RAG-AgenticAI

This is the Coursera course with integration of IBM, where RAG(Retrival Augmented Generation) and Agentic AI and then Multimodel AI Agent is covered using Langchain and Lachgraph to prepare the full AI ecosystem

Course 1 -> Reading: Comprehensive Guide to Generative AI

https://author-ide.skills.network/render?token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJtZF9pbnN0cnVjdGlvbnNfdXJsIjoiaHR0cHM6Ly9jZi1jb3Vyc2VzLWRhdGEuczMudXMuY2xvdWQtb2JqZWN0LXN0b3JhZ2UuYXBwZG9tYWluLmNsb3VkL1QtZFFBWDRnSGZCUFhudmxXYXZseHcvQSUyMFF1aWNrJTIwR3VpZGUlMjB0byUyMEdlbkFJLXYxLm1kIiwidG9vbF90eXBlIjoiaW5zdHJ1Y3Rpb25hbC1sYWIiLCJhdGxhc19maWxlX2lkIjoyODg0NDYsImFkbWluIjpmYWxzZSwiaWF0IjoxNzQ2MTI4Mjk2fQ.aKGwxkCpxRgtTPgJMuOd8Y5BQd2Pxzslp8RfLDdyI58

Gradio UI component like Textbox(),Number()

https://labs.cognitiveclass.ai/v2/tools/cloud-ide?ulid=ulid-d5843e4421c6e292b42f49db285e69757df710f3

Gradio Cheatsheet

https://author-ide.skills.network/render?token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJtZF9pbnN0cnVjdGlvbnNfdXJsIjoiaHR0cHM6Ly9jZi1jb3Vyc2VzLWRhdGEuczMudXMuY2xvdWQtb2JqZWN0LXN0b3JhZ2UuYXBwZG9tYWluLmNsb3VkLzQwNi1WenlMSHhnVExfeTdZcXRQeHcvQ2hlYXQlMjBTaGVldC0lMjBCdWlsZGluZyUyMGFwcHMlMjB3aXRoJTIwUkFHLXYxLm1kP3Q9MTc0NjEyODk5NyIsInRvb2xfdHlwZSI6Imluc3RydWN0aW9uYWwtbGFiIiwiYXRsYXNfZmlsZV9pZCI6MzExNDkyLCJhZG1pbiI6ZmFsc2UsImlhdCI6MTc1NzY5NzU2MH0.asQhA8L0aQmYrVMOPKtsObT5t_h4VJCNxem59HuJDTI

LangChain vs LlamaIndex

https://author-ide.skills.network/render?token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJtZF9pbnN0cnVjdGlvbnNfdXJsIjoiaHR0cHM6Ly9jZi1jb3Vyc2VzLWRhdGEuczMudXMuY2xvdWQtb2JqZWN0LXN0b3JhZ2UuYXBwZG9tYWluLmNsb3VkL0NpcmFnYm1TTE5pLVNwaHpyUXBkMGcvTGFuZ0NoYWluJTIwYW5kJTIwTGFtYUluZGV4JTIwQ29tcGFyZWQtdjEubWQ_dD0xNzQ2NjYwMTcyIiwidG9vbF90eXBlIjoiaW5zdHJ1Y3Rpb25hbC1sYWIiLCJhdGxhc19maWxlX2lkIjozMTEzNDAsImFkbWluIjpmYWxzZSwiaWF0IjoxNzU3Njk3NTU5fQ.8BJyvqvsitgoLU914ce2ApBMxCvP137r7miDmrztGrs

Llama Idex Cheatsheet

https://author-ide.skills.network/render?token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJtZF9pbnN0cnVjdGlvbnNfdXJsIjoiaHR0cHM6Ly9jZi1jb3Vyc2VzLWRhdGEuczMudXMuY2xvdWQtb2JqZWN0LXN0b3JhZ2UuYXBwZG9tYWluLmNsb3VkL1lEQ0ozVlhIRUFvRDhfMHZ1SjdtVGcvQnVpbGQlMjBSQUclMjBBcHBzJTIwd2l0aCUyMExsYW1hSW5kZXgtdjEubWQ_dD0xNzQ2NjU4MzA3IiwidG9vbF90eXBlIjoiaW5zdHJ1Y3Rpb25hbC1sYWIiLCJhdGxhc19maWxlX2lkIjozMDg1MTAsImFkbWluIjpmYWxzZSwiaWF0IjoxNzU3Njk3NTM2fQ.6QcZwcZpZIZudODUmef3woMq4PM4tIPeyfo4xiy-Poo

