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og oh oi oj ok ol om"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/@ivanfioravanti/qwen-2-5-coder-quantization-does-not-matter-aider-benchmarks-on-apple-mlx-671e6bd5252a?source=topic_portal---recommended_stories---ollama---0-84--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div title="Qwen 2.5 Coder: quantization does not matter — Aider benchmarks on Apple MLX"><h2 class="bf on lp lq oo op lr ls lt oq or lu os jx ot ou ov ow ka ox oy oz pa kd pb pc pd cm ns nt nv nx bk">Qwen 2.5 Coder: quantization does not matter — Aider benchmarks on Apple MLX</h2></div><div class="pe l"><h3 class="bf b pf z cm pg ns nt ph nv nx fz">If you can’t read this article because of the firewall, go here</h3></div></a></div></div><span class="bf b ga z fz"><div class="pi ab pj ae"><div class="ab q pn"><div class="mf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" 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j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F671e6bd5252a&operation=register&redirect=https%3A%2F%2Fmedium.com%2F%40ivanfioravanti%2Fqwen-2-5-coder-quantization-does-not-matter-aider-benchmarks-on-apple-mlx-671e6bd5252a&source=---recommended_stories---ollama---0-84----------------bookmark_preview----0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz pq pr" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span><div class="j i d"><div class="lj bh r me"></div></div></div></div></div></div></div></div></article></div><div class="ps l"><article class="gb"><div class="gb mf l"><div class="bh gb"><div class="gb l"><div class="hn gb mg mh mi mj mk ml mm mn mo mp mq mr ms" role="link" data-href="https://medium.com/ai-advances/run-llama-3-on-your-laptop-an-introduction-to-ollama-for-beginners-06ba8a110d12" tabindex="0"><div class="mt"><div aria-label="Run Llama 3 on your laptop: An introduction to Ollama for beginners."><div class="mv mw mx my mz"><img alt="Run Llama 3 on your laptop: An introduction to Ollama for beginners." class="bh na nb nc nd bx" src="https://miro.medium.com/v2/resize:fit:1358/format:webp/1*NBfVTMv9jrsNLNkMAG3Lew.png" loading="eager"/></div></div></div><div class="mu ab cc db"><div class="ab db ne bh nf ng nh ni"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/ai-advances?source=topic_portal---recommended_stories---ollama---1-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------" rel="noopener follow"><div class="hn ab"><img alt="AI Advances" class="na np no cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*R8zEd59FDf0l8Re94ImV0Q.png" width="20" height="20" loading="lazy"/><div class="na l no np hw n hv hx"></div></div></a></div></div></div><div class="pt l"><p class="bf b ga z fz">In</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nq ab q" href="https://medium.com/ai-advances?source=topic_portal---recommended_stories---ollama---1-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------" rel="noopener follow"><p class="bf b ga z cm nr ns nt nu nv nw nx bk">AI Advances</p></a></div></div></div><div class="pu l"><p class="bf b ga z fz">by</p></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nq ab q" rel="noopener follow" href="/@kris-ograbek?source=topic_portal---recommended_stories---ollama---1-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><p class="bf b ga z cm nr ns nt nu nv nw nx bk">Kris Ograbek</p></a></div></div></div><div class="ny l nz oa ob oc od oe"><div class="of og oh oi oj ok ol om"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/ai-advances/run-llama-3-on-your-laptop-an-introduction-to-ollama-for-beginners-06ba8a110d12?source=topic_portal---recommended_stories---ollama---1-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div title=""><h2 class="bf on lp lq oo op lr ls lt oq or lu os jx ot ou ov ow ka ox oy oz pa kd pb pc pd cm ns nt nv nx bk">Run Llama 3 on your laptop: An introduction to Ollama for beginners.</h2></div><div class="pe l"><h3 class="bf b pf z cm pg ns nt ph nv nx fz">Running open-source LLMs has never been easier.</h3></div></a></div></div><span class="bf b ga z fz"><div class="pi ab pj ae"><div class="ab q pn"><div class="mf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Aug 14</span><div class="h k j i d"><div class="hn pk do ab q"><div class="hw pl pm ab q pn"><div class="ax do du l cv"></div></div><a class="hw ji pm ab q pn" tabindex="-1" rel="noopener follow" href="/ai-advances/run-llama-3-on-your-laptop-an-introduction-to-ollama-for-beginners-06ba8a110d12?source=topic_portal---recommended_stories---ollama---1-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div><div class="ab" aria-hidden="false"><div class="ab q pv"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>6</span></div></div></div></a></div></div></div><div class="ab q po pp"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" 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class=""><div class="mf l"><div class="bh gb"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/towards-artificial-intelligence/building-multi-agent-ai-systems-from-scratch-openai-vs-ollama-8ec0dae98639" tabindex="0"><div