All the Links That Fit to Print

All the Links That Fit to Print

A few friends have requested more information on x. Hence, here are my bookmarks from the AI folder-

Best
JohnGiorgi/seq2rel: The corresponding code for our paper: A sequence-to-sequence approach for document-level relation extraction.
A sequence-to-sequence approach for document-level relation extraction — AllenNLP Project Gallery
Mosaic – Symbolic Knowledge Distillation
CLIN – Allen Institute for AI
Text Mining with Network Analysis and Visualization — InfraNodus
eth-sri/lmql: A language for constraint-guided and efficient LLM programming.
Expert Acceleration Program – Hugging Face
Superalignment Fast Grants
gooey.ai
ElevenLabs Grants for Startups
RunPod Endpoints
Promptly: Generative AI for Enterprises | No-code AI App Builder
Project Chat | Backengine
Privately hosted LLMs, customized for your task – Predibase
Padex
Superflows | Add an AI Copilot to your SaaS Platform
Nonviolent Communication is an Instrument of Psychic Terror – Morten Tolboll
Merge – One Unified API for all HR, Payroll, Accounting, Ticketing, CRM, and ATS Integrations.
[2402.04253] AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls
AI Personal Assistant | HyperWrite AI Agent
mshumer/gpt-llm-trainer
mlabonne/llm-course: Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
RAG
Beyond English: Implementing a multilingual RAG solution | by Jesper Alkestrup | Towards Data Science
Fine-Tuning Embeddings for RAG with Synthetic Data — LlamaIndex, Data Framework for LLM Applications
Ray Data: Scalable Datasets for ML — Ray 2.30.0
Welcome | Weaviate – Vector Database
Outperforming Specialized Vector Databases with MyScale
Multi-Cloud Generative AI | DataRobot AI Platform
Ich bin ein Berliner: German-English Bilingual Embeddings with 8K Token Length
GitHub – Mintplex-Labs/anything-llm: The all-in-one Desktop & Docker AI application with full RAG and AI Agent capabilities.
VectorAdmin | vector database management and tool suite
Hyperspace | Search With No Limits
Embedditor.ai
Magicflow AI
Lume AI
Beyond Search: Unifying Azure Cognitive Search’s Custom Skills, OpenAI Embeddings, and LLMs for Data-Driven Conversations | by Luis Valencia | Python in Plain English
Document Intelligence Studio – Microsoft Azure
GitHub – Azure-Samples/azure-search-power-skills: A collection of useful functions to be deployed as custom skills for Azure Cognitive Search
The presence of metadata affects vector retrieval negatively – Support – Pinecone Community
The Future of Knowledge Management is Here
Retrieval Augmented Generation (RAG) Done Right: Retrieval – Vectara
Advanced RAG: Optimizing Retrieval with Additional Context & MetaData using LlamaIndex🦙 | by Akash Mathur | Medium
XetHub | You Don’t Need a Vector Database
Advanced RAG Techniques: an Illustrated Overview | by IVAN ILIN | Towards AI
TensorInsights | TensorIoT
introductions (Channel) – unstructuredworkspace – Slack
Building and Evaluating Advanced RAG Applications – DeepLearning.AI
The Journey of RAG Development: From Notebook to Microservices | by Wenqi Glantz | Towards Data Science
GitHub – deepset-ai/haystack-cookbook: 👩🏻‍🍳 A collection of example notebooks
Improve retrieval by embedding meaningful metadata – Google Search
Need More Relevant LLM Responses? Address These Retrieval Augmented Generation Challenges | HackerNoon
VectorAdmin Usage Documentation | VectorAdmin by Mintplex Labs
Vector DB Comparison
Infrastructure for a RAG-capable generative AI application using Vertex AI  |  Cloud Architecture Center  |  Google Cloud
Pricing – Trillo
Mastering RAG: How To Architect An Enterprise RAG System – Galileo
RAG Continued
Pricing – Gleen
intfloat/multilingual-e5-base · Hugging Face
naver/splade-v3 · Hugging Face
agentic markets – Google Search
graph rag – Google Search
microsoft/graphrag: A modular graph-based Retrieval-Augmented Generation (RAG) system
Welcome to GraphRAG
[2312.10997] Retrieval-Augmented Generation for Large Language Models: A Survey
ChatGPT
