ia_usages

Using the french acronym "Intelligence Artificielle" (IA) instead of the english one "Artificial intelligence" (AI) for the directory name.

All the latest posts dedicated to artificial intelligence usages are brought together in this repository for convenience.

You can find all videos related to these posts dedicated to artificial intelligence at https://www.youtube.com/playlist?list=PL999tA6UKRx_8ud6HfYg_Fn-ZFFyVvhr2

1. POC with FastAPI for an NLP API with Spacy, SQLAlchemy, Sqlite and… Streamlit. https://flaven.fr/2023/10/poc-with-fastapi-for-an-nlp-api-with-spacy-sqlalchemy-sqlite-and-streamlit/

2. How to expose NLP Machine Learning Models mostly for Spacy by quickly building an API with FastAPI and then play with them. https://flaven.fr/2023/09/how-to-expose-nlp-machine-learning-models-mostly-for-spacy-by-quickly-building-an-api-with-fastapi-and-then-play-with-them/

3. The importance of the Labeling process or annotating inside an ML pipeline plus an example on how-to train a “custom” NER for Spacy. https://flaven.fr/2023/08/the-importance-of-the-labeling-process-or-annotating-inside-an-ml-pipeline-plus-an-example-with-ner-made-for-spacy/

4. Some ideas on the probable future of journalism facing IA and how to create a prompt facilitation application for ChatGPT with Streamlit. https://flaven.fr/2023/07/some-ideas-on-the-probable-future-of-journalism-facing-ia-and-how-to-create-a-prompt-facilitation-application-for-chatgpt-with-streamlit/

5. Using ChatGPT on a daily work as a P.O, Developer or for Q/A or Support and checking plagiarism if needed with Python. https://flaven.fr/2023/02/using-chatgpt-on-a-daily-work-as-a-p-o-developer-or-for-q-a-or-support-and-checking-plagiarism-if-needed-with-python/

6. Unlocking Speech-to-Text: Harnessing the Power of the OpenAI Whisper API with FastAPI Integration. https://flaven.fr/2023/10/unlocking-speech-to-text-harnessing-the-power-of-the-openai-whisper-api-with-fastapi-integration/

7. Step by step Introducing to Azure Cloud Deployment: Deploying a FastAPI ML Feature API. https://flaven.fr/2023/10/step-by-step-introducing-to-azure-cloud-deployment-deploying-a-fastapi-ml-feature-api/

8. Crafting Fluent Translation API: A quick Journey into Text Translation with NLLB, HuggingFace, and FastAPI, Plus a small Dive into Roberta Masked Language Modeling with Gradio. https://flaven.fr/2023/11/crafting-fluent-translation-api-a-quick-journey-into-text-translation-with-nllb-huggingface-and-fastapi-plus-a-small-dive-into-roberta-masked-language-modeling-with-gradio/

9. Empower Your Workflow: Harnessing the Power of LM Studio and Ollama for Seamless Local LLM Execution https://wp.me/p3Vuhl-3iX

10. A small Guide to Harnessing the Power of Open Interpreter and Unlocking Productivity with a ChatGPT-Like Terminal Interface https://wp.me/p3Vuhl-3jh

11. Transform Your Ideas into Reality: Develop an Advanced LLM AI App with Mistral and ChatGPT’s Expert Guidance and Comprehensive Prompts https://wp.me/p3Vuhl-3k2

12. Unraveling the Cost of AI: The Hidden Expenses of API Keys and Pay-as-You-Go Pricing in AI-Based Products https://wp.me/p3Vuhl-3kH

13. Exploring SEO, SMO, and ASO with AI: Developing Effective Prompts to Boost Digital Strategies https://wp.me/p3Vuhl-3l6

14. Building a Vue.js SPA with FastAPI Backend for AI Integration https://wp.me/p3Vuhl-3lp

15. Enhance LLM Prompt Quality and Results with MLflow Integration https://wp.me/p3Vuhl-3lS

16. Promptfoo: The Ultimate Tool for Ensuring LLM Quality and Reliability https://wp.me/p3Vuhl-3me

17. Content Quality: How Sentence Embeddings Can Save AI-Generated Content and some other concerns on AI: Environmental Impact, Job Loss https://wp.me/p3Vuhl-3mv

18. Breadcrumbs of Innovation: A Snapshot of AI Explorations https://wp.me/p3Vuhl-3mP

19. The 'Green' AI Myth: Carbon Costs of ML Models & Insights on GEO and DeepSeek Fine-tuning https://wp.me/p3Vuhl-3nO

And some other directories that does not have any attached to it but shows useful resources and code.

