mirror of
https://github.com/hwchase17/langchain.git
synced 2025-05-01 21:35:34 +00:00
Add how-to guides to [Run notebooks job](https://github.com/langchain-ai/langchain/actions/workflows/run_notebooks.yml) and fix existing notebooks. - As with tutorials, cassettes must be updated when HTTP calls in guides change (by running existing [script](https://github.com/langchain-ai/langchain/blob/master/docs/scripts/update_cassettes.sh)). - Cassettes now total ~62mb over 474 files. - `docs/scripts/prepare_notebooks_for_ci.py` lists a number of notebooks that do not run (e.g., due to requiring additional infra, slowness, requiring `input()`, etc.).
1 line
18 KiB
Plaintext
1 line
18 KiB
Plaintext
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 |