Super POWERFUL AI-Powered CLI - Best AI Coding Assistant! OVER 1200 + Python Libraries!

[Music] I have just found the best AI powered command line interface introducing context by Fleet AI this is a project that was launched just two days ago where it enables AI assistants to have realtime knowledge of python libraries as well as documentations that helps improve large language model code generation as well as user experience it has also entered a new world where parts of the internet are just made for LMS and entire EOS systems of content can be easily parsed with AI assistance now with context you can quickly create and customize code with natural language commands and utilize 4 million quality embeddings of the top 1,218 python libraries the part is about this project that is really really astonishing is that it's completely open source and it's something that you can access right now now context had done a great job in creating this video which showcases the capabilities of it in this case they emphasize once again that they've embedded all the documents for the top 1,218 python libraries which basically means that you can ask it anything in relation to Python and it'll give you the best relevant generation or the best relevant answer that you may ask it you're able to get real-time Knowledge from the web which is also amazing you'll need to input your API key for this obviously whether that's a serpy key or whether that's an open AI API key this way you're able to Leverage The real-time knowledge like processing so that you can access information on the go while you're using the command line interface now in this case they have a example where most Elms hallucinate even on their own documents and we can see that does open the prompt that they given is that does open AI provide access to the API that controls the code interpreter and python s sandbox inside of chat gbt and we can see over here that open AI has not publicly released in API specifically for the code blah blah blah and this is something that is false and with context we can see that it's able to know it better and it provides you a way more constructive response which we can see over here on the right hand side welcome to the fleet context generate and run code using the most upto-date libraries now we can see that the inut that was stated is that what are the steps in creating and running an open AI code interpreter assistant and it then focuses on giving you the best relevant answer that can help you process or basically compensate this input that is given and we can see over here that it also helps you in coding needs which is really really awesome in this case they have stated that generate and run code using the most out to-date libraries can you make a Streamlight application that uses the new gbt for vision preview to caption images and this is something that you can give specifications to in which you can work with the AI to help help you build this project or this application in this case it's great for creating prototypes which is awesome you'll need to obviously inut your API key to do this but we can see in the next tab that it's able to create this caption generator with a really really nice interface and we can see over here it's fully functioning and it's able to create that caption for that Spider-Man meme now for LMS they have done something a little bit more complex which allows you to utilize different alms it's free it's open source and it's something that we're going to take a look at throughout today's videos so definitely stay tuned and let's get straight to it we actually have a steady growing community on the patreon private Discord so if you're interested in this definitely take a look at this because there's so much value being dropped over here in terms of AI subscriptions being given to you Consulting networking opportunities and so much more we're just evolving in the world of AI so if you're interested in all that definitely take a look at this link in the description below give world of AI on Twitter a follow and lastly make sure you guys subscribe turn notification Bell like this video and check out our previous videos if you would like to book a one-on-one with me where I can offer my consulting services to you guys definitely take a look at this link in the description below hey what is up guys welcome back to another YouTube video at the world of AI in today's video we're going to take a look at Fleet ai's new CLI which is contacts now there's three key components to this firstly they have stated that their AI assistants are able to possess real time knowledge of python libraries as well as documentations that are Beyond any training cut off which is super super convenient for a lot of people now it's basically stating that whenever a new update or popular library is released the assistant of context is able to be updated and infused with the details which is something that saves so much time and it's something that you don't even need to worry about in terms of updating the libraries secondly you're able to utilize rag which is retrieval a augmented generation over Library documentation and what this basically does is that enhances large language model code generation as well as user experience now this Improvement empowers large language models to generate more relevant and precise code the last key component is that with developers you're able to rely on coding assistance and this basically allows yourself to enter a realm where there's robust understanding of large language models that can significantly impact your projects adopt option this will allow you to have your own live upto-date AI assistant not just your regular AI assistant that we cover on this channel it's something that will definitely help you in many different Avenues whether that's related to coding needs various different programming languages as well as with basic like assistance with something that you might require help this is a tool that will definitely help you out in many ways so definitely stay tuned and let's get to the next step where we can and showcase how you can get this installed onto your local desktop just wanted to show something really cool and that's where they included the libraries and they stated