LLM News and Articles

https://mnaweb.medium.com/uma-arquitetura-de-agentes-baseada-em-grafos-para-a-resolu%C3%A7%C3%A3o-de-tarefas-complexas-com-llms-0f5ba8783ae8

https://medium.com/@the.nick.miller/giving-generative-ai-access-to-real-time-knowledge-with-the-perplexity-api-55e874da3455

https://twitter.com/karpathy/status/1821277264996352246

https://medium.com/@joel5638/can-a-large-language-model-recognize-itself-ef2e9d82cdf8

https://mistral.ai/news/build-tweak-repeat/

https://medium.com/@niltonjuniorphd/summarise-new-york-times-news-using-gemini-9761e7dbdfbb

https://ai.gopubby.com/medical-specific-language-model-pmc-llama-d07fed1f1061

https://medium.com/@5.vivek.verma/so-you-want-to-run-the-llm-model-on-your-pc-mac-8ef11c40bccb

https://github.com/character-ai/prompt-poet

https://modelsandcycles.com/owasp-top-ten-large-language-model-vulnerabilities-part-2-832e90f2b924

https://mistral.ai/fr/news/build-tweak-repeat/

https://medium.com/@aarush-raj/think-like-a-human-search-like-a-pro-the-mindsearch-revolution-d5dff3a741df

https://blog.worqhat.com/off-goes-the-ca-d2ec7fc2bc82

https://medium.com/@danushidk507/customizing-paligemma-a-guide-to-fine-tuning-for-targeted-applications-636a522536cc

https://medium.com/@harshharsha360/langchain-building-a-custom-shell-bash-tool-agent-for-windows-os-8392b15d5de1

https://huggingface.co/papers/2408.02622

https://iamdgarcia.medium.com/from-zero-to-hero-llms-edition-episode-4-building-a-chatbot-with-langchain-424dbf365602

https://medium.com/@uday.sfdc1991/how-to-choose-a-suitable-llm-for-a-business-use-case-ab27cb7c021d

https://twitter.com/sama/status/1821207141635780938

https://techcrunch.com/2024/08/07/this-week-in-ai-openais-talent-retention-woes/

https://inductor.ai/blog/open-sourcing-llm-app-starter-templates

https://medium.com/pressw/automating-internal-writing-processes-with-generative-ai-84ed5752ba9e

https://medium.com/@modelbox/introducing-structured-outputs-and-modelboxs-support-for-gpt-4o-2024-08-06-inference-bd23673a19e1

https://medium.com/@topbosstalk/wtf-is-agi-and-why-is-it-taking-over-ai-5fabf832914d

https://medium.com/@alexrodriguesj/retrieval-augmented-generation-rag-with-langchain-and-faiss-a3997f95b551

https://blog.langchain.dev/langgraph-v0-2/

https://medium.com/pressw/agentic-prompting-for-llms-the-hype-it-deserves-5200316c0797

https://medium.com/langtrace/llms-have-ushered-in-a-new-era-of-the-software-development-lifecycle-sdlc-f0fefd2aafe0

https://medium.com/@michaelwood33311/eliminate-rag-hallucinations-with-a-single-api-1d58e9deb86a

https://medium.com/@shashwatbhatt190897/creating-a-natural-language-ui-like-jarvis-in-iron-man-how-gen-ai-and-llms-can-help-6850e657ff93

https://medium.com/@madzarmaksim/understanding-graphrag-enhancing-llm-capabilities-with-knowledge-graphs-2d7420bd328c

https://towards-agi.medium.com/how-to-use-structured-outputs-with-gpt-4o-2024-08-06-37be4a447c6f

https://medium.com/@purusharth.19.malik/chain-of-thought-all-the-language-models-are-just-extremely-intelligent-toddlers-7f1d40bdeb8e

https://medium.com/@jaimonjk/how-to-query-relational-databases-with-connected-tables-using-a-large-language-model-1a8aa06f40e6

https://medium.com/automate-everything/improving-performance-time-for-llms-in-windows-df169582ddbc

