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157 of 100
Monday, 2024-08-26
14:19The 3 Major Challenges Hindering the Implementation of RAG, Can 3 New RAG Frameworks Really Save…
https://medium.com/@pamperherself/the-3-major-challenges-hindering-the-implementation-of-rag-can-3-new-rag-frameworks-really-save-8bb1858db34e
14:11GraphRAG Architecture Overview and User Feedback on Practical Application
https://medium.com/@pamperherself/graphrag-architecture-overview-and-user-feedback-on-practical-application-1986c241cb5f
14:01Weight Pruning and Knowledge Distillation for LLMs
https://pub.towardsai.net/weight-pruning-and-knowledge-distillation-for-llms-317d8c0d2731
13:56Exploring Hugging Face: The GitHub for the Machine Learning Community
https://medium.com/@sarthaksavvy1/exploring-hugging-face-the-github-for-the-machine-learning-community-0eeebcdb6733
13:50LLM in Neovim with Inline Assistant. Supports Anthropic, Gemini, Ollama, OpenAI
https://github.com/olimorris/codecompanion.nvim
13:29Best Small Language Models for Accuracy and Enterprise Use Cases — Benchmark Results
https://medium.com/@darrenoberst/best-small-language-models-for-accuracy-and-enterprise-use-cases-benchmark-results-cf71964759c8
13:20-
https://medium.com/@shreyakhandelwalofficial/-b90043cbaa66
13:15How NVIDIA Pruned and Distilled Llama 3.1 to Create Minitron 4B and 8B
https://pub.towardsai.net/how-nvidia-pruned-and-distilled-llama-3-1-to-create-minitron-4b-and-8b-6646d42c92c6
13:14ELNA.ai Shines in Recent Twitter Mention by Bob Bodily
https://elna-ai.medium.com/elna-ai-shines-in-recent-twitter-mention-by-bob-bodily-e00343b4b04e
13:14Xinyu: Transforming Commentary Generation with Advanced LLM Techniques, Achieving Unprecedented Efficiency and Quality in Structured Narrative Creation
https://www.marktechpost.com/2024/08/26/xinyu-transforming-commentary-generation-with-advanced-llm-techniques-achieving-unprecedented-efficiency-and-quality-in-structured-narrative-creation/
12:45Understanding Weights and Biases in Neural Networks with Real-World Analogies and Use Cases
https://medium.com/@punya8147_26846/understanding-weights-and-biases-in-neural-networks-with-real-world-analogies-and-use-cases-56f1501d1ae8
12:12Phi-3.5: Microsoft’s Advanced Small Language Models
https://medium.com/@akshai.148/phi-3-5-microsofts-advanced-small-language-models-fe80ac8c4f92
12:11How to Stop Ollama Model Streaming
https://towards-agi.medium.com/how-to-stop-ollama-model-streaming-2a9aebe96b1d
11:55Building Knowledge Graphs Using Python
https://medium.com/@zulqarnain.shahid.iqbal/building-knowledge-graphs-using-python-821a71254aed
11:52Transforming Content Experiences from Surreal to Real with Structured Content (DITA)
https://info-11696.medium.com/transforming-content-experiences-from-surreal-to-real-with-structured-content-dita-1facd42cb71a
11:38Control 50+ local and proprietary LLMs with one API and web interface (open source)
https://medium.com/@patricklenert/control-50-local-and-proprietary-llms-with-one-api-and-web-interface-open-source-7ac0070f1c7f
10:59Pharia-1-LLM: transparent and compliant
https://aleph-alpha.com/de/introducing-pharia-1-llm-transparent-and-compliant/
10:42The AI Scientist: A Glimpse into the Future of LLM-Powered Research
https://medium.com/@udilumnitz/the-ai-scientist-a-glimpse-into-the-future-of-llm-powered-research-4bf40f12b89d
10:27Prompt Splitting: Improving LLM Accuracy with Tool-Based Tasks
https://medium.com/@anindyaju99/prompt-splitting-improving-llm-accuracy-with-tool-based-tasks-13fd8feeb5cc
09:41No GPUs, no problem; How to run LLMs on CPUs only
https://medium.com/@vaibsk_7992/no-gpus-no-problem-how-to-run-llms-on-cpus-only-3021d199598a
09:38Prioritizing RAG Use Cases in Your Industry: A Strategic Approach
https://medium.com/@rishith.ellathmeethal/prioritizing-rag-use-cases-in-your-industry-a-strategic-approach-5514dee2d45b
09:31AI Organize Summary Notes: Best Tools and Developing Guide
https://medium.com/@marketing_novita.ai/ai-organize-summary-notes-best-tools-and-developing-guide-c3d9fc8e8dd6
09:25An exciting conversation with ChatGPT-4 that you could find enlightening.
