A lot of agent toolkits were mostly designed to work with normal LLMs, not chat models But chat models are newer, faster, and generally better We're working on making all our agent toolkits usable with these chat models, s/o @fpingham for doing the first four!
AGENTS
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Informal Group of Hackers and AI Developers Building Cool Projects
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Btw for those that keep asking who this "we" is, it's just me, @thetanmay
, and a group of curious hackers, devs, ML and applied AI folks that want to build cool stuff. This informal group is growing larger — we have no big plans except to keep shipping, learning, and helping! -
GPT Engineer and AI Tools for Junior Developer Scaffolding
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Like SmolAI and @AutoCodePro
, a new repo that basically solves the same use-case: https://
github.com/AntonOsika/gpt
-engineer
… Junior engineer level scaffolding is going to get MUCH easier! -
LangChain SQL chains versus agents: comparative analysis
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we have both in langchain, often for the same purpose! eg SQL chain vs SQL agent pros and cons to each
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Chains vs Agents: Deterministic vs Nondeterministic AI Systems
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assuming im understanding you correctly, this is me is the difference between "chains" and "agents" (at least as far as how I think about them) chains = deterministic sequence of steps = code shell
agents = nondeterministic sequence of steps = llm shell -
SayTap: Language to Quadrupedal Locomotion Control
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SayTap: Language to Quadrupedal Locomotion
— AK (@_akhaliq) 14 juin 2023
paper page: https://t.co/Dk14Ds1D94
Large language models (LLMs) have demonstrated the potential to perform high-level planning. Yet, it remains a challenge for LLMs to comprehend low-level commands, such as joint angle targets or… pic.twitter.com/BteEUxEmalSayTap: Language to Quadrupedal Locomotion paper page: https://
huggingface.co/papers/2306.07
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… Large language models (LLMs) have demonstrated the potential to perform high-level planning. Yet, it remains a challenge for LLMs to comprehend low-level commands, such as joint angle targets or -
OpenAI Functions Release: LangChain Support for Chat Models
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Emergency OpenAI Functions Release `pip install langchain==0.0.199` Support for functions in chat model wrapper Convert @langchain tools to functions Docs: https://
github.com/hwchase17/lang
chain/blob/master/docs/modules/agents/tools/tools_as_openai_functions.ipynb
… Next up… I think its time for a new type of agent -
Pi’s Patience Offers Reassurance for Life’s Annoying Questions
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“It can be comforting to know there's somewhere I can turn at all hours of the day and night to get life's most annoying questions answered,” @ettinger_amy writes for @BusinessInsider
. Read Amy's story on how @heypi_ai’s patience can be reassuring: -
OpenAI Releases Tool Use for GPT-4 API
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Wow! @OpenAI released tool use as part of the new GPT-4 API. This unblocks a huge barrier to building effective agents https://
openai.com/blog/function-
calling-and-other-api-updates
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Mind2Web: Generalist Agent Dataset for Web Task Completion
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Mind2Web: Towards a Generalist Agent for the Web
— AK (@_akhaliq) 12 juin 2023
paper page: https://t.co/ZexYGuQBb6
introduce Mind2Web, the first dataset for developing and evaluating generalist agents for the web that can follow language instructions to complete complex tasks on any website. Existing… pic.twitter.com/FMsMNd3aaBMind2Web: Towards a Generalist Agent for the Web paper page: https://
huggingface.co/papers/2306.06
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… introduce Mind2Web, the first dataset for developing and evaluating generalist agents for the web that can follow language instructions to complete complex tasks on any website. Existing