https://olehch.medium.com/large-language-models-transformer-architecture-text-generation-0f1a81f44873

https://medium.com/@uri.meirav/film-discovery-a-simple-rag-example-916a93e1888d

https://medium.com/@linuxandbeyond/chatgpt-alternatives-exploring-free-open-source-and-affordable-ai-models-aabdd7d85b26

https://medium.com/@sales_96204/lean-mean-green-machines-optimizing-ai-for-energy-efficiency-9aa75a2af04a

https://medium.com/@gboccardo/il-prompt-engineering-la-chiave-per-dialogare-efficacemente-con-lai-2a950f90f345

https://www.marktechpost.com/2024/08/07/mistral-nemo-vs-llama-3-1-8b-a-comparative-analysis/

https://medium.com/@miramnair/develop-and-deploy-a-serverless-rag-solution-with-amazon-bedrock-agents-knowledge-base-and-098c66f3b290

https://ai.gopubby.com/simple-rag-with-llamaindex-qdrant-gpt-4o-mini-a227c343cbec

https://medium.com/@vivekg342/introducing-calorie-gpt-track-your-calories-using-llms-part-1-4b1a854b0b28

https://medium.com/@jonnyndavis/6-lessons-from-llama-3-a96d239be4fb

https://alexasteinbruck.medium.com/10-intersections-of-ai-and-web-development-beb64b52848c

https://ai.gopubby.com/text-to-imaging-in-a-state-of-flux-9bb3b10a1c06

https://medium.com/@marketing_novita.ai/how-to-automate-ai-to-post-facebook-posts-developing-guide-e50f35141d69

https://medium.com/@deniseholt1/verses-latest-research-advances-beyond-genai-with-rgm-conceptual-modeling-for-faster-cheaper-ai-cd38abde04c3

https://medium.com/@ezinsightsai/how-to-maximize-business-intelligence-with-large-language-models-63337341b281

https://towardsdev.com/revolutionizing-workflows-how-llm-agents-streamline-repetitive-tasks-with-security-and-efficiency-47c169463b13

https://akhinoz.medium.com/fine-tuning-or-rag-whats-your-first-move-in-llm-optimization-0c3d6b0a5e91

https://towardsdatascience.com/stop-wasting-llm-tokens-a5b581fb3e6e

https://towardsdatascience.com/create-a-synthetic-dataset-using-llama-3-1-405b-for-instruction-fine-tuning-9afc22fb6eef

https://medium.com/@marketing_novita.ai/develop-forever-companion-ai-your-virtual-support-31f198f583c6

https://williamessex.medium.com/not-waving-but-mass-producing-82644d3f2a3a

https://medium.com/@miramnair/develop-and-deploy-a-serverless-rag-solution-with-amazon-bedrock-agents-knowledge-base-and-ef8a1818bc1e

https://blog.nonstopio.com/exploring-retrieval-augmented-generation-rag-understanding-evaluating-and-applying-the-hybrid-bdca9f99f6a1

https://medium.aiplanet.com/beyondllm-0-2-2-release-evaluate-langchain-rag-pipeline-memory-and-weaviate-support-a33207b38d61

https://medium.com/@myscale/building-rag-app-using-open-source-cloud-hosted-llms-with-myscaledb-and-bentoml-2d61b4c7baf6

https://dirk-schmidt.medium.com/engaging-citizens-like-never-before-with-ai-magic-36e95fdb296e

https://medium.com/@social_65128/the-state-of-customer-service-in-2024-key-points-to-remember-for-a-generative-ai-future-b1d77ff22446

https://medium.com/@analyticsinsightsubmissions/optimizing-llm-apps-practical-prompt-engineering-tips-a4f186bcf5ee

https://medium.com/@sudhirgiri/principles-of-prompt-engineering-dce12a6268c7

https://www.marktechpost.com/2024/08/06/meta-presents-self-taught-evaluators-a-new-ai-approach-that-aims-to-improve-evaluators-without-human-annotations-and-outperforms-commonly-used-llm-judges-such-as-gpt-4/

