mirror of
https://github.com/hwchase17/langchain
synced 2024-11-06 03:20:49 +00:00
72 lines
2.0 KiB
Markdown
72 lines
2.0 KiB
Markdown
# Chain-of-Note (Wikipedia)
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Implements Chain-of-Note as described in https://arxiv.org/pdf/2311.09210.pdf by Yu, et al. Uses Wikipedia for retrieval.
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Check out the prompt being used here https://smith.langchain.com/hub/bagatur/chain-of-note-wiki.
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## Environment Setup
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Uses Anthropic claude-3-sonnet-20240229 chat model. Set Anthropic API key:
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```bash
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export ANTHROPIC_API_KEY="..."
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```
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## Usage
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To use this package, you should first have the LangChain CLI installed:
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```shell
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pip install -U "langchain-cli[serve]"
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```
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To create a new LangChain project and install this as the only package, you can do:
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```shell
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langchain app new my-app --package chain-of-note-wiki
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```
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If you want to add this to an existing project, you can just run:
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```shell
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langchain app add chain-of-note-wiki
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```
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And add the following code to your `server.py` file:
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```python
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from chain_of_note_wiki import chain as chain_of_note_wiki_chain
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add_routes(app, chain_of_note_wiki_chain, path="/chain-of-note-wiki")
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```
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(Optional) Let's now configure LangSmith.
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LangSmith will help us trace, monitor and debug LangChain applications.
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You can sign up for LangSmith [here](https://smith.langchain.com/).
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If you don't have access, you can skip this section
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```shell
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export LANGCHAIN_TRACING_V2=true
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export LANGCHAIN_API_KEY=<your-api-key>
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export LANGCHAIN_PROJECT=<your-project> # if not specified, defaults to "default"
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```
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If you are inside this directory, then you can spin up a LangServe instance directly by:
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```shell
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langchain serve
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```
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This will start the FastAPI app with a server is running locally at
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[http://localhost:8000](http://localhost:8000)
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We can see all templates at [http://127.0.0.1:8000/docs](http://127.0.0.1:8000/docs)
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We can access the playground at [http://127.0.0.1:8000/chain-of-note-wiki/playground](http://127.0.0.1:8000/chain-of-note-wiki/playground)
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We can access the template from code with:
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```python
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from langserve.client import RemoteRunnable
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runnable = RemoteRunnable("http://localhost:8000/chain-of-note-wiki")
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```
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