class="bh nf ng nh ni"><div class="ab"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/towards-artificial-intelligence?source=topic_portal---recommended_stories---ollama---2-85--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------" rel="noopener follow"><div class="hn ab"><img alt="Towards AI" class="na np no cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*JyIThO-cLjlChQLb6kSlVQ.png" width="20" height="20" loading="lazy"/><div class="na l no np hw n hv hx"></div></div></a></div></div></div><div class="pt l"><p class="bf b ga z fz">In</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nq ab q" href="https://medium.com/towards-artificial-intelligence?source=topic_portal---recommended_stories---ollama---2-85--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------" rel="noopener follow"><p class="bf b ga z cm nr ns nt nu nv nw nx bk">Towards AI</p></a></div></div></div><div class="pu l"><p class="bf b ga z fz">by</p></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nq ab q" rel="noopener follow" href="/@isurulkh?source=topic_portal---recommended_stories---ollama---2-85--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><p class="bf b ga z cm nr ns nt nu nv nw nx bk">Isuru Lakshan Ekanayaka</p></a></div></div></div></div><div class="ab"><div class="l pw oe"><div class="of og oh oi oj ok ol om px py"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/towards-artificial-intelligence/building-multi-agent-ai-systems-from-scratch-openai-vs-ollama-8ec0dae98639?source=topic_portal---recommended_stories---ollama---2-85--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><h2 class="bf on lp lq pz qa lr ls lt qb qc lu os jx qd qe ov ow ka qf qg oz pa kd qh qi pd cm ns nt nv nx bk">Building Multi-Agent AI Systems From Scratch: OpenAI vs. Ollama</h2><div class="pe"><h3 class="bf b pf z cm pg ns nt ph nv nx fz">In the dynamic realm of artificial intelligence, multi-agent systems have emerged as a transformative approach for addressing complex tasks…</h3></div></a></div><div class="h k j i d"><div class="qj qk ql qm qn qo qp qq qr qs l"><span class="bf b ga z fz"><div class="pi ab pj ae"><div class="ab q pn"><div class="mf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div>6d ago<div class="h k j i d"><div class="hn pk do ab q"><div class="hw pl pm ab q pn"><div class="ax do du l cv"></div></div><a class="hw ji pm ab q pn" tabindex="-1" rel="noopener follow" href="/towards-artificial-intelligence/building-multi-agent-ai-systems-from-scratch-openai-vs-ollama-8ec0dae98639?source=topic_portal---recommended_stories---ollama---2-85--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div><div class="ab" aria-hidden="false"><div class="ab q pv"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q po pp"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F8ec0dae98639&operation=register&redirect=https%3A%2F%2Fpub.towardsai.net%2Fbuilding-multi-agent-ai-systems-from-scratch-openai-vs-ollama-8ec0dae98639&source=---recommended_stories---ollama---2-85----------------bookmark_preview----0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz pq pr" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="qt qu qv qw qx l"><div aria-label="Building Multi-Agent AI Systems From Scratch: OpenAI vs. Ollama"><div class=""><img alt="Building Multi-Agent AI Systems From Scratch: OpenAI vs. Ollama" class="bx na" src="https://miro.medium.com/v2/resize:fill:160:106/format:webp/0*0YiHfsf_hWAQ9Kw8.png" width="80" height="53" loading="lazy"/></div></div></div></div><div class="qy"><span class="bf b ga z fz"><div class="pi ab pj ae"><div class="ab q pn"><div class="mf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only 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class=""><div class="mf l"><div class="bh gb"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/@devon.trepp/prompt-with-a-locally-hosted-model-within-excel-individual-cells-8f92caf6c89a" tabindex="0"><div class="bh nf ng nh ni"><div class="ab"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a tabindex="-1" rel="noopener follow" href="/@devon.trepp?source=topic_portal---recommended_stories---ollama---3-84--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div class="l hn"><img alt="Devon Trepp" class="l hh by no np cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*80xmxYSpHhfsL4ElaHYxnA.jpeg" width="20" height="20" loading="lazy"/><div class="hv by l no np hw n ay hx"></div></div></a></div></div></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nq ab q" rel="noopener follow" href="/@devon.trepp?source=topic_portal---recommended_stories---ollama---3-84--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><p class="bf b ga z cm nr ns nt nu nv nw nx bk">Devon Trepp</p></a></div></div></div></div><div class="ab"><div class="l pw oe"><div class="of og oh oi oj ok ol om px py"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/@devon.trepp/prompt-with-a-locally-hosted-model-within-excel-individual-cells-8f92caf6c89a?source=topic_portal---recommended_stories---ollama---3-84--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><h2 class="bf on lp lq pz qa lr ls lt qb qc lu os jx qd qe ov ow ka qf qg oz pa kd qh qi pd cm ns nt nv nx bk">Prompt with a Locally Hosted Model within Excel Individual Cells</h2><div class="pe"><h3 class="bf b pf z cm pg ns nt ph nv nx fz">I’ve seen a lot of people prompting an entire .csv or .xlsx file but less people actually implementing prompting within excel.