Difference between revisions of "Conversational AI"
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*** [[Context-Conditional Generative Adversarial Network (CC-GAN)]] | *** [[Context-Conditional Generative Adversarial Network (CC-GAN)]] | ||
* [[Large Language Model (LLM)]] ... [[Natural Language Processing (NLP)]] ...[[Natural Language Generation (NLG)|Generation]] ... [[Natural Language Classification (NLC)|Classification]] ... [[Natural Language Processing (NLP)#Natural Language Understanding (NLU)|Understanding]] ... [[Language Translation|Translation]] ... [[Natural Language Tools & Services|Tools & Services]] | * [[Large Language Model (LLM)]] ... [[Natural Language Processing (NLP)]] ...[[Natural Language Generation (NLG)|Generation]] ... [[Natural Language Classification (NLC)|Classification]] ... [[Natural Language Processing (NLP)#Natural Language Understanding (NLU)|Understanding]] ... [[Language Translation|Translation]] ... [[Natural Language Tools & Services|Tools & Services]] | ||
| + | * [[Generative AI]] chatbots: | ||
| + | ** [[ChatGPT]] | [[OpenAI]] | ||
| + | ** [[Bard]] | [[Google]] | ||
| + | ** [[Perplexity]] | Perplexity.ai ... current information, including footnotes with links to the sources of the data | ||
| + | ** [[You]] | You.com ... the AI search engine you control; YouChat, YouCode, YouWrite, YouImagine, YouStudy, & YouSocial | ||
| + | ** [https://open-assistant.io/dashboard Open Assistant is an open-source AI assistant that uses and trains advanced language models to understand and respond to humans.] | ||
| + | ** [https://www.pandorabots.com/mitsuku/ Mitsuku] | ||
| + | ** [https://replika.ai/ Replika] | ||
| + | ** [https://arxiv.org/abs/2202.03164 Conversational Agents: Theory and Applications | Mattias Wahde and Marco Virgolin] | ||
| + | ** [https://www.notion.so/product/ai Notion AI | Notion] | ||
| + | ** [https://chai.ml/ Chai] | ||
| + | ** [https://novelai.net/ NovelAI] | ||
| + | ** [https://www.caktus.ai/caktus_student Caktus AI] | ||
| + | ** [https://powervirtualagents.microsoft.com/en-us/ Power Virtual Agents |] [[Microsoft]] | ||
| + | ** [https://www.soundhound.com/ Soundhound] ... speech-to-meaning | ||
| + | ** [https://techcrunch.com/2023/02/27/snapchat-launches-an-ai-chatbot-powered-by-openais-gpt-technology/ My AI | Snapchat] | ||
| + | ** [https://www.msn.com/en-us/money/markets/tech-giant-baidu-unveils-ernie-chinas-answer-to-chatgpts-ai-tech/ar-AA18LhNm Ernie | Baidu] ... 'Enhanced Representation of Knowledge Integration' | ||
Revision as of 17:01, 25 May 2023
YouTube ... Quora ...Google search ...Google News ...Bing News
- Generative AI ... Conversational AI ... OpenAI's ChatGPT ... Perplexity ... Microsoft's Bing ... You ...Google's Bard ... Baidu's Ernie
- Singularity ... Sentience ... AGI ... Curious Reasoning ... Emergence ... Moonshots ... Explainable AI ... Automated Learning
- In-Context Learning (ICL) ... LLMs understand to encode learning algorithms implicitly during their training processes
- Assistants ... Agents ... Negotiation ... LangChain
- Development ...AI Pair Programming Tools ... Analytics ... Visualization ... Diagrams for Business Analysis
- Case Studies
- AI Solver
- Gaming ... Game-Based Learning (GBL) ... Security ... Generative AI ... Metaverse ... Quantum ... Game Theory
- Demo, summarizing, priority listing, & analysis...
- Three main types:
- Autoencoder (AE) / Encoder-Decoder
- Sequence Models
- Adversarial Networks
- Large Language Model (LLM) ... Natural Language Processing (NLP) ...Generation ... Classification ... Understanding ... Translation ... Tools & Services
- Generative AI chatbots:
- ChatGPT | OpenAI
- Bard | Google
- Perplexity | Perplexity.ai ... current information, including footnotes with links to the sources of the data
- You | You.com ... the AI search engine you control; YouChat, YouCode, YouWrite, YouImagine, YouStudy, & YouSocial
- Open Assistant is an open-source AI assistant that uses and trains advanced language models to understand and respond to humans.
- Mitsuku
- Replika
- Conversational Agents: Theory and Applications | Mattias Wahde and Marco Virgolin
- Notion AI | Notion
- Chai
- NovelAI
- Caktus AI
- Power Virtual Agents | Microsoft
- Soundhound ... speech-to-meaning
- My AI | Snapchat
- Ernie | Baidu ... 'Enhanced Representation of Knowledge Integration'
Conversational AI refers to technologies, like chatbots or virtual agents, which users can talk to. They use large volumes of data, machine learning, and natural language processing to help imitate human interactions, recognizing speech and text inputs and translating their meanings across various languages. Conversational AI can simulate human conversation and is made possible by Natural Language Processing (NLP), a field of AI that allows computers to understand and process human language.
Some examples of conversational AI include chatbots, virtual assistants, text-to-speech software, and speech recognition software . Conversational AI works by using a combination of NLP and machine learning (ML). Conversational AI systems are trained on large amounts of data, such as text and speech. This data is used to teach the system how to understand and process human language. The system then uses this knowledge to interact with humans in a natural way. It’s constantly learning from its interactions and improving its response quality over time .
Some benefits of using conversational AI include reducing costs and increasing productivity and operational efficiency through automation. It can also deliver better customer experience, achieve higher customer engagement and satisfaction .
