AI:tools - Revision history

KevinYager: Redirected page to AI tools

2024-11-25T16:37:26Z

Redirected page to AI tools

KevinYager at 15:59, 22 August 2024

2024-08-22T15:59:58Z

KevinYager: Replaced content with "Up-to-date list [http://gisaxs.com/CS/index.php/Main_Page here]."

2024-08-22T15:59:23Z

Replaced content with "Up-to-date list [http://gisaxs.com/CS/index.php/Main_Page here]."

KevinYager: Created page with "=LLM= ==Open-weights LLM== * [https://blogs.nvidia.com/blog/nemotron-4-synthetic-data-generation-llm-training/ Nemetron-4 340B] ==Cloud LLM== * [https://groq.com/ Groq] [http..."

2024-07-09T13:48:40Z

Created page with "=LLM= ==Open-weights LLM== * [https://blogs.nvidia.com/blog/nemotron-4-synthetic-data-generation-llm-training/ Nemetron-4 340B] ==Cloud LLM== * [https://groq.com/ Groq] [http..."

New page

=LLM=
==Open-weights LLM==
* [https://blogs.nvidia.com/blog/nemotron-4-synthetic-data-generation-llm-training/ Nemetron-4 340B]

==Cloud LLM==
* [https://groq.com/ Groq] [https://wow.groq.com/ cloud] (very fast inference)

===Multi-modal: Audio===
* [https://kyutai.org/ kyutai Open Science AI Lab] chatbot [https://www.us.moshi.chat/?queue_id=talktomoshi moshi]

==Triage==
* [https://arxiv.org/abs/2406.18665 RouteLLM: Learning to Route LLMs with Preference Data]

==Retrieval Augmented Generation (RAG)==
* GraphRAG ([https://arxiv.org/abs/2404.16130 preprint], [https://github.com/microsoft/graphrag code])

==Automatic Optimization==
===Analogous to Gradient Descent===
* [https://arxiv.org/abs/2406.07496 TextGrad: Automatic "Differentiation" via Text]
* [https://arxiv.org/abs/2406.18532 Symbolic Learning Enables Self-Evolving Agents]

==LLM for scoring/ranking==
* [https://arxiv.org/abs/2302.04166 GPTScore: Evaluate as You Desire]
* [https://arxiv.org/abs/2306.17563 Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting]
* [https://doi.org/10.1039/D3DD00112A Domain-specific chatbots for science using embeddings]
* [https://arxiv.org/abs/2407.02977 Large Language Models as Evaluators for Scientific Synthesis]

=LLM Agents=

==Multi-agent orchestration==
===Research demos===
* [https://github.com/camel-ai/camel Camel]
* [https://github.com/farizrahman4u/loopgpt/tree/main LoopGPT]
* [https://github.com/microsoft/JARVIS JARVIS]
* [https://github.com/agiresearch/OpenAGI OpenAGI]
* [https://github.com/microsoft/autogen AutoGen]
* [https://github.com/microsoft/TaskWeaver TaskWeaver]
* [https://github.com/geekan/MetaGPT MetaGPT]

===Architectures===
* [https://arxiv.org/abs/2406.04692 Mixture-of-Agents Enhances Large Language Model Capabilities]

===Cloud solutions===
* [https://numbersstation.ai/ Numbers Station] [https://numbersstation.ai/introducing-meadow-llm-agents-for-data-tasks/ Meadow]: agentic framework for data workflows ([https://github.com/NumbersStationAI/meadow code]).
* [https://www.crewai.com/ CrewAI] says they provide multi-agent automations ([https://github.com/joaomdmoura/crewAI code]).
* [https://www.langchain.com/ LangChain] introduced [https://www.langchain.com/langgraph?ref=blog.langchain.dev LangGraph] to help build agents, and [https://blog.langchain.dev/langgraph-cloud/ LangGraph Cloud] as a service for running those agents.

