Langchain OpenGPTs AI technology Top Builders

Explore the top contributors showcasing the highest number of Langchain OpenGPTs AI technology app submissions within our community.

OpenGPTs

OpenGPTs, powered by LangChain's technology stack, offers developers a versatile framework for harnessing AI capabilities. Leveraging over 60 language models, LangSmith's prompt customization, and a suite of 100+ tools, OpenGPTs provides unparalleled control and flexibility in AI model configurations.

General
AuthorLangChain
RepositoryGitHub - LangChain OpenGPTs
TypeCustomizable AI Model Framework

Framework Overview

OpenGPTs serves as a customizable AI framework, allowing users to fine-tune language models, prompts, tools, vector databases, retrieval algorithms, and chat history databases. This level of control surpasses direct usage of OpenAI, enabling developers to interact with APIs directly and craft tailored user interfaces.

Technology Tutorials

    πŸ‘‰ Discover more OpenGPTs Tutorials on lablab.ai

    Customization

    • 1. Language Models (LLMs): Select from over 60 LLMs integrated with LangChain. Note the varying prompts required for different models.
    • 2. Prompt Customization: Debug and fine-tune prompts with LangSmith for enhanced accuracy.
    • 3. Tool Integration: Access a diverse suite of 100+ tools provided by LangChain or easily create custom tools.
    • 4. Vector Databases: Choose from 60+ vector database integrations within LangChain.
    • 5. Retrieval Algorithms: Optimize retrieval algorithms based on project requirements.
    • 6. Chat History Databases: Tailor chat history databases to suit specific project needs.

    Agent Types (Default):

    1. "GPT 3.5 Turbo"
    2. "GPT 4"
    3. "Azure OpenAI"
    4. "Claude 2"

    OpenGPTs' appeal lies in its high level of customization compared to direct usage of OpenAI. Users gain control over language model selection, seamless addition of custom tools, and direct API utilization. Furthermore, developers can craft custom UIs as needed.

    Utilize OpenGPTs to harness the power of AI tailored precisely to your project requirements.

    For a deeper dive into usage and configuration, refer to the OpenGPTs Documentation.

    Langchain OpenGPTs AI technology Hackathon projects

    Discover innovative solutions crafted with Langchain OpenGPTs AI technology, developed by our community members during our engaging hackathons.

    CodeBlast Dream Catcher

    CodeBlast Dream Catcher

    The CodeBlast Dream Catcher proposes an innovative approach to searching multidimensional space for knowledge based on the following eight principles: 1. An "all possible combinations space" exists in a multidimensional space where knowledge is discovered, not created. 2. This multidimensional space is best searched with LLMs using goals, as goals carry the recipes for accomplishing them. 3. There exists a multidimensional "all possible" Codestral goal space consisting of interconnected goals resembling a graph. 4. This multidimensional goals space can best be searched by remapping it to the 2D Infinite Canvas proposed in the LabLab.ai Build Your Business Startup Hackathon's "Navigating the Infinite Plane". 5. The infinite canvas can be created using a 50256 base number system derived from the GPT-2 tokenization labels. 6. To avoid the costly computational expense of base number conversion, hidden and unhidden states are created in the 2D infinite plane. 7. These hidden and unhidden states correspond to the conscious and unconscious mind, proposing that the human brain uses a similar mechanism to avoid the heavy cost of base number conversion. 8. Thus, searching for knowledge becomes a simple mapping problem in 2D and 1D space in both hidden and unhidden states. Business Value: The CodeBlast Dream Catcher approach offers significant business value through the following benefits: Efficient Knowledge Discovery Resource Optimization Enhanced Decision-Making Scalability Flexibility Strategic Advantage The CodeBlast Dream Catcher approach redefines knowledge discovery by leveraging LLMs and innovative mapping techniques to efficiently explore multidimensional spaces. By optimizing resources, enhancing decision-making, and offering scalability and flexibility, it provides a strategic advantage, making it a valuable tool for businesses aiming to lead in advanced AI knowledge discovery.

    Second Opinion Assistant by Epoch Aid

    Second Opinion Assistant by Epoch Aid

    Second Opinion Assistant (SOA) by Epoch Aid leverages advanced AI to revolutionize legal support. The project was inspired by two key observations: (1) the struggle of low-budget individuals and often without clear understanding of legal jargon to navigate vast legal resources available on public database such as online; and (2) the challenge for legal professionals and those working in regulated industries to stay updated on specific statutes and regulations. SOA's primary goal is to become a trusted companion for laypersons and legal experts alike. By deploying cutting-edge machine learning tools, SOA’s AI-powered engine provides comprehensive insights tailored to user queries, simplifies complex legal concepts for the public and offers nuanced analysis for professionals. Future updates will significantly expand SOA's capabilities. The first planned enhancement will enable SOA to analyze legal documents, offering preliminary views and comments. This feature will streamline document review processes, saving time for legal professionals and providing clarity for non-experts. The second major update focuses on delivering timely information. SOA will provide real-time updates on laws and regulations across various legal practice areas. This feature will benefit legal professionals staying current in their fields, companies navigating regulatory landscapes, and individuals seeking to understand their rights or any changes to them. By continuously improving its AI algorithms and expanding its knowledge base, SOA aims to set a new standard in accessible, reliable legal support. Whether you're a citizen seeking to understand your legal rights, a startup owner trying to navigate potential legal concerns or second opinion or a seasoned lawyer looking for a quick overview of legal update, SOA is designed to be your go-to legal AI assistant.