FastGPT: Streamlined Knowledge-Based Solutions with AI
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.
With FastGPT, you can easily create complex systems without extensive setup.
FastGPT is written using NextJs + TS + ChakraUI + Mongo + Postgres (Vector plugin).
Best for enterprise
- Secure and Reliable: Built on a secure and dependable open-source codebase.
- Optimized Q&A: Enhanced accuracy in question-answering for customer service.
- Visual Workflow: Easily design complex workflows using the Flow module.
- Seamless Extensibility: Integrate FastGPT into applications via API.
- Debugging Tools: Refine models with comprehensive debugging features.
- Multi-Model Compatibility: Compatible with various LLM models, with more to come.
FastGPT simplifies the development and deployment of advanced question-answering systems, making it an ideal choice for various industries.
Features
- Offers a straightforward mode, eliminating the need for complex orchestration
- Provides clear next-step instructions in dialogues
- Facilitates workflow orchestration
- Tracks references in source files
- Encapsulates modules for enhanced reuse at multiple levels
- Combines search and reordering functions
- Allows for the mixed use of multiple databases
- Keeps track of modifications and deletions in data chunks
- Enables specific vector models for each knowledge base
- Stores original source files
- Enables targeted search testing within the knowledge base
- Allows feedback, editing, and deletion during conversations
- Presents the full context of interactions
- Displays all intermediate values within modules
- Supports direct input and segment-based QA import
- Compatible with a variety of file formats: pdf, docx, txt, html, md, csv
- Facilitates URL reading and bulk CSV importing
- The completions interface (aligned with GPT's chat mode interface)
- CRUD operations for the knowledge base
- Share without requiring login
- Easy embedding with Iframe
- Customizable chat window embedding with features like default open, drag-and-drop
- Centralizes conversation records for review and annotation
Key Benefits
- Effortless Development: Build and deploy sophisticated question-answering systems quickly.
- Data Processing: Efficiently manage and process large datasets.
- RAG Retrieval: Utilize retrieval-augmented generation for more accurate answers.
- Visual Workflow Orchestration: Design and manage workflows visually, reducing the complexity of manual coding.
Use Cases
Marketing
- Customer Insights: Analyze large volumes of customer data to gain actionable insights.
- Content Creation: Generate high-quality content tailored to your audience.
- Campaign Optimization: Improve marketing campaigns by understanding customer preferences and behavior.
Sales
- Lead Qualification: Automatically qualify leads based on predefined criteria.
- Sales Assistance: Provide sales teams with instant access to product information and customer history.
- Customer Support: Enhance customer support with accurate and timely responses to inquiries.
Freelancers
- Project Management: Streamline project workflows and manage tasks efficiently.
- Research: Access vast amounts of information quickly for research and content creation.
- Client Communication: Improve communication with clients through automated, precise responses.
License
The FastGPT is licensed under the Apache License 2.0.
Resources & Downloads
FastGPT/README_en.md at main · labring/FastGPT
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, le…
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