dify
OpenAI-DotNet
dify | OpenAI-DotNet | |
---|---|---|
12 | 32 | |
25,645 | 582 | |
29.1% | 4.3% | |
9.9 | 7.7 | |
2 days ago | 11 days ago | |
TypeScript | C# | |
GNU General Public License v3.0 or later | MIT License |
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.
dify
- FLaNK AI Weekly for 29 April 2024
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Dify, a visual workflow to build/test LLM applications
> https://github.com/langgenius/dify/blob/main/LICENSE
everyone is apparently a license pioneer
- Dify, an end-to-end, visualized workflow to build/test LLM applications
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GreptimeAI + Xinference - Efficient Deployment and Monitoring of Your LLM Applications
Xorbits Inference (Xinference) is an open-source platform to streamline the operation and integration of a wide array of AI models. With Xinference, you’re empowered to run inference using any open-source LLMs, embedding models, and multimodal models either in the cloud or on your own premises, and create robust AI-driven applications. It provides a RESTful API compatible with OpenAI API, Python SDK, CLI, and WebUI. Furthermore, it integrates third-party developer tools like LangChain, LlamaIndex, and Dify, facilitating model integration and development.
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Which LLM framework(s) do you use in production and why?
If you are looking to develop QnA or chat based apps then check out https://dify.ai. Do a quick check and see if it fit your requirements. You can integrate it with your app using the apis it provides
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New Discoveries in No-Code AI App Building with ChatGPT
As an AI newbie, I used to find coding apps from scratch an absolute nightmare! The learning curve was steep as a ski slope, debugging took endless hours, and developing even a simple AI app nearly drove me insane! But since discovering Dify, it has totally revolutionized my life by enabling app development without any coding skills!
- FLaNK Stack Weekly for 14 Aug 2023
- Interesting LLMOps Tools Dify.ai
- Dify.ai – Simply create and operate AI-native apps based on GPT-4
- langgenius/dify: One API for plugins and datasets, one interface for prompt engineering and visual operation, all for creating powerful AI applications.
OpenAI-DotNet
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Simplify Restaurant Reservations with Lyzr.ai's Chatbot-Powered App
You can obtain an OpenAI API key by visiting the OpenAI website.
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Build an AI Code Translator (and Optimizer) Using ToolJet and OpenAI
OpenAI Account: Register for an OpenAI account to utilize AI-powered features in your ToolJet applications. Sign up here.
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KodiBot - Local Chatbot App for Desktop
KodiBot is a desktop app that enables users to run their own AI chat assistants locally and offline on Windows, Mac, and Linux operating systems. KodiBot is a standalone app and does not require an internet connection or additional dependencies to run local chat assistants. It supports both Llama.cpp compatible models and OpenAI API.
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Sentiment Analysis with PubNub Functions and HuggingFace
At this point, probably everyone has heard about OpenAI, GPT-4, Claude or any of the popular Large Language Models (LLMs). However, using these LLMs in a production environment can be expensive or nondeterministic regarding its results. I guess that is the downside of being good at everything; you could be better at performing one specific task. This is where HuggingFace can utilized. HuggingFace provides open-source AI and machine learning models that can easily be deployed on HuggingFace itself or third-party systems such as Amazon SageMaker or Azure ML. You can interface with these deployments through an API and control the scaling of these models, which makes them perfectly suited for production environments. These models range in size but are generally small AI models that are good at doing one specific task. With capabilities to fine-tune these models, or use the pre-trained model for specific tasks, embedding them into various applications becomes more efficient, enhancing automation and performance. Combining these models can create new and intricate AI applications. In this case, by utilizing HuggingFace models, you wouldn’t have to depend on a production application on a third-party provider such as OpenAI or Google, ensuring a more targeted and customizable approach to deploying deep learning solutions in your operations.
- Analiza nastrojów za pomocą funkcji PubNub i HuggingFace
- Sentiment-Analyse mit PubNub-Funktionen und HuggingFace
- Analyse des sentiments avec les fonctions PubNub et HuggingFace
- Type-Safe Fetch with Next.js, Strapi, and OpenAPI
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The best AI productivity tools in 2024
ChatGPT: OpenAi OpenAI is a research organization focused on developing artificial intelligence in a safe and beneficial manner. ChatGPT, one of their notable creations, is a language generation model capable of producing human-like text based on the input it receives.
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Building a Terminal-based Chatbot in Rust from Scratch
Oh, I nearly forgot, you need to get an OpenAI API key if you haven't already, and store it in a .env file at the root of the project. Head over to OpenAI and login there to get hold of your key.
What are some alternatives?
langchain-llm-katas - This is a an open-source project designed to help you improve your skills with AI engineering using LLMs and the langchain library
openai - OpenAI .NET sdk - Azure OpenAI, ChatGPT, Whisper, and DALL-E
litellm - Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)
generative-ai-for-beginners - 18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
chainlit - Build Conversational AI in minutes ⚡️
speak-gpt - Your personal voice assistant based on OpenAI ChatGPT.
duet-gpt - A conversational semi-autonomous developer assistant. AI pair programming without the copypasta.
OpenAI.Net - OpenAI library for .NET
IncognitoPilot - An AI code interpreter for sensitive data, powered by GPT-4 or Code Llama / Llama 2.
NCalc2 - expression evaluator for .NET with built-in compiler
jdbc-connector-for-apache-kafka - Aiven's JDBC Sink and Source Connectors for Apache Kafka®
SlackAI - Slack LLM app integration