Similarity Search

https://author-ide.skills.network/render?token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJtZF9pbnN0cnVjdGlvbnNfdXJsIjoiaHR0cHM6Ly9jZi1jb3Vyc2VzLWRhdGEuczMudXMuY2xvdWQtb2JqZWN0LXN0b3JhZ2UuYXBwZG9tYWluLmNsb3VkL1RVLXBVZlRFNU1jbTZ1aDVVS2VkY0EvU2ltaWxhcml0eSUyMFNlYXJjaC12MS5tZD90PTE3NTAxNDYzMTIiLCJ0b29sX3R5cGUiOiJpbnN0cnVjdGlvbmFsLWxhYiIsImF0bGFzX2ZpbGVfaWQiOjMyNDgwMSwiYWRtaW4iOmZhbHNlLCJpYXQiOjE3NTc2OTc2NTZ9.iuoj9D9eTel7I1gzDNT4JyWjg2nQWdA3_zGZ3B5cwEo

AUDIO LAB Podcast

https://podcasts.skills.network/v2/qa/685d494e30b32052aef99c91?share=28rxx8os

Chrome DB Filtering

https://author-ide.skills.network/render?token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJtZF9pbnN0cnVjdGlvbnNfdXJsIjoiaHR0cHM6Ly9jZi1jb3Vyc2VzLWRhdGEuczMudXMuY2xvdWQtb2JqZWN0LXN0b3JhZ2UuYXBwZG9tYWluLmNsb3VkLzRWbnNfeURfS0xQZ2VIVm9BR2VFd2cvQ2hyb21hJTIwREIlMjBkZXRhaWxzJTIwZm9yJTIwUHl0aG9uLXYxLm1kP3Q9MTc0OTc0MTcyNCIsInRvb2xfdHlwZSI6Imluc3RydWN0aW9uYWwtbGFiIiwiYXRsYXNfZmlsZV9pZCI6MzMwNTg4LCJhZG1pbiI6ZmFsc2UsImlhdCI6MTc1NzY5NzcyNH0.vpErp00cCFjE0inxcYmDIR-wUuG0ZVRKwG8AOW7CoSs

Cheat Sheet: Introduction to Vector Databases and Chroma DB

https://author-ide.skills.network/render?token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJtZF9pbnN0cnVjdGlvbnNfdXJsIjoiaHR0cHM6Ly9jZi1jb3Vyc2VzLWRhdGEuczMudXMuY2xvdWQtb2JqZWN0LXN0b3JhZ2UuYXBwZG9tYWluLmNsb3VkL0NQWFZOYUFDbjB1MkdOSzIxR1ZwWGcvdmVjdG9yZGIlMjBmb3IlMjByYWclMjBtb2R1bGUlMjAxJTIwY2hlYXRzaGVldC12MS5tZD90PTE3NTA1OTU2ODQiLCJ0b29sX3R5cGUiOiJpbnN0cnVjdGlvbmFsLWxhYiIsImF0bGFzX2ZpbGVfaWQiOjM0MDMxNSwiYWRtaW4iOmZhbHNlLCJpYXQiOjE3NTc2OTc3OTF9.9ZLBKgtrkpa8M1s-8BAcsNjVgsrYl3yQQfSijA-x8n4

Vector Databases for Recommendation Systems and RAG Cheat Sheet

https://author-ide.skills.network/render?token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJtZF9pbnN0cnVjdGlvbnNfdXJsIjoiaHR0cHM6Ly9jZi1jb3Vyc2VzLWRhdGEuczMudXMuY2xvdWQtb2JqZWN0LXN0b3JhZ2UuYXBwZG9tYWluLmNsb3VkL0hGME4tdGtXN2ljTUU5azNqMENacWcvdmVjdG9yJTIwZGIlMjBmb3IlMjByYWclMjBtb2R1bGUlMjAyJTIwY2hlYXRzaGVldC12MS5tZD90PTE3NTA2OTI4MDUiLCJ0b29sX3R5cGUiOiJpbnN0cnVjdGlvbmFsLWxhYiIsImF0bGFzX2ZpbGVfaWQiOjM0MDU0MiwiYWRtaW4iOmZhbHNlLCJpYXQiOjE3NTc2OTc3OTV9.U45rOALSftVL49iYKYcF_zadnB9I6QLGrl5W19A4nYQ

