AI - AI Dynamics

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Maker Spotlight: Akshit Ireddy

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@cohere

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03 August 2023 18h01

Maker Spotlight: Akshit Ireddy https://t.co/9Ro8ZS5nbc
— Cohere (@cohere) 3 août 2023

Maker Spotlight: Akshit Ireddy

→ View original post on X — @mit_csail

Best Free Software Tools Worth Using Today

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@mit_csail

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03 August 2023 18h00

What’s the best free software you’re using?

Agent Retriever Tool Architecture for Decision-Making

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03 August 2023 17h46

The basic idea: Give an agent a tool that is itself a retriever. The agent can then call this tool and get back a list of documents This allows the agent to decide when it wants to do retrieval – could do it once, twice, or not at all

New Memory Type for Agent Tool Invocation Results

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03 August 2023 17h46

We've also added a new type of memory This type of memory allows for using the results of previous tool invocations in future agent interactions This means if you ask a follow up question, you don't have to do retrieval all over again

Smart Information Retrieval Strategies for AI Systems

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03 August 2023 17h46

The benefits over normal retrieval include: – You don't do retrieval if the question isn't about the topic
– You don't do retrieval if the question is about previously mentioned topics
– You can do multiple retrieval steps
– You can retrieve from multiple sources

Conversational Retrieval Agents Replace ConversationalRetrievalChain

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03 August 2023 17h46

Conversational Retrieval Agents The most popular chain in @langchain is the ConversationalRetrievalChain, which allows you chat with your data Using an agent instead can allow for great flexibility, and its a narrow and well defined enough agent that its fairly reliable

Conversational Retrieval Agents: Advanced QA Systems

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03 August 2023 17h46

I'll dive into details in this thread, but quick links: Blog: https://
blog.langchain.dev/conversational
-retrieval-agents/
… Python Docs: https://
python.langchain.com/docs/use_cases
/question_answering/how_to/conversational_retrieval_agents
… JS Docs: https://
js.langchain.com/docs/use_cases
/question_answering/conversational_retrieval_agents
…

→ View original post on X — @huggingface

Hugging Face Joins PyTorch Foundation as Premier Member

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@huggingface

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03 August 2023 17h43

Hugging Face is now part of the PyTorch Foundation as a premier member We have been collaborating with the PyTorch team for the past four years and are committed to supporting the project. We share an objective: to lower the barrier of entry to ML. https://
pytorch.org/blog/hugging-f
ace-joins/?hss_channel=tw-776585502606721024
…