==Optimization==
===Metrics, Benchmarks===
* [https://arxiv.org/abs/2407.01502 AI Agents That Matter]

===Evolution Improvement===
* [https://arxiv.org/abs/2406.14228 EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms]

=Text-to-speech (TTS)=
==Open Source==
* [https://github.com/huggingface/parler-tts Parler TTS]
* [https://github.com/DigitalPhonetics/IMS-Toucan Toucan] ([https://huggingface.co/spaces/Flux9665/MassivelyMultilingualTTS demo])
* [https://tts.themetavoice.xyz/ MetaVoice] ([https://github.com/metavoiceio/metavoice-src github])
* [https://github.com/2noise/ChatTTS ChatTTS]
* [https://www.camb.ai/ Camb.ai] [https://github.com/Camb-ai/MARS5-TTS MARS5-TTS]

==Cloud==
* [https://elevenlabs.io/ Elevenlabs]
** [https://elevenlabs.io/voice-isolator voice isolator]
* [https://cartesia.ai/ Cartesia] [https://cartesia.ai/sonic Sonic]

=Conversational Audio Chatbot=
* Swift is a fast AI voice assistant ([https://github.com/ai-ng/swift code], [https://swift-ai.vercel.app/ live demo]) uses:
** [https://groq.com/ Groq] cloud running [https://github.com/openai/whisper OpenAI Whisper] for fast speech transcription.
** [https://cartesia.ai/ Cartesia] [https://cartesia.ai/sonic Sonic] for fast speech synthesis
** [https://www.vad.ricky0123.com/ VAD] to detect when user is talking
** [https://vercel.com/ Vercel] for app deployment
* [https://kyutai.org/ kyutai] Moshi chatbot ([https://us.moshi.chat/ demo])

=Vision=
* [https://github.com/roboflow/supervision Supervision]
* [https://arxiv.org/abs/2311.06242 Florence-2]

← Older revision		Revision as of 16:37, 25 November 2024
Line 1:		Line 1:
−	~~Up-to-date list~~ [~~http://gisaxs.com/CS/index.php/AI_tools here~~].	+	#REDIRECT [[AI tools]]

← Older revision		Revision as of 15:59, 22 August 2024
Line 1:		Line 1:
−	Up-to-date list [http://gisaxs.com/CS/index.php/~~Main_Page~~ here].	+	Up-to-date list [http://gisaxs.com/CS/index.php/AI_tools here].

