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

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"

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

# 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 '{}' +