#python#deepseek#demo#easy#embedding#flask#gpt#huggingface_transformers#llm#mcp#multimodal#openai#qwen#rag#sentence_transformers#ui#vllm#vlm
UltraRAG is a lightweight framework that makes building retrieval-augmented generation (RAG) systems simple and fast. It uses a low-code approach where you write just dozens of lines of YAML configuration instead of complex code to create sophisticated AI workflows with conditional logic and loops. The framework includes a visual development environment where you can drag-and-drop to build pipelines, adjust parameters in real-time, and instantly convert your logic into interactive chat applications. This means you can deploy powerful AI systems that ground answers in your own data—reducing hallucinations and improving accuracy—without needing extensive coding expertise or lengthy development cycles.
https://github.com/OpenBMB/UltraRAG
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New Airdrop: Harcox Finance
Reward: 10,000 $HF tokens
News: Coinquora, Investing
Distribution date: 3 March, 2022
🔗Airdrop Link:Airdrop page
- Complete all tasks of the airdrop
- Submit your BSC wallet address
- The airdrop for all participants
- Per valid referrals get 100 #HF tokens
⚠️PleaseRemember: Only participate in completely free airdrops, never spend any penny for airdrop tokens.
📹 YouTube Video about how to participate in the Harcox Finance Airdrop.
✅Done✅Done✅Done✅