</h3></div></a></div><div class="h k j i d"><div class="qj qk ql qm qn qo qp qq qr qs l"><span class="bf b ga z fz"><div class="pi ab pj ae"><div class="ab q pn">21h ago<div class="h k j i d"><div class="hn pk do ab q"><div class="hw pl pm ab q pn"><div class="ax do du l cv"></div></div><a class="hw ji pm ab q pn" tabindex="-1" rel="noopener follow" href="/@devon.trepp/prompt-with-a-locally-hosted-model-within-excel-individual-cells-8f92caf6c89a?source=topic_portal---recommended_stories---ollama---3-84--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"></a></div></div></div><div class="ab q po pp"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F8f92caf6c89a&operation=register&redirect=https%3A%2F%2Fmedium.com%2F%40devon.trepp%2Fprompt-with-a-locally-hosted-model-within-excel-individual-cells-8f92caf6c89a&source=---recommended_stories---ollama---3-84----------------bookmark_preview----0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz pq pr" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="qt qu qv qw qx l"><div aria-label="Prompt with a Locally Hosted Model within Excel Individual Cells"><div class=""><img alt="Prompt with a Locally Hosted Model within Excel Individual Cells" class="bx na" src="https://miro.medium.com/v2/da:true/resize:fill:160:106/format:webp/0*MC5e6rrr1NHG5DnI" width="80" height="53" loading="lazy"/></div></div></div></div><div class="qy"><span class="bf b ga z fz"><div class="pi ab pj ae"><div class="ab q pn">21h ago<div class="h k j i d"><div class="hn pk do ab q"><div class="hw pl pm ab q pn"><div class="ax do du l cv"></div></div><a class="hw ji pm ab q pn" tabindex="-1" rel="noopener follow" href="/@devon.trepp/prompt-with-a-locally-hosted-model-within-excel-individual-cells-8f92caf6c89a?source=topic_portal---recommended_stories---ollama---3-84--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"></a></div></div></div><div class="ab q po pp"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F8f92caf6c89a&operation=register&redirect=https%3A%2F%2Fmedium.com%2F%40devon.trepp%2Fprompt-with-a-locally-hosted-model-within-excel-individual-cells-8f92caf6c89a&source=---recommended_stories---ollama---3-84----------------bookmark_preview----0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz pq pr" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="lj bh r qz ra rb rc rd"></div></div></div></div></div></article></div><div class="ps l"><article class=""><div class="mf l"><div class="bh gb"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/ai-advances/4-key-steps-to-creating-advanced-ai-agents-129c5bd9139b" tabindex="0"><div class="bh nf ng nh ni"><div class="ab"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/ai-advances?source=topic_portal---recommended_stories---ollama---4-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------" rel="noopener follow"><div class="hn ab"><img alt="AI Advances" class="na np no cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*R8zEd59FDf0l8Re94ImV0Q.png" width="20" height="20" loading="lazy"/><div class="na l no np hw n hv hx"></div></div></a></div></div></div><div class="pt l"><p class="bf b ga z fz">In</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nq ab q" href="https://medium.com/ai-advances?source=topic_portal---recommended_stories---ollama---4-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------" rel="noopener follow"><p class="bf b ga z cm nr ns nt nu nv nw nx bk">AI Advances</p></a></div></div></div><div class="pu l"><p class="bf b ga z fz">by</p></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nq ab q" rel="noopener follow" href="/@cgrodrigues?source=topic_portal---recommended_stories---ollama---4-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><p class="bf b ga z cm nr ns nt nu nv nw nx bk">Carlos Jose Garces Rodrigues</p></a></div></div></div></div><div class="ab"><div class="l pw oe"><div class="of og oh oi oj ok ol om px py"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/ai-advances/4-key-steps-to-creating-advanced-ai-agents-129c5bd9139b?source=topic_portal---recommended_stories---ollama---4-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><h2 class="bf on lp lq pz qa lr ls lt qb qc lu os jx qd qe ov ow ka qf qg oz pa kd qh qi pd cm ns nt nv nx bk">4 Key Steps to Creating Advanced AI Agents</h2><div class="pe"><h3 class="bf b pf z cm pg ns nt ph nv nx fz">A Practical Guide Using LangChain</h3></div></a></div><div class="h k j i d"><div class="qj qk ql qm qn qo qp qq qr qs l"><span class="bf b ga z fz"><div class="pi ab pj ae"><div class="ab q pn"><div class="mf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Jun 29</span><div class="h k j i d"><div class="hn pk do ab q"><div class="hw pl pm ab q pn"><div