├── .github └── ISSUE_TEMPLATE │ └── contribution.yaml ├── LICENSE └── README.md /.github/ISSUE_TEMPLATE/contribution.yaml: -------------------------------------------------------------------------------- 1 | name: Add a project 2 | description: Add an awesome LLM webapp project to this repository. 3 | title: "[LLM]: " 4 | labels: ["new_project", "update", "remove"] 5 | assignees: 6 | - clharman 7 | body: 8 | - type: dropdown 9 | id: project 10 | attributes: 11 | label: Project 12 | description: What changes are you making? 13 | options: 14 | - New Project 15 | - Update Project 16 | - Remove Project 17 | - Other 18 | default: 0 19 | validations: 20 | required: true 21 | 22 | - type: input 23 | id: demo 24 | attributes: 25 | label: Demo Details 26 | description: Please provide a link to either a working demo or source-code. 27 | placeholder: "https://huggingface.co/chat/" 28 | validations: 29 | required: false 30 | 31 | - type: markdown 32 | attributes: 33 | value: Please provide a brief description of this app. 34 | 35 | - type: markdown 36 | attributes: 37 | value: What technologies make up the core functionality of this app? 38 | 39 | - type: dropdown 40 | id: conversation-context-carry 41 | attributes: 42 | label: Does it carry context throughout conversations? 43 | multiple: false 44 | options: 45 | - "Yes" 46 | - "No" 47 | 48 | - type: dropdown 49 | id: conversation-history 50 | attributes: 51 | label: Does it hold conversational history? 52 | multiple: false 53 | options: 54 | - "Yes" 55 | - "No" 56 | 57 | - type: dropdown 58 | id: authentication 59 | attributes: 60 | label: Authentication 61 | description: Is authentication provided out of the box? 62 | options: 63 | - No 64 | - OpenID 65 | - Next Auth 66 | - Amazon Cognito 67 | - OAuth 68 | - Azure Active Directory 69 | - Other 70 | default: 0 71 | multiple: true 72 | 73 | - type: markdown 74 | attributes: 75 | value: What models are supported under-the-hood? 76 | 77 | - type: dropdown 78 | id: rich-text-support 79 | attributes: 80 | label: Does it support rich text? 81 | multiple: false 82 | options: 83 | - "Yes" 84 | - "No" 85 | 86 | - type: dropdown 87 | id: image-support 88 | attributes: 89 | label: Does it images? 90 | multiple: false 91 | options: 92 | - "Yes" 93 | - "No" 94 | 95 | - type: dropdown 96 | id: multi-text-prompting 97 | attributes: 98 | label: Does it support multi-text prompting? 99 | multiple: false 100 | options: 101 | - "Yes" 102 | - "No" 103 | 104 | - type: markdown 105 | attributes: 106 | value: "[RAG specific] What under-the-hood data sources can this connect to?" 107 | 108 | 109 | - type: dropdown 110 | id: rag-show-sources 111 | attributes: 112 | label: Does it support showing RAG data sources? 113 | multiple: false 114 | options: 115 | - "Yes" 116 | - "No" 117 | 118 | 119 | - type: dropdown 120 | id: rag-data-ingestion 121 | attributes: 122 | label: "[RAG] Data Ingestion" 123 | description: Supported ingestion patterns for RAG systems. 124 | options: 125 | - CLI 126 | - File Upload 127 | - Database connection (JDBC/ODBC) 128 | - Large Filesystem 129 | - Other 130 | multiple: true 131 | 132 | - type: dropdown 133 | id: quick-deploy-options 134 | attributes: 135 | label: "Quick Deploy Options" 136 | description: Supported options for quick deployment. 137 | options: 138 | - Hugging Face Spaces 139 | - Docker 140 | - Kubernetes 141 | - Helm 142 | - AWS Fargate 143 | - AWS Lambda 144 | - Azure ML 145 | - Vertex AI 146 | multiple: true 147 | 148 | - type: markdown 149 | attributes: 150 | value: "Other Features" 151 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2025 Snowfort 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Open Source, Actively Maintained Web Apps for LLMs 💬 2 | 3 | Jump-start your LLM project by starting from an app, not a framework. This repository aggregates high-quality, functioning web applications for use cases including Chatbots, [Natural Language Interfaces](https://colinharman.substack.com/i/137091060/natural-language-interfaces-nli), Assistants, and Question Answering Systems. It compares projects along important dimensions for these use cases, to help you choose the right starting point for your application. 