Advanced Retrievers for RAG

https://author-ide.skills.network/render?token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJtZF9pbnN0cnVjdGlvbnNfdXJsIjoiaHR0cHM6Ly9jZi1jb3Vyc2VzLWRhdGEuczMudXMuY2xvdWQtb2JqZWN0LXN0b3JhZ2UuYXBwZG9tYWluLmNsb3VkL3lXYjZ4dU5ISzRBRU41ZVozaWxJckEvYWR2YW5jZWQlMjByYWclMjBjb3Vyc2UlMjBtb2R1bGUlMjAxJTIwY2hlYXRzaGVldC12MS5tZD90PTE3NTQ0MDgxOTUiLCJ0b29sX3R5cGUiOiJpbnN0cnVjdGlvbmFsLWxhYiIsImF0bGFzX2ZpbGVfaWQiOjM3ODkxNCwiYWRtaW4iOmZhbHNlLCJpYXQiOjE3NTc2OTc5NzJ9.iJ_vfS-n13BFFjmexoVS0H0PWf-vAJJHO96c0xubAXo

Cheat Sheet: Foundations of Multimodal AI

https://author-ide.skills.network/render?token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJtZF9pbnN0cnVjdGlvbnNfdXJsIjoiaHR0cHM6Ly9jZi1jb3Vyc2VzLWRhdGEuczMudXMuY2xvdWQtb2JqZWN0LXN0b3JhZ2UuYXBwZG9tYWluLmNsb3VkL0FHLWxzQnhjejNDd2luMVlPSFVxT2cvQ2hlYXRzaGVldCUyMEZvdW5kYXRpb25zJTIwb2YlMjBNdWx0aW1vZGFsJTIwQUktdjEubWQ_dD0xNzQ2NDI0MTczIiwidG9vbF90eXBlIjoiaW5zdHJ1Y3Rpb25hbC1sYWIiLCJhdGxhc19maWxlX2lkIjozMDQzNjIsImFkbWluIjpmYWxzZSwiaWF0IjoxNzU3Njk3NTE0fQ.TcItMqA19hytYEyJYwu8CdXsWA9r0ozMknFQYgGYGF8

Cheat Sheet: Integrating Visual and Video Modalities

https://author-ide.skills.network/render?token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJtZF9pbnN0cnVjdGlvbnNfdXJsIjoiaHR0cHM6Ly9jZi1jb3Vyc2VzLWRhdGEuczMudXMuY2xvdWQtb2JqZWN0LXN0b3JhZ2UuYXBwZG9tYWluLmNsb3VkL05Wc01aYjE3Zzg0ekt6QkpJX3RWQlEvSW50ZWdyYXRpbmclMjBWaXN1YWwlMjBhbmQlMjBWaWRlbyUyME1vZGFsaXRpZXMtdjEubWQ_dD0xNzQ2MTY3ODY5IiwidG9vbF90eXBlIjoiaW5zdHJ1Y3Rpb25hbC1sYWIiLCJhdGxhc19maWxlX2lkIjozMDU3MzksImFkbWluIjpmYWxzZSwiaWF0IjoxNzU3Njk3NTI2fQ.jWt2qDKR9BQhg7VlPtvhg4X3MzvEnaCvg3RE5DUPEec

Cheat Sheet: Advanced Multimodal Applications

https://author-ide.skills.network/render?token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJtZF9pbnN0cnVjdGlvbnNfdXJsIjoiaHR0cHM6Ly9jZi1jb3Vyc2VzLWRhdGEuczMudXMuY2xvdWQtb2JqZWN0LXN0b3JhZ2UuYXBwZG9tYWluLmNsb3VkL2pvSk5TblBCZkxsR25xd0o2aWhIbXcvQWR2YW5jZWQlMjBNdWx0aW1vZGFsJTIwQXBwbGljYXRpb25zLXYxLm1kP3Q9MTc0NzA2NTUwNiIsInRvb2xfdHlwZSI6Imluc3RydWN0aW9uYWwtbGFiIiwiYXRsYXNfZmlsZV9pZCI6MzA3NjIzLCJhZG1pbiI6ZmFsc2UsImlhdCI6MTc1NzY5NzUzMH0.FvPc3JUkEcjGvYa-pOu5SOOXaA8FEYtdtbYh4X3fX0k