Talking to Chatbots and Reddgr Featured Content

Generative AI Resources

Datasets

Talking to Chatbots dataset. Over 2,800 chatbot conversations:

Talking to Chatbots unwrapped chats. Over 10,000 chatbot prompts, with their corresponding LLM inference, detailed statistics, and metrics:

NLI Chatbot Prompt Categorization dataset. Over 1,000 annotated LLM prompts, from diverse real-world sources (lmsys/lmsys-chat-1m, reddgr/talking-to-chatbots-chats), suitable for textual entailment and natural language inference (NLI) tasks.

Find all the datasets on my Hugging Face page.

Models

NLI Chatbot Prompt Categorization. A fine-tuned version of BART I trained locally on the reddgr/nli-chatbot-prompt-categorization dataset. A lightweight model specialized in categorizing chatbot prompts with zero-shot inference. I use it for categorizing all conversations shared in Talking to Chatbots.

Comparison chart with two confusion matrices for zero-shot prompt classification. Left matrix titled Zero-shot classification with facebook/bart-large-mnli showing predicted classes against true classes for twelve categories, including technology, coding, language, science, writing, and business. Accuracy is 0.3277 with F1 score of 0.2979. Right matrix titled ZS classification with reddgr/zero-shot-prompt-classifier-bart-ft showing improved results for the same categories. Accuracy is 0.6084 with F1 score of 0.5759. Both matrices feature heatmaps with higher values highlighted, and category labels are listed along the axes. Alt text by ALT Text Artist GPT
Comparison chart with two confusion matrices for zero-shot prompt classification. Left matrix titled Zero-shot classification with facebook/bart-large-mnli showing predicted classes against true classes for twelve categories, including technology, coding, language, science, writing, and business. Accuracy is 0.3277 with F1 score of 0.2979. Right matrix titled ZS classification with reddgr/zero-shot-prompt-classifier-bart-ft showing improved results for the same categories. Accuracy is 0.6084 with F1 score of 0.5759.

Request vs Question (RQ) and Test vs Learn (TL) prompt classifiers. Fine-tuned versions of DistilBERT trained on a sets of manually annotated chatbot prompts classified as “request/question” (RQ) and “test/learn” (TL). I use this model to calculate metrics used by the SCBN-RQTL chatbot response evaluation benchmark. All prompts in Talking to Chatbots are classified using the RQTL metrics.

Header from a conversation on the Talking to Chatbots website, presenting details about the model and chatbot, categorized using the NLI Chatbot Prompt Categorization model, along with request/question and test/learn classification metrics generated by the RQTL classification models.

Find all the models on my Hugging Face page.

Chatbots, Assistants, GPTs, Agents… Built by David G. R.

My collection of GPTs, AI assistants, and characters

ALT Text Artist: a GPT that quickly generates Alt texts or creative captions for the images you upload. The GPT is trained in heavy usage on the maintenance of this website and my social media sites. ALT Text Artist can define the image independently if no text prompt is provided as well as incorporate into the description any additional knowledge provided in the prompt. The text can also be swiftly adapted to multiple requirements such as length, style, and level of detail.

Python Code Streamliner: a GPT for streamlining your Python coding by converting natural language instructions into quick code snippets. I continuously develop and train this GPT as I leverage ChatGPT on my daily Python coding tasks.

R Code Streamliner: similar to Python Code Streamliner, specifically trained on my coding tasks in the R language, which I use primarily for projects related to my master’s degree in artificial intelligence applied to financial markets. A GPT that provides direct code solutions in R, acting as a dedicated coding assistant, translating complex requirements into practical R scripts.

The Meme Erudite: a GPT that dissects memes with scholarly flair and a hint of faux condescension. Read more: The Meme Erudite GPT Discusses Philosophy, AGI, and Correlation-Causation.

Syntax Sentry: a GPT primarily focused on correcting grammar and spelling in texts, tailored for blogging, social media writing, copywriting, and business emails. It is especially helpful for non-professional writers and non-native speakers.

Hulio: a Character.AI persona bringing life to this website’s avatar. A dynamic and colorful character, Hulio is a lover of music and art with a boundless sense of curiosity and adventure. From his unexpected success as the CEO of TalkingToChatBots.com to his passion for exploring the world and connecting with others, there’s always something entertaining and endearing about Hulio.

Logo for the ALT Text Artist GPT featuring stylized, 3D block letters "ALT" with a color gradient and shadow effect, giving it a vibrant, retro look. Each letter is uniquely colored, with the 'A' in orange and red tones, 'L' in blue and green, and 'T' in yellow and orange, all set against a neutral background.
Alt Text Artist
Python Code Streamliner
Syntax Sentry logo
Syntax Sentry
R Code Streamliner
AI-generated picture of a man with sunglasses
Hulio, on Character.AI
The Meme Erudite logo
The Meme Erudite

Internal Content Sections

Blog: periodic, AI-enhanced long-form content covering diverse topics, enriched with visuals and external links.

Talking to Chatbots: a compilation of generative AI conversations posted in the blog, other sections of the website, and social media. Classifies chat by theme and use case and each chat page may contain additional details about the model that was used and prompt engineering techniques.

Stock Market Indices: general info and updates about indices I build and maintain with the help of investment tools such as Thematic and Jika.io.

Spotify and YouTube Playlists: a repository for all website-related playlists of songs and videos.

Professional & Academic Content

LinkedIn. My personal LinkedIn profile. I enjoy talking about diverse business and professional topics in my comments, posts and articles. Check Activity section for thoughts and content.

TalkkingToChatBots.com and Reddgr on LinkedIn. The place for posting Reddgr content predominantly related to business and professional networking. Follow page for updates and read the Posts feed for interesting content I share in there.

Slideshare. An old but useful platform for uploading slide decks. I only ever uploaded the Master’s Thesis deck about cryptography and network security I wrote in 2009. Will soon be uploading more up-to-date and AI-assisted content.

Finance & Business

Thematic. The core platform for designing and maintaining the $DGR* stock market indexes

Photography, Video & Imaging

SNOB (Do Not Read This Blog). My first blog on the Blogger platform, which was written in Spanish. I kept the blog updated on a regular basis between 2006 and 2008, and I am currently working on remastering and translating the content.

Flickr. I joined Flickr in 2006 and I’m grateful to that platform for the joyful experiences, connections and learning it has delivered to me through the art of photography. All my photos are published under Creative Commons Attribution 2.0 license.

NightCafé Studio. My favorite platform for AI text-to-image creations.

YouTube. I opened a YouTube channel in 2006, before it was acquired by Google. I had to remove much of my content due to legitimate copyright claims after the platform went mainstream. I still keep some of the content I created then and will likely be using the Blog as inspiration for adding new content in the future.

Music

Spotify. This is the main source of external content for Reddgr. The Spotify platform does not have too many social features, but you are welcome to follow me and subscribe to any of the 100+ playlists I’ve published over the years.

Leave a Reply

Your email address will not be published. Required fields are marked *

*