← Older revision		Revision as of 15:59, 22 August 2024
Line 1:		Line 1:
−	~~=LLM=~~	+	Up-to-date list [http://gisaxs.com/CS/index.php/Main_Page here].
−	~~==Open-weights LLM==~~
−	* [https://blogs.nvidia.com/blog/nemotron-4-synthetic-data-generation-llm-training/ Nemetron-4 340B]
−
−	~~==Cloud LLM==~~
−	* [https://groq.com/ Groq] [https://wow.groq.com/ cloud] (very fast inference)
−
−	~~===Multi-modal: Audio===~~
−	* [https://kyutai.org/ kyutai Open Science AI Lab] chatbot [https://www.us.moshi.chat/?queue_id=talktomoshi moshi]
−
−	~~==Triage==~~
−	* [https://arxiv.org/abs/2406.18665 RouteLLM: Learning to Route LLMs with Preference Data]
−
−	~~==Retrieval Augmented Generation (RAG)==~~
−	* GraphRAG ([https://arxiv.org/abs/2404.16130 preprint], [https://github.com/microsoft/graphrag code])
−
−	~~==Automatic Optimization==~~
−	~~===Analogous to Gradient Descent===~~
−	* [https://arxiv.org/abs/2406.07496 TextGrad: Automatic "Differentiation" via Text]
−	* [https://arxiv.org/abs/2406.18532 Symbolic Learning Enables Self-Evolving Agents]
−
−	~~==LLM for scoring/ranking==~~
−	* [https://arxiv.org/abs/2302.04166 GPTScore: Evaluate as You Desire]
−	* [https://arxiv.org/abs/2306.17563 Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting]
−	* [https://doi.org/10.1039/D3DD00112A Domain-specific chatbots for science using embeddings]
−	* [https://arxiv.org/abs/2407.02977 Large Language Models as Evaluators for Scientific Synthesis]
−
−	~~=LLM Agents=~~
−
−	~~==Multi-agent orchestration==~~
−	~~===Research demos===~~
−	* [https://github.com/camel-ai/camel Camel]
−	* [https://github.com/farizrahman4u/loopgpt/tree/main LoopGPT]
−	* [https://github.com/microsoft/JARVIS JARVIS]
−	* [https://github.com/agiresearch/OpenAGI OpenAGI]
−	* [https://github.com/microsoft/autogen AutoGen]
−	* [https://github.com/microsoft/TaskWeaver TaskWeaver]
−	* [https://github.com/geekan/MetaGPT MetaGPT]
−
−	~~===Architectures===~~
−	* [https://arxiv.org/abs/2406.04692 Mixture-of-Agents Enhances Large Language Model Capabilities]
−
−	~~===Cloud solutions===~~
−	* [https://numbersstation.ai/ Numbers Station] [https://numbersstation.ai/introducing-meadow-llm-agents-for-data-tasks/ Meadow]: agentic framework for data workflows ([https://github.com/NumbersStationAI/meadow code]).
−	* [https://www.crewai.com/ CrewAI] says they provide multi-agent automations ([https://github.com/joaomdmoura/crewAI code]).
−	* [https://www.langchain.com/ LangChain] introduced [https://www.langchain.com/langgraph?ref=blog.langchain.dev LangGraph] to help build agents, and [https://blog.langchain.dev/langgraph-cloud/ LangGraph Cloud] as a service for running those agents.
−
−	~~==Optimization==~~
−	~~===Metrics, Benchmarks===~~
−	* [https://arxiv.org/abs/2407.01502 AI Agents That Matter]
−
−	~~===Evolution Improvement===~~
−	* [https://arxiv.org/abs/2406.14228 EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms]
−
−	~~=Text~~-to-~~speech (TTS)=~~
−	~~==Open Source==~~
−	* [https://github.com/huggingface/parler-tts Parler TTS]
−	* [https://github.com/DigitalPhonetics/IMS-Toucan Toucan] ([https://huggingface.co/spaces/Flux9665/MassivelyMultilingualTTS demo])
−	* [https://tts.themetavoice.xyz/ MetaVoice] ([https://github.com/metavoiceio/metavoice-src github])
−	* [https://github.com/2noise/ChatTTS ChatTTS]
−	* [https://www.camb.ai/ Camb.ai] [https://github.com/Camb-ai/MARS5-TTS MARS5-TTS]
−
−	~~==Cloud==~~
−	* [https://elevenlabs.io/ Elevenlabs]
−	** [https://elevenlabs.io/voice-isolator voice isolator]
−	* [https://cartesia.ai/ Cartesia] [https://cartesia.ai/sonic Sonic]
−
−	~~=Conversational Audio Chatbot=~~
−	* Swift is a fast AI voice assistant ([https://github.com/ai-ng/swift code], [~~https~~://~~swift-ai.vercel.app/ live demo]) uses:~~
−	** [https://groq.com/ ~~Groq] cloud running [https:/~~/~~github~~.~~com/openai~~/~~whisper OpenAI Whisper~~] ~~for fast speech transcription~~.
−	** [https://cartesia.ai/ Cartesia] [https://cartesia.ai/sonic Sonic] for fast speech synthesis
−	** [https://www.vad.ricky0123.com/ VAD] to detect when user is talking
−	** [https://vercel.com/ Vercel] for app deployment
−	* [https://kyutai.org/ kyutai] Moshi chatbot ([https://us.moshi.chat/ demo])
−
−	~~=Vision=~~
−	* [https://github.com/roboflow/supervision Supervision]
−	* [https://arxiv.org/abs/2311.06242 Florence-2]