langchain/templates/xml-agent
donbr de496062b3
templates: migrate to langchain_anthropic package to support Claude 3 models (#19393)
- **Description:** update langchain anthropic templates to support
Claude 3 (iterative search, chain of note, summarization, and XML
response)
- **Issue:** issue # N/A. Stability issues and errors encountered when
trying to use older langchain and anthropic libraries.
- **Dependencies:**
  - langchain_anthropic version 0.1.4\
- anthropic package version in the range ">=0.17.0,<1" to support
langchain_anthropic.
- **Twitter handle:** @d_w_b7


- [ x]**Add tests and docs**: If you're adding a new integration, please
include
  1. used instructions in the README for testing

- [ x] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

Additional guidelines:
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
2024-04-06 00:33:59 +00:00
..
tests Templates (#12294) 2023-10-25 18:47:42 -07:00
xml_agent templates: migrate to langchain_anthropic package to support Claude 3 models (#19393) 2024-04-06 00:33:59 +00:00
LICENSE Templates (#12294) 2023-10-25 18:47:42 -07:00
main.py infra: add print rule to ruff (#16221) 2024-02-09 16:13:30 -08:00
poetry.lock templates: migrate to langchain_anthropic package to support Claude 3 models (#19393) 2024-04-06 00:33:59 +00:00
pyproject.toml templates: migrate to langchain_anthropic package to support Claude 3 models (#19393) 2024-04-06 00:33:59 +00:00
README.md Template Readmes and Standardization (#12819) 2023-11-03 13:15:29 -07:00

xml-agent

This package creates an agent that uses XML syntax to communicate its decisions of what actions to take. It uses Anthropic's Claude models for writing XML syntax and can optionally look up things on the internet using DuckDuckGo.

Environment Setup

Two environment variables need to be set:

  • ANTHROPIC_API_KEY: Required for using Anthropic

Usage

To use this package, you should first have the LangChain CLI installed:

pip install -U langchain-cli

To create a new LangChain project and install this as the only package, you can do:

langchain app new my-app --package xml-agent

If you want to add this to an existing project, you can just run:

langchain app add xml-agent

And add the following code to your server.py file:

from xml_agent import agent_executor as xml_agent_chain

add_routes(app, xml_agent_chain, path="/xml-agent")

(Optional) Let's now configure LangSmith. LangSmith will help us trace, monitor and debug LangChain applications. LangSmith is currently in private beta, you can sign up here. If you don't have access, you can skip this section

export LANGCHAIN_TRACING_V2=true
export LANGCHAIN_API_KEY=<your-api-key>
export LANGCHAIN_PROJECT=<your-project>  # if not specified, defaults to "default"

If you are inside this directory, then you can spin up a LangServe instance directly by:

langchain serve

This will start the FastAPI app with a server is running locally at http://localhost:8000

We can see all templates at http://127.0.0.1:8000/docs We can access the playground at http://127.0.0.1:8000/xml-agent/playground

We can access the template from code with:

from langserve.client import RemoteRunnable

runnable = RemoteRunnable("http://localhost:8000/xml-agent")