Feature Ideas

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  1. Eden AI Forum

    We aim to foster a collaborative and sharing environment within our community. The Eden AI Forum will serve as a central hub where users can connect, exchange ideas, share their projects, and provide technical support to one another.

    Eden AI

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  2. Share your Workflow templates and earn credits

    We believe our main strengh is our community. We want Eden AI users to be able to submit workflows they created and being rewarded if other users use these templates.

    Eden AI

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  3. Tools APIs (crop image, split pdf, convert format, etc.)

    We noticed that Eden AI users sometimes need to do some preprocessing or post processing around Eden AI APIs. Tools APIs would encompass a variety of essential functions including image cropping, PDF splitting, format conversion, and more. These APIs would be designed to streamline and automate common tasks, enhancing productivity and efficiency for developers and end-users alike. Key Features: Image Cropping: Precisely trim images to specified dimensions. PDF Splitting: Divide PDF documents into separate pages or sections. Format Conversion: Convert files between various formats, such as from JPEG to PNG, or PDF to Word. Image Resizing: Adjust the dimensions of images without compromising quality. File Compression: Reduce the size of files for easier storage and faster transmission. Metadata Extraction: Retrieve and manipulate metadata from various file types. Document Merging: Combine multiple documents into a single file. Watermarking: Add text or image watermarks to documents or images for branding or security purposes. Do not hesitate to comment the favorite tools you would like to have on Eden AI :)

    Eden AI

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  4. PDF tools APIs

    We noticed that Eden AI users sometimes need to do some document preprocessing or post processing around Eden AI APIs. These APIs would be designed to streamline and automate common tasks, enhancing productivity and efficiency for developers and end-users alike. Key Features: PDF Splitting: Divide PDF documents into separate pages or sections. Format Conversion: Convert files between various formats, such as from JPEG to PNG, or PDF to Word. File Compression: Reduce the size of files for easier storage and faster transmission. Metadata Extraction: Retrieve and manipulate metadata from various file types. Document Merging: Combine multiple documents into a single file. Watermarking: Add text or image watermarks to documents or images for branding or security purposes. Do not hesitate to comment the favorite tools you would like to have on Eden AI :)

    Eden AI

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  5. flux Image Generation models

    We’re excited to announce that the flux image generation models will soon be available on Eden AI, producing very high quality of generation, especially for images containing text.

    Eden AI
    #New Provider

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  6. AI Observability πŸ”Ž

    AI observability would allow you to monitor, understand, and optimize AI models. It encompasses tracking the performance, behavior, and impact of AI applications in real-time to ensure they function correctly, efficiently, and ethically. Here is why observability could really help you: Monitoring Performance: Continuously track metrics such as accuracy, latency, price Detecting Anomalies: Identify and respond to unusual behaviors or performance issues Transparency and Explainability: Provide insights into how AI models make decisions, helping stakeholders understand the rationale behind model outputs and ensuring compliance with regulatory requirements. Logging and Tracing: Maintain detailed logs of model inputs, outputs, and intermediate steps for troubleshooting and auditing purposes. Alerting and Notifications: Set up alerts for critical issues or performance degradation, enabling rapid response to potential problems. User Feedback Integration: Collect and incorporate user feedback to improve model performance

    Eden AI
    #Improvement πŸ‘#New Feature

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  7. Real time Speech recognition (streaming)

    Speech recognition is one of our most successful APIs. We have made significant improvements, including diarization, profanity filtering, and custom vocabulary features. Our offerings are comprehensive, featuring all the top providers in the industry. The only feature we currently lack is a streaming option, which would enable real-time transcription as speakers talk.

