{"repo":"shamspias/customizable-gpt-chatbot","free":true,"listed":false,"github":"https://github.com/shamspias/customizable-gpt-chatbot","clone":"git clone https://github.com/shamspias/customizable-gpt-chatbot.git","description":"Veldra — talk an agent into existence, then watch it grow. A self-hostable, local-first agent platform: describe what you need in plain language and it compiles a working agent tools, MCP, RAG, teams. The more you use it, the better it gets agents learn from your feedback and reshape as you talk.","language":"Python","stars":401,"topics":["artificial-intelligence","chatbot","data-preprocessing","machine-learning","nlp","python","conversational-ai","voice-chat","voice-recognition","voice-to-text"],"license":null,"category":"machine-learning","readme_excerpt":"Veldra Talk an agent into existence. A self-hostable, local-first agent-harness platform. Describe what you need in plain language — Veldra compiles it into a working agent : its policy, tools, skills , a RAG knowledge base, a reasoning method, even a whole team . Route a task to the right agent automatically, connect external tools over MCP , and reshape anything later just by talking to it. Agents learn from your feedback and improve. The one load-bearing idea: an agent is data , not code — a versioned AgentSpec row in Postgres. \"Build me an agent\" = compile natural language → validated AgentSpec . \"Change it\" = a JSON-Patch you approve. The runtime is a pure interpreter of that spec. --- ✨ Highlights - Type a task — it routes or builds. A smart composer auto-selects the best existing agent for what you typed, or builds a new agent from the prompt and drops you straight into its chat. - A real workspace, with sign-in. A first-run install wizard (name the workspace, check your providers, create the admin), then a sign-in gate. Invite teammates with roles — admin / member / viewer . - Plugins & MCP connectors. Built-in tools (calculator, web scraper, RAG search, HTTP, workspace files, …) are always on. Install external MCP connectors (Shopify, Alibaba, or any Streamable-HTTP / SSE / stdio server) from a template gallery — configure credentials, test the connection, enable per agent. Side-effecting connector tools require explicit approval. - Agent teams. Describe a business a","default_branch":null,"files":null,"tree":[],"storefront":"/r/shamspias","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/shamspias/customizable-gpt-chatbot/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}