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Greetings, the Java Advocacy team for Azure and the Java Program Managers at Microsoft 💜
I followed the tutorial step by step and it all works fine. Until I try a 'mvn compile' that complains about target below 8... It is a shame that a pom file generated by Maven itself has some issues from the start.
Is it already possible to build multi-agent applications in Spring AI like Langchain Multi-Agents, DSPy or Autogen? Are there any good examples out there?
The short answer is no, not yet. The longer answer: It's technically possible, but at ths point in time only insofar as you create a lot of the constructs+mechanisms for agent interaction/integration yourself. Not speaking for the Spring AI team here, but the general path of evolution for Spring projects is to start with a kernel of utility/abstraction and build out from there. It's still very early days for Spring AI (and for AI in general of course, but even more so for Java+AI of any flavor) so I suspect there will be constructs at some point that fall within or adjacent to the Spring AI project. For reference, consider Spring Cloud from a few years back: it built upon and around Spring Boot apps to provide what I like to refer to as cloud scaffolding, enabling Boot apps to work seamlessly *together*. I suspect this will be the natural evolution in this case as well. Again, no insider knowledge, just an eye for where the ball is going. I think. YMMV. :)
@@MarkHeckler Thanks for the very detailed answer. And yes, I know it's possible to exactly start as you described and I also assume that it will be matter of time until Sping AI offers a set of more mature tools for agents. Many enterprises are currently focused on reducing workforce, so they will test it as soon as possible when it's available but it's also clear that Spring AI needs some time for newer tools and the Python related AI stuff will always be some months ahead. Anyway, I have my eyes on it because it will affect my job for sure, as an employee and as a developer 🙂
It is clear that the financial and economic forces of the world, especially monopolistic ones, no longer find a solution and a way out to worsen the crisis of the global economy and its approach to collapse after the era of the control of that economic fascism that called itself neoliberal to deceive everyone at the hands of thugs such as Friedman and the Chicago School hired by the forces of money to escape the headband to savage them away from the controls and the only solution in front of them is the old solution Igniting war and wars to restructure and take off the global economy and export its crisis to a war whose fuel goes to humans instead of revolution Them BRICS' great opportunity to change humanity for social justice and eliminate monopoly and imperialist exploitation of the dollar and its gang, especially India, China and Latin America, lies in the largest labor energy in the world, which will attract others and will be accepted, welcomed and loved by all societies of the world, including the West and America, with a completely new and modern proposal away from paper and electronic money The chance of China, BRICS and its members is impossible with the idea of the entire monetary union or even in the idea of cash they will inevitably be the loser Their chance lies in the largest labor energy in the world which will attract others and will be accepted and welcomed and loved by all societies of the world including the West and America India, China and Latin America, with their population size and the immensity of Russia's resources, and other members will open up prospects for them with something else that will change the economy and the world forever. The biggest benefit of AI capabilities is not war but economics by digitally calculating the value of work as a medium of exchange placed in the balance of the value maker instead of digital currency and real currency In my opinion we need to get rid of the idea of criticism Always diabolical dualism with criticism in general as a means of regulating exchange, inflation and overcrowding, it is always clear that a reasonable degree of socio-economic justice has become everyone's conviction that it is impossible, socialism has failed to solve it, taxes have failed to solve it, unions have failed, neoliberal economics have failed to obtain it, and we say a reasonable degree, at least, as did Keynes and the undisciplined money ogres who manipulate the authorities, law-making, tax haven paradises, fraud....... They have become overlapping states, so here I come back and ask my question, does it carry the prospects of the solution to return to value, not cash and securities? The greatest benefit to the capabilities of artificial intelligence is not war but economics by calculating the value of work digitally as a medium of exchange placed in the balance of the value maker instead of digital currency and real currency This is an opportunity, perhaps, for the powers that want to get rid of the dollar, such as China, Russia, and even Europe, or for promising emerging powers such as India, or technologically advanced powers such as Taiwan, Japan, or South Korea, and I focus on India first and then China, because it is their invaluable opportunity. Unless America precedes everyone and does this trick, and it is the strongest of all, depending on the degree of its pragmatism, the loss of the SWIFT system and the dominance of the dollar is a very