docs stuff

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from app.agents.researcher.graph import graph as researcher_graph
from app.agents.researcher.sub_section_writer.graph import graph as sub_section_writer_graph
print(researcher_graph.get_graph().draw_mermaid())
print(sub_section_writer_graph.get_graph().draw_mermaid())

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---
title: Welcome Docs
title: Prerequisites
description: Required setup's before setting up SurfSense
full: true
---
## Introduction
I love Docs.
## PGVector installation Guide
SurfSense requires the pgvector extension for PostgreSQL:
### Linux and Mac
Compile and install the extension (supports Postgres 13+)
```sh
cd /tmp
git clone --branch v0.8.0 https://github.com/pgvector/pgvector.git
cd pgvector
make
make install # may need sudo
```
See the [installation notes](https://github.com/pgvector/pgvector/tree/master#installation-notes---linux-and-mac) if you run into issues
### Windows
Ensure [C++ support in Visual Studio](https://learn.microsoft.com/en-us/cpp/build/building-on-the-command-line?view=msvc-170#download-and-install-the-tools) is installed, and run:
```cmd
call "C:\Program Files\Microsoft Visual Studio\2022\Community\VC\Auxiliary\Build\vcvars64.bat"
```
Note: The exact path will vary depending on your Visual Studio version and edition
Then use `nmake` to build:
```cmd
set "PGROOT=C:\Program Files\PostgreSQL\16"
cd %TEMP%
git clone --branch v0.8.0 https://github.com/pgvector/pgvector.git
cd pgvector
nmake /F Makefile.win
nmake /F Makefile.win install
```
See the [installation notes](https://github.com/pgvector/pgvector/tree/master#installation-notes---windows) if you run into issues
## File Upload's
Files are converted to LLM friendly formats using [Unstructured](https://github.com/Unstructured-IO/unstructured)
1. Get an Unstructured.io API key from [Unstructured Platform](https://platform.unstructured.io/)
2. You should be able to generate API keys once registered
![Image](/docs/unstructured.png)
## Google OAuth Setup
SurfSense user management and authentication works on Google OAuth.
1. Set up OAuth Client at [Google Developer Console](https://developers.google.com/identity/protocols/oauth2)
2. Enable People API.
3. Note your OAuth Client.
## LLM Observability (Optional)
For monitoring LLM interactions:
1. Get a LangSmith API key from [smith.langchain.com](https://smith.langchain.com/)
2. This helps in observing SurfSense Researcher Agent operations
## Crawler Support
SurfSense currently uses [Firecrawl.py](https://www.firecrawl.dev/) for web crawling.
## API Keys
Prepare the following API keys:
1. LLM API keys (OpenAI, Gemini, etc.) based on your selected models
2. Unstructured.io API key
3. Firecrawl API key (if using the crawler)
## Next Steps
Once you have all prerequisites in place, proceed to the [installation guide](/docs/installation) to set up SurfSense.

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{
"title": "Setup",
"description": "The setup guide for Surfsense",
"root": true,
"pages": [
"---Setup---",
"index"
]
}

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