{"id":15203796,"url":"https://github.com/steamship-core/langchain-production-starter","last_synced_at":"2025-10-02T21:30:25.599Z","repository":{"id":162913242,"uuid":"627534556","full_name":"steamship-core/langchain-production-starter","owner":"steamship-core","description":"Deploy LangChain Agents and connect them to Telegram","archived":false,"fork":false,"pushed_at":"2023-07-27T15:01:48.000Z","size":4640,"stargazers_count":466,"open_issues_count":4,"forks_count":570,"subscribers_count":8,"default_branch":"main","last_synced_at":"2025-09-23T15:08:59.184Z","etag":null,"topics":["chatbot","gpt4","langchain","langchain-python","python","telegram-bot"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/steamship-core.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2023-04-13T17:04:29.000Z","updated_at":"2025-09-18T21:15:21.000Z","dependencies_parsed_at":"2024-01-06T20:55:53.819Z","dependency_job_id":null,"html_url":"https://github.com/steamship-core/langchain-production-starter","commit_stats":null,"previous_names":["steamship-packages/langchain-production-starter","steamship-packages/langchain-agent-production-starter","steamship-core/langchain-production-starter"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/steamship-core/langchain-production-starter","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/steamship-core%2Flangchain-production-starter","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/steamship-core%2Flangchain-production-starter/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/steamship-core%2Flangchain-production-starter/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/steamship-core%2Flangchain-production-starter/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/steamship-core","download_url":"https://codeload.github.com/steamship-core/langchain-production-starter/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/steamship-core%2Flangchain-production-starter/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":277627154,"owners_count":25849793,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-30T02:00:09.208Z","response_time":75,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["chatbot","gpt4","langchain","langchain-python","python","telegram-bot"],"created_at":"2024-09-28T05:02:01.467Z","updated_at":"2025-10-02T21:30:25.171Z","avatar_url":"https://github.com/steamship-core.png","language":"Python","funding_links":[],"categories":["Python","Conversational / General Agents"],"sub_categories":[],"readme":"# Multi-Modal LangChain agents in Production\n[![Open in a VS Code Dev Container](https://img.shields.io/static/v1?label=Dev%20Containers\u0026message=Open\u0026color=blue\u0026logo=visualstudiocode)](https://vscode.dev/redirect?url=vscode://ms-vscode-remote.remote-containers/cloneInVolume?url=https://github.com/steamship-packages/langchain-telegram-chatbot)\n[![Steamship](https://raw.githubusercontent.com/steamship-core/python-client/main/badge.svg)](https://www.steamship.com/build?utm_source=github\u0026utm_medium=badge\u0026utm_campaign=awesome_gpt_prompts\u0026utm_id=awesome_gpt_prompts)\n\nThis starter project contains the necessary scaffolding to deploy LangChain Agents with memory and connect them to Telegram.\n\nGet started:\nhttps://twitter.com/eniascailliau/status/1658544730324492303\n\nAdd/Edit voice: \nhttps://twitter.com/eniascailliau/status/1658841969211088905\n\n## 🚀 Features\n\n- 🧠 Support for OpenAI GPT-4 and GPT-3.5 \n- 🔗 Embeddable chat window\n- 🔌 Connect your chatbot to Telegram\n- 🔈 Give your Agent a voice\n- 💸 Moneytize your agent \n\n## Quick-start guide 🛠️\n\nGetting your agent online only takes 4 steps. If not, shoot me a message on [Discord](https://steamship.com/discord). Happy to help you out. \n\n1. Clone the repository\n2. Add your agent to `src/api.py`\n3. Install required dependencies: `pip install --upgrade -r requirements.txt`\n4. Run `ship deploy \u0026\u0026 ship use`\n\n\n\n## Getting started \n\nTo run your companion locally:\n\n```\npip install -r requirements.txt\npython src/api.py \n```\n\nTo deploy your companion \u0026 connect it to Telegram:\n\n```\npip install -r requirements.txt\nship deploy \u0026\u0026 ship use \n```\n\nYou will need to fetch a Telegram key to connect your companion to Telegram. [This guide](/docs/register-telegram-bot.md) will show you how.\n\n\nIf you want to set-up billing you will need to fetch a payment provider key. [This guide](/docs/payment-telegram-bot.md) will show you how.\n\n\n## Development 😎\n\n\n**..in a Local VS Code Container**\n\nJust click here: [![Open in a VS Code Dev Container](https://img.shields.io/static/v1?label=Dev%20Containers\u0026message=Open\u0026color=blue\u0026logo=visualstudiocode)](https://vscode.dev/redirect?url=vscode://ms-vscode-remote.remote-containers/cloneInVolume?url=https://github.com/steamship-core/hackathon-starter)\n\n**..in a Web VS Code Container**\n\n[![Open in a VS Code Dev Container](https://img.shields.io/static/v1?label=Dev%20Containers\u0026message=Open\u0026color=blue\u0026logo=visualstudiocode)](https://vscode.dev/redirect?url=vscode://ms-vscode-remote.remote-containers/cloneInVolume?url=https://github.com/steamship-packages/langchain-telegram-chatbot)\n\n\n**..on localhost with your own IDE**\n\nClone this repository, then set up a Python virtual environment with:\n\n```bash\npip install -r requirements.txt\n```\n\n\n## Contributing\nPull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.\n\n## License\nThis project is licensed under the MIT License.\n\n## Happy building! 🎉\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsteamship-core%2Flangchain-production-starter","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsteamship-core%2Flangchain-production-starter","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsteamship-core%2Flangchain-production-starter/lists"}