chatbot
Differences between Langchain & LlamaIndex
tl;dr You’ll be fine with just LangChain, however, LlamaIndex is optimized for indexing, and retrieving data. Here are the details To answer your question, it’s important we go over the following terms: Retrieval-Augmented Generation Retrieval-Augmented Generation (or RAG) is an architecture used to help large language models like GPT-4 provide better responses by using relevant … Read more
How can I program a simple chat bot AI?
You probably want to look into Markov Chains as the basics for the bot AI. I wrote something a long time ago (the code to which I’m not proud of at all, and needs some mods to run on Python > 1.5) that may be a useful starting place for you: http://sourceforge.net/projects/benzo/ EDIT: Here’s a … Read more
How to create a smart chat-bot? [closed]
The first step, in taking this game to the next level, is … …to have a very clear view of prior art! (and pardon me to say, the question doesn’t suggest that you have such an extensive insight into the matter [and you’re not alone, count me in ;-)]) Even, and maybe in particular, if … Read more
Any tutorials for developing chatbots? [closed]
You can read a nice introduction to various techniques used to design chatbots here: http://www.gamasutra.com/view/feature/6305/beyond_fa%C3%A7ade_pattern_matching_.php Also, here are a few useful links: http://web.archive.org/web/20120320060043/ http://ai-programming.com/bot_tutorial.htm http://www.alicebot.org/be.html http://en.wikipedia.org/wiki/List_of_chatterbots http://www.codeproject.com/Articles/36106/Chatbot-Tutorial http://www.slideshare.net/amyiris/ai-and-python-developing-a-conversational-interface-using-python The Natural Language Toolkit (python) implements a few chatbots: http://nltk.github.com/api/nltk.chat.html Simple pipeline architecture for a spoken dialogue system from the book Natural Language Processing with Python – … Read more
How do Markov Chain Chatbots work?
I made a Markov chain chatbot for IRC in Python a few years back and can shed some light how I did it. The text generated does not necessarily make any sense, but it can be really fun to read. Lets break it down in steps. Assuming you have a fixed input, a text file, … Read more