https://avinashselvam.medium.com/llm-evaluation-metrics-bleu-rogue-and-meteor-explained-a5d2b129e87f

https://actbrilliant.medium.com/openais-talent-exodus-a-sign-of-shifting-priorities-in-ai-development-a12033b3b7c9

https://digitizingpolaris.com/openais-talent-exodus-a-sign-of-shifting-priorities-in-ai-development-a12033b3b7c9

https://medium.com/@ryansaleh/introducing-plugllm-simplify-your-llm-integration-with-a-unified-api-259ed1c48524

https://medium.com/@techsachin/self-taught-evaluators-improving-llm-as-judge-evaluators-without-human-annotations-71e6a73ce8c2

https://simonwillison.net/2024/Aug/6/openai-structured-outputs/

https://ai-network.medium.com/pudgy-penguins-search-discovery-ai-chatbot-now-live-c2d17688e4d8

https://venturebeat.com/ai/openai-has-finally-released-the-no-1-feature-developers-have-been-desperate-for/

https://medium.com/@kadamsay06/qlora-revolutionizing-machine-learning-with-quantized-efficiency-060d918b2fb6

https://medium.com/@mehrdad-/iterative-rag-explained-methods-and-practical-considerations-fbf194fae991

https://medium.com/syncedreview/llama-3-meta-ais-multilingual-and-multimodal-marvel-beb2b0a864b8

https://medium.com/thedeephub/zero-shot-ecg-classification-using-multimodal-learning-and-test-time-ckepe-85f128281685

https://metr.org/blog/2024-08-06-update-on-evaluations/

https://medium.com/@EleventhHourEnthusiast/the-llama-3-herd-of-models-2f62252ce1c8

https://levelup.gitconnected.com/local-rag-with-llama3-instruct-ollama-305a7eb749cb

https://medium.com/@abhiragkulkarni12/advanced-retrieval-techniques-in-langchain-to-improve-the-efficiency-of-rag-systems-32b88d78383d

https://docs.anthropic.com/en/docs/build-with-claude/embeddings

https://medium.com/@ozziefeerman/the-future-of-human-computer-interaction-2024-and-beyond-b680c3d24ff7

https://kenhuangus.medium.com/key-differences-between-prompt-injection-and-jailbreaking-d397cffbe812

https://njokuuchechi.medium.com/monitoring-and-evaluation-of-llm-systems-ae3e28b8ac0d

https://arxiv.org/abs/2407.16732

https://medium.com/@pdashok2875/implementation-and-evaluation-of-rag-using-langchain-and-ragas-d29c6ffc5442

https://medium.com/@lotussavy/symbolic-knowledge-distillation-of-large-language-models-ce01a221b1f1

https://medium.com/@lotussavy/knowledge-distillation-and-its-types-26ee83a7d14c

https://medium.com/@lotussavy/milestones-in-knowledge-distillation-and-large-language-models-260e7ac5a789

https://medium.com/@swethag04/understanding-langchain-part-2-55587fb3beff

https://medium.com/around-the-prompt/exploring-googles-new-gemini-1-5-pro-experimental-0801-the-most-powerful-model-to-date-b744397f581c

https://medium.com/@JamesStakelum/e%C2%B2-llm-training-long-context-ll-d714c01fde9c

https://medium.com/@dschauer12/a-formula-to-pick-the-most-cost-effective-model-db20ff51afe6

https://will-s-curran.medium.com/add-salt-to-your-ai-prompts-453564218670

https://medium.com/@cognidownunder/alphaproof-when-ai-crashed-the-math-party-cbe2c3cad562

https://blog.stackademic.com/how-to-use-routeagent-a-guide-to-intelligent-ai-task-routing-33be8b6ec9f9

https://pub.towardsai.net/building-intelligent-agents-from-scratch-a-journey-into-llm-powered-autonomy-e998bb9e34ae

https://medium.com/@jh.baek.sd/comparing-chroma-and-faiss-involves-examining-their-features-use-cases-and-performance-f54997632cd6

https://modal.com/blog/llama-human-eval