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**LLMs** @LLMs@activitypub.awakari.com · Jul 22

LLMsInside RAG Systems: The Anatomy of Retrieval-Augmented Generation What makes RAG systems tick? A high-level breakdown of components, workflows, and why RAG is essential for grounded language genera... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/ai" target="_blank">#ai</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/technology" target="_blank">#technology</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/llm" target="_blank">#llm</a> <a href="https://levelup.gitconnected.com/inside-rag-systems-the-anatomy-of-retrieval-augmented-generation-144651abbb17?source=rss------technology-5" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=GgG2PXRr0wLdeD17rOXMGaCmo1w&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

Semantic-SearchBuilding Production-Ready AI Systems: The MCP + RAG + LangGraph Architecture That’s Working in… How can we reduce knowledge retrieval latency while maintaining semantic depth? Continue reading ... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/software-architecture" target="_blank">#software-architecture</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/artificial-intelligence" target="_blank">#artificial-intelligence</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/large-language-models" target="_blank">#large-language-models</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/langgraph" target="_blank">#langgraph</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a href="https://medium.com/aimonks/building-production-ready-ai-systems-the-mcp-rag-langgraph-architecture-thats-working-in-a54139b65515?source=rss----63e328c0fcb7---4" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=Semantic-Search" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=GqPK0SQyeX0fYj7vBkrzFoF128W&interestId=Semantic-Search" rel="nofollow noopener" target="_blank">Match</a>

LLMsThe RAG Fallacy: 7 Hidden Failure Points Killing Your AI’s Performance (And What to Do Instead) We all rushed to Retrieval-Augmented Generation (RAG) to connect LLMs to our data. But as real-worl... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/ai" target="_blank">#ai</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/genai" target="_blank">#genai</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/llm" target="_blank">#llm</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/machine-learning" target="_blank">#machine-learning</a> <a href="https://medium.com/@nkrishna242/the-rag-fallacy-7-hidden-failure-points-killing-your-ais-performance-and-what-to-do-instead-47c70c49f4c2?source=rss------machine_learning-5" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=As137yS0CNPYt6p3xpHnT8PMtxw&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

LLMsDemystifying AI: Giving LLMs Memory with Vector Embeddings and ChromaDB Introduction: Continue reading on Medium » <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/ollama" target="_blank">#ollama</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/artificial-intelligence" target="_blank">#artificial-intelligence</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/machine-learning" target="_blank">#machine-learning</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/llm" target="_blank">#llm</a> <a href="https://medium.com/@nagarajankarthik86/demystifying-ai-giving-llms-memory-with-vector-embeddings-and-chromadb-58e9ccbb45f9?source=rss------machine_learning-5" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=BIdg6sz16NQjqit0IqlCaHMgzfk&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

LLMsRAG + Reasoning is the Bridge to Human-Like Intelligence — AI Innovations and Insights 56 By integrating reasoning capabilities, RAG evolves beyond a simple retrieval patch — it becomes... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/llm-reasoning" target="_blank">#llm-reasoning</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/large-language-models" target="_blank">#large-language-models</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/ai" target="_blank">#ai</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/machine-learning" target="_blank">#machine-learning</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a href="https://medium.com/ai-exploration-journey/rag-reasoning-is-the-bridge-to-human-like-intelligence-ai-innovations-and-insights-56-94c2043dbdfd?source=rss------machine_learning-5" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=QwwKb74DpqO12NcZ9xZSiYPCpkW&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

LLMsFine-Tuning vs. RAG: How to Decide for Your LLM Project Large Language Models (LLMs) have transformed the way we build applications — from chatbots to document summarization to question… Co... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/fine-tuning" target="_blank">#fine-tuning</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/llm" target="_blank">#llm</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/generative-ai-use-cases" target="_blank">#generative-ai-use-cases</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/machine-learning" target="_blank">#machine-learning</a> <a href="https://medium.com/@saravananpalanisamy_54774/fine-tuning-vs-rag-how-to-decide-for-your-llm-project-15201cf5c2ac?source=rss------machine_learning-5" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=MQx3uk4MGlZ8jYKRemDLaCaOU8O&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

LLMsBuilding a Local RAG Pipeline with Python, Ollama, ChromaDB and Streamlit I created a fully local Retrieval-Augmented Generation (RAG) pipeline based on a Medium tutorial by Kirill Petropavlov. He ... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/technology" target="_blank">#technology</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/llm" target="_blank">#llm</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/automation" target="_blank">#automation</a> <a href="https://medium.com/@nchinling/building-a-local-rag-pipeline-with-python-ollama-chromadb-and-streamlit-101536f02af3?source=rss------technology-5" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=JpLxZSvZG0ZQBGbMCjXmxvfcBJw&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