class="ax do du l cv"></div></div><a class="hw ji pm ab q pn" tabindex="-1" rel="noopener follow" href="/ai-advances/4-key-steps-to-creating-advanced-ai-agents-129c5bd9139b?source=topic_portal---recommended_stories---ollama---4-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div><div class="ab" aria-hidden="false"><div class="ab q pv"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>3</span></div></div></div></a></div></div></div><div class="ab q po pp"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F129c5bd9139b&operation=register&redirect=https%3A%2F%2Fai.gopubby.com%2F4-key-steps-to-creating-advanced-ai-agents-129c5bd9139b&source=---recommended_stories---ollama---4-107----------------bookmark_preview----0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz pq pr" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="qt qu qv qw qx l"><div aria-label="4 Key Steps to Creating Advanced AI Agents"><div class=""><img alt="4 Key Steps to Creating Advanced AI Agents" class="bx na" src="https://miro.medium.com/v2/da:true/resize:fill:160:106/format:webp/0*LpY00Ew-G6SbMWJC" width="80" height="53" loading="lazy"/></div></div></div></div><div class="qy"><span class="bf b ga z fz"><div class="pi ab pj ae"><div class="ab q pn"><div class="mf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Jun 29</span><div class="h k j i d"><div class="hn pk do ab q"><div class="hw pl pm ab q pn"><div class="ax do du l cv"></div></div><a class="hw ji pm ab q pn" tabindex="-1" rel="noopener follow" href="/ai-advances/4-key-steps-to-creating-advanced-ai-agents-129c5bd9139b?source=topic_portal---recommended_stories---ollama---4-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div><div class="ab" aria-hidden="false"><div class="ab q pv"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>3</span></div></div></div></a></div></div></div><div class="ab q po pp"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F129c5bd9139b&operation=register&redirect=https%3A%2F%2Fai.gopubby.com%2F4-key-steps-to-creating-advanced-ai-agents-129c5bd9139b&source=---recommended_stories---ollama---4-107----------------bookmark_preview----0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz pq pr" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="lj bh r qz ra rb rc rd"></div></div></div></div></div></article></div></div></div><div class="h k"><div class="mg re rf rg rh ri rj rk"><div class="rl"><article class="gb"><div class="gb mf l"><div class="bh gb"><div class="gb l"><div class="hn gb mg mh mi mj mk ml mm mn mo rt mq ru ms" role="link" data-href="https://medium.com/@ivanfioravanti/qwen-2-5-coder-quantization-does-not-matter-aider-benchmarks-on-apple-mlx-671e6bd5252a" tabindex="0"><div class="mt"><div aria-label="Qwen 2.5 Coder: quantization does not matter — Aider benchmarks on Apple MLX"><div class="mv mw mx i d"><img alt="Qwen 2.5 Coder: quantization does not matter — Aider benchmarks on Apple MLX" class="bh na rv rw rx ry rz nc nd bx" src="https://miro.medium.com/v2/resize:fit:1144/format:webp/1*AWxgC06ilz_3le4XCuhWzA.png" loading="eager"/></div><div class="h k j my mz"><img alt="Qwen 2.5 Coder: quantization does not matter — Aider benchmarks on Apple MLX" class="bh na rv rw rx ry rz nc nd bx" src="https://miro.medium.com/v2/resize:fit:1144/format:webp/1*AWxgC06ilz_3le4XCuhWzA.png" loading="eager"/></div></div></div><div class="mu ab cc db"><div class="ab db ne bh nf ng nh ni"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a tabindex="-1" rel="noopener follow" href="/@ivanfioravanti?source=topic_portal---recommended_stories---ollama---0-84--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div class="l hn"><img alt="Ivan Fioravanti" class="l hh by no np cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*2cNlfJKLc_XEkxWJ5Whwmg.jpeg" width="20" height="20" loading="lazy"/><div class="hv by l no np hw n ay hx"></div></div></a></div></div></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nq ab q" rel="noopener follow" href="/@ivanfioravanti?source=topic_portal---recommended_stories---ollama---0-84--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><p class="bf b ga z cm nr ns nt nu nv nw nx bk">Ivan Fioravanti</p></a></div></div></div><div class="ny l nz oa ob oc od oe"><div class="of og oh oi oj ok ol om"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/@ivanfioravanti/qwen-2-5-coder-quantization-does-not-matter-aider-benchmarks-on-apple-mlx-671e6bd5252a?source=topic_portal---recommended_stories---ollama---0-84--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div title="Qwen 2.5 Coder: quantization does not matter — Aider benchmarks on Apple MLX"><h2 class="bf on lp lq oo op lr ls lt oq or lu os jx ot ou ov ly lz sa oy ma mb mc sb pc md cm ns nt nv nx bk">Qwen 2.5 Coder: quantization does not matter — Aider benchmarks on Apple MLX</h2></div><div class="pe l"><h3 class="bf b pf z cm pg ns nt ph nv nx fz">If you can’t read this article because of the firewall, go here</h3></div></a></div></div><span class="bf b ga z fz"><div class="pi ab pj ae"><div class="ab q pn"><div class="mf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div>18h