#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
😄Place
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🔘 Place refers to a physical location.
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#Place👨🏫@America
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🆕 Crypto News @Money
😁 Crypto Game @Egame
🇺🇸 US News @America
🇯🇵 Japan News @Japan
🇦🇪 UAE News @Dubai
▶️ Popular Movies @Videos
😜 Best Funny Video @Funnys
@openmap_bot
Qué puede hacer este bot?
Este Bot puede enviar mapas y imágenes de satélite de todos los lugares de la tierra.
Idioma: Inglés
(visto en @BotsGram_cu)
#mapa, #openstreetmaps, #osm, #location, #group, #search, #inline, #place, #welcome
@junction_bot
Qué puede hacer este bot?
Este bot puede recopilar publicaciones de tus canales favoritos de Telegram, para que puedas leerlas como un servicio de noticias.
¡También puede copiar mensajes entre canales y bots, filtrar anuncios, modificar mensajes y mucho más!
Idioma: Inglés, Ruso, Turco
(visto en @BotsGram_cu)
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