GIT COMMANDS REMINDER

# GIT

# suppose you have set a personal access token
# https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/creating-a-personal-access-token


# go to the directory
cd /Users/brunoflaven/Documents/03_git/ia_usages


# create the directory
git remote add origin fastapi_database

# know your branch
git branch


# check for status
git status


# for any change just type this command
git add .

# add a commit with a message
git commit -am "add usecase"
git commit -am "add files"
git commit -am "update files"
git commit -am "add files and update readme"
git commit -am "add to .svg the Musk\'s Favorite Letter X"
git commit -am "add .gitignore"
git commit -am "add docker files"
git commit -am "update readme"
git commit -am "add some code in grammar_correction_language_tool_python"
git commit -am "add some code in code_grammar_correction_language_tool_python"
git commit -am "add some code in code_leonvanzyl_langchain_python_tutorial and code_grammar_correction_language_tool_python"
git commit -am "move some code to ia_usages_code_depot"
git commit -am "move some code to ia_building_llm_api_web_apps_start_finish"
git commit -am "update readme"
git commit -am "add ai_pricing_llm"
git commit -am "update with files ai_pricing_llm"
git commit -am "update readme"
git commit -am "add files"
git commit -am "update files"
git commit -am "update prompts, starting and staring SEO concerns"
git commit -am "update readme and files"
git commit -am "add files in ia_prompt_seo"
git commit -am "update readme and files"
git commit -am "update .md files and do some french"
git commit -am "add eisenhower_matrix files"
git commit -am "update layout for readme"
git commit -am "update ia_prompt_academy and add file"
git commit -am "update directory name prompts_posts_source"
git commit -am "add directory named ia_build_vue_js_on_fastapi"
git commit -am "update ia_build_vue_js_on_fastapi and add file"
git commit -am "add extra files"
git commit -am "update extra files"
git commit -am "update readme"
git commit -am "add some stuff on streamlit"
git commit -am "remove files"
git commit -am "add directory the_vue_js_handbook/poc_vue_api/frontend_1/"
git commit -am "add directory the_vue_js_handbook/poc_vue_api/frontend_2/"
git commit -am "update path"
git commit -am "update walkthrough_ia_build_vue_js_on_fastapi.diff for YT"
git commit -am "update files"
git commit -am "add link to readme file"
git commit -am "update path"
git commit -am "add ia_testing_llm"
git commit -am "update ia_testing_llm"
git commit -am "add ia_spacy_llm"
git commit -am "update ia_spacy_llm"
git commit -am "add some other output (made with notebooklm) for ia_spacy_llm"
git commit -am "add for youtube video"
git commit -am "add images for youtube video"
git commit -am "add youtube video"
git commit -am "add ia_video_editing_faiss_compare_keywords"
git commit -am "add files and directories to ia_video_editing_faiss_compare_keywords"
git commit -am "update files in ia_video_editing_faiss_compare_keywords"
git commit -am "add images generated and prompts for Grok"
git commit -am "add to readme images generated and prompts for Grok"
git commit -am "update readme files generated and prompts for Claude"
git commit -am "update readme files"
git commit -am "add user story, code, prompt for face recognition generating description or alt message from a set of known faces"
git commit -am "add some updates"
git commit -am "update walkthrough_ia_video_editing_faiss_compare_keywords.diff fot YT videos"
git commit -am "add images and other things"
git commit -am "add files fo ia kpi carbon footprint and deepseek"
git commit -am "add files svg for the global warming impact of intensive artificial intelligence usage in the world"



# push to github if your branch on github is master
# git push origin master
git push

# OTHER COMMANDS

# Repair Permissions
cd /Users/brunoflaven/Documents/03_git/ia_usages

# groupname is staff on a mac
sudo chgrp -R groupname .
sudo chmod -R g+rwX .
sudo find . -type d -exec chmod g+s '{}' +

git restore the_vue_js_handbook/poc_vue_api/frontend_1
git restore the_vue_js_handbook/poc_vue_api/frontend_2