Generative AI/chatbot best practices
Over the last year, each of us in the industry has been learning how to integrate generative AI together, mostly exploring and figuring things out as we’ve g...
Posts by Tag
- langchain 6
- llm 6
- chatbot 5
- best practices 3
- humor 1
- cs 1
- cli 1
- technical interviews 1
- algorithms 1
- python 1
- llm' 1
- agile 1
- principles 1
- philosophy 1
- leetcode 1
- arrays_and_hashing 1
- tesla 1
- fsd 1
- autonomy 1
langchain
Strategies to eliminate LLM parroting (responding as both sides of conversation)
LLMs have been described as stochastic parrots (see the LangChain logo/mascot).
Creating a versatile multi-prompt chatbot with memory and a data store in LangChain.
Here’s an example approach to creating a chatbot with LangChain which integrates:
Achieving route stickiness in LangChain’s multi-prompt routing
LangChain’s MultiPromptRouter is a powerful tool you can use to dynamically route an incoming message to chains with different models depending on the messag...
Achieving maximal chatbot versatility with topic routing in LangChain
Using a single prompt for a chatbot quickly runs into limitations.
LangChain lessons and observations
This is mostly a scratch for me to refer to, but figured it might also be helpful someone else.
llm
Generative AI/chatbot best practices
Over the last year, each of us in the industry has been learning how to integrate generative AI together, mostly exploring and figuring things out as we’ve g...
Strategies to eliminate LLM parroting (responding as both sides of conversation)
LLMs have been described as stochastic parrots (see the LangChain logo/mascot).
How to speak properly to an LLM
An LLM is literally a text predicting machine. That’s all it does.
Creating a versatile multi-prompt chatbot with memory and a data store in LangChain.
Here’s an example approach to creating a chatbot with LangChain which integrates:
Achieving maximal chatbot versatility with topic routing in LangChain
Using a single prompt for a chatbot quickly runs into limitations.
LangChain lessons and observations
This is mostly a scratch for me to refer to, but figured it might also be helpful someone else.
chatbot
Generative AI/chatbot best practices
Over the last year, each of us in the industry has been learning how to integrate generative AI together, mostly exploring and figuring things out as we’ve g...
Strategies to eliminate LLM parroting (responding as both sides of conversation)
LLMs have been described as stochastic parrots (see the LangChain logo/mascot).
Creating a versatile multi-prompt chatbot with memory and a data store in LangChain.
Here’s an example approach to creating a chatbot with LangChain which integrates:
Achieving route stickiness in LangChain’s multi-prompt routing
LangChain’s MultiPromptRouter is a powerful tool you can use to dynamically route an incoming message to chains with different models depending on the messag...
Achieving maximal chatbot versatility with topic routing in LangChain
Using a single prompt for a chatbot quickly runs into limitations.
best practices
Generative AI/chatbot best practices
Over the last year, each of us in the industry has been learning how to integrate generative AI together, mostly exploring and figuring things out as we’ve g...
8 Wastes of Six Sigma, Applied to Software Engineering
Six Sigma is basically the study of efficiency in manufacturing.
SOLID Principles Cheat Sheet
SOLID is an acronym representing 5 principles of object-oriented programming that inform the construction of well-designed, maintainable components. These pr...
humor
Procrastisort
I’ve invented a brand new sorting algorithm, called procrastisort.
cs
Procrastisort
I’ve invented a brand new sorting algorithm, called procrastisort.
cli
CLI Management with Navi
If you’re sick of looking through your shell history to find a command to modify and reuse, check out Navi.
technical interviews
Sliding Window Technique
The sliding window technique is used to eliminate travel waste (nested loop) within an array whenever you need to operate on subarrays of length K.
algorithms
Sliding Window Technique
The sliding window technique is used to eliminate travel waste (nested loop) within an array whenever you need to operate on subarrays of length K.
python
Python Class Overview
I thought it would be fun to review classes in Python and produce a blog post as an artifact, maybe to help others, or to serve as a brush-up for future-me.
llm'
Achieving route stickiness in LangChain’s multi-prompt routing
LangChain’s MultiPromptRouter is a powerful tool you can use to dynamically route an incoming message to chains with different models depending on the messag...
agile
Agile software development cheat sheet for new devs or non-technical contributors
This is a cheat sheet for a junior dev or anyone from non-technical background joining a technical team for the first time, who wants to know how it typicall...
principles
Insights about software development I wish had clicked earlier
A collection of insights I wish I’d had earlier in my careeer, that might be useful to others.
philosophy
Insights about software development I wish had clicked earlier
A collection of insights I wish I’d had earlier in my careeer, that might be useful to others.
leetcode
LeetCode 219 - Contains Duplicate II
LeetCode - Contains Duplicate II
arrays_and_hashing
LeetCode 219 - Contains Duplicate II
LeetCode - Contains Duplicate II
tesla
Tesla’s FSD v12 Information from Tesla Engineers
I’m a huge Tesla FSD nerd. The software fascinates me.
fsd
Tesla’s FSD v12 Information from Tesla Engineers
I’m a huge Tesla FSD nerd. The software fascinates me.
autonomy
Tesla’s FSD v12 Information from Tesla Engineers
I’m a huge Tesla FSD nerd. The software fascinates me.