4 | 5 | To ensure the utmost quality and usability, projects must adhere to the following criteria to be included: 6 | 7 | - Licensed under Open Source terms 💸 8 | - Actively Maintained, meaning updated within the past month or under active monitoring 🚨 9 | 10 | The projects span a wide range of complexity, from straightforward API wrappers to production-ready systems with multi-source RAG backends, conversation logging, and authentication/user management. There should be something for almost every need. 11 | 12 | ## Project Submissions 13 | Contributions are the backbone of this list! If you're aware of a project that meets our criteria but isn't listed, we'd love to hear about it. Please also notify us if any of the listed projects becomes unmaintained or changes its licensing. Additionally, if there's a project detail that you'd like to compare that's not currently tracked, submit an issue for it. Finally, if you're the maintainer of a project that's already listed and would like to update or modify the listing, submit it again with the desired modifications. 14 | 15 | **To submit a project:** 16 | 17 | 1. [Create an issue](https://github.com/snowfort-ai/awesome-llm-webapps/issues/new?assignees=clharman&labels=new_project%2Cupdate%2Cremove&projects=&template=contribution.yaml&title=%5BLLM%5D%3A+). 18 | 2. Ensure your submission adheres to the listed criteria and includes all relevant details. 19 | 3. Submissions will be reviewed and the projects list will be updated within a day. 20 | 21 | If you'd like to help maintain this project, contact [clharman](https://github.com/clharman) via email. 22 | 23 | _Currently seeking submissions for:_ 24 | 25 | - _Lightweight chatbots_ 26 | - _Projects with advanced prompting_ 27 | - _Non-chatbot interfaces (question answering, etc)_ 28 | - _Projects with image support_ 29 | - _Projects in different languages e.g. Python only_ 30 | 31 | # Project Table 32 | 33 | | Project | Demo | Brief Description | Conversation Context Carry | Conversation History | Authentication | Model Support | Rich Text Support | Image Support | (RAG) Search Engine | (RAG) Show Sources | (RAG) Data ingestion | Quick Deploy | Other Features | 34 | | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------- | ------------------------------------------------------------------------------ | -------------------------- | -------------------- | ------------------------- | ------------------------------------------------------------------------------------- | ----------------- | ------------- | ------------------------------- | ------------------ | ------------------------------- | ----------------------------- | ------------------------------------------------ | 35 | | [Hugging Face Chat UI](https://github.com/huggingface/chat-ui) ![License](https://img.shields.io/github/license/huggingface/chat-ui) ![Language](https://img.shields.io/github/languages/top/huggingface/chat-ui) ![Forks](https://img.shields.io/github/forks/huggingface/chat-ui) | 🟢 [Link](https://huggingface.co/chat/) | Full featured chat interface | 🟢 | 🟢 | 🟢 OpenID | Hugging Face Inference API, local, Amazon SageMaker | 🟢 | 🔴 | 🟢 Google search | 🟢 | 🔴 | 🟢 Hugging Face Spaces | Theme configuration | 36 | | [Weaviate Verba](https://github.com/weaviate/verba) ![License](https://img.shields.io/github/license/weaviate/verba) ![Language](https://img.shields.io/github/languages/top/weaviate/verba) ![Forks](https://img.shields.io/github/forks/weaviate/verba)
| 🟢 [Link](https://verba.weaviate.io/) | Chat interface for RAG applications | 🔴 | 🔴 | 🔴 | OpenAI | 🟢 | 🔴 | 🟢 Weaviate | 🟢 | 🟢 Via CLI | 🟢 Docker | Semantic caching | 37 | | [Microsoft Azure Chat](https://github.com/microsoft/azurechat) ![License](https://img.shields.io/github/license/microsoft/azurechat) ![Language](https://img.shields.io/github/languages/top/microsoft/azurechat) ![Forks](https://img.shields.io/github/forks/microsoft/azurechat) | 🔴 | Azure-based private chat tenant over data and files | 🟢 | 🟢 | 🟢 NextAuth | OpenAI | 🟢 | 🔴 | 🟢 Azure Cognitive Search | 🔴 | 🟢 UI single-file upload | 🟢 Azure | | 38 | | [AWS GenAI LLM Chatbot](https://github.com/aws-samples/aws-genai-llm-chatbot) ![License](https://img.shields.io/github/license/aws-samples/aws-genai-llm-chatbot) ![Language](https://img.shields.io/github/languages/top/aws-samples/aws-genai-llm-chatbot) ![Forks](https://img.shields.io/github/forks/aws-samples/aws-genai-llm-chatbot) | 