LLMsBuilding a Markdown Knowledge Ingestor for RAG with LangChain Retrieval-Augmented Generation (RAG) is becoming an essential technique for building LLM-powered systems that go beyond static… Conti... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/langchain" target="_blank">#langchain</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/llm" target="_blank">#llm</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/vector-database" target="_blank">#vector-database</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/machine-learning" target="_blank">#machine-learning</a> <a href="https://medium.com/@vishalkhushlani123/building-a-markdown-knowledge-ingestor-for-rag-with-langchain-ba201515f6c4?source=rss------machine_learning-5" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=Efw9yGE1O1tq6eVPWo31TPg8oXw&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

LLMsTop 8 LLM + RAG Projects for your AI Portfolio 2025 Explore real-world AI projects using LLMs and Retrieval-Augmented Generation — from smart legal agents to travel planners. Resume Fixed. Co... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/technology" target="_blank">#technology</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/llm" target="_blank">#llm</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/artificial-intelligence" target="_blank">#artificial-intelligence</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/recommendation-system" target="_blank">#recommendation-system</a> <a href="https://ai.plainenglish.io/top-8-llm-rag-projects-for-your-ai-portfolio-2025-c721a5e37b43?source=rss------technology-5" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=TbFrrv6oMmqueGM7lq1aghbFOJE&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

LLMsAdvancing Retrieval-Augmented Generation: Practical Strategies for Smarter RAG Systems Retrieval-Augmented Generation (RAG) has emerged as a powerful solution to some of the core limitations of lar... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/llm" target="_blank">#llm</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/nlp" target="_blank">#nlp</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/genai" target="_blank">#genai</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/machine-learning" target="_blank">#machine-learning</a> <a href="https://medium.com/@chandanacheerla01/advancing-retrieval-augmented-generation-practical-strategies-for-smarter-rag-systems-fbd587449095?source=rss------machine_learning-5" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=7nQCqGs3v8ZZz2ILJCQ80PodYVk&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

LLMsSolving Chunk Amnesia in RAG Pipelines Continue reading on Medium » <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/langchain" target="_blank">#langchain</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/llm" target="_blank">#llm</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/machine-learning" target="_blank">#machine-learning</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/ai" target="_blank">#ai</a> <a href="https://medium.com/@adityaagrecollege/solving-chunk-amnesia-in-rag-pipelines-d4a52f58513b?source=rss------machine_learning-5" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=SvXfXgrAxYDlzY5YCzEnUhkpZy4&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

LLMsRAG’s Confidence Crisis: Why Your LLM Is Secretly Lying to You, and the Axiomatic Fix Retrieval-Augmented Generation breaks our trust metrics and offers a new, principled path forward for AI safe... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/ai-safety" target="_blank">#ai-safety</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/ai" target="_blank">#ai</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/llm" target="_blank">#llm</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/machine-learning" target="_blank">#machine-learning</a> <a href="https://towardsdev.com/rags-confidence-crisis-why-your-llm-is-secretly-lying-to-you-and-the-axiomatic-fix-6f71c1295a9e?source=rss------machine_learning-5" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=El9X90CfFnDj3ImGw93PLQlDZh2&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

LLMsRAG’s Dirty Little Secret: Why Your Hyper-Parameters Are Costing You a Fortune (And How to Fix It) A study reveals that we’ve been tuning RAG systems all wrong. The solution is simpler, cheaper... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/llm" target="_blank">#llm</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/artificial-intelligence" target="_blank">#artificial-intelligence</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/machine-learning" target="_blank">#machine-learning</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/data-science" target="_blank">#data-science</a> <a href="https://medium.com/towards-explainable-ai/rags-dirty-little-secret-why-your-hyper-parameters-are-costing-you-a-fortune-and-how-to-fix-it-6e0752edcff9?source=rss------machine_learning-5" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=2N0vb674kA5g9ucEkIbqPqHh3lQ&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

LLMsWhat If Your Portfolio Could Speak for You? By the Takeoff Capstone Team — Lisa Zhang, Lusha Wang, Yuchen Li Continue reading on Medium » <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/machine-learning" target="_blank">#machine-learning</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/chatbots" target="_blank">#chatbots</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/openai" target="_blank">#openai</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/portfolio" target="_blank">#portfolio</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a href="https://medium.com/@lushaw/what-if-your-portfolio-could-speak-for-you-9b464b71cdcb?source=rss------machine_learning-5" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=1tBHbBLjkF7fZkTOrPwy4k56KYK&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

