├── app ├── __init__.py ├── __pycache__ │ ├── server.cpython-311.pyc │ └── __init__.cpython-311.pyc └── server.py ├── packages ├── README.md └── pirate-speak │ ├── tests │ └── __init__.py │ ├── pirate_speak │ ├── __init__.py │ ├── __pycache__ │ │ ├── chain.cpython-311.pyc │ │ └── __init__.cpython-311.pyc │ └── chain.py │ ├── pyproject.toml │ ├── LICENSE │ ├── README.md │ └── poetry.lock ├── .gitignore ├── .vscode └── settings.json ├── railway.json ├── pyproject.toml └── README.md /app/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /packages/README.md: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | .env 2 | .DS_Store 3 | -------------------------------------------------------------------------------- /packages/pirate-speak/tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /packages/pirate-speak/pirate_speak/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /app/__pycache__/server.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/K-Jadeja/LangServe-Railway/main/app/__pycache__/server.cpython-311.pyc -------------------------------------------------------------------------------- /app/__pycache__/__init__.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/K-Jadeja/LangServe-Railway/main/app/__pycache__/__init__.cpython-311.pyc -------------------------------------------------------------------------------- /.vscode/settings.json: -------------------------------------------------------------------------------- 1 | { 2 | "[python]": { 3 | "editor.defaultFormatter": "ms-python.black-formatter" 4 | }, 5 | "python.formatting.provider": "none" 6 | } -------------------------------------------------------------------------------- /packages/pirate-speak/pirate_speak/__pycache__/chain.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/K-Jadeja/LangServe-Railway/main/packages/pirate-speak/pirate_speak/__pycache__/chain.cpython-311.pyc -------------------------------------------------------------------------------- /packages/pirate-speak/pirate_speak/__pycache__/__init__.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/K-Jadeja/LangServe-Railway/main/packages/pirate-speak/pirate_speak/__pycache__/__init__.cpython-311.pyc -------------------------------------------------------------------------------- /railway.json: -------------------------------------------------------------------------------- 1 | { 2 | "$schema": "https://railway.app/railway.schema.json", 3 | "build": { 4 | "builder": "NIXPACKS" 5 | }, 6 | "deploy": { 7 | "startCommand": "langchain serve --host 0.0.0.0 --port $PORT" 8 | } 9 | } -------------------------------------------------------------------------------- /app/server.py: -------------------------------------------------------------------------------- 1 | from fastapi import FastAPI 2 | from langserve import add_routes 3 | from pirate_speak.chain import chain as pirate_speak_chain 4 | 5 | 6 | app = FastAPI() 7 | 8 | add_routes(app, pirate_speak_chain, path="/pirate-speak") 9 | 10 | 11 | @app.get("/") 12 | def root(): 13 | return { 14 | "message": "Welcome to the langserve server! More information and routes can be found at /docs. 🦜 🏓", 15 | } 16 | 17 | 18 | @app.get("/health") 19 | def health_check(): 20 | return {"status": "healthy"} 21 | 22 | 23 | if __name__ == "__main__": 24 | import uvicorn 25 | 26 | uvicorn.run(app, host="0.0.0.0", port=8000) 27 | -------------------------------------------------------------------------------- /packages/pirate-speak/pyproject.toml: -------------------------------------------------------------------------------- 1 | [tool.poetry] 2 | name = "pirate-speak" 3 | version = "0.0.1" 4 | description = "" 5 | authors = [] 6 | readme = "README.md" 7 | 8 | [tool.poetry.dependencies] 9 | python = ">=3.8.1,<4.0" 10 | langchain = ">=0.0.325" 11 | openai = "^0.28.1" 12 | anthropic = "^0.5.0" 13 | python-dotenv = "^1.0.0" 14 | 15 | [tool.poetry.group.dev.dependencies] 16 | langchain-cli = "*" 17 | fastapi = "^0.104.0" 18 | sse-starlette = "^1.6.5" 19 | 20 | [tool.langserve] 21 | export_module = "pirate_speak.chain" 22 | export_attr = "chain" 23 | 24 | [build-system] 25 | requires = [ 26 | "poetry-core", 27 | ] 28 | build-backend = "poetry.core.masonry.api" 29 | -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 1 | [tool.poetry] 2 | name = "langserve-railway-template" 3 | version = "0.1.0" 4 | description = "" 5 | authors = ["Your Name "] 6 | readme = "README.md" 7 | 8 | [tool.poetry.dependencies] 9 | python = "^3.9" 10 | sse-starlette = "^1.6.5" 11 | tomli-w = "^1.0.0" 12 | uvicorn = "^0.23.2" 13 | fastapi = "^0.104.0" 14 | langserve = ">=0.0.22" 15 | langchain-cli = "*" 16 | pirate-speak = { path = "packages/pirate-speak" } 17 | python-dotenv = "^1.0.0" 18 | 19 | [tool.poetry.group.dev.dependencies] 20 | uvicorn = "^0.23.2" 21 | pygithub = "^2.1.1" 22 | 23 | 24 | [build-system] 25 | requires = ["poetry-core"] 26 | build-backend = "poetry.core.masonry.api" 27 | -------------------------------------------------------------------------------- /packages/pirate-speak/pirate_speak/chain.py: -------------------------------------------------------------------------------- 1 | import os 2 | from