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Gen AI - Coggle Diagram
Gen AI
AI Engineering
Model as a service
tokens / context window length
self-supervision
vocabulary
language models
masked
auto-regressive
GPT
model adaption
prompt engineering
Few shot prompts
i.e provide examples
decomposition
ask the LLM to break the prompt task into sub-tasks
GRWC framework
additional information before
RAG
Content 2 vectors
augement prompt with the RAG vectors
Fine tuning
agents
Pre-training
Fine tuning
Post-training
AI Tools
Notebook LLM
(Docs as a service)
Github co-pilot
(AI code assistant) :check:
ChatGPT+
(AI general assistant) :check:
AI tutor
AI De-clutterer
AI time manager/tracker
AI Goal tracker
AI adoption
Crawl->Walk->Run
Evaluation is critical
Best use cases for AI as of right away are places:
where verifying the answer is very easy