Semantic-SearchUnlocking Document Intelligence: Using Smoldocling on Databricks with a Real-World Tesla Report H... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/genai" target="_blank">#genai</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/machine-learning" target="_blank">#machine-learning</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/document-ai" target="_blank">#document-ai</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/vision-language-model" target="_blank">#vision-language-model</a> <a href="https://medium.com/@nishantkumar_79055/unlocking-document-intelligence-using-smoldocling-on-databricks-with-a-real-world-tesla-report-9d9d8329d042?source=rss------machine_learning-5" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=Semantic-Search" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=RTqya3QKBjXru5s6Y0xsUpG4cE4&interestId=Semantic-Search" rel="nofollow noopener" target="_blank">Match</a>

Semantic-SearchAdvanced Indexing Techniques in RAG Systems: Beyond Basic Chunking Chunk Optimization Continue re... <a href="https://medium.com/@gauravbansalutd/advanced-indexing-techniques-in-rag-systems-beyond-basic-chunking-ea6a84e4627c?source=rss------machine_learning-5" rel="nofollow noopener" target="_blank">https://medium.com/@gauravbansalutd/advanced-indexing-techniques-in-rag-systems-beyond-basic-chunking-ea6a84e4627c?source=rss------machine_learning-5</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/large-language-models" target="_blank">#large-language-models</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/machine-learning" target="_blank">#machine-learning</a> <a href="https://awakari.com/pub-msg.html?id=9yyLUrV5j1dCLWB9jVV6dzNEL6O&interestId=Semantic-Search" rel="nofollow noopener" target="_blank">Result Details</a>

LLMsThe Fellowship of The RAG For LLMs Continue reading on Emerge<in>Tech » <a href="https://medium.com/emergeintech/the-fellowship-of-the-rag-f38502854ae3?source=rss------technology-5" rel="nofollow noopener" target="_blank">https://medium.com/emergeintech/the-fellowship-of-the-rag-f38502854ae3?source=rss------technology-5</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/large-language-models" target="_blank">#large-language-models</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/llm-agent" target="_blank">#llm-agent</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/technology" target="_blank">#technology</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/artificial-intelligence" target="_blank">#artificial-intelligence</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a href="https://awakari.com/pub-msg.html?id=P8c6i5JGIx4VZDGrId4eJUJ7TEm&interestId=LLMs" rel="nofollow noopener" target="_blank">Result Details</a>

Semantic-SearchHelp Everyone Get Answers Without Bugging the Tech Team No-code workflow to make internal knowled... <a href="https://medium.com/harvesea-tweaks/help-everyone-get-answers-without-bugging-the-tech-team-18ddfc4adfe7?source=rss------startup-5" rel="nofollow noopener" target="_blank">https://medium.com/harvesea-tweaks/help-everyone-get-answers-without-bugging-the-tech-team-18ddfc4adfe7?source=rss------startup-5</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/agentic-ai" target="_blank">#agentic-ai</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/automation" target="_blank">#automation</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/chatbots" target="_blank">#chatbots</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/startup" target="_blank">#startup</a> <a href="https://awakari.com/pub-msg.html?id=WsdTAl6GQ8EyCMvmBg8payRbX3w&interestId=Semantic-Search" rel="nofollow noopener" target="_blank">Result Details</a>

LLMsRAG AI: What if you can talk with your documents? RAG (Retrieval Augmented Generation) is an impl... <a href="https://fazrinadinugraha.medium.com/rag-ai-what-if-you-can-talk-with-your-documents-d20f06d137f7?source=rss------technology-5" rel="nofollow noopener" target="_blank">https://fazrinadinugraha.medium.com/rag-ai-what-if-you-can-talk-with-your-documents-d20f06d137f7?source=rss------technology-5</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/python" target="_blank">#python</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/llm" target="_blank">#llm</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/retrieval-augmented-gen" target="_blank">#retrieval-augmented-gen</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/technology" target="_blank">#technology</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/ai" target="_blank">#ai</a> <a href="https://awakari.com/pub-msg.html?id=HM7Zt8rQe9tnv3vWRdwUsn8h0lM&interestId=LLMs" rel="nofollow noopener" target="_blank">Result Details</a>

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