#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
🚀BubbleMaps (BMT) Airdrop is LIVE on Binance! 🎉
Earn FREE $BMT with Retroactive BNB SimpleEarn Subscriptions! If you held BNB in Simple Earn (Flexible/Locked) or On-Chain Yields (March 2 - 6, 2025) you may qualify! 🎁
🔥 Why BubbleMaps?
✔️ Track token movements & uncover hidden links 🔍
✔️ Integrated with CoinGecko, DexScreener & more 💡
✔️ BubbleMaps V2 unlocks new features with $BMT🚀
📈$BMT Trading Pairs on Binance:
🔹 BMT/USDT | BMT/USDC | BMT/BNB | BMT/FDUSD | BMT/TRY
⚙️ How to Participate?
📥Check Your Eligibility & Claim Here:
👉Register & Claim Now
📢Stay Updated & Join Our Community:
🔗BubbleMaps Official Telegram
®Note - Please do your own research (DYOR) before joining to any airdrops project, also airdrop is 100% free. Don't send any fee or penny for receiving airdrop tokens
#BubbleMaps#BMT#Binance#Airdrop#Crypto
Simplifying Processes: A Billion-Dollar Idea
A new startup aims to simplify image and video management, outperforming Dropbox. This innovation has attracted nearly $70 million in investments, capitalizing on a $2 trillion creative economy. Additionally, Bubblemaps has launched its BMT token on Solana, offering on-chain analytics and community governance, hinting at a potential airdrop. Deribit, a major crypto derivatives exchange, is exploring acquisition offers, valued between $4-5 billion, with Kraken showing interest.
#Startup#Dropbox#Investment#CreativeEconomy#Bubblemaps#BMT#Token#Solana#Crypto#ETFs#Derivatives#Kraken#Airdrop#VC#AI#Blockchain#Innovation#Finance
🚀 Crypto Analyst Manya Releases Research Tool Rankings
Crypto analyst manya has released a ranking of personal research tools. According to ChainCatcher, the rankings categorize tools into different levels based on their effectiveness. The S-tier includes Dune and frontrun.pro, while the A-tier features Coinglass, RootData, Drop, MetaSleuth, and DefiLlama. B-tier tools comprise Arkham, Bubblemaps, Dexscreener, Surf, Nansen, and CoinMarketCap. C-tier tools include Cryptorank and others.
#CryptoAnalyst#ResearchTools#CryptoRanking#Dune#frontrunpro#Coinglass#RootData#Drop#MetaSleuth#DefiLlama#Arkham#Bubblemaps#Dexscreener#Surf#Nansen#CoinMarketCap#Cryptorank