Azure-Samples/graphrag-accelerator: One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure
What is Graph RAG? – Ontotext
Retrieval Augmented Generation (RAG) – Knowledge Bases for Amazon Bedrock – AWS
Ontotext GraphDB
Why we no longer use LangChain for building our AI agents
Multi-Vector Retrieval systems – Google Search
Streamlining Healthcare Compliance with AI – Unstructured
Multi-Vector Retriever for RAG on Tables, Text, and Images | by Narender Kumar | May, 2024 | Medium
DSPy Documentation | DSPy
raptor rag – Google Search
Implementing a long-context RAG based on RAPTOR | RAGFlow
ONNX | Home
[1506.01057] A Hierarchical Neural Autoencoder for Paragraphs and Documents
Hybrid Search: SPLADE (Sparse Encoder) | by Sowmiya Jaganathan | Medium
Martian: Increase AI performance and reduce cost with the LLM router
Strategy
Stateles & sending previous replies, to create a thread – API – OpenAI Developer Forum
Conduct Comprehensive Product Analysis for Strategic Marketing – Reprompted ChatGPT Add-On
Reprompted | The Ultimate AI Toolbox
Getting Started – Reprompted ChatGPT Add-On
Mining of Massive Datasets
Allen Institute for AI
Aristo — Allen Institute for AI
ysymyth/ReAct: [ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models
GammaTauAI/opentau: Using Large Language Models for Gradual Type Inference
[2312.07413] AI capabilities can be significantly improved without expensive retraining
ChatGPT
Will creating more threads help avoid appending the conversation history? – API – OpenAI Developer Forum
text-to-text-transfer-transformer/released_checkpoints.md at main · google-research/text-to-text-transfer-transformer
What is an Artifact in Machine Learning?
RAG is more than just embedding search – Instructor
Why not
GENERATIVE ADVERSARIAL NETWORK – Google Search
Beam Search Algorithm | Deepgram
Latent Dirichlet Allocation (LDA) | Deepgram
Almanac — Retrieval-Augmented Language Models for Clinical Medicine | NEJM AI
Deeper
Sign In – Valohai MLOps Platform
[1706.03762] Attention Is All You Need
Tips and Tricks to Train State-Of-The-Art NLP Models
Predicting Stock Prices Using Machine Learning
Testing
H2O Wave
h2oGPT
Chat with Open Large Language Models
Open LLM Leaderboard: DROP deep dive
Secondary
ChatGPT Prompts for Stock Selection from a Hedge Fund Manager
Building an AI Financial Analyst with the Assistants API
Free Stock Market API and Financial Statements API – FMP API
Financial markets – Business Databases by Category – LibGuides at MIT Libraries
Versium – Pricing, Reviews, Data & APIs | Datarade
database of financial market data – Google Search
Day Trader: Definition, Techniques, Strategies, and Risks
dvonthenen/open-virtual-assistant: Open Source Virtual Assistant Framework
4 Ways to Find Opportunities in the Stock Market at Any Time | Market Insights
Buy Stocks | Trade Stocks With Confidence | TradeStation
Pattern Day Trading Rule – What it is and how to avoid it | TradingSim
Third
Want Decades of Passive Income? 3 Stocks to Buy Now | Nasdaq
The Globe and Mail – The Globe and Mail
The Best Stocks to Invest $1,000 in Right Now | The Motley Fool
how to identify opportunity stocks – Google Search
basic diversified stock portfolio for $1000 to invest – Google Search
Voice assistants overview – Speech service – Azure AI services | Microsoft Learn
Audio
Models – Hugging Face
From Discrete Tokens to High Fidelity Audio with Multi Band Diffusion
audiocraft/docs/ENCODEC.md at main · facebookresearch/audiocraft
facebookresearch/audiocraft: Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.
audiocraft/docs/MBD.md at main · facebookresearch/audiocraft
Holy Frick! 11labs quality and fast speed TTS finally all local! : r/Oobabooga
erew123/alltalk_tts: AllTalk is based on the Coqui TTS engine, similar to the Coqui_tts extension for Text generation webUI, however supports a variety of advanced features, such as a settings page, low VRAM support, DeepSpeed, narrator, model finetuning, custom models, wav file maintenance. It can also be used with 3rd Party software via JSON calls.
