magma-chat
llama-api-server
| magma-chat | llama-api-server | |
|---|---|---|
| 4 | 1 | |
| 206 | 182 | |
| 4.9% | - | |
| 8.4 | 6.5 | |
| 9 months ago | 9 days ago | |
| Ruby | Python | |
| GNU General Public License v3.0 or later | MIT License |
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magma-chat
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Run and create custom ChatGPT-like bots with OpenChat
This feels similar to MagmaChat [1] which I open sourced about a month ago. Except mine is in Ruby on Rails.
[1] https://magmachat.ai
- MagmaChat v0.1.0 Released – Rails 7-based ChatGPT bot platform
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Google “We Have No Moat, and Neither Does OpenAI”
If you're technical just get yourself OpenAI API access which is super cheap and hook it up to your own self-hosted ChatGPT clone like https://github.com/magma-labs/magma-chat
The wait for GPT-4 is not as long as it used to be, and when you're using the API directly there's no censorship.
- Show HN: Open-Source ChatGPT Bot Platform Written in Ruby on Rails 7
llama-api-server
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Run and create custom ChatGPT-like bots with OpenChat
Disclaimer: I am curating LLM-tools on github [1]
A few thoughts:
* allow for custom endpoint URLs, this way people can use open source LLMs with a fake openAI API backend like basaran[2] or llama-api-server[3]
* look into better embedding methods for info-retrieval like InstructorEmbeddings or Document Summary Index
* Don't use a single embedding per content item, use multiple to increase retrieval quality
1 https://github.com/underlines/awesome-marketing-datascience/...
2 https://github.com/hyperonym/basaran
3 https://github.com/iaalm/llama-api-server
What are some alternatives?
OpenChat - LLMs custom-chatbots console ⚡
IF
convostack - Plug and play embeddable AI chatbot widget and backend deployment framework
empirical-philosophy - A collection of empirical experiments using large language models and other neural network architectures to test the usefulness of metaphysical constructs.
NeMo-Guardrails - NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
gpt-jargon - Jargon is a natural language programming language specified and executed by LLMs like GPT-4.
rellm - Exact structure out of any language model completion.
lmql - A language for constraint-guided and efficient LLM programming.
awesome-ml - Curated list of useful LLM / Analytics / Datascience resources