ago<div class="h k j i d"><div class="hn pk do ab q"><div class="hw pl pm ab q pn"><div class="ax do du l cv"></div></div><a class="hw ji pm ab q pn" tabindex="-1" rel="noopener follow" href="/@ivanfioravanti/qwen-2-5-coder-quantization-does-not-matter-aider-benchmarks-on-apple-mlx-671e6bd5252a?source=topic_portal---recommended_stories---ollama---0-84--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"></a></div></div></div><div class="ab q po pp"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F671e6bd5252a&operation=register&redirect=https%3A%2F%2Fmedium.com%2F%40ivanfioravanti%2Fqwen-2-5-coder-quantization-does-not-matter-aider-benchmarks-on-apple-mlx-671e6bd5252a&source=---recommended_stories---ollama---0-84----------------bookmark_preview----0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><svg xmlns="http://www.w3.org/2000/svg" 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class="mv mw mx i d"><img alt="Run Llama 3 on your laptop: An introduction to Ollama for beginners." class="bh na rv rw rx ry rz nc nd bx" src="https://miro.medium.com/v2/resize:fit:1144/format:webp/1*NBfVTMv9jrsNLNkMAG3Lew.png" loading="eager"/></div><div class="h k j my mz"><img alt="Run Llama 3 on your laptop: An introduction to Ollama for beginners." class="bh na rv rw rx ry rz nc nd bx" src="https://miro.medium.com/v2/resize:fit:1144/format:webp/1*NBfVTMv9jrsNLNkMAG3Lew.png" loading="eager"/></div></div></div><div class="mu ab cc db"><div class="ab db ne bh nf ng nh ni"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/ai-advances?source=topic_portal---recommended_stories---ollama---1-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------" rel="noopener follow"><div class="hn ab"><img alt="AI Advances" class="na np no cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*R8zEd59FDf0l8Re94ImV0Q.png" 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oh oi oj ok ol om"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/ai-advances/run-llama-3-on-your-laptop-an-introduction-to-ollama-for-beginners-06ba8a110d12?source=topic_portal---recommended_stories---ollama---1-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div title=""><h2 class="bf on lp lq oo op lr ls lt oq or lu os jx ot ou ov ly lz sa oy ma mb mc sb pc md cm ns nt nv nx bk">Run Llama 3 on your laptop: An introduction to Ollama for beginners.</h2></div><div class="pe l"><h3 class="bf b pf z cm pg ns nt ph nv nx fz">Running open-source LLMs has never been easier.</h3></div></a></div></div><span class="bf b ga z fz"><div class="pi ab pj ae"><div class="ab q pn"><div class="mf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 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vs. Ollama" class="bh na rv rw rx sc sd nc nd bx" src="https://miro.medium.com/v2/resize:fit:730/format:webp/0*0YiHfsf_hWAQ9Kw8.png" loading="lazy"/></div></div></div><div class="mu ab cc db"><div class="ab db ne bh nf ng nh ni"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/towards-artificial-intelligence?source=topic_portal---recommended_stories---ollama---2-85--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------" rel="noopener follow"><div class="hn ab"><img alt="Towards AI" class="na np no cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*JyIThO-cLjlChQLb6kSlVQ.png" width="20" height="20" loading="lazy"/><div class="na l no np hw n hv hx"></div></div></a></div></div></div><div class="pt l"><p class="bf b ga z fz">In</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nq ab q" href="https://medium.com/towards-artificial-intelligence?source=topic_portal---recommended_stories---ollama---2-85--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------" rel="noopener follow"><p class="bf b ga z cm nr ns nt nu nv nw nx bk">Towards AI</p></a></div></div></div><div class="pu l"><p class="bf b ga z fz">by</p></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nq ab q" rel="noopener follow" href="/@isurulkh?source=topic_portal---recommended_stories---ollama---2-85--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><p class="bf b ga z cm nr ns nt nu nv nw nx bk">Isuru Lakshan Ekanayaka</p></a></div></div></div><div class="ny l nz oa ob oc od oe"><div class="of og oh oi oj ok ol om"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/towards-artificial-intelligence/building-multi-agent-ai-systems-from-scratch-openai-vs-ollama-8ec0dae98639?source=topic_portal---recommended_stories---ollama---2-85--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div title=""><h2 class="bf on lp lq oo op lr ls lt oq or lu os jx ot ou ov ow ka ox oy oz pa kd pb pc pd cm ns nt nv nx bk">Building Multi-Agent AI Systems From Scratch: OpenAI vs. Ollama</h2></div><div class="pe l"><h3 class="bf b pf z cm pg ns nt ph nv nx fz">In the dynamic realm of artificial intelligence, multi-agent systems have emerged as a transformative approach for addressing complex tasks…</h3></div></a></div></div><span class="bf b ga z fz"><div class="pi ab pj ae"><div class="ab q pn"><div class="mf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div>6d ago<div class="h k j