langchain/docs/modules/memory/how_to_guides.rst
2023-03-07 11:02:46 -08:00

57 lines
2.1 KiB
ReStructuredText

How-To Guides
=============
Types
-----
The first set of examples all highlight different types of memory.
`Buffer <./types/buffer.html>`_: How to use a type of memory that just keeps previous messages in a buffer.
`Buffer Window <./types/buffer_window.html>`_: How to use a type of memory that keeps previous messages in a buffer but only uses the previous `k` of them.
`Summary <./types/summary.html>`_: How to use a type of memory that summarizes previous messages.
`Summary Buffer <./types/summary_buffer.html>`_: How to use a type of memory that keeps a buffer of messages up to a point, and then summarizes them.
`Entity Memory <./types/entity_summary_memory.html>`_: How to use a type of memory that organizes information by entity.
`Knowledge Graph Memory <./types/kg.html>`_: How to use a type of memory that extracts and organizes information in a knowledge graph
.. toctree::
:maxdepth: 1
:glob:
:hidden:
./types/*
Usage
-----
The examples here all highlight how to use memory in different ways.
`Adding Memory <./examples/adding_memory.html>`_: How to add a memory component to any single input chain.
`ChatGPT Clone <./examples/chatgpt_clone.html>`_: How to recreate ChatGPT with LangChain prompting + memory components.
`Adding Memory to Multi-Input Chain <./examples/adding_memory_chain_multiple_inputs.html>`_: How to add a memory component to any multiple input chain.
`Conversational Memory Customization <./examples/conversational_customization.html>`_: How to customize existing conversation memory components.
`Custom Memory <./examples/custom_memory.html>`_: How to write your own custom memory component.
`Adding Memory to Agents <./examples/agent_with_memory.html>`_: How to add a memory component to any agent.
`Conversation Agent <./examples/conversational_agent.html>`_: Example of a conversation agent, which combines memory with agents and a conversation focused prompt.
`Multiple Memory <./examples/multiple_memory.html>`_: How to use multiple types of memory in the same chain.
.. toctree::
:maxdepth: 1
:glob:
:hidden:
./examples/*