DEV Community: Rajasneha

ForceGPT: Your true Salesforce Assistant

Rajasneha — Mon, 12 Jun 2023 07:18:10 +0000

Introducing ForceGPT: Empowering Salesforce Configuration with AI

ForceGPT is an innovative tool that harnesses the power of OpenAI’s GPT models to revolutionize the way tasks are performed in Salesforce. By leveraging natural language user expressions, ForceGPT seamlessly executes tasks, generates new tasks based on results, and dynamically prioritizes them in real-time.

Short demo:-

https://youtu.be/QPxcgtY_RIM

At its core, ForceGPT is powered by the impressive “gpt-3.5-turbo” model, with plans to upgrade to GPT-4. Additionally, it utilizes the cutting-edge LangChainAI framework to enhance its decision-making processes. However, what truly sets this tool apart is its mastery of engineering effective PROMPTS, allowing it to extract accurate and relevant data from user expressions. This level of sophistication enables ForceGPT to deliver precise and actionable insights.

While still in its early stages as a prototype and experiment, ForceGPT already boasts an impressive range of capabilities. It can currently update any custom metadata type record, custom objects and fields, and generate and execute query and apex logic. These features make it an invaluable asset for Salesforce configuration.

Exciting improvements are on the horizon for ForceGPT. The tool will soon gain the ability to prioritize and generate tasks by the Language Model Layer (LLM) through the engineering of effective prompts. This enhancement will support a wide array of use-cases, ensuring that ForceGPT becomes even more versatile. Additionally, plans include fine-tuning custom base models to improve accuracy, implementing vector search for memory, and much more. The future of ForceGPT is brimming with possibilities and accelerated productivity.

The primary goal behind creating ForceGPT is to streamline Salesforce configuration, providing users with a seamless experience within a single page. By leveraging the power of AI, this tool aims to boost productivity and efficiency, saving valuable time and resources.

It’s worth noting that ForceGPT is an open source project, inviting contributions from developers worldwide. This exciting endeavor is a collaborative effort, and your expertise and creativity are welcome additions to the project. Let’s work together and transform ForceGPT into an even more remarkable tool.

For detailed information on usage, capabilities, and limitations, please visit https://github.com/bsathishciv/ForceGPT.

Join us in this exciting journey to shape the future of Salesforce configuration with AI.

Use your Javascript and Typescript skills in Salesforce

Rajasneha — Tue, 02 May 2023 12:00:03 +0000

Salesforce functions - a new game changer by Salesforce, allows you to extend the platform logic in Javascript, Typescript and Java.

An illustrated overview of what Salesforce functions are —

1/ Your Javascript functions are hosted in isolated but salesforce managed infrastructure.

2/ Develop business logic in Javascript, Typescript and Java and use any Open source or external libraries.

3/ Call functions from your Apex. But forget Authentication! Salesforce handles it implicitly.

4/ Offload heavy computation tasks to functions. The infrastructure auto scales without manual intervention upon load.

Liked the illustrated concepts?

Follow and share in twitter to help the Salesforce and Javascript community.

Visit https://rsforce.net for more illustrations!

Shadow DOM... Illustrated

Rajasneha — Mon, 10 Jan 2022 07:59:47 +0000

What is DOM

Browser generates Document object model from static html files in order to manipulate the structure, style and content.

Enter Shadow DOM

Shadow DOM enables encapsulation to keep the markup, style and behaviour hidden and private to the component that hosts it.

Events

Events that are thrown from within a shadow DOM usually do not propagate outside the boundary unless it is set to composed: true

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Einstein Vision

Rajasneha — Thu, 19 Nov 2020 19:20:05 +0000

Einstein Vision brings the power of AI to create deep learning models that can classify and recognise images.
Learn how Vision technology works through these multipart fun illustrated notes

Containers: Under the hood

Rajasneha — Mon, 21 Sep 2020 17:05:01 +0000

When we move the app across environments like Developemnt, staging and production, we would have faced compatibility issues.

Containers solves this "dependency hell".

Virtual machines virtualizes on hardware level, which takes a dig at performance.

Docker uses LXC - linux containers, which sandboxes processes through namespaces.

LXC also provides cgroups - control groups, developed by google, for resources accounting and limiting.

Docker also uses CoW strategy, where all the containers share the same file system, the moment when a process in container wants to write to the file system, it makes a copy and writes on it.

More on - https://www.rsforce.net/post/what-are-containers-under-the-hood

What is Heroku - Illustrated shorts - H-IS1

Rajasneha — Tue, 11 Aug 2020 07:43:10 +0000

Heroku is a platform as a service where we can host apps that are run in linux based containers. Whats so cool about it? You can create hobby projects for free and no special tailoring to be made for hosting unlike other platforms. Apps can be built in javascript, java, Go, etc.,

heroku-shorts-ep-1 to learn concepts in an illustrated way.

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LWC migration cheatsheet

Rajasneha — Tue, 28 Apr 2020 04:55:09 +0000