lmql
OpenChat
| lmql | OpenChat | |
|---|---|---|
| 30 | 13 | |
| 3,342 | 5,057 | |
| 2.9% | 0.4% | |
| 9.5 | 9.5 | |
| 7 days ago | 2 months ago | |
| Python | JavaScript | |
| Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
lmql
- Show HN: Fructose, LLM calls as strongly typed functions
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Prompting LLMs to constrain output
have been experimenting with guidance and lmql. a bit too early to give any well formed opinions but really do like the idea of constraining llm output.
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[D] Prompt Engineering Seems Like Guesswork - How To Evaluate LLM Application Properly?
the only time i've ever felt like it was anything other than guesswork was using LMQL . not coincidentally, LMQL works with LLMs as autocomplete engines rather than q&a ones.
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Guidance for selecting a function-calling library?
lqml
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Show HN: Magentic – Use LLMs as simple Python functions
This is also similar in spirit to LMQL
https://github.com/eth-sri/lmql
- Show HN: LLMs can generate valid JSON 100% of the time
- LangChain Agent Simulation – Multi-Player Dungeons and Dragons
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The Problem with LangChain
LLM calls are just function calls, so most functional composition is already afforded by any general-purpose language out there. If you need fancy stuff, use something like Python‘s functools.
Working on https://github.com/eth-sri/lmql (shameless plug, sorry), we have always found that compositional abstractions on top of LMQL are mostly there already, once you internalize prompts being functions.
- Is there a UI that can limit LLM tokens to a preset list?
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Local LLMs: After Novelty Wanes
LMQL is another.
OpenChat
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Open source Q&A chatbot UI Recommendation?
Any recommendations for an open source repos that support web based chat ui where you can upload docs,pds,links,etc? So far i found https://github.com/openchatai/OpenChat but it doesnt support llama, claude, etc. Theres also https://github.com/h2oai/h2ogpt but their gradio UI is overly complicated (meant for technical people) and not user friendly.
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OpenCopilot – AI Copilot (sidekick) for your own SaaS product
I think that is fair.
I deleted the old custom license and replaced it with MIT license.
https://github.com/openchatai/OpenChat/blob/main/LICENSE
We will also make sure that MIT is our to-go license in the coming projects.
- OpenChat - LLMs custom-chatbots console
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Run and create custom ChatGPT-like bots with OpenChat
I just wrote a GitHub issue outlining some questions I have about this project. I presume will get deleted soon so I'm posting here:
https://github.com/openchatai/OpenChat/issues/43
- You can upload your entire codebase/git repo to OpenChat and ask GPT-3 to implement whatever you want. it will have the full context of your code base and it will answer your questions in the same style it's written in your codebase.
- OpenChat - Custom ChatGPT for anything (with ability to embed the chatbot on your website as a widget)
- Show HN: OpenChat – Open-Source LLM chatbots console
What are some alternatives?
guidance - A guidance language for controlling large language models.
llama-api-server - A OpenAI API compatible REST server for llama.
guidance - A guidance language for controlling large language models. [Moved to: https://github.com/guidance-ai/guidance]
simpleaichat - Python package for easily interfacing with chat apps, with robust features and minimal code complexity.
NeMo-Guardrails - NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
simpleAI - An easy way to host your own AI API and expose alternative models, while being compatible with "open" AI clients.
guardrails - Adding guardrails to large language models.
gpt-jargon - Jargon is a natural language programming language specified and executed by LLMs like GPT-4.
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.
convostack - Plug and play embeddable AI chatbot widget and backend deployment framework