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Video #5 FastAPI Development: Boost Productivity with Database Boilerplates

This video is part of a post “Building a Vue.js SPA (Single Page Application) Frontend with FastAPI Backend for AI Integration” QUICK DESCRIPTION Transitioning from…

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Video #4 Connect FastAPI Backend to Vue.js Frontend: Full Guide

This video is part of a post “Building a Vue.js SPA (Single Page Application) Frontend with FastAPI Backend for AI Integration” QUICK DESCRIPTION Transitioning from…

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Video #3 Display API Data using Vuejs & Axios: Step-by-Step Tutorial

This video is part of a post “Building a Vue.js SPA (Single Page Application) Frontend with FastAPI Backend for AI Integration” QUICK DESCRIPTION Transitioning from…

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Video #2 Master Vuejs: Build Your First App and Project with Ease

This video is part of a post “Building a Vue.js SPA (Single Page Application) Frontend with FastAPI Backend for AI Integration” QUICK DESCRIPTION Transitioning from…

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Video #1 Scaffold Your First Vitejs App: Comprehensive Beginner’s Guide

This video is part of a post “Building a Vue.js SPA (Single Page Application) Frontend with FastAPI Backend for AI Integration” QUICK DESCRIPTION Transitioning from…

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Video #2 Using LLM in Ollama or LM Studio: Discover LLMs (Mistral) potential help through LM Studio for daily tasks in a safe and confidential way

This video is part of a post “Empower Your Workflow: Harnessing the Power of LM Studio and Ollama for Seamless Local LLM Execution” POST: https://wp.me/p3Vuhl-3iX…

Continue reading → Video #2 Using LLM in Ollama or LM Studio: Discover LLMs (Mistral) potential help through LM Studio for daily tasks in a safe and confidential way

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Video #1 Using LLM in Ollama or LM Studio: Discover LLMs potential (orca-mini) help through Ollama for daily tasks in a safe and confidential way

This video is part of a post “Empower Your Workflow: Harnessing the Power of LM Studio and Ollama for Seamless Local LLM Execution” POST: https://wp.me/p3Vuhl-3iX…

Continue reading → Video #1 Using LLM in Ollama or LM Studio: Discover LLMs potential (orca-mini) help through Ollama for daily tasks in a safe and confidential way

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#3 IA Text Translation : Usecase with FastAPI and Roberta (xlm-roberta-base, xlm-roberta-large) for Masked language modeling

This video is part of a post “Crafting Fluent Translation API: A quick Journey into Text Translation with NLLB, HuggingFace, and FastAPI, Plus a small…

Continue reading → #3 IA Text Translation : Usecase with FastAPI and Roberta (xlm-roberta-base, xlm-roberta-large) for Masked language modeling

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#2 IA Text Translation : Revolutionize Translation Apps with Gradio: A Quick Guide to Building and Sharing Your Own Apps!

This video is part of a post “Crafting Fluent Translation API: A quick Journey into Text Translation with NLLB, HuggingFace, and FastAPI, Plus a small…

Continue reading → #2 IA Text Translation : Revolutionize Translation Apps with Gradio: A Quick Guide to Building and Sharing Your Own Apps!

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#1 IA Text Translation : Unlocking Multilingual Text Translation with NLLB, HuggingFace, and FastAPI and leverage on LangDetect Python Package

This video is part of a post “Crafting Fluent Translation API: A quick Journey into Text Translation with NLLB, HuggingFace, and FastAPI, Plus a small…

Continue reading → #1 IA Text Translation : Unlocking Multilingual Text Translation with NLLB, HuggingFace, and FastAPI and leverage on LangDetect Python Package

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Using #whisper & #fastapi: Unlocking Multilingual Transcription with #whisper

This video is part of a post “Unlocking Speech-to-Text: Harnessing the Power of the OpenAI Whisper API with FastAPI Integration.” This file “011_faster_whisper.py” enables quick…

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Using #whisper & #fastapi : Creating a #multilingual Audio #api with #whisper

This video is part of a post “Unlocking Speech-to-Text: Harnessing the Power of the OpenAI Whisper API with FastAPI Integration.” This file “009_openai_whisper_fastapi.py” is POC…

Continue reading → Using #whisper & #fastapi : Creating a #multilingual Audio #api with #whisper

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Using #whisper & #fastapi : leveraging on Faster-Whisper for future Multilingual #nlp

This video is part of a post “Unlocking Speech-to-Text: Harnessing the Power of the OpenAI Whisper API with FastAPI Integration.” This file “011_faster_whisper.py” enables quick…

Continue reading → Using #whisper & #fastapi : leveraging on Faster-Whisper for future Multilingual #nlp

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#1 POC with #fastapi for an #nlp #api with #spacy #sqlalchemy #sqlite and… #streamlit

A simple combination with Streamlit, FastAPI and Spacy to expose “features” like: NER (entities), Summary (summary), Tags extraction (keywords) for text in French, Spanish, English…

Continue reading → #1 POC with #fastapi for an #nlp #api with #spacy #sqlalchemy #sqlite and… #streamlit

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#2 POC with #fastapi using an ORM like #sqlalchemy or #peewee for a #sqlite #database

POC from “005_fastapi_tiangolo_tutorial_sql_databases”: The example given by the official documentation of FastAPI with SQLAlchemy. POC “007_sql_databases_peewee”: The example given by the official documentation of FastAPI…

Continue reading → #2 POC with #fastapi using an ORM like #sqlalchemy or #peewee for a #sqlite #database

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#3 POC with #fastapi and #docker using an ORM like #sqlalchemy for a #mysql #database

POC from 008_fastapi_mysql_restapi: Using Docker to create a MYSQL database and a PhpMyAdmin instance connected to FastAPI POC. This video is part of the post…

Continue reading → #3 POC with #fastapi and #docker using an ORM like #sqlalchemy for a #mysql #database

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#1 How to expose NLP Machine Learning Models for Spacy by quickly building an API with FastAPI

I already mention this POC. The files are a mix between logical code written by ChatGPT (I have given the prompt in the main.py) and…

Continue reading → #1 How to expose NLP Machine Learning Models for Spacy by quickly building an API with FastAPI

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#2 How-to create an API with FastAPI, backend for a web app made with Streamlit

A quite simple, educational and hybrid project that demonstrate how-to create an API with FastAPI (backend) that will be the backend a web app made…

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#3 How-to create an API with FastAPI and start testing it with pytest

I only grab the API and the test (pytest) from this project. In reality, it is a bit more extended project, made by Microsoft’s people…

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#1 Machine Learning for NLP: Labeling process to train a “custom” NER for Spacy with Label Studio

This video is part of the post “The importance of the Labeling process or annotating inside an ML pipeline plus an example on how-to train…

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  • Rescuing Failed AI Implementations + Practical Explorations with n8n, Ollama & GEO

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