Bot Meets World: AI News, Tools, and Hot Takes

Bonus: Crash course on ai chatbots for documents (how do they work!?)

July 07, 2023 Alex Furmansky Season 1 Episode 0
Bonus: Crash course on ai chatbots for documents (how do they work!?)
Bot Meets World: AI News, Tools, and Hot Takes
More Info
Bot Meets World: AI News, Tools, and Hot Takes
Bonus: Crash course on ai chatbots for documents (how do they work!?)
Jul 07, 2023 Season 1 Episode 0
Alex Furmansky

A common use case I've seen for AI is the ability to "chat with" your files and documents. It's the most common explainer I deliver on client calls. After listening to this short episode, you'll have a solid understanding of how these systems are built.

I'll explain everything at both the "explain me like I'm 5" level and the technical engineer level. I cover embeddings, vector databases, vector search, and GPT-based synthesis.

Examples of use cases:

  • Load HR policies and then employees can simply ask questions of their HR chatbot rather than HR staff. 
  • Load precedent legal contracts and then query for new clauses based on precedent
  •  Load all your personal financial documents and then query for personal tax planning

Incumbent companies like DropBox have announced plans to incorporate such features. Countless upstarts have sprung up in the past 6 months promising to do this for enterprises.  Frameworks like Langchain exist for developers who want to quickly hack this together themselves. 

Show Notes

A common use case I've seen for AI is the ability to "chat with" your files and documents. It's the most common explainer I deliver on client calls. After listening to this short episode, you'll have a solid understanding of how these systems are built.

I'll explain everything at both the "explain me like I'm 5" level and the technical engineer level. I cover embeddings, vector databases, vector search, and GPT-based synthesis.

Examples of use cases:

  • Load HR policies and then employees can simply ask questions of their HR chatbot rather than HR staff. 
  • Load precedent legal contracts and then query for new clauses based on precedent
  •  Load all your personal financial documents and then query for personal tax planning

Incumbent companies like DropBox have announced plans to incorporate such features. Countless upstarts have sprung up in the past 6 months promising to do this for enterprises.  Frameworks like Langchain exist for developers who want to quickly hack this together themselves.