i d"><div class="hn pk do ab q"><div class="hw pl pm ab q pn"><div class="ax do du l cv"></div></div><a class="hw ji pm ab q pn" tabindex="-1" rel="noopener follow" href="/towards-artificial-intelligence/building-multi-agent-ai-systems-from-scratch-openai-vs-ollama-8ec0dae98639?source=topic_portal---recommended_stories---ollama---2-85--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div><div class="ab" aria-hidden="false"><div class="ab q pv"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q po pp"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F8ec0dae98639&operation=register&redirect=https%3A%2F%2Fpub.towardsai.net%2Fbuilding-multi-agent-ai-systems-from-scratch-openai-vs-ollama-8ec0dae98639&source=---recommended_stories---ollama---2-85----------------bookmark_preview----0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz pq pr" aria-label="Add to list 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href="/@devon.trepp?source=topic_portal---recommended_stories---ollama---3-84--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><p class="bf b ga z cm nr ns nt nu nv nw nx bk">Devon Trepp</p></a></div></div></div><div class="ny l nz oa ob oc od oe"><div class="of og oh oi oj ok ol om"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/@devon.trepp/prompt-with-a-locally-hosted-model-within-excel-individual-cells-8f92caf6c89a?source=topic_portal---recommended_stories---ollama---3-84--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div title=""><h2 class="bf on lp lq oo op lr ls lt oq or lu os jx ot ou ov ow ka ox oy oz pa kd pb pc pd cm ns nt nv nx bk">Prompt with a Locally Hosted Model within Excel Individual Cells</h2></div><div class="pe l"><h3 class="bf b pf z cm pg ns nt ph nv nx fz">I’ve seen a lot of people prompting an entire .csv or .xlsx file but less people actually implementing prompting within excel.</h3></div></a></div></div><span class="bf b ga z fz"><div class="pi ab pj ae"><div class="ab q pn">21h ago<div class="h k j i d"><div class="hn pk do ab q"><div class="hw pl pm ab q pn"><div class="ax do du l cv"></div></div><a class="hw ji pm ab q pn" tabindex="-1" rel="noopener follow" href="/@devon.trepp/prompt-with-a-locally-hosted-model-within-excel-individual-cells-8f92caf6c89a?source=topic_portal---recommended_stories---ollama---3-84--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"></a></div></div></div><div class="ab q po pp"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" 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class="rp"><article class="gb"><div class="gb mf l"><div class="bh gb"><div class="gb l"><div class="hn gb mg mh mi mj mk ml mm mn mo mp mq mr ms" role="link" data-href="https://medium.com/ai-advances/4-key-steps-to-creating-advanced-ai-agents-129c5bd9139b" tabindex="0"><div class="mt"><div aria-label="4 Key Steps to Creating Advanced AI Agents"><div class="mv mw mx my mz"><img alt="4 Key Steps to Creating Advanced AI Agents" class="bh na rv rw rx sc sd nc nd bx" src="https://miro.medium.com/v2/resize:fit:730/format:webp/0*LpY00Ew-G6SbMWJC" loading="lazy"/></div></div></div><div class="mu ab cc db"><div class="ab db ne bh nf ng nh ni"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/ai-advances?source=topic_portal---recommended_stories---ollama---4-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------" rel="noopener follow"><div class="hn ab"><img alt="AI Advances" class="na np no cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*R8zEd59FDf0l8Re94ImV0Q.png" width="20" height="20" loading="lazy"/><div class="na l no np hw n hv hx"></div></div></a></div></div></div><div class="pt l"><p class="bf b ga z fz">In</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nq ab q" href="https://medium.com/ai-advances?source=topic_portal---recommended_stories---ollama---4-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------" rel="noopener follow"><p class="bf b ga z cm nr ns nt nu nv nw nx bk">AI Advances</p></a></div></div></div><div class="pu l"><p class="bf b ga z fz">by</p></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nq ab q" rel="noopener follow" href="/@cgrodrigues?source=topic_portal---recommended_stories---ollama---4-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><p class="bf b ga z cm nr ns nt nu nv nw nx bk">Carlos Jose Garces Rodrigues</p></a></div></div></div><div class="ny l nz oa ob oc od oe"><div class="of og oh oi oj ok ol om"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/ai-advances/4-key-steps-to-creating-advanced-ai-agents-129c5bd9139b?source=topic_portal---recommended_stories---ollama---4-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div title=""><h2 class="bf on lp lq oo op lr ls lt oq or lu os jx ot ou ov ow ka ox oy oz pa kd pb pc pd cm ns nt nv nx bk">4 Key Steps to Creating Advanced AI Agents</h2></div><div class="pe l"><h3 class="bf b pf z cm pg ns nt ph nv nx fz">A Practical Guide Using LangChain</h3></div></a></div></div><span class="bf b ga z fz"><div class="pi ab pj ae"><div class="ab q pn"><div class="mf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Jun 29</span><div