The top prompt on the LangChain Hub is a Superagent prompt This prompt helps to power one of the leading agent platforms Explore the prompt here: https://
smith.langchain.com/hub/homanp/sup
eragent
… And join @pelaseyed and I to discuss all things superagent related this Thursday https://
crowdcast.io/c/ltmfb7aqb3ho
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Superagent Prompt Tops LangChain Hub Platform
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LangChain Hub: Behind-the-Scenes Prompts for Content Generation
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This is fantastic!!
— Harrison Chase (@hwchase17) 13 septembre 2023
Also really cool to look at the prompts that are doing behind the scenes – all on the hub
Blog generator: https://t.co/0sCjYbjOjW
Tweet-from-text: https://t.co/ncILBMPzsg
Newsletter: https://t.co/PkfUwRfSjY
Summarize: https://t.co/4OUXh2lpey https://t.co/jqRGSSfBblThis is fantastic!! Also really cool to look at the prompts that are doing behind the scenes – all on the hub Blog generator: https://
smith.langchain.com/hub/hardkothar
i/blog-generator
… Tweet-from-text: https://
smith.langchain.com/hub/hardkothar
i/tweet-from-text
… Newsletter: https://
smith.langchain.com/hub/hardkothar
i/newsletter_generator
… Summarize: https://
smith.langchain.com/hub/hardkothar
i/text_summary
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LangChain Component Guides Users Through Interactive Lesson Plans
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We released this for a few langchain components and people enjoyed it!
— Harrison Chase (@hwchase17) 12 septembre 2023
Not your typical chatbot – doesn't just answer questions but proactively guides users through small lesson plans
Awesome to collab with @MisbahSy on this https://t.co/ia2JJMaWeHWe released this for a few langchain components and people enjoyed it! Not your typical chatbot – doesn't just answer questions but proactively guides users through small lesson plans Awesome to collab with @MisbahSy on this
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Open-Source LLMs Become Effective Tool Manipulators
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Find the paper on @arxiv at https://
arxiv.org/abs/2305.16504 and more details on our blog at https://
sambanova.ai/blog/enabling-
open-source-llms-to-become-effective-tool-manipulators/
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Open-Source LLMs Struggle With API Selection and Code Generation
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According to our error analysis, we observe that open-source LLMs often face difficulty in 1. API selection
2. API argument population,
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Open Source Models Progress With API Integration Capabilities
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These capabilities allow models to access knowledge beyond their training data. OSS models have made progress with releases from @AiEleuther @Meta @BigscienceW @StabilityAI @TIIuae @salesforce @BigCodeProject @databricks however their ability to use software APIs is unclear(3/10)
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ToolBench: Comprehensive AI Agent Orchestration Benchmark Suite
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We create a comprehensive benchmark suite that covers a range of use cases. Using a single API call to do something useful to orchestrating and planning multiple API calls to solve a complex problem. The benchmark is called ToolBench, available at https://
github.com/sambanova/tool
bench
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Teaching LLMs to Use Tools Over Direct Computation
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For example, it's better to teach a LLM to use a calculator rather than teaching it to do complex math. (2/10)
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Open Source LLMs Become Effective Tool Manipulators
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TECHNICAL UPDATE: We are excited to share our work on how to enable OSS to become effective tool manipulators. https://
sambanova.ai/blog/enabling-
open-source-llms-to-become-effective-tool-manipulators/
… The benchmarks, leaderboard, and tuned models are available on @huggingface
. (1/10)