that search through all top 1,218 libraries by download we currently get the most recent stable released and are adding more libraries and versions every single day so it's not like they're stopping at this they're going to keep on continuously updating it and keep on evolving this Library database by including more as time goes which is awesome and you can just see there's so many 1,218 which is absolutely insane another thing I want to mention is that you're able to download them Bings locally so that you can use them in all your coding assistance as well as your projects you can download the data set or follow through the L chain tutorial which helps you do this in the case of this video we're going to Showcase how you can install it locally with the GitHub rill so I will leave all these links in the description below and we can get to the next step where I showcase how you can install this there's a couple things that you will need beforehand you will need git which is an application that will help you clone the super process story onto your hardware and you'll also need python this is going to be your language that we're going to be using to basically have this AI assistant operate within and with these two preor it's fulfilled we can move forward with the installation so what I want you guys to do first is go onto the GitHub repository and I want you guys to click on this green button over here copy the link and we can then open up the command prompt now I'll leave all these links in descrip Bel so that you can access it fairly easily open command prompt up and once you have this opened up you can type in get clone paste the link and click enter this will start cloning the repository and once it is done you can basically have two different options you can do the quick start first method which is install the packages and run context to ask questions about the most upto-date python libraries you'll need to provide your open AI key to start the session but it also states that if you'd like to run the CLI tool locally you can CL P this repository CD into it and then run pip install and dash e so there's two different options you can select which one that you want to do it's fairly easy it's exactly the same thing in this case I'm going to go forward with using open AI you're able to use LM Studio to connect this which is something that is using local models they stated that local model support is powered by LM Studio to use local models you can use the D-Lo or DN it gives you a stepbystep process as to how you can do this so you can use different local large language models so if you're interested in that definitely take a look at the repo and read through it properly before you start off at the installation in this case I'm going to start off by installing the packages that are needed by going into the context file clicking and pasting this P install Fleet D context this will take a couple minutes but once this is done I'll be right back so once you have finished installing it it will ask you to provide an API key in this case uh you can input it to get to this step actually you'll need to type in context and once you have that this will pop up where it's going to ask you to provided a key so once I provide a key I'll be right back I'll be honest guys I was actually having troubles having it set up on the command prompt so I just went over to visual studio code went into the context. python file I inputed my key in this case if you're on Windows you use the set open aior aior key equals your API key from open AI if you're on Macos you can definitely just write export instead of set and it will completely it'll work completely fine but once that is done you want to then type in context again and you can start generating and running code using the most up-to-date libraries while utilizing GPT 4 as well as the 1,218 python libraries in this case you can to ask it something simple right away something that can test coding generation is by asking it to create uh Snakes and Ladder game using pi game and let's see if it's able to do it fairly fast it's going to take a couple seconds but once it fully generates I'll be right back in this case it's starting to do it but once this is done I'll be right back and we can see it's giving me the following objectives that it will do like take the approach to create this game and it follows through by creating the code for it it gives you the sources as well and it tells you like if you can run the code or not like asking me if I should run the code or not sorry and in this case if you want to go through with this you can just type in yes and it will then follow through and create the game for you which you can save onto your Local Host now this is obviously just one thing that you can do this is something that is very helpful and it will definitely elevate your game whether it's for coding creating different tyes of prototypes are basically just constructing different things within your own command line interface in conclusion guys this is an amazing project by flea Ai and it's something that I highly recommend that you check out with the links in the description below with that thought guys thank you guys so much for watching definitely check out the patreon page if you want to access our private Discord if you haven't followed world of AI on Twitter you can definitely do so with the link in the description below and lastly make sure you guys subscribe turn notification Bell like this video and check out our previous videos so you can stay up to date with the latest AI news with that thought guys have an amazing day and I'll see you guys fairly shortly peace out fellas

Channel: WorldofAI

Views: 5,196

Keywords: cli, context, fleet ai, chatdev, chat dev, create software with ai, context api, ai tools, AI CLI, Command Line Interface, Fleet AI, Python Libraries, AI Assistants, LLM Code Generation, Coding Innovation, Code Customization, Free AI Tools, ChatDev, auto gpt, artificial intelligence, chat gpt, gpt pilot, copilot gpt, stablecode, devopsgpt, gpt-pilot, coding with gpt-4, chatgpt devops, devops gpt, autonomous ai agents, auto ai, autonomous ai, llm, ai-driven automation

Id: VG4l0Wv6B9g

Length: 11min 31sec (691 seconds)

Published: Fri Nov 10 2023