dotenv import load_dotenv 3 | from langchain.chat_models import ChatAnthropic 4 | from langchain.prompts import ChatPromptTemplate 5 | 6 | load_dotenv() 7 | 8 | anthropic_Api_Key: str = os.environ["ANTHROPIC_API_KEY"] 9 | 10 | _prompt = ChatPromptTemplate.from_messages( 11 | [ 12 | ( 13 | "system", 14 | "Translate user input into pirate speak", 15 | ), 16 | ("human", "{text}"), 17 | ] 18 | ) 19 | _model = ChatAnthropic(anthropic_api_key=anthropic_Api_Key) 20 | 21 | # if you update this, you MUST also update ../pyproject.toml 22 | # with the new `tool.langserve.export_attr` 23 | chain = _prompt | _model 24 | -------------------------------------------------------------------------------- /packages/pirate-speak/LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2023 LangChain, Inc. 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 | # LangServe 🦜 🏓 on Railway 🚂 2 | 3 | 4 | ## Deploy on Railway 5 | 6 | [![Deploy on Railway](https://railway.app/button.svg)](https://railway.app/template/pW9tXP?referralCode=c-aq4K) 7 | 8 | > :information_source: **Make sure to set your enviromental variables! The defaults are only placeholders.** 9 | 10 | ## Adding packages 11 | Add the package to your local repo 12 | ```bash 13 | # adding packages from 14 | # https://github.com/langchain-ai/langchain/tree/master/templates 15 | langchain app add $PROJECT_NAME 16 | 17 | # adding custom GitHub repo packages 18 | langchain app add --repo $OWNER/$REPO 19 | # or with whole git string (supports other git providers): 20 | # langchain app add git+https://github.com/hwchase17/chain-of-verification 21 | 22 | # with a custom api mount point (defaults to `/{package_name}`) 23 | langchain app add $PROJECT_NAME --api_path=/my/custom/path/rag 24 | ``` 25 | 26 | Note: you remove packages by their api path 27 | 28 | ```bash 29 | langchain app remove my/custom/path/rag 30 | ``` 31 | 32 | After adding the project to your local repo you need to add it to your project's 33 | pyproject.toml 34 | 35 | ```bash 36 | # 37 | # other packages 38 | $PROJECT_NAME = { path = "packages/$PROJECT_NAME" } 39 | # 40 | # 41 | ``` 42 | 43 | Then redeploy by pushing these changes to your git repo for this railway service. 44 | 45 | ## Setup LangSmith (Optional) 46 | LangSmith will help us trace, monitor and debug LangChain applications. 47 | LangSmith is currently in private beta, you can sign up [here](https://smith.langchain.com/). 48 | If you don't have access, you can skip this section 49 | 50 | 51 | ```shell 52 | # add these to your railway enviromental variables or your local .env 53 | LANGCHAIN_TRACING_V2=true 54 | LANGCHAIN_API_KEY= 55 | LANGCHAIN_PROJECT= 56 | # if not specified, defaults to "default" 57 | ``` 58 | -------------------------------------------------------------------------------- /packages/pirate-speak/README.md: -------------------------------------------------------------------------------- 1 | 2 | # pirate-speak 3 | 4 | This template converts user input into pirate speak. 5 | 6 | ## Environment Setup 7 | 8 | Set the `OPENAI_API_KEY` environment variable to access the OpenAI models. 9 | 10 | ## Usage 11 | 12 | To use this package, you should first have the LangChain CLI installed: 13 | 14 | ```shell 15 | pip install -U langchain-cli 16 | ``` 17 | 18 | To create a new LangChain project and install this as the only package, you can do: 19 | 20 | ```shell 21 | langchain app new my-app --package pirate-speak 22 | ``` 23 | 24 | If you want to add this to an existing project, you can just run: 25 | 26 | ```shell 27 | langchain app add pirate-speak 28 | ``` 29 | 30 | And add the following code to your `server.py` file: 31 | ```python 32 | from pirate_speak.chain import chain as pirate_speak_chain 33 | 34 | add_routes(app, pirate_speak_chain, path="/pirate-speak") 35 | ``` 36 | 37 | (Optional) Let's now configure LangSmith. 38 | LangSmith will help us trace, monitor and debug LangChain applications. 39 | LangSmith is currently in private beta, you can sign up [here](https://smith.langchain.com/). 40 | If you don't have access, you can skip this section 41 | 42 | 43 | ```shell 44 | export LANGCHAIN_TRACING_V2=true 45 | export LANGCHAIN_API_KEY= 46 | export LANGCHAIN_PROJECT= # if not specified, defaults to "default" 47 | ``` 48 | 49 | If you are inside this directory, then you can spin up a LangServe instance directly by: 50 | 51 | ```shell 52 | langchain serve 53 | ``` 54 | 55 | This will start the FastAPI app with a server is running locally at 56 | [http://localhost:8000](http://localhost:8000) 57 | 58 | We can see all templates at [http://127.0.0.1:8000/docs](http://127.0.0.1:8000/docs) 59 | We can access the playground at [http://127.0.0.1:8000/pirate-speak/playground](http://127.0.0.1:8000/pirate-speak/playground) 60 | 61 | We can access the template from code with: 62 | 63 | ```python 64 | from langserve.client import RemoteRunnable 65 | 66 | runnable = RemoteRunnable("http://localhost:8000/pirate-speak") 67 | ``` 68 | -------------------------------------------------------------------------------- /packages/pirate-speak/poetry.lock: 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