    Eden AI
    #Improvement πŸ‘

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  8. SQL connectors

    Imagine integrating your workflows with a variety of applications, enabling efficient data flow and enhanced productivity. This integration allows you to import data from diverse sources and export AI results to powerful platforms, including SQL and NoSQL databases and Google BigQuery. SQL Databases: Import data from SQL databases such as MySQL, PostgreSQL, and Microsoft SQL Server to leverage structured data. NoSQL Databases: Access data from NoSQL databases like MongoDB, Cassandra, and Redis for flexible, schema-less data handling. BigQuery: Export to Google BigQuery for large-scale data analysis and querying. Do not hesitate to comment the favorite connector you would like to have on Eden AI :)

    Eden AI

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  9. Share Eden AI with your friends and earn free credits πŸ’°

    At Eden AI, we have the chance to have an awesome and engaged community. We were looking for a way to reward our users :) You will be able to get free credits, and months of subscription by inviting your friends, sharing Eden AI on social merdia, or writing reviews.

    Eden AI

    1

  10. Add login capabilities for webscraping

    Many pages cant be webscraped unless you can login to the application.

    Anonymous Fox

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  11. Advanced RAG techniques πŸ”§

    Eden AI is excited to introduce Advanced RAG (Retrieval-Augmented Generation) Techniques, a powerful new feature designed to elevate the performance of your RAG projects. With this feature, you can optimize your chatbots to meet specific needs across a variety of critical dimensions: Improved Answer Accuracy Reduced Latency Cost Efficiency Enhanced Scalability Contextual Understanding Robustness With Advanced RAG Techniques, Eden AI aims to tailor your RAG projects for maximum impactβ€”whether you're prioritizing accuracy, speed, cost-effectiveness, or scalability. This feature is ideal for businesses and developers looking to achieve unparalleled results in retrieval-augmented generation tasks.

    Eden AI
    #Improvement πŸ‘#New Feature

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  12. Workflow Versioning and Testing πŸ§ͺ

    Eden AI now offers Workflow Versioning and Testing, giving you full control over your workflows while ensuring top performance: Version Control: Create, manage, and deploy multiple workflow versions. Easily switch or revert to previous versions. Automated Testing: Validate performance with LLM-based tests, example-driven tests, or human-in-the-loop assessments. Performance Monitoring: Continuously ensure workflows meet benchmarks and identify regressions before deployment. This feature lets you iterate confidently, maintain reliability, and optimize your AI workflows with ease. πŸš€

    Eden AI
    #Improvement πŸ‘#New Feature

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  13. Guardrails πŸ›‘οΈ

    Eden AI introduces LLM Guardrails, a feature designed to improve the reliability, accuracy, and safety of inputs and outputs from LLMs: Output Validation: Monitor and correct outputs to align with your quality standards. Customizable Rules: Define constraints and guidelines to ensure outputs meet your specific use case requirements. Content Moderation: Filter out inappropriate, biased, or irrelevant responses to maintain compliance and trustworthiness. Error Handling: Safeguard workflows with fallback mechanisms to handle unexpected or low-quality results. With LLM Guardrails, you can deploy large language models with confidence, ensuring consistent, safe, and high-quality performance. πŸš€

    Eden AI
    #Improvement πŸ‘#New Feature

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  14. Finetuning πŸŽ›οΈ

    Eden AI introduces LLM Fine-Tuning, enabling you to customize large language models for your specific needs: Custom Expertise: Train models on your proprietary data to deliver precise, domain-specific outputs. Better Accuracy: Tailor models to align with your unique business requirements for improved performance. Cost Efficiency: Optimize prompts and responses, reducing token usage while maintaining high-quality results. Seamless Deployment: Integrate fine-tuned models in your projects effortlessly. With LLM Fine-Tuning, Eden AI helps you unlock the full potential of large language models, ensuring they perform exactly as you need. πŸš€

    Eden AI
    #Improvement πŸ‘#New Feature

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  15. Eden AI suggests cheapest, newest, fastest models

    Eden AI already centralizes and simplifies the use of all the best AI models of the market. We now are looking to help users make the right choice. Using our expertise and benchmarks, we want users to be able to easily identify the cheapest, latest and fastest provider.

    Eden AI

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