Use Cases

Persistent Chatbot Backend With Fastapi And Postgres

1 project

Personal AI Assistant With Persistent Local Memory Of Emails, Docs And Chats

1 project

Personal Chat

1 project

Personal Mcp Connection So Claude/chatgpt/codex Read And Write Workspace Data

1 project

Personalize Chatbots With User Preferences And History

1 project

Personalized Multi-turn Chat That Remembers Users

1 project

Plug Into Cursor, VS Code, Claude, Chatgpt, Windsurf, Zed, And Other Mcp Clients

1 project

Post And Search Google Chat Spaces

1 project

Privacy-preserving Voice Chat On Desktop

1 project

Private Chat With Vision And Reasoning Models

1 project

Private Local-model Chat Loop Via Vllm Or Openai-compatible Endpoints

1 project

Produce Social Covers (wechat 21:9, 1:1 Cards, Xiaohongshu 3:4)

1 project

Produce Wechat 21:9 + 1:1 Cover Pair With Consistent Visuals

1 project

Product Chatbot

1 project

Prototype Chat Apps From A Prompt Ide

1 project

Provide Market Tools To Claude, Chatgpt, Cursor, Or Other Mcp Clients

1 project

Publish To Xiaohongshu, Douyin, Kuaishou, Zhihu, Bilibili, Wechat Channels/oa

1 project

Push Alerts To Wechat, Wecom, Feishu, Dingtalk, Telegram, Email, Ntfy, Bark, Sla

1 project

Query Account Balances, Categories, Payees And Month Summaries Via Chat

1 project

Query Aws Service Docs And Api References From An Llm Chat Client

1 project

Query Chatgpt, Gemini, Perplexity, And Grok Using Existing Browser Logins Instea

1 project

Rag Chat Assistant Grounded In Your Own Documentation

1 project

Rag Chat Grounded In Uploaded Docs (pdf/docx/txt) Via Projects

1 project

Read And Search Chat History And Message Context

1 project

Read And Summarize Group Chats Via Userbot

1 project

Read Chat And Channel History

1 project

Read Chat Text From A Visible Conversation

1 project

Read Named Group Chats By Chat ID

1 project

Read Opik Traces, Spans And Threads From An AI Chat Client

1 project

Red Teaming Llm Chatbots And AI Agents

1 project

Refactor And Add Features Via Chat

1 project

Remote Assistant Over Wechat/feishu/dingtalk/onebot

1 project

Remote Mcp Control From Claude Web Or Chatgpt

1 project

Remote Mcp Memory For Claude.ai And Chatgpt Via Oauth Https

1 project

Remote Mcp With Ngrok + Oauth For Chatgpt

1 project

Render Agent-generated Html/svg Inline Inside The Chat

1 project

Render Ai-generated Uis Safely Inside Chat Apps

1 project

Render React/html/mermaid Artifacts In Chat

1 project

Render Tableau Views As Images Inside Chat Interfaces

1 project

Resume Work Across New Chat Sessions And Ide Switches

1 project

Retrieval-augmented Context For Llm Chats With Zero Api Calls

1 project

Retrieve Line Group Chat Summaries

1 project

Route Research Through The Signed-in Chatgpt Web Page

1 project

Routing Slack/teams/telegram/matrix Chats To Autonomous Llm Agents

1 project

Run A Desktop Chat App On Windows/macos/linux Via Tauri

1 project

Run A Local-first AI Chat Workspace With Your Own Model Provider Api Keys

1 project

Run A Personal Self-hosted AI Agent Across Cli And Chat Apps

1 project

Run AI Agents As First-class Teammates In Team Chat

1 project

Run And Stream Terminal Commands From An AI Chat

1 project

Run As Claude Skill For In-chat Research

1 project

Run Biaxial Compression Tests And Plot Stress-strain Curves Via Chat

1 project

Run Chat And Autonomous Agents On Desktop

1 project

Run Chat And Coding Models Offline On Gpu Or Npu

1 project

Run Chat And Text Completion Against Locally Hosted Llms

1 project

Run Chat And Text Completion Apis

1 project

Run Local Llm Chat Completions From Typescript

1 project

Run Local Shell Commands And Edit Files Through Chatgpt

1 project

Run Msbuild Compilation And DB Sync From Chat

1 project

Run Ollama/llama.cpp/vllm Backends Pre-wired To A Chat UI

1 project

Run Sandboxed Code Interpreter In Chat

1 project

Run Sandboxed Python/js/c++ Code In Chat

1 project

Run Separate Side-chat Threads With The Main Session's Context

1 project

Run Shell Commands And Tests Locally From A Chatgpt Conversation

1 project

Run Two Wechat Accounts On One Mac With A Recolorized Icon

1 project

Save Replies And Create Calendar Or To-do Entries From Chat

1 project

Schedule Deferred And Recurring Agent Chats With Eventbridge Or Local Timers

1 project

Schedule Reminders And Recurring Routines Through Chat

1 project

Search Teams Chats And Channel Messages

1 project

Security Operations Chatops

1 project

Self-host A Chatgpt-style Multi-model Chat UI

1 project

Self-host A Multi-model Chat UI In One Click

1 project

Self-host A Private Chatgpt-style Chat UI

1 project

Self-host A Private Chatgpt/llm Web App

1 project

Self-host An Openai-compatible /v1/chat/completions Gateway For Coding Models

1 project

Self-host Chat Uis And Rag Knowledge Bases (open Webui, Dify, Ragflow, Maxkb)

1 project

Self-hosted AI Companion With Realtime Voice Chat

1 project

Self-hosted Chatgpt-like Assistant Deployment

1 project

Self-hosted Chatgpt-style UI For Local And Cloud Llms

1 project

Self-hosted Crm For Chat-based Sales Teams

1 project

Self-hosted Enterprise AI Chat Workspace

1 project

Self-hosted Multi-model Chat With Tool Calling

1 project

Self-hosted Personal AI Assistant With Chat UI

1 project

Self-hosted Webchat UI For Agents

1 project

Send, Reply And Search Lark Messages Or Group Chats From Scripts And Agents

1 project

Serve A Chat Web UI And Rest Api

1 project

Serve A Privacy-first Chat App Storing Data In The Browser

1 project

Serve An Openai-compatible /v1/chat/completions Proxy Over Claude, Openai And Go

1 project

Serve Chat Completions Through An Openai-compatible Api

1 project

Serve Embeddings And Rerankers Alongside Chat Models

1 project

Serve Models Via Transformers Serve And Cli Chat

1 project

Serve Openai-compatible Chat Completions

1 project

Serve Pipelines Through Openai-compatible Chat Completions

1 project

Shake-triggered App Launcher Overlay With Local Model Chat

1 project

Share Chats And Files Across Phone And Mac Over Lan

1 project

Share Knowledge Between Coding Agents And Chatbots

1 project

Shared Chat/tasks Workspace Where Humans And AI Agents Collaborate

1 project

Sharing Your Knowledge Base With Chatgpt/claude Over An Opt-in Encrypted Mcp Ser

1 project

Ship Chat Assistants In React/next.js Apps

1 project

Ship Self-hosted Or Cloud Chatbot Assistants

1 project

Show Service Catalog With Pricing And Photos In Chat

1 project