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docs: chains & memory fixes (#9895)

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Various improvements to the Chains & Memory sections of the
documentation including formatting, spelling, and grammar fixes to
improve readability.
This commit is contained in:
seamusp
2023-09-03 15:06:20 -07:00
committed by GitHub
parent 4dc47bd3ac
commit abd8681341
28 changed files with 69 additions and 70 deletions
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8
docs/extras/modules/chains/how_to/openai_functions.ipynb
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@@ -36,7 +36,7 @@
"metadata": {},
"source": [
"## Getting structured outputs\n",
"We can take advantage of OpenAI functions to try and force the model to return a particular kind of structured output. We'll use the `create_structured_output_chain` to create our chain, which takes the desired structured output either as a Pydantic class or as JsonSchema.\n",
"We can take advantage of OpenAI functions to try and force the model to return a particular kind of structured output. We'll use `create_structured_output_chain` to create our chain, which takes the desired structured output either as a Pydantic class or as JsonSchema.\n",
"\n",
"See here for relevant [reference docs](https://api.python.langchain.com/en/latest/chains/langchain.chains.openai_functions.base.create_structured_output_chain.html)."
]
@@ -178,7 +178,7 @@
"source": [
"### Using JsonSchema\n",
"\n",
"We can also pass in JsonSchema instead of Pydantic classes to specify the desired structure. When we do this, our chain will output json corresponding to the properties described in the JsonSchema, instead of a Pydantic class."
"We can also pass in JsonSchema instead of Pydantic classes to specify the desired structure. When we do this, our chain will output JSON corresponding to the properties described in the JsonSchema, instead of a Pydantic class."
]
},
{
@@ -409,7 +409,7 @@
"id": "403ea5dd",
"metadata": {},
"source": [
"If we pass in multiple Python functions or OpenAI functions, then the returned output will be of the form\n",
"If we pass in multiple Python functions or OpenAI functions, then the returned output will be of the form:\n",
"```python\n",
"{\"name\": \"<<function_name>>\", \"arguments\": {<<function_arguments>>}}\n",
"```"
@@ -471,7 +471,7 @@
"id": "5f93686b",
"metadata": {},
"source": [
"## Other Chains using OpenAI functions\n",
"## Other Chains using OpenAI functions\n",
"\n",
"There are a number of more specific chains that use OpenAI functions.\n",
"- [Extraction](/docs/modules/chains/additional/extraction): very similar to structured output chain, intended for information/entity extraction specifically.\n",