difficult step The best way to get rid of the curse of currencies, including the dollar, disasters, collapses, the monopoly of financial ghouls, crises and wars Scientific and technical development in general opens up horizons that did not exist in areas that no one has touched on before, it develops work and elevates it My humble opinion is that the economic system and the mechanisms of its employment and directing this development and the speed of its response to it is the key I want to repeat my presentation under my main name on the site of civilized dialogue and its foundations The best benefit we can get through artificial intelligence To calculate the value through a single measurement, scientists know the value just like the units of measurement in the ISO system such as meters, joules, watts, pascals, volts, amperes, newtons, kilograms, bits..... And blockchain technology to manage its circulation and get rid of the concept of currency to get rid of the currency curse The idea of expressing value without currency proposed by Marx and Robert Owen Marx's idea was theoretical and mathematical, but Owen's idea was more practical with what he called units of measurement of work, but they had practical difficulty calculating it. I searched a lot for who studied value, and I came up with the idea of measuring value with a single measure that economists know, and we use artificial intelligence to calculate and manage it with blockchain technology used by electronic currency designers. This scientific aspect we owe to its creators, but of course we don't want it for digital currency because it is a new monopolistic tool that we want to share its value. I did not know that Marx and Owen had actually proposed the idea until after reading this by chance that this encourages us to lay a foundation from which to proceed, starting with the idea of this single criterion of the value of work for Owen and Marx, and then developing or modifying it according to the results of studies. Value in one way is a measured measured by neural networks and fuzzy logic in artificial intelligence through dynamic weighting and adjustment processes that can enter social values, the amount of need, the degree of interest, creativity, energy and effort....... Yes, we can calculate the value thanks to this technological development, unlike in the era of Marx and Owen. We can position it as a clearly defined tool. We call it, for example, WorkCoin or ValueCoin ..... And define it (a value that needs such and such work and energy with this degree of creativity, with this degree of benefit, with this degree of need, with this degree of social interest and demand for such and such with the possibility of such and such destruction or such and such damage............... Similar to the definition of any one measurement such as a calora (is the amount of energy that raises the temperature of a gram of pure water by one degree Celsius) The value calculated by a network of independent platforms managed by blockchain technology and calculated by ISO metrics and units of measurement is converted into a digital balance of these units for each individual or organization as well as any good, service or... They are measured by platform networks and value is placed in the same units and thus these goods and services can be provided and... For the individual or institution and the corresponding units are removed from the balance of the individual or institution that obtained the good or service or ... The basis for appreciating humanitarian action in a relatively acceptable approximation is the rankings of research and discovery degrees at award-giving institutions such as the Nobel Committee or prestigious scientific academies such as the Massasusetch Institute, Harvard, Cambridge... Educational institutions, as well as sports club institutions, are in-depth and have rich experience in evaluating the value of work and even military and intelligence institutions, regardless of opinion, but they have very rich evaluation experiences that can be used as a basis for us to launch. It has a great practical example, such as the application of Softcoin in America through the mobile, where it measures the energy exerted by the person, calculates it, and converts it into units or coins that are spent in return for dollars Of course, the last stage we do not want, we want these units, for example, it is the means of exchange, not the dollar, the euro, the pound, or.... This is applied even in electronic games about football and various sports, and even in other military and educational games...... From my article in the Modern Disscussion website in Arabic : الربط العضوي بين الديمقراطية الليبرالية بكل عظمتها مع فاشية اقتصادية متوحشة جشعة وشريرة منحطة وعديمة الأخلاق وهي الرأسمالية المتوحشة هو سبب أزمة الديمقراطية وعودة الديكتاتوريات والفاشيات الدينية والشعبوية The same Article in the Modern Disscussion website in english: The organic link between liberal democracy in all its greatness and a savage, greedy, evil, decadent and immoral economic fascism, namely savage capitalism, is the cause of the crisis of democracy and the return of dictatorships, religious fascists and populism
Thanks for sharing this video Julien. Great demo. There is also Spring AI library, which is in its early stages of development. I have given that a try and it looks good, but doesn’t have some features like Chat Memory which is present is LangChain4j. It’s a wonderful time to be a Java developer :)