https://medium.com/@akshaysrinivasan_90276/an-exciting-conversation-with-chatgpt-4o-that-you-could-find-enlightening-2f03c3c3aa29
08:11The AI Gold Rush: Are We Mining or Just Selling Shovels?
https://ai.plainenglish.io/the-ai-gold-rush-are-we-mining-or-just-selling-shovels-348fcf2793f6
08:10Grok-2: What xAI’s Latest AI Model Brings to the Table
https://ai.plainenglish.io/grok-2-what-xais-latest-ai-model-brings-to-the-table-c8142b8d8889
07:31Ragna in Action: Building AI Document Interrogation Apps with Open Source Tools
https://medium.com/quansight/ragna-in-action-building-ai-document-interrogation-apps-with-open-source-tools-74cd0bc13dcb
07:14Revolutionizing Fintech Insurance A Tête-à-tête with Tunk.ai and Anya!
https://medium.com/@social_87723/revolutionizing-fintech-insurance-a-t%C3%AAte-%C3%A0-t%C3%AAte-with-tunk-ai-and-anya-94c678b3df4e
07:08Your Machine Learning Journey: Advocacy Work with Machine Learning
https://mdr-palaces.medium.com/your-machine-learning-journey-advocacy-work-with-machine-learning-1aeda725989b
06:54Easiest way to run LLM’s locally ? (Ollama, LM studio)
https://medium.com/@kartik_rodagi/easiest-way-to-run-llms-locally-ollama-lm-studio-fedd08a519f4
06:25FocusLLM: A Scalable AI Framework for Efficient Long-Context Processing in Language Models
https://www.marktechpost.com/2024/08/25/focusllm-a-scalable-ai-framework-for-efficient-long-context-processing-in-language-models/
06:05Building a Simple Retrieval Augmented Generation (RAG) Pipeline
https://medium.com/@shriyansnaik/building-a-simple-retrieval-augmented-generation-rag-pipeline-e4d554ce596d
06:01Using Large Language Models for Intent Classification Projects
https://pvsravanth.medium.com/using-large-language-models-for-intent-classification-projects-f9078d048a6a
05:47How Knowledge Graphs can help increase LLM accuracy
https://medium.com/@NainikaBaliga/how-knowledge-graphs-can-help-increase-llm-accuracy-73cee0ab3fe9
05:37Retrieval Augmented Generation Framworks: HayStack
https://admantium.medium.com/retrieval-augmented-generation-framworks-haystack-1570e8836e96
05:29Real-World Example: Building a Fine-Tuned Model with OpenAI
https://medium.com/gptalk/real-world-example-building-a-fine-tuned-model-with-openai-58a0557143af
05:18Hacking ChatGPT bots: Exercises
https://medium.com/@fm.camb/hacking-chatgpt-bots-exercises-b9dea349209e
05:11Can a LLM Recognize Its Self?
