#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
Nextcloud now offers AI integration for your Nextcloud server. Apps aren't installed by default, except Smart Mail, Background Images & Sus Login.
AI comes with risk, so #Nextcloud rates their #AI apps at 4 levels, based on 3 conditions.
Conditions
1. Is it open source?
2. is the trained model free for self-hosting?
3. is the training data available and free to use?
Rating levels
🟢 = All condition met
🟡 = 2 conditions met
🟠 = 1 condition met
🔴 = 0 conditions met
The AI apps are listed
below w/their ratings.
👇
IMAGE GENERATION
🟡Online StableDiffusion
🟡Self-Hosted StableDiffusion
🔴Online DALL-E 2
TEXT GENERATION
🟡LocalAI
🔴ChatGPT
SPEECH-2-TEXT DICTATION
🟢OpenAI Whisper
🟡External Whisper
SPEECH-2-TEXT TRANSCRIPTION
🟢OpenAI Whisper
🟢LocalAI
SMART INBOX
🟢 Built-In
(can be disabled in low-left settings)
FACE/OBJECT RECOGNITION
🟢Recognize
BACKGROUND IMAGES/BLUR
🟢 Built-In
TRANSLATION
🟢Opus
🟢LibreTranslate
🔴DeepL
SUSPICIOUS LOGIN
🟢 Built-In
⚡️@LinuxTechIndex
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You can log and track the phone locations of your family and friends in complete privacy, using your Nextcloud server.
To do this you need to install the Nextcloud PhoneTrack App on your Nextcloud server, and the Android PhoneTrack App on every DeGoogled phone you want to track.
The F-Droid version is old and buggy.
To get the newer Dev Android version, you:
1. Go to the PhoneTrack Dev GitLab page, scroll down and click the "APK Direct Download" link
2. At top "Pipeline" option, click the Download arrow and select "AssembleDevDebug:archive"
3. This downloads a zip file. Extract the zip and install the APK.
CONNECT ALL PHONES AND TRACK
4. On Nextcloud create a dedicated account for PhoneTracking.
5. Create a PhoneTrack "Session" in the Nextcloud PhoneTrack app.
6. Sign each phone into the Nextcloud PhoneTrack account, and on the phone, add a "PhoneTrack log job" to the Session on Nextcloud.
⚡️@LinuxTechIndex
#PhoneTrack#Tracker#Nextcloud