But you don't just have to use the predefined conversation chain! Here's how you can add memory to any LLM chain: https://
langchain.readthedocs.io/en/latest/exam
ples/memory/adding_memory.html
… And here's how you can add memory to an agent: https://
langchain.readthedocs.io/en/latest/exam
ples/memory/agent_with_memory.html
…
AI
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Add Memory to Any LLM Chain and Agent
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LangChain Chains Now Support Stateful Conversations and Memory
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So far all the chains/agents in LangChain have been stateless, meaning each interaction is independent This is far from ideal for some real world settings (eg chatbots) where you want the chain/agent to remember previous conversations
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Memory Module: Loading and Saving Data in Chains
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To achieve this, we added the the concept of a memory module This module: Loads things from memory before passing user input to the chain Saves things to memory after the chain is finished
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Types of Memory in LangChain: Short-term and Long-term
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There are different types of memory, eg: Short term memory, like what the previous user input was Long term memory, like what the user previous said about a particular person or place Both of these can fit into this memory abstraction. Let's take a closer look at some
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ConversationChain and Memory Module in LangChain
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This past Friday @sjwhitmore added the very cool ConversationChain As part of doing this, she also added the concept of a Memory module. Here's what that is and why it's useful, :
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Whisper Speech Recognition Expands to 70+ Languages
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Excited about democratising speech recognition and bringing Whisper closer to 70+ languages? Sign up for the event now: https://
forms.gle/86Uxttisyyt9yM
HW7
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Whisper Fine Tuning Event: Architecture and VoxPopuli Dataset
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Monday just got a whole lot more interesting! We're excited to announce 2 talks as part of the upcoming Whisper Fine Tuning Event. 1. @OpenAI
's @_jongwook_kim on the Whisper architecture.
2. @MetaAI
's @ChanghanWang on the VoxPopuli dataset. https://
youtube.com/watch?v=fZMiD8
sDzzg
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Cerebras Showcases AI Hardware at NeurIPS Conference Booth
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Cerebras will be at @NeurIPSConf this week, come meet us at booth #809! #NeurIPS #AI #ML
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Fernando Receives CMU Acceptance Congratulations
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Congratulations Fernando! Wish you the best at CMU, they are lucky to have you!
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Google Research Brain Team Discusses Reinforcement Learning Advances
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Curious about the sort of work being done in Google Research? At 11am today, the Google booth will be hosting @agarwl_ to talk about some of the exciting #ReinforcementLearning work being done on Google Research's Brain Team!