Convert English text to Arpabet for pronunciation
toPhonetics
MusicGen – a Hugging Face Space by facebook
facebook/mms-tts-heb · Hugging Face
Best speech-to-text API for apps | Deepgram | Deepgram
Riffusion
AI Voice Generator: Realistic Text to Speech and AI Voiceover | PlayHT
Text-to-Speech API – Unreal Speech
Vapi – Voice AI for developers.
Semantic Retrieval
Credentials – APIs & Services – evan 2024 – Google Cloud console
Loading Data (Ingestion) – LlamaIndex 🦙 0.9.19
Copy of semantic_retriever.ipynb – Colaboratory
generative-ai-docs/site/en/docs/semantic_retriever.ipynb at main · google/generative-ai-docs
Google Generative Language Semantic Retriever – LlamaIndex 🦙 0.9.19
RAG Basic
run-llama/rags: Build ChatGPT over your data, all with natural language
create-llama, a command line tool to generate LlamaIndex apps | by LlamaIndex | Nov, 2023 | LlamaIndex Blog
LlamaIndex – Data Framework for LLM Applications
llama_index/llama_index/multi_modal_llms/gemini.py at main · run-llama/llama_index
Multi-Modal LLM using Google’s Gemini model for image understanding and build Retrieval Augmented Generation with LlamaIndex – LlamaIndex 🦙 0.9.19
generative-ai-docs/examples/gemini/python/vectordb_with_chroma/vectordb_with_chroma.ipynb at main · google/generative-ai-docs
Pinecone Serverless | Pinecone
Neo4j Deployment Center – Graph Database & Analytics
Danswer – Open Source Workplace Search
llama-hub/llama_hub/google_docs at 85970a0e9da7d3fb7bdabbac1b99c53dcbeaaca2 · run-llama/llama-hub
Starters
How to count tokens with tiktoken | OpenAI Cookbook
OpenAI Cookbook
How to build an agent with the Node.js SDK | OpenAI Cookbook
Assistants API Overview (Python SDK) | OpenAI Cookbook
How to format inputs to ChatGPT models | OpenAI Cookbook
Autogen
AgentOps
Respell – Automate Work With AI
✨Spell – AI agents that work for you
crewAI – AI Agents framework
Legal Document Analysis | AgentHub
AgentHub | AI Automation Framework
DeepOpinion
gpt-author/gpt_author_v2.ipynb at main · mshumer/gpt-author
gpt_author_v2.ipynb – Colaboratory
JamesHutchison/research-agi-agent: Hackathon project – An AGI agent for doing research, understanding, and validation
Flows & Tasks — Imprompt 0.1.0 documentation
60 Best Intelligent agent creator AI tools – 2024
AutoGen Specific
Does Model and Inference Parameter Matter in LLM Applications? – A Case Study for MATH | AutoGen
Examples | AutoGen
Enhanced Inference | AutoGen
Multi-agent Conversation Framework | AutoGen
microsoft/autogen: Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ
AutoGen – Microsoft Research
bonadio/autogenwebdemo: Simple implementation of Autogen with FastApi backend and React frontend
sugarforever/autogen-streamlit
AutoGen Applications : Retrieval Augmented Generation (RAG)
Autogen Demos – a Hugging Face Space by thinkall
Spaces – Hugging Face
angrysky56/ChainedMultiAgentAPI-InferrencesUI: A simple concept UI script to interface with LM Studio (etc) API and allow chained multi agent system prompt workflows.