class="h k j i d"><div class="hn pk do ab q"><div class="hw pl pm ab q pn"><div class="ax do du l cv"></div></div><a class="hw ji pm ab q pn" tabindex="-1" rel="noopener follow" href="/ai-advances/4-key-steps-to-creating-advanced-ai-agents-129c5bd9139b?source=topic_portal---recommended_stories---ollama---4-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div><div class="ab" aria-hidden="false"><div class="ab q pv"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>3</span></div></div></div></a></div></div></div><div class="ab q po pp"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F129c5bd9139b&operation=register&redirect=https%3A%2F%2Fai.gopubby.com%2F4-key-steps-to-creating-advanced-ai-agents-129c5bd9139b&source=---recommended_stories---ollama---4-107----------------bookmark_preview----0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz pq pr" aria-label="Add to list bookmark 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nc nd bx" src="https://miro.medium.com/v2/resize:fit:730/format:webp/0*P0mtaLtlcs42hM7j.png" loading="lazy"/></div></div></div><div class="mu ab cc db"><div class="ab db ne bh nf ng nh ni"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a tabindex="-1" rel="noopener follow" href="/@sebastian-petrus?source=topic_portal---recommended_stories---ollama---5-85--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div class="l hn"><img alt="Sebastian Petrus" class="l hh by no np cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*jRkLFadAFjkcyEN5bCnVZA.png" width="20" height="20" loading="lazy"/><div class="hv by l no np hw n ay hx"></div></div></a></div></div></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nq ab q" rel="noopener follow" href="/@sebastian-petrus?source=topic_portal---recommended_stories---ollama---5-85--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><p class="bf b ga z cm nr ns nt nu nv nw nx bk">Sebastian Petrus</p></a></div></div></div><div class="ny l nz oa ob oc od oe"><div class="of og oh oi oj ok ol om"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/@sebastian-petrus/build-a-local-ollama-ocr-application-using-llama-3-2-vision-bfc3014e3ad6?source=topic_portal---recommended_stories---ollama---5-85--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div title=""><h2 class="bf on lp lq oo op lr ls lt oq or lu os jx ot ou ov ow ka ox oy oz pa kd pb pc pd cm ns nt nv nx bk">Build a Local Ollama OCR Application Using Llama 3.2-Vision</h2></div><div class="pe l"><h3 class="bf b pf z cm pg ns nt ph nv nx fz">Optical Character Recognition (OCR) has become an essential tool for digitizing printed text and extracting information from images. With…</h3></div></a></div></div><span class="bf b ga z fz"><div class="pi ab pj ae"><div class="ab q pn">4d ago<div class="h k j i d"><div class="hn pk do ab q"><div class="hw pl pm ab q pn"><div class="ax do du l cv"></div></div><a class="hw ji pm ab q pn" tabindex="-1" rel="noopener follow" href="/@sebastian-petrus/build-a-local-ollama-ocr-application-using-llama-3-2-vision-bfc3014e3ad6?source=topic_portal---recommended_stories---ollama---5-85--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div><div class="ab" aria-hidden="false"><div class="ab q pv"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q po pp"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fbfc3014e3ad6&operation=register&redirect=https%3A%2F%2Fsebastian-petrus.medium.com%2Fbuild-a-local-ollama-ocr-application-using-llama-3-2-vision-bfc3014e3ad6&source=---recommended_stories---ollama---5-85----------------bookmark_preview----0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz pq pr" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span><div class="h k j i d"><div class="lj bh r me"></div></div></div></div></div></div></div></div></article></div><div class="rr"><article class="gb"><div class="gb mf l"><div class="bh gb"><div class="gb l"><div class="hn gb mg mh mi mj mk ml mm mn mo mp mq mr ms" role="link" data-href="https://medium.com/@iamshobhitagarwal/exploring-the-capabilities-of-the-ollama-llama-3-2-vision-11b-model-8c68e3ec9001" tabindex="0"><div class="mt"><div aria-label="Exploring the Capabilities of the Ollama LLaMA 3.2 Vision 11B Model"><div class="mv mw mx my mz"><img alt="Exploring the Capabilities of the Ollama LLaMA 3.2 Vision 11B Model" class="bh na rv rw rx sc sd nc nd bx" src="https://miro.medium.com/v2/resize:fit:730/format:webp/1*emYpzEuOUYgO1ehH9fGDuQ.png" loading="lazy"/></div></div></div><div class="mu ab cc db"><div class="ab db ne bh nf ng nh ni"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a tabindex="-1" rel="noopener follow" href="/@iamshobhitagarwal?source=topic_portal---recommended_stories---ollama---6-84--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div class="l hn"><img alt="Shobhit Agarwal" class="l hh by no np cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*F29Ys3K-uDIu8n857yNt_g.jpeg" width="20" height="20" loading="lazy"/><div class="hv by l no np hw n ay hx"></div></div></a></div></div></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nq ab q" rel="noopener