mirror of
https://github.com/hwchase17/langchain
synced 2024-11-13 19:10:52 +00:00
595dc592c9
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
29 KiB
Plaintext
1 line
29 KiB
Plaintext
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 |