https://medium.com/@mitrapatel/can-a-llm-recognize-its-self-957928e0dde2
05:11why models (such as llms) shouldn’t train on their own generated data
https://evanthebouncy.medium.com/why-model-shouldnt-train-its-own-generated-data-8530085e5b72
04:59Book Review: Building Data-Driven Applications with LlamaIndex
https://artgor.medium.com/book-review-building-data-driven-applications-with-llamaindex-a3fb26f2b4ac
04:52San Francisco’s AI Magnet: Why International Founders Are Flocking to the Bay Area
https://reiserx.medium.com/san-franciscos-ai-magnet-why-international-founders-are-flocking-to-the-bay-area-69e9ad7c7caa
04:47The Power of Efficiency in AI: Why Smaller Models are the Future
https://leszekkrol.medium.com/the-power-of-efficiency-in-ai-why-smaller-models-are-the-future-b5aff7bf8331
04:45Sam Altman doesn't care about you
https://disconnect.blog/sam-altman-doesnt-care-about-you/
03:47ATF: An Analysis-to-Filtration Prompting Method for Enhancing LLM Reasoning in the Presence of Irrelevant Information
https://www.marktechpost.com/2024/08/25/atf-an-analysis-to-filtration-prompting-method-for-enhancing-llm-reasoning-in-the-presence-of-irrelevant-information/
03:18Can Machines Really ‘Understand’ Like Us?
https://cplu.medium.com/can-machines-really-understand-like-us-f8b49d9925a4
02:07Week #5: RAG-Based Rate My Professor (RMP) Support Agent Implementation
https://no-cap-ambrosia.medium.com/week-5-rag-based-rate-my-professor-rmp-support-agent-implementation-5419d2c9e3a7
02:00AI Engineers Gather at the World’s Fair: A Look at the State of the Art
https://medium.com/@dhshah1112/ai-engineers-gather-at-the-worlds-fair-a-look-at-the-state-of-the-art-39a2e97c27b5
01:44The Era of Personalized Software?
https://mobob.medium.com/the-era-of-personalized-software-0d8ca1c3cfaa
01:33Postgres as a vector Database | Implementing Hybrid search with Postgres for RAG Using Groq.
https://medium.com/@meeran03/postgres-as-a-vector-database-implementing-hybrid-search-with-postgres-for-rag-using-groq-494ca3e41d57
00:01Earth Simulation Controlled by LLMs
https://pub.towardsai.net/earth-simulation-controlled-by-llms-7ffadd9978c2
Sunday, 2024-08-25
23:46Using the llm terminal command to make release commits
https://medium.com/@guilherme.beneti.martins/using-the-llm-terminal-command-to-make-release-commits-9686824475ff
23:39The Intersection of AI Development, Data Consent, and Social Impact
https://medium.com/@lorenamelo.engr/the-intersection-of-ai-development-data-consent-and-social-impact-c6b6b6d846c6
22:41Analysis of Claude 3.5 Sonnet, Llama3, and GPT-4
https://medium.com/@researchgraph/analysis-of-claude-3-5-sonnet-llama3-and-gpt-4-08e2db027209
22:29Introducing GPT-4o Mini: The Future of Lightweight AI Models
https://medium.com/@researchgraph/introducing-gpt-4o-mini-the-future-of-lightweight-ai-models-2f9e6aec1ae3
21:50QuikChat
https://levelup.gitconnected.com/quikchat-4be8d4a849e5
21:18GPT-4 is judged more human than humans in displaced and inverted Turing tests
https://arxiv.org/abs/2407.08853
21:07Using Knowledge Graphs to Reduce False Negatives in RAG
https://medium.com/@Stan_DS/using-knowledge-graphs-to-reduce-false-negatives-in-rag-e61db6388621
20:35Decentralized Large Language Models: The Future of AI Without Centralization
https://medium.com/@guneysol/decentralized-large-language-models-the-future-of-ai-without-centralization-7fabff82db77
20:14Data Augmentation with Scikit-LLM
https://medium.com/@c.giancaterino/data-augmentation-with-scikit-llm-acbadf6ed5c1
20:08Revolutionizing Large Language Models: The Rise of 1.58-bit LLMs
