mirror of
https://github.com/hwchase17/langchain.git
synced 2025-06-19 21:33:51 +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
16 KiB
Plaintext
1 line
16 KiB
Plaintext
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 |