mirror of
https://github.com/hwchase17/langchain.git
synced 2025-04-29 04:16:02 +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
41 KiB
Plaintext
1 line
41 KiB
Plaintext
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 |