flask-socketio-llm-com
Language-games
flask-socketio-llm-com | Language-games | |
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3 | 3 | |
- | 97 | |
- | - | |
- | 10.0 | |
- | over 4 years ago | |
Python | ||
- | MIT License |
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flask-socketio-llm-com
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Ask HN: What have you built with LLMs?
https://github.com/russellballestrini/flask-socketio-llm-com...
This project is a chatroom application that allows users to join different chat rooms, send messages, and interact with multiple language models in real-time. The backend is built with Flask and Flask-SocketIO for real-time web communication, while the frontend uses HTML, CSS, and JavaScript to provide an interactive user interface.
demo here supports communication with `vllm/openchat`:
* http://home.foxhop.net:5001
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Ask HN: How to figure out a good direction/goals for the year ahead?
next year I'm focusing on learning more about AI, I bought a $3.5k computer with an nvidia RTX 4090 24G of memory, it arrived today, I plan to extend my playground chat app to use local models for text generation and image generation inference (https://github.com/russellballestrini/flask-socketio-llm-com...)
I'm going to be looking into fine tuning process in some way.
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Open source alternative to ChatGPT and ChatPDF-like AI tools
https://github.com/russellballestrini/flask-socketio-llm-com...
I'm building a similar app but uses python/socket.io
Language-games
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Ask HN: What have you built with LLMs?
I was working on this stuff before it was cool, so in the sense of the precursor to LLMs (and sometimes supporting LLMs still) I've built many things:
1. Games you can play with word2vec or related models (could be drop in replaced with sentence transformer). It's crazy that this is 5 years old now: https://github.com/Hellisotherpeople/Language-games
2. "Constrained Text Generation Studio" - A research project I wrote when I was trying to solve LLM's inability to follow syntactic, phonetic, or semantic constraints: https://github.com/Hellisotherpeople/Constrained-Text-Genera...
3. DebateKG - A bunch of "Semantic Knowledge Graphs" built on my pet debate evidence dataset (LLM backed embeddings indexes synchronized with a graphDB and a sqlDB via txtai). Can create compelling policy debate cases https://github.com/Hellisotherpeople/DebateKG
4. My failed attempt at a good extractive summarizer. My life work is dedicated to one day solving the problems I tried to fix with this project: https://github.com/Hellisotherpeople/CX_DB8
- The Limits of GPT-3 and Similar Large Language Models
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Semantle
I wrote a set of "language games" using word embeddings. Very similar to what's shown here.
https://github.com/Hellisotherpeople/Language-games
What are some alternatives?
danswer - Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge.
gpt_jailbreak_status - This is a repository that aims to provide updates on the status of jailbreaking the OpenAI GPT language model.