https://medium.com/@fayez.siddiqui31/revolutionizing-large-language-models-the-rise-of-1-58-bit-llms-d8a799a285ae
19:33Building with Vector Databases- A Weekend Adventure
https://medium.com/@bhaduri.maharshi/building-with-vector-databases-a-weekend-adventure-018d64fcdf2a
19:2811 Things I Learned About Generative AI As a Java Dev — Part 2
https://medium.com/@andreinicusan/11-things-i-learned-about-generative-ai-as-a-java-dev-part-2-01036b87644f
19:2811 things I learned about Generative AI as a Java dev — Part 1
https://medium.com/@andreinicusan/11-things-i-learned-about-generative-ai-as-a-java-dev-part-1-d9841804f7bf
18:42PyTorch vs TensorFlow
https://medium.com/@jpasalagua/pytorch-vs-tensorflow-fdc2b5b05fe4
18:36Agent & Tools — Basic Code using LangChain
https://medium.com/@shravankoninti/agent-tools-basic-code-using-langchain-50e13eb07d92
18:31Empowering Communities with Large Language Models: Poultry Plant Workers Combat Disinformation…
https://mdr-palaces.medium.com/empowering-communities-with-large-language-models-poultry-plant-workers-combat-disinformation-e1529c67e1f6
18:24Traversing latest Graph DB choices and costs
https://medium.com/@julian.burns50/shaking-the-graph-db-decision-tree-f65ed344c979
18:20Mastering AI Prompt Types: Samples for Your Day-to-Day Activities
https://medium.com/@rajeshmanikumarg/mastering-ai-prompt-types-samples-for-your-day-to-day-activities-a9da6d9ff742
18:06⚡ Powering Real-Time GenAI: Apache Kafka + Vector Database + LLM
https://medium.com/@raza104ali/powering-real-time-genai-apache-kafka-vector-database-llm-7207457bac8a
17:53Exploring LangChain: The Ultimate Toolkit for LLM-Powered Applications
https://medium.com/@gyanesh16039/exploring-langchain-the-ultimate-toolkit-for-llm-powered-applications-aad68b68691a
17:47The art of programming and why I won't use LLM
https://kennethnym.com/blog/why-i-still-wont-use-llm/
17:44Connaissez-vous la famille de modèles Phi-3 de Microsoft?
https://medium.com/@martino.bettucci/connaissez-vous-la-famille-de-mod%C3%A8les-phi-3-de-microsoft-3c3a039d2afa
17:14Build your customized Chatbot with RAG and LangChain agent
https://peaceful0907.medium.com/build-your-customized-chatbot-with-rag-and-langchain-agent-0eae1923702e
17:05Programming with ChatGPT
https://henrikwarne.com/2024/08/25/programming-with-chatgpt/
16:59LangChain vs. LlamaIndex: A Thorough Comparison
https://medium.com/@gyanesh16039/langchain-vs-llamaindex-a-thorough-comparison-059fb16a4c5b
16:56Cracking the Code: How Large Language Models Perform Complex Tasks with In-Context Learning and…
https://medium.com/@ahmetmnirkocaman/cracking-the-code-how-large-language-models-perform-complex-tasks-with-in-context-learning-and-a330e6bc772c
16:35Gmail Organization with LLM’s(Langchain, Ollama, OpenAI)
https://medium.com/@tharuntd108/gmail-organization-with-llms-langchain-ollama-openai-3670367eff7a
16:18Revolutionizing Personal Finance with AI: Building a Conversational Finance Manager Using Autogen
https://medium.com/@techwithkrooz/revolutionizing-personal-finance-with-ai-building-a-conversational-finance-manager-using-autogen-1114f9e32725
16:11The problem with ChatGPT and Generative AI
https://joyboseroy.medium.com/the-problem-with-chatgpt-and-generative-ai-6572d362e227
16:01Exploring and Comparing Graph-Based RAG Approaches: Microsoft GraphRAG vs. Neo4j + LangChain
https://pub.towardsai.net/exploring-and-comparing-graph-based-rag-approaches-microsoft-graphrag-vs-neo4j-langchain-3837cd3dddef
15:43Mastering the Art of Prompt Engineering: Symbols that Speak to LLMs
https://medium.com/@AshJai/mastering-the-art-of-prompt-engineering-symbols-that-speak-to-llms-0dc01e686bb9
