Industrial Society and its Future, Principals of History
If a SMALL change is made that affects a long-term historical trend, then the effect of that change will almost always be transitory—the trend will soon revert to its original state.
If a change is made that is sufficiently large to alter permanently a long-term historical trend, then it will alter the society as a whole. In other words, a society is a system in which all parts are interrelated, and you can’t permanently change any important part without changing all other parts as well.
If a change is made that is large enough to alter permanently a long-term trend, then the consequences for the society as a whole cannot be predicted in advance.
The ChatBots we will be developing use LLM's like GPT4 which powers ChatGPT
ChatBots hide logic that is used to generate a response, for example generating a response that is then fed into another query which then produces a response sent to a user
ChatGPT is a General Agent we will be working on Specific Agents such as
Customer Support
Sales
Mortgage
Human Resources
The state of AI LLM Tooling
LLM + Embedding API's
Self Hosted LLM + Frontends
LLM Application Frameworks / Tooling
Vector Database
Text Chunking
Structure Data Extraction
Document Loaders
Tools (Calculator, Search Google, SQL)
LLMOps Operations, Logging, and Metrics
Prompt Communities
GUI Tools, like Flow Wise
What is Flowise
Tool box to create Sovereign chatbots
DOES NOT INCLUDE LLM
Built on top of LLM Application Framework LangChain
Integrates with Langflow Prompt Community
Integrates with various LLMOps Tools
Allows you to deploy your Chatbot on the public internet out of the box