How to Use Chain of Thought Prompting in MindStudio – YouTube
MetaGPT – a Hugging Face Space by deepwisdom
Prompt Engineering / Klu.ai
Prompt Engineering / Klu.ai
Capably
Analytic Philosophy AI
Lynq
Physics Based Blender
[2309.03409] Large Language Models as Optimizers
GradientJ: Build LLM Native Applications
MetaGPT/docs/ROADMAP.md at main · geekan/MetaGPT
Enterprise h2oGPTe | H2O.ai
Flowise – Low code LLM Apps Builder
PromptChainer
autogen/autogen/agentchat/groupchat.py at main · microsoft/autogen
GitHub – gimlet-ai/tddGPT: AutoGPT for Web App Development
Agent Database By Staf.ai and AgentOps.ai – Google Sheets
ai agents – Google Search
BuildShip
crewAI – Platform for Multi AI Agents Systems
Alef Book · Orders · Shopify
MemGPT
MemGPT-Extensions/functions/conversable/conversable.py at main · tombedor/MemGPT-Extensions
MemGPT/memgpt/functions/function_sets/base.py at main · cpacker/MemGPT
dual process theory – Google Search
autoregressive – Google Search
Research agents 3.0 – Crafters.ai | Find best tools for AI developers
Products – Crafters.ai | Find best tools for AI developers
CLIN: A self evolving agent system – Crafters.ai | Find best tools for AI developers
Steamship
(8) Discord | #💬|general | MemGPT
noahshinn/reflexion: [NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning
AllenNLP – AI2 Tango — Allen Institute for AI
Reflecting on Reflexion – by Noah Shinn and Ashwin Gopinath
[2303.11366] Reflexion: Language Agents with Verbal Reinforcement Learning
Training
DPO Trainer
AdaptLLM/medicine-LLM-13B · Hugging Face
ML Experiment Tracking | Comet ML
Third-Party Environments – Gymnasium Documentation
Farama-Foundation/Gymnasium: An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
GammaTauAI/leetcode-hard-gym: A hard gym for programming
Fine-tuning BERT (and friends) for multi-label text classification.ipynb – Colaboratory
Trainer
Guiding Frozen Language Models with Learned Soft Prompts – Google Research Blog
Different ways of training LLMs. And why prompting is none of them | by Dorian Drost | Towards Data Science
skypilot/llm/vicuna-llama-2 at master · skypilot-org/skypilot
Building a GPT Fine Tuning Data & Model Generator
H2O Driverless AI
LLaVA
Prompt Tuning
Prompt tuning for causal language modeling
Prompting
Prompt tuning – Google Search
google-research/prompt-tuning: Original Implementation of Prompt Tuning from Lester, et al, 2021
[2103.10385] GPT Understands, Too
LLM Prompt FORMATS make or break your LLM and RAG – YouTube
PromptLayer – The first platform built for prompt engineers
Models
Free Artificial Intelligence Services – AWS
Mistral AI API | Mistral AI Large Language Models
Open-weight models | Mistral AI Large Language Models
Product | Mistral AI | Open-weight models
Deploy with SkyPilot | Mistral AI Large Language Models
apple/ml-ferret
Apple quietly released an open source multimodal LLM in October | VentureBeat
LocalAI: replacing OpenAI API with open-source
Nexusflow on X: “🚀Calling all developers of copilots and AI agents! Introducing 🐦‍⬛NexusRaven V2, a 13B function calling LLM surpassing GPT-4 in real-world zero-shot tool use. ✨ Highlights of 🐦‍⬛NexusRaven V2: 💪Superior Performance: NexusRaven V2 surpasses GPT-4 up to 7% on complex nested and… https://t.co/rKTzvvsgY0” / X
Anthropic \ Long context prompting for Claude 2.1
Video / Design
Reflexion AI
Gamma App: Generate AI Presentations, Webpages & Docs
Runway – Advancing creativity with artificial intelligence.
AI Movie Making: 18 Simple Tricks for Captivating Scenes!
