convostack
llama-api-server
| convostack | llama-api-server | |
|---|---|---|
| 5 | 1 | |
| 194 | 188 | |
| 3.1% | - | |
| 8.7 | 6.5 | |
| 11 months ago | 3 days ago | |
| TypeScript | Python | |
| MIT License | MIT License |
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convostack
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Run and create custom ChatGPT-like bots with OpenChat
https://github.com/ConvoStack/convostack
- Show HN: ConvoStack – Open-source chat framework for langchain
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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?
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
- GitHub - ConvoStack/convostack: Open-source alternative to Intercom’s AI chatbot
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 ⚡
Solara - A Pure Python, React-style Framework for Scaling Your Jupyter and Web Apps
NeMo-Guardrails - NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
magma-chat - Ruby on Rails 7-based ChatGPT Bot Platform
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.
awesome-ml - Curated list of useful LLM / Analytics / Datascience resources
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.