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Merge pull request #52 from MODSetter/dev

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info: LLM Observability
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Rohan Verma 2025-04-21 01:47:02 -07:00 • committed by GitHub
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10
README.md
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@ -85,6 +85,16 @@ SurfSense now only works with Google OAuth. Make sure to set your OAuth Client a
![gauth](https://github.com/user-attachments/assets/80d60fe5-889b-48a6-b947-200fdaf544c1)
#### LLM Observability
One easy way to observe SurfSense Researcher Agent is to use LangSmith. Get its API KEY from https://smith.langchain.com/
**Open AI LLMS**
![openai_langraph](https://github.com/user-attachments/assets/b1f4c7a1-0a66-4d21-9053-2e09a5634f95)
**Ollama LLMS**
![ollama_langgraph](https://github.com/user-attachments/assets/5b6c870e-095c-4368-86e6-f7488e0fca28)
#### Crawler Support
SurfSense currently uses [Firecrawl.py](https://www.firecrawl.dev/) right now. Playwright crawler support will be added soon.

6
surfsense_backend/.env.example
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@ -21,3 +21,9 @@ GEMINI_API_KEY="AIzaSyB6-1641124124124124124124124124124"
UNSTRUCTURED_API_KEY="Tpu3P0U8iy"
FIRECRAWL_API_KEY="fcr-01J0000000000000000000000"
#OPTIONAL: Add these for LangSmith Observability
LANGSMITH_TRACING=true
LANGSMITH_ENDPOINT="https://api.smith.langchain.com"
LANGSMITH_API_KEY="lsv2_pt_....."
LANGSMITH_PROJECT="surfsense"