When Will Sora Be Available To The Public – Dataconomy
Hallucinations
AI Hallucinations and How to Avoid Them
AI Hallucinations : Fear Not — It’s A Solved Problem — Here’s How (With Examples!) | by Alden Do Rosario | Artificial Intelligence in Plain English
Products / Services
TextQL – Your Enterprise Virtual Data Analyst
AI + a16z | Andreessen Horowitz
Natural Language Processing Services – Pragnakalp Techlabs: AI, NLP, Chatbot, Python Development
The Open Interpreter Project
OpenInterpreter – Crafters.ai | Find best tools for AI developers
Landa | Lend – invest in mortgages with Landa
Ben Lang
GPT4All
getleon.ai
mudler/LocalAI: :robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs ggml, gguf, GPTQ, onnx, TF compatible models: llama, llama2, rwkv, whisper, vicuna, koala, cerebras, falcon, dolly, starcoder, and many others
How to Write a Credit Dispute Letter? [2024 Template]
H2O Hydrogen Torch | H2O.ai
Our Products – Pragnakalp Techlabs: AI, NLP, Chatbot, Python Development
cptX 〉GPT Smart Refactoring – Visual Studio Marketplace
Air Web
Kick | Self-Driving Bookkeeping
Anyscale | Scalable Compute for AI and Python
Interactive AI-Powered Storytelling – AI Adventure
1X Technologies | Androids Built to Benefit Society
github.com/ashvardanian/extrapolaTED
Replicate – Run open-source machine learning models with a cloud API
LangChain + Next.js Template
(40) Unlocking the Power of AI: Transforming Your API into a Natural Language-Driven Interface | LinkedIn
Fireworks – Generative AI For Product Innovation!
Next.js AI Chatbot – Next.js AI Chatbot
The Audio Intelligence Platform™ | Music AI
Moises App: The Musician’s App | Vocal Remover & much more
jxnl/instructor: structured outputs for llms
Open-source ChatGPT Alternative | Jan
Knowledge Ninja
Waitlist – New Computer
Luminous
I’m looking for a service which can act as a backend for LLM queries dynamically switching between LLMs – Exa
Baseplate
Django App Generator – Soft Design | Rocket Generator
Instructions
BuildShip
Adept: Useful General Intelligence
PromptPort – Navigate the Sea of Creativity with the Best Writing Prompts Around!
Dunno
Enterprise Generative AI Platform | Scale AI
Superagent – The open framework for building AI-assistants
tylerneylon/explacy: A small tool that EXPLains spACY parse results. See what I did there?
Baseplate
What is Boundary? – BoundaryML
Jakob Greenfeld on X: “Every agency gets stuck around $50k in monthly revenue. There might be a few months were revenue goes up a bit. But then it quickly goes back down again. I’ve been fascinated by this pattern for a while now. And I think I’ve finally figured out why this happens. Let’s dive… https://t.co/45r2E9okvq” / X
BEON.tech – Unlock innovation with top-tier talent from Latin America
Deepgram AI Startup Program | Deepgram
FinOps Terminology
[2309.04801] TMComposites: Plug-and-Play Collaboration Between Specialized Tsetlin Machines
We asked ChatGPT your questions about astronomy. It didn’t go so well.
Peter Wang 🦋 on X: “Um… I just had like a 20 minute conversation with ChatGPT about the history of modern physics. If I had this shit as a tutor during high school and college…. OMG. I think we can basically re-invent the concept of education at scale. College as we know it will cease to exist.” / X
The $113M Mistral AI Seed Round — Why So Much Hate? And Why Europe Should be an AI Powerhouse | by Oliver Molander | Medium
[2106.07849] Simon Says: Evaluating and Mitigating Bias in Pruned Neural Networks with Knowledge Distillation
Boosting Contrastive Learning with Relation Knowledge Distillation | Proceedings of the AAAI Conference on Artificial Intelligence
[2106.01489] Not All Knowledge Is Created Equal: Mutual Distillation of Confident Knowledge
lieberman20a.pdf
babylm.github.io
[2101.10382] Curriculum Learning: A Survey
2101.10382.pdf
2311.03956.pdf
Making the most of your Machine Learning budget on Amazon SageMaker – DEV Community
Building LLM applications for production
Lists
MLQ App | AI Startups & Equity Research
Products – Crafters.ai | Find best tools for AI developers
AI Minds Newsletter
Agent Database By Staf.ai and AgentOps.ai – Google Sheets
(10) Discord | #share-your-project | Agent Group – By AgentOps.ai
Nexa AI: Discover the Best AI Tools for free
Find your Template – Vercel
tensorchord/Awesome-LLMOps: An awesome & curated list of best LLMOps tools for developers
Top AI Apps, Tools, Services & Software: Best Curated Directory | Deepgram
AllLLMs
AnyMod – Referlist
AI Gateway – Simplify Your LLM Integrations | Portkey
Gateway for Other APIs – Portkey Docs
BerriAI/litellm: Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)
PromptHub: AI Prompt Management for Teams
pezzolabs/pezzo: 🕹️ Open-source, developer-first LLMOps platform designed to streamline prompt design, version management, instant delivery, collaboration, troubleshooting, observability and more.