15:41“Llama 3 vs GPT-4: The New Leader in Language Models”
https://medium.com/@adityachowdary5555/llama-3-vs-gpt-4-the-new-leader-in-language-models-01e898594f91
15:26How does Citi Bank Create its Customer Service Chatbots: Leveraging LLM, RAG, and Vertex AI
https://medium.com/@jywang.llm/a-deep-dive-into-developing-ai-powered-chatbots-at-citi-bank-leveraging-llm-rag-and-vertex-ai-07d43312d15d
15:24Understanding Generative AI, Large Language Models, and NLP
https://medium.com/@maheshhkanagavell/understanding-generative-ai-large-language-models-and-nlp-9a62d5ea1744
15:15Anthropic says California AI bill's benefits likely outweigh costs
https://www.reuters.com/technology/artificial-intelligence/anthropic-says-california-ai-bills-benefits-likely-outweigh-costs-2024-08-23/
15:07Django AI Assistant: A Game-Changer for Building Intelligent Applications
https://medium.com/@shahzaibshah0028/django-ai-assistant-a-game-changer-for-building-intelligent-applications-d58b2c4b4a3d
15:05Building an RAG Application with Vanilla Python: No LangChain, LlamaIndex, etc. (Part 2)
https://medium.com/@rezkyws/building-an-rag-application-with-vanilla-python-no-langchain-llamaindex-etc-part-2-b03844cb6054
15:02The Era of Large Language Models
https://deasadiqbal.medium.com/the-era-of-large-language-models-461d6db5c135
14:49The giant wall of AI innovation we are about to hit.
https://medium.com/@accounts_24896/the-giant-wall-of-ai-innovation-we-are-about-to-hit-6c4dadbca08e
14:43The Ultimate FLUX.1 Hands-On Guide
https://medium.com/@researchgraph/the-ultimate-flux-1-hands-on-guide-067fc053fedd
14:19Changing Your GPU Changes Your LLM Behavior
https://medium.com/@bijit211987/changing-your-gpu-changes-your-llm-behavior-16408c05677a
14:11[Prompt Injection] Replicating System Prompt Writing Techniques to Prevent Prompt Injections
https://medium.com/@sasakitasuku1206/prompt-injection-replicating-system-prompt-writing-techniques-to-prevent-prompt-injections-5a7840d55f73
13:57Fine tuning Prompt-Guard
https://medium.com/@sasakitasuku1206/fine-tuning-prompt-guard-1b5da8fd0b34
12:04Interacting With Stored Procedure Chain Using Azure Open AI and Mistral
https://medium.com/@himondas18/interacting-with-stored-procedure-chain-using-azure-open-ai-fe3c9a931c1d
10:48LinkedIn Released Liger (Linkedin GPU Efficient Runtime) Kernel: A Revolutionary Tool That Boosts LLM Training Efficiency by Over 20% While Cutting Memory Usage by 60%
https://www.marktechpost.com/2024/08/25/linkedin-released-liger-linkedin-gpu-efficient-runtime-kernel-a-revolutionary-tool-that-boosts-llm-training-efficiency-by-over-20-while-cutting-memory-usage-by-60/
10:42GPT Tokenizer with Andrej Karpathy: Part 3
https://medium.com/@kdwa2404/gpt-tokenizer-with-andrej-karpathy-part-3-8a4e1b959cbc
10:12Langfuse : Large Language Model (LLM) Tracebility and Evaluation Tool
https://itsshashi.medium.com/langfuse-large-language-model-llm-tracebility-and-evaluation-tool-699b18339f0d
09:39What Are Agents in LLM?
https://medium.com/@amanvaryani1910/what-are-agents-in-llm-be50c1424f9e
09:31Attention Spans Just Got Longer: How LongWriter is Redefining Ultra-Long Text Generation
https://medium.com/@zamalbabar/breaking-the-word-barrier-how-agentwrite-revolutionizes-ultra-long-text-generation-in-llms-aa881a228851
08:48LangGraph Studio: Empowering AI Agent Development
https://medium.com/@astropomeai/langgraph-studio-empowering-ai-agent-development-2a815fe13703
08:40A Guide to Large Language Models for Non-Techies
https://medium.com/uhasker/a-guide-to-large-language-models-for-non-techies-18a52c0356b9
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