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Top 23 Python gpt-3 Projects
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Hello-Python
Curso para aprender el lenguaje de programación Python desde cero y para principiantes. 100 clases, 44 horas en vídeo, código, proyectos y grupo de chat. Fundamentos, frontend, backend, testing, IA...
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Scout Monitoring
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haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
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RWKV-LM
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
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pandas-ai
Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
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InfluxDB
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shell_gpt
A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently.
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gpt-neox
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
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Awesome-Prompt-Engineering
This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc
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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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Openaibot
⚡️ Build Your Own chatgpt Bot|🧀 Discord/Slack/Kook/Telegram |⛓ ToolCall|🔖 Plugin Support | 🌻 out-of-box | gpt-4-turbo
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Discord-AI-Chatbot
Discontinued This Discord chatbot is incredibly versatile. Powered incredibly fast Groq API
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SaaSHub
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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
Project mention: Haystack DB – 10x faster than FAISS with binary embeddings by default | news.ycombinator.com | 2024-04-28I was confused for a bit but there is no relation to https://haystack.deepset.ai/
https://github.com/BlinkDL/RWKV-LM#rwkv-discord-httpsdiscord... lists a number of implementations of various versions of RWKV.
https://github.com/BlinkDL/RWKV-LM#rwkv-parallelizable-rnn-w... :
> RWKV: Parallelizable RNN with Transformer-level LLM Performance (pronounced as "RwaKuv", from 4 major params: R W K V)
> RWKV is an RNN with Transformer-level LLM performance, which can also be directly trained like a GPT transformer (parallelizable). And it's 100% attention-free. You only need the hidden state at position t to compute the state at position t+1. You can use the "GPT" mode to quickly compute the hidden state for the "RNN" mode.
> So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding (using the final hidden state).
> "Our latest version is RWKV-6,*
Project mention: PandasAI is great but is there a more general library? | news.ycombinator.com | 2023-08-23
Project mention: DECT NR+: A technical dive into non-cellular 5G | news.ycombinator.com | 2024-04-02This seems to be an order of magnitude better than LoRa (https://lora-alliance.org/ not https://arxiv.org/abs/2106.09685). LoRa doesn't have all the features this one does like OFDM, TDM, FDM, and HARQ. I didn't know there's spectrum dedicated for DECT use.
Project mention: Run 70B LLM Inference on a Single 4GB GPU with This New Technique | news.ycombinator.com | 2023-12-03
https://github.com/TheR1D/shell_gpt?tab=readme-ov-file#shell...
Project mention: More Agents Is All You Need: LLMs performance scales with the number of agents | news.ycombinator.com | 2024-04-06I couldn't agree more. You should check out LLMWare's SLIM agents (https://github.com/llmware-ai/llmware/tree/main/examples/SLI...). It's focusing on pretty much exactly this and chaining multiple local LLMs together.
A really good topic that ties in with this is the need for deterministic sampling (I may have the terminology a bit incorrect) depending on what the model is indended for. The LLMWare team did a good 2 part video on this here as well (https://www.youtube.com/watch?v=7oMTGhSKuNY)
I think dedicated miniture LLMs are the way forward.
Disclaimer - Not affiliated with them in any way, just think it's a really cool project.
Project mention: 🔧Top Open Source AI Web Scrapers to Fire Up Your Market Research🔥 | dev.to | 2024-05-26ScrapeGraphAI is a Python library that uses LLM and direct graph logic to create scraping pipelines for websites and local documents (XML, HTML, JSON, etc.). With ScrapeGraphAI, you get to specify exactly what sort of data you want to extract.
RasaGPT: headless LLM chatbot platform built on top of Rasa and Langchain (https://github.com/paulpierre/RasaGPT)
Project mention: Ask HN: How to build in-house and prive code review assisten with AI? | news.ycombinator.com | 2024-05-11There are bunch of open-source tools to help you with that.For example https://github.com/irgolic/AutoPR
What are things you are looking into for the review assistant to perform?
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 gpt-3 related posts
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Measuring Multitask Language Understanding
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DECT NR+: A technical dive into non-cellular 5G
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TidyBot: Personalized Robot Assistance with Large Language Models
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TidyBot Personalized Robot Assistance with Large Language Models
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Show HN: Fructose, LLM calls as strongly typed functions
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Training LLMs Taking Too Much Time? Technique you need to know to train it faster
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Guardrails AI
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A note from our sponsor - InfluxDB
www.influxdata.com | 1 Jun 2024
Index
What are some of the best open-source gpt-3 projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | gpt4free | 58,499 |
| 2 | Hello-Python | 23,054 |
| 3 | best-of-ml-python | 15,869 |
| 4 | haystack | 14,100 |
| 5 | RWKV-LM | 11,798 |
| 6 | pandas-ai | 11,268 |
| 7 | LoRA | 9,407 |
| 8 | FlexGen | 9,041 |
| 9 | shell_gpt | 8,537 |
| 10 | gpt-neox | 6,635 |
| 11 | llm-workflow-engine | 3,594 |
| 12 | guardrails | 3,444 |
| 13 | Awesome-Prompt-Engineering | 3,332 |
| 14 | llmware | 4,049 |
| 15 | mini-agi | 2,766 |
| 16 | Scrapegraph-ai | 9,328 |
| 17 | RasaGPT | 2,205 |
| 18 | Openaibot | 1,908 |
| 19 | ChineseAiDungeonChatGPT | 1,372 |
| 20 | Discord-AI-Chatbot | 1,284 |
| 21 | AutoPR | 1,203 |
| 22 | chatgpt-comparison-detection | 1,207 |
| 23 | test | 988 |
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