lastmile-ai/aiconfig: AIConfig is a config-based framework to build generative AI applications.
AIConfig | AIConfig
Prompteams – Your AI Prompt Management System
Sign in – Pezzo
Agenta – Prompt Management and Evaluation for LLM applications
PlayFetch | Collaborative prompts with versioning, testing, and more
mleoking/PromptAppGPT: A rapid prompt app development framework based on GPT
Login
bigscience-workshop/promptsource: Toolkit for creating, sharing and using natural language prompts.
Fusion | Generate
ModelsLab: AI APIs for next-generation AI products | Deepgram
oobabooga/text-generation-webui: A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
Chatbot UI
Docs | OpenRouter
eLearning Industry – Post your eLearning article. At eLearning Industry you will find the best collection of eLearning articles, eLearning concepts, eLearning software, and eLearning resources.
EdTech Hub
Best 10 AI course creators in 2023 – Ranked and compared | EdApp: Mobile LMS
onebillion: one app that delivers reading, writing and numeracy
EdTech for Digital Personalised Learning
Trends in Digital Personalized Learning | UNICEF Office of Global Insight & Policy
AI for children | UNICEF Office of Global Insight & Policy
The Advantages Of Personalized Learning Courses
Personalized Learning and Technology: 4 Things to Keep in Mind – KnowledgeWorks
onebillion: onecourse – learning to read with comprehension
Online Learning Platform for Universities | Coursera
Prompt Engineering for ChatGPT | Coursera
Tiny
maxbbraun/llama4micro: A “large” language model running on a microcontroller
mit-han-lab/TinyChatEngine: TinyChatEngine: On-Device LLM Inference Library
[D] Running an LLM on “low” compute power machines? : r/MachineLearning
Reading
Analytics | Home
seforim.app/settings/account
Rayi Stern on Sefaria
Next.js AI Chatbot – Vercel
Glasp: Web & PDF Highlighter for Researchers & Learners
ReadON is the next generation Web3 reading product -readon experience
Readwise
Readwise Reader | The first read-it-later app built for power readers.
Phone
[HOW-TO] Replace Google Assistant With ChatGPT! : r/tasker
is there a way to make ChatGPT the default assistant on android – Exa
TaskerNet
Education
Spark Study – AI for Schools
Multimodality of AI for Education: Towards Artificial General Intelligence
Galactica Demo
Peter Wang 🦋 (@pwang) / X
Can ChatGPT learn science from an astrophysicist? – Big Think
Harnessing LLMs in Curricular Design: Using GPT-4 to Support Authoring of Learning Objectives
(39) AI-Driven Curriculum Creation | LinkedIn
Processica
Artificial Intelligence and the Future of Teaching and Learning (PDF)
Education-and-AI-preparing-for-the-future-AI-Attitudes-and-Values.pdf
AI Will Transform Teaching and Learning. Let’s Get it Right.
AI+Education Summit: AI in the Service of Teaching and Learning
Education | Stanford HAI
AI in Education Summit
Unified API
Merge Pricing
Connectors | Prismatic
Integration- DataChannel – Reliable Automated ETL & Reverse ETL platform
REVOX
SCORM.com HomePage: What is SCORM and How it Works

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