You can use these open-source repos/tools for:
- building an enterprise-grade RAG solution - build and deploy multi-agent workflows - finetune 100+ LLMs - and more...
Let's learn more about them one by one:
1️⃣ Sim AI
A drag-and-drop UI to build AI agent workflows!
Sim AI is a lightweight, user-friendly platform that makes creating AI agent workflows accessible to everyone.
Supports all major LLMs, MCP servers, vectorDBs, etc.
100% open-source.
🔗 github.com/simstudioai/sim
2️⃣ Transformer Lab
Transformer Lab is an app to experiment with LLMs:
- Train, fine-tune, or chat. - One-click LLM download - Drag-n-drop UI for RAG. - Built-in logging, and more.
A 100% open-source and local!
🔗 https://lnkd.in/gJUddBmn
3️⃣ RAGFlow
RAGFlow is a RAG engine for deep document understanding!
It lets you build enterprise-grade RAG workflows on complex docs with well-founded citations.
Supports multimodal data, deep research, etc.
100% open-source with 63k+ stars!
🔗 https://lnkd.in/gbwJ8KBg
4️⃣ AutoAgent
AutoAgent is a zero-code framework that lets you build and deploy Agents using natural language.
- Universal LLM support - Native self-managing Vector DB - Function-calling and ReAct interaction modes.
100% open-source with 5k stars!
🔗 github.com/HKUDS/AutoAgent
5️⃣ Llama Factory
LLaMA-Factory lets you train and fine-tune open-source LLMs and VLMs without writing any code.
Supports 100+ models, multimodal fine-tuning, PPO, DPO, experiment tracking, and much more!
100% open-source with 57k+ stars!
🔗 https://lnkd.in/gwhTYaK8
6️⃣ Anything LLM
The all-in-one AI app you were looking for.
Chat with your docs, use AI Agents, hyper-configurable, multi-user, & no frustrating setup required.
Can run locally on your computer!
100% open-source with 48k+ stars!
🔗 https://lnkd.in/g_xGKR_U
These 6 open-source tools handle it all: RAG pipelines, agentic workflows, even fine-tuning LLMs without a single line of code.
Below is a graphic summing them up! ____ Share this with your network if you found this insightful ♻️ Follow me for more insights and tutorials on AI and Machine Learning!