🔴 | AWS-based chatbot with RAG and selectable LLMs | 🟢 | 🟢 | 🟢 Amazon Cognito | Bedrock, SageMaker, Hugging Face Inference Endpoints, OpenAI, Anthropic, AI21, Cohere | 🔴 | 🔴 | 🟢 Postgres/ Kendra/ OpenSearch | 🟢 | 🟢 UI file upload | 🟢 AWS | User-selectable model and search backend | 39 | | [PrivateGPT](https://github.com/imartinez/privateGPT) ![License](https://img.shields.io/github/license/imartinez/privateGPT) ![Language](https://img.shields.io/github/languages/top/imartinez/privateGPT) ![Forks](https://img.shields.io/github/forks/imartinez/privateGPT) | 🔴 | API, pipeline, and UI for RAG applications. Supports private models. | 🟢 | 🔴 | 🔴 | Local, OpenAI, Sagemaker | 🔴 | 🔴 | 🟢 Qdrant, Chroma | 🟢 | 🟢 UI file upload | 🔴 | | 40 | | [Open WebUI](https://github.com/open-webui/open-webui) ![License](https://img.shields.io/github/license/open-webui/open-webui) ![Language](https://img.shields.io/github/languages/top/open-webui/open-webui) ![Forks](https://img.shields.io/github/forks/open-webui/open-webui) | 🔴 | ChatGPT clone focused on locally hosted models | 🟢 | 🟢 | 🟢 | Ollama, OpenAI | 🟢 | 🟢 | 🟢 Various | 🔴 | 🟢 UI file upload | 🟢 Docker | 41 | | [Azure GPT-RAG](https://github.com/Azure/GPT-RAG) ![License](https://img.shields.io/github/license/Azure/GPT-RAG) ![Language](https://img.shields.io/github/languages/top/Azure/GPT-RAG) ![Forks](https://img.shields.io/github/forks/Azure/GPT-RAG) | 🔴 | Enterprise-ready RAG framework | 🟢 | 🟢 | 🟢 Azure Active Directory | OpenAI | 🟢 | 🔴 | 🟢 Azure Cognitive Search | 🟢 | 🟢 Data source connections | 🟢 Azure | Microsoft Teams bot integration, costs estimator | 42 | | [Danswer](https://github.com/danswer-ai/danswer) ![License](https://img.shields.io/github/license/danswer-ai/danswer) ![Language](https://img.shields.io/github/languages/top/danswer-ai/danswer) ![Forks](https://img.shields.io/github/forks/danswer-ai/danswer)
| 🔴 | Full featured RAG system with prebuilt data connectors for many source systems | 🟢 | 🟢 | 🟢 | OpenAI, Local | 🟢 | 🔴 | 🟢 Vespa | 🟢 | 🟢 Selection of data connectors | 🟢 Docker Compose, Kubernetes | Slack bot | 43 | | [LLM Answer Engine](https://github.com/developersdigest/llm-answer-engine) ![License](https://img.shields.io/github/license/developersdigest/llm-answer-engine) ![Language](https://img.shields.io/github/languages/top/developersdigest/llm-answer-engine) ![Forks](https://img.shields.io/github/forks/developersdigest/llm-answer-engine) | 🔴 | Perplexity style answer engine with web search | 🟢 | 🔴 | 🔴 | Mixtral, Ollama, OpenAI | 🔴 | 🔴 | 🟢 Brave, Serper | 🟢 | 🔴 Web search, not ingestion | 🔴 | | 44 | | [Dify](https://github.com/langgenius/dify) ![License](https://img.shields.io/github/license/langgenius/dify) ![Language](https://img.shields.io/github/languages/top/langgenius/dify) ![Forks](https://img.shields.io/github/forks/langgenius/dify) | 🔴 | App development platform for GenAI | 🟢 | 🟢 | 🟢 | Various | 🟢 | 🟢 | 🟢 Various | 🟢 | 🟢 UI file upload | 🟢 AWS, Kubernetes | Agents, observability | 45 | | [Flowise](https://github.com/FlowiseAI/Flowise) ![License](https://img.shields.io/github/license/FlowiseAI/Flowise) ![Language](https://img.shields.io/github/languages/top/FlowiseAI/Flowise) ![Forks](https://img.shields.io/github/forks/FlowiseAI/Flowise) | 🔴 | Drag-and-drop LLM flow builder | 🟢 | 🟢 | 🟢 | Various | 🔴 | 🔴 | 🟢 Various | 🟢 | 🟢 UI file upload | 🟢 AWS, Kubernetes | GUI/no-code LLM app logic builder | 46 | | [LibreChat](https://github.com/danny-avila/LibreChat) ![License](https://img.shields.io/github/license/danny-avila/LibreChat) ![Language](https://img.shields.io/github/languages/top/danny-avila/LibreChat) ![Forks](https://img.shields.io/github/forks/danny-avila/LibreChat) | 🔴 | Full featured ChatGPT clone | 🟢 | 🟢 | 🟢 | Various | 🟢 | 🟢 | 🟢 Various | 🔴 | 🟢 UI file upload | 🟢 Docker Compose | Assistants support | 47 | 48 | ## Star History 49 | 50 | [![Star History Chart](https://api.star-history.com/svg?repos=snowfort-ai/awesome-llm-webapps&type=Date)](https://star-history.com/#snowfort-ai/awesome-llm-webapps&Date) 51 | --------------------------------------------------------------------------------