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Top 23 Python Chatbot Projects
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rasa
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
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LLaVA
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
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ChuanhuChatGPT
GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
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h2o-llmstudio
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://h2oai.github.io/h2o-llmstudio/
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Errbot
Errbot is a chatbot, a daemon that connects to your favorite chat service and bring your tools and some fun into the conversation.
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llm-app
LLM App templates for RAG, knowledge mining, and stream analytics. Ready to run with Docker,⚡in sync with your data sources.
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EasyLM
Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.
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RasaGPT
💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram
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intel-extension-for-transformers
⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡
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Project mention: gpt4-openai-api VS gpt4free - a user suggested alternative | libhunt.com/r/gpt4-openai-api | 2024-01-04I cant install
Python-telegram-bot[job_queue]: job_queue is a package within the PTB library. It is used for setting up cron-jobs such as reminders, etc. in a telegram bot. Run the command below to install it:
Project mention: How to build your Developer Portfolio with MindsDB: The symbiotic relationship between developers and Opensource in 2024. | dev.to | 2024-05-23Developers are able to check for issues to fix on MindsDB’s Github Issues Page. The issues are marked with labels which indicate what you can work on,which you can find here. Fixing bugs showcases that you are a problem solver and capable of resolving issues. Companies find this capability very valuable as it has an impact on the quality of their product and user experience.
Project mention: 🔥🚀 Top 10 Open-Source Must-Have Tools for Crafting Your Own Chatbot 🤖💬 | dev.to | 2023-11-06Support Rasa on GitHub ⭐
Project mention: PaliGemma: Open-Source Multimodal Model by Google | news.ycombinator.com | 2024-05-15Here's a tutorial https://wandb.ai/byyoung3/ml-news/reports/How-to-Fine-Tune-L...
There's not really a super easy to use software solution yet, but a few different ones have cropped up. Right now you'll have to read papers to get the training recipes.
- https://github.com/haotian-liu/LLaVA/blob/main/scripts/finet...
Project mention: GitHub - GaiZhenbiao/ChuanhuChatGPT: GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI. | /r/ChuanhuChatGPT | 2023-11-12
Project mention: "[D]" Using data from Alpaca for a commercial version of a Open LLM | /r/MachineLearning | 2023-07-02
Things like [petals](https://github.com/bigscience-workshop/petals) exist, distributed computing over willing participants. Right now corporate cash is being rammed into the space so why not snap it up while you can, but the moment it dries up projects like petals will see more of the love they deserve.
I envision a future where crypto-style booms happen over tokens useful for purchasing priority computational time, which is earned by providing said computational time. This way researchers can daisy-chain their independent smaller rigs together into something with gargantuan capabilities.
Project mention: Ask HN: How do I train a custom LLM/ChatGPT on my own documents in Dec 2023? | news.ycombinator.com | 2023-12-24You can use embedchain[1] to connect various data sources and then get a RAG application running on your local and production very easily. Embedchain is an open source RAG framework and It follows a conventional but configurable approach.
The conventional approach is suitable for software engineer where they may not be less familiar with AI. The configurable approach is suitable for ML engineer where they have sophisticated uses and would want to configure chunking, indexing and retrieval strategies.
[1]: https://github.com/embedchain/embedchain
Project mention: Ask HN: What are the drawbacks of caching LLM responses? | news.ycombinator.com | 2024-03-15Just found this: https://github.com/zilliztech/GPTCache which seems to address this idea/issue.
Project mention: Python Discord Bot developer with 2+ years of experience | /r/discordbots | 2023-06-27My discord username is crayyy_zee and I've been a discord user since 2019. I used to make discord servers for discord nitro in like 2020 until one day I got too tired of having to do everything manually and decided to make a bot that would ease the process. Learnt python in a week and got to development right after. Since then I've made countless standalone bots and addons for the Red-DiscordBot project. Some of these are open source on my GitHub. I do both per-hour and effort based projects. I am also one of the owners of Melon which is currently in 950 guilds and growing. If any of you wants a discord bot developed you can definitely contact me and we could work up some deal that is affordable to you and comfortable for me.
Project mention: Paid dev gig: develop a basic LLM PEFT finetuning utility | /r/LocalLLaMA | 2023-06-02
Answering queries and defining alerts: Our application running on Pathway LLM-App exposes the HTTP REST API endpoint to send queries and receive real-time responses. It is used by the Streamlit UI app. Queries are answered by looking up relevant documents in the index, as in the Retrieval-augmented generation (RAG) implementation. Next, queries are categorized for intent: an LLM probes them for natural language commands synonymous with notify or send an alert.
Project mention: Maxtext: A simple, performant and scalable Jax LLM | news.ycombinator.com | 2024-04-23
RasaGPT: headless LLM chatbot platform built on top of Rasa and Langchain (https://github.com/paulpierre/RasaGPT)
Project mention: Ask HN: How do I train a custom LLM/ChatGPT on my own documents in Dec 2023? | news.ycombinator.com | 2023-12-24I haven't personally tried this for anything serious yet, but to get the thread started:
Cheshire Cat [0] looks promising. It's a framework for building AI assistants by providing it with documents that it stores as "memories" that can be retrieved later. I'm not sure how well it works yet, but it has an active community on Discord and seems to be developing rapidly.
[0] https://github.com/cheshire-cat-ai/core
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Chatbot related posts
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PaliGemma: Open-Source Multimodal Model by Google
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VT.ai – Multi-Modal LLM Chat Application
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AI enthusiasm #7 - Build an AI-powered Telegram Bot!🤖
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Ask HN: What are you building with AI?
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Intelli framework orchestrates multi-model collaboration as a graph
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Ask HN: What are the drawbacks of caching LLM responses?
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Launch HN: Glide (YC W19) – AI-assisted technical design docs
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A note from our sponsor - Scout Monitoring
www.scoutapm.com | 1 Jun 2024
Index
What are some of the best open-source Chatbot projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | gpt4free | 58,499 |
| 2 | python-telegram-bot | 25,041 |
| 3 | MindsDB | 21,531 |
| 4 | rasa | 18,101 |
| 5 | LLaVA | 17,102 |
| 6 | ChuanhuChatGPT | 14,874 |
| 7 | ChatterBot | 13,921 |
| 8 | dolly | 10,793 |
| 9 | ChatRWKV | 9,314 |
| 10 | petals | 8,763 |
| 11 | embedchain | 8,685 |
| 12 | TensorLayer | 7,296 |
| 13 | GPTCache | 6,550 |
| 14 | Red-DiscordBot | 4,555 |
| 15 | h2o-llmstudio | 3,698 |
| 16 | llm-workflow-engine | 3,594 |
| 17 | Errbot | 3,074 |
| 18 | llm-app | 3,033 |
| 19 | EasyLM | 2,261 |
| 20 | RasaGPT | 2,205 |
| 21 | UltraChat | 2,128 |
| 22 | core | 2,040 |
| 23 | intel-extension-for-transformers | 1,990 |
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