convostack vs rellm

convostack

Plug and play embeddable AI chatbot widget and backend deployment framework (by ConvoStack)

chat-widget Chatbot

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convostack.ai

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rellm

Exact structure out of any language model completion. (by r2d4)

llm huggingface-transformers Transformers

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convostack		rellm
	Project
5	Mentions	7
194	Stars	491
3.1%	Growth	-
8.7	Activity	5.0
11 months ago	Latest Commit	9 months ago
TypeScript	Language	Python
MIT License	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

convostack

Posts with mentions or reviews of convostack. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-07.

Run and create custom ChatGPT-like bots with OpenChat
15 projects | news.ycombinator.com | 7 Jun 2023

https://github.com/ConvoStack/convostack
Show HN: ConvoStack – Open-source chat framework for langchain
1 project | news.ycombinator.com | 4 Jun 2023
Does anyone know the best way to put a nice UI/GUI on a LangChain app and in your opinion what is the best online VectorDB to use that's simple and flexible like ChromaDB?
2 projects | /r/LangChain | 3 Jun 2023

I've found Pinecone very easy to work with and their free tier (if you can get on it) is solid. For the GUI, I suggest checking out https://github.com/ConvoStack/convostack. It also has a ready to go playground for chat QA using Pinecone (with a web crawler for loading your documents).
Open-source chat widget for Langchain apps
1 project | /r/LangChain | 3 Jun 2023
GitHub - ConvoStack/convostack: Open-source alternative to Intercom’s AI chatbot
1 project | /r/webdev | 3 Jun 2023

rellm

Posts with mentions or reviews of rellm. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-07.

Run and create custom ChatGPT-like bots with OpenChat
15 projects | news.ycombinator.com | 7 Jun 2023

- https://github.com/r2d4/rellm
Forcing GPT-4 or GPT-3.5-turbo to adhere to a specific output format
1 project | /r/PromptEngineering | 27 May 2023

MS guidance as mentioned and ReLLM
GitHub - r2d4/rellm: Exact structure out of any language model completion.
1 project | /r/integratedai | 25 May 2023

1 project | /r/programming | 7 May 2023
AI Showdown: Wizard Vicuna vs. Stable Vicuna, GPT-4 as the judge (test in comments)
2 projects | /r/LocalLLaMA | 11 May 2023
ReLLM: Exact Structure for Large Language Model Completions
1 project | news.ycombinator.com | 5 May 2023

There's probably a better API that wraps generate, but there's a bit more work than the logit mask.
You have to go one token at a time, otherwise the masking becomes combinatoric rather than linear (two tokens at a time -- need to generate all two token pairs, etc.).
But otherwise, that's what the code does! https://github.com/r2d4/rellm/blob/main/rellm/rellm.py#L21
r2d4/rellm: Exact structure out of any language model completion.
1 project | /r/programming | 5 May 2023

What are some alternatives?

When comparing convostack and rellm you can also consider the following projects:

OpenChat - LLMs custom-chatbots console ⚡

llama-api-server - A OpenAI API compatible REST server for llama.

gpt-jargon - Jargon is a natural language programming language specified and executed by LLMs like GPT-4.

Solara - A Pure Python, React-style Framework for Scaling Your Jupyter and Web Apps

guidance - A guidance language for controlling large language models. [Moved to: https://github.com/guidance-ai/guidance]

magma-chat - Ruby on Rails 7-based ChatGPT Bot Platform

basaran - Basaran is an open-source alternative to the OpenAI text completion API. It provides a compatible streaming API for your Hugging Face Transformers-based text generation models.

awesome-ml - Curated list of useful LLM / Analytics / Datascience resources

NeMo-Guardrails - NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.