follow" href="/@iamshobhitagarwal?source=topic_portal---recommended_stories---ollama---6-84--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><p class="bf b ga z cm nr ns nt nu nv nw nx bk">Shobhit Agarwal</p></a></div></div></div><div class="ny l nz oa ob oc od oe"><div class="of og oh oi oj ok ol om"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/@iamshobhitagarwal/exploring-the-capabilities-of-the-ollama-llama-3-2-vision-11b-model-8c68e3ec9001?source=topic_portal---recommended_stories---ollama---6-84--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div title=""><h2 class="bf on lp lq oo op lr ls lt oq or lu os jx ot ou ov ow ka ox oy oz pa kd pb pc pd cm ns nt nv nx bk">Exploring the Capabilities of the Ollama LLaMA 3.2 Vision 11B Model</h2></div><div class="pe l"><h3 class="bf b pf z cm pg ns nt ph nv nx fz">The LLaMA 3.2 Vision 11B model, part of Meta’s LLaMA series, has emerged as a lightweight yet versatile tool for vision-based AI tasks…</h3></div></a></div></div><span class="bf b ga z fz"><div class="pi ab pj ae"><div class="ab q pn"><div class="mf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div>2h ago<div class="h k j i d"><div class="hn pk do ab q"><div class="hw pl pm ab q pn"><div class="ax do du l cv"></div></div><a class="hw ji pm ab q pn" tabindex="-1" rel="noopener follow" href="/@iamshobhitagarwal/exploring-the-capabilities-of-the-ollama-llama-3-2-vision-11b-model-8c68e3ec9001?source=topic_portal---recommended_stories---ollama---6-84--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"></a></div></div></div><div class="ab q po pp"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F8c68e3ec9001&operation=register&redirect=https%3A%2F%2Fiamshobhitagarwal.medium.com%2Fexploring-the-capabilities-of-the-ollama-llama-3-2-vision-11b-model-8c68e3ec9001&source=---recommended_stories---ollama---6-84----------------bookmark_preview----0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz pq pr" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span><div class="h k j i d"><div class="lj bh r me"></div></div></div></div></div></div></div></div></article></div><div class="rs"><article class="gb"><div class="gb mf l"><div class="bh gb"><div class="gb l"><div class="hn gb mg mh mi mj mk ml mm mn mo mp mq mr ms" role="link" data-href="https://medium.com/ai-advances/improve-your-ai-assistants-with-retrieval-augmented-generation-rag-129f5b4480d2" tabindex="0"><div class="mt"><div aria-label="Improve Your AI Assistants with Retrieval-Augmented Generation (RAG)"><div class="mv mw mx my mz"><img alt="Improve Your AI Assistants with Retrieval-Augmented Generation (RAG)" class="bh na rv rw rx sc sd nc nd bx" src="https://miro.medium.com/v2/resize:fit:730/format:webp/0*MOjL0E1tpEgd73n5" loading="lazy"/></div></div></div><div class="mu ab cc db"><div class="ab db ne bh nf ng nh ni"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/ai-advances?source=topic_portal---recommended_stories---ollama---7-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------" rel="noopener follow"><div class="hn ab"><img alt="AI Advances" class="na np no cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*R8zEd59FDf0l8Re94ImV0Q.png" width="20" height="20" loading="lazy"/><div class="na l no np hw n hv hx"></div></div></a></div></div></div><div class="pt l"><p class="bf b ga z fz">In</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nq ab q" href="https://medium.com/ai-advances?source=topic_portal---recommended_stories---ollama---7-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------" rel="noopener follow"><p class="bf b ga z cm nr ns nt nu nv nw nx bk">AI Advances</p></a></div></div></div><div class="pu l"><p class="bf b ga z fz">by</p></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nq ab q" rel="noopener follow" href="/@cgrodrigues?source=topic_portal---recommended_stories---ollama---7-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><p class="bf b ga z cm nr ns nt nu nv nw nx bk">Carlos Jose Garces Rodrigues</p></a></div></div></div><div class="ny l nz oa ob oc od oe"><div class="of og oh oi oj ok ol om"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/ai-advances/improve-your-ai-assistants-with-retrieval-augmented-generation-rag-129f5b4480d2?source=topic_portal---recommended_stories---ollama---7-107--------------------0f77dd2e_e3b4_4aee_8ca6_2da296a913c1-------"><div title=""><h2 class="bf on lp lq oo op lr ls lt oq or lu os jx ot ou ov ow ka ox oy oz pa kd pb pc pd cm ns nt nv nx bk">Improve Your AI Assistants with Retrieval-Augmented Generation (RAG)</h2></div><div class="pe l"><h3 class="bf b pf z cm pg ns nt ph nv nx fz">A Guide to Implementing RAG with LLaMA 3 in Your Infrastructure</h3></div></a></div></div><span class="bf b ga z fz"><div class="pi ab pj ae"><div class="ab q pn"><div class="mf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Jun 15</span><div class="h k j i d"><div class="hn pk do ab q"><div class="hw pl pm ab q pn"><div class="ax do du l cv"></div></div><a class="hw ji pm ab q pn" tabindex="-1" rel="noopener follow" 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