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ALML - Coggle Diagram
ALML
GenAI
Agent
Langgraph
https://blog.finxter.com/building-complex-multi-agent-teams-and-setups-with-langgraph/
,
academy
https://academy.langchain.com/courses/intro-to-langgraph
https://github.com/langchain-ai/langchain-academy
https://github.com/NirDiamant/GenAI_Agents/tree/main/all_agents_tutorials
human-in-the-loop
https://github.com/langchain-ai/langgraph/discussions/306
use cases
coding assist
https://github.com/kturung/langgraph_streamlit_codeassistant/
random research
https://github.com/jank/curiosity
https://github.com/NirDiamant/GenAI_Agents
build knowledge graph
https://towardsdatascience.com/building-a-knowledge-graph-from-scratch-using-llms-f6f677a17f07
https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/why-agents-are-the-next-frontier-of-generative-ai
https://github.com/langflow-ai/langflow
https://www.youtube.com/watch?v=RWo4GDTZIsE
Host
Ollama
https://readmedium.com/running-open-source-llms-locally-using-ollama-a-step-by-step-guide-cf2ab62c817a
llama3.2
https://www.datacamp.com/blog/llama-3-2
Amazon Bedrock
Claude3.5
Huggingface
https://www.linkedin.com/posts/zorawarpurohit_ai-opensource-machinelearning-activity-7252996478460153856-xKMP?utm_source=share&utm_medium=member_desktop
RAG
https://huyenchip.com/2024/07/25/genai-platform.html
https://www.youtube.com/watch?v=VqQti9nGoe4
https://github.com/JoshuaC215/agent-service-toolkit
https://agent-service-toolkit.streamlit.app/
https://github.com/danny-avila/rag_api
ReAct Chatbot
https://github.com/jank/curiosity
Database
Vector database
Relational database
https://python.langchain.com/docs/tutorials/sql_qa/
Visualised demo
bias
https://www.bloomberg.com/graphics/2023-generative-ai-bias/
embedding
https://ig.ft.com/generative-ai/
LLM
https://hackaday.com/2024/11/20/an-animated-walkthrough-of-how-large-language-models-work/
Prompt
https://www.forbes.com/sites/jodiecook/2024/10/15/5-chatgpt-prompts-to-write-your-principles-and-live-by-them/
Programming
Python
Testing
https://app.pluralsight.com/library/courses/python-3-testing/table-of-contents
Package management
https://app.pluralsight.com/library/courses/python-3-development-environments-package-management/table-of-contents
python -m -venv .venv
..venv\Scripts\activate
API
https://app.pluralsight.com/library/courses/fastapi-fundamentals/
Deployment
wheel
docker
local os
https://www.oreilly.com/library/view/python-programming-on/1565926218/ch18s05s05.html
Concurrency
https://freedium.cfd/https:/towardsdatascience.com/python-concurrency-a-brain-friendly-guide-for-data-professionals-a6215a3e9e26
Output
powerpoint
https://towardsdatascience.com/automate-powerpoint-slides-creation-with-python-a639c7d429a6
json
https://github.com/PragmaticMachineLearning/docai
drawio
https://app.diagrams.net/?src=about
git-version control
https://dev.to/chintanonweb/git-like-a-pro-10-things-i-regret-not-knowing-earlier-24kp
UI
Kivy
https://www.youtube.com/watch?app=desktop&v=bMHK6NDVlCM&list=PLzMcBGfZo4-kSJVMyYeOQ8CXJ3z1k7gHn&index=1
link to www.youtube.com
Streamlit
https://www.youtube.com/watch?v=eQY7hfkw-Ag
django
flask
cody - best coding assistant
https://sourcegraph.com/blog/local-code-completion-with-ollama-and-cody
https://youtu.be/9b0Cuw-V2BY
Continue
https://docs.continue.dev/customize/model-providers/ollama
Machine learning
Deep learning
https://app.pluralsight.com/library/courses/deep-learning-big-picture/table-of-contents
https://www.kaggle.com/code/dmackay39/tap-ml-session-2?scriptVersionId=165030727
Tools
Pandas
https://app.pluralsight.com/library/courses/pandas-functions/table-of-contents
scikit-learn
https://app.pluralsight.com/library/courses/employing-ensemble-methods-scikit-learn/table-of-contents