 projects | dev.to | 3 Jun 2026

• 这个 GitHub 近万星的项目，可能是 AI Agent 开发者最被低估的工具

  6 projects | dev.to | 15 May 2026

• Security in the Age of Coding Agents

  2 projects | dev.to | 12 May 2026

• Local Agent Memory with 98% R 5 on LongMemEval-S, no LLMs, no API Key

  1 project | news.ycombinator.com | 12 May 2026

• Show HN: Memweave CLI – search your AI agent's memory from the shell

  1 project | news.ycombinator.com | 25 Apr 2026

• Testing AI Agents Like Code: the `oa test` Harness

  1 project | dev.to | 22 Apr 2026

• Composable Agent Specs: Spec Delegation and the OAS Registry

  1 project | dev.to | 19 Apr 2026
• A note from our sponsor - SaaSHub
  www.saashub.com | 6 Jun 2026

  SaaSHub helps you find the best software and product alternatives Learn more →

Index

Sponsored

SaaSHub - Software Alternatives and Reviews

SaaSHub helps you find the best software and product alternatives

www.saashub.com

Do not miss the trending Python projects with our weekly report!