Everything is Function 在 agent 框架的应用(3) 定义本地模型,并且如何将函数绑定到 prompt 并且解析大语言模型返回值来执行 268 -- 49:49 App 我们就来聊一聊如何实现 tinychain(7) 继续实现 memory 模块以及整理代码,项目是从简单到复杂。 446 38 1:32:28 App 吴恩达&langchain教程:《用LangGraph搭建智能...
TL;DR: The reasoning capabilities of LLMs enable them to execute multiple function calls, using user-provided functions to overcome their inherent limitations (e.g. knowledge cutoffs, poor arithmetic skills, or lack of access to private data). While multi-function calling allows them to tackle ...
API Reference:toolimport osfrom getpass import getpassfrom langchain_openai import ChatOpenAIif "OPENAI_API_KEY" not in os.environ: os.environ["OPENAI_API_KEY"] = getpass()llm = ChatOpenAI(model="gpt-4o-mini", temperature=0)API Reference:ChatOpenAI...
经过几次的LangChain实战,发现其中最常用的两个封装类:RunnableParallel和RunnablePassthrough。这是LangChain独有的表达式语言(LCEL)中最主要的组件。本文我们来深入学习下这两个组件的原理与使用。 0. 前置推荐阅读 LangChain实战系列: ·【AI大模型应用开发】【LangChain系列】实战案例1:用LangChain写Python代码并执行...
我认为,您可以利用Langchain的可运行接口提供的批处理方法。此方法允许同时处理多个输入,这可以帮助防止在响应生成期间收到新提示时崩溃。 从这里开始 优化并行执行(批量) langchain Runnables提供内置批处理API,可让您处理多个输入平行 使用此方法可以在需要时显着提高性能处理多个独立输入,因为可以完成处理并行而不...
langchain 如果子运行时输入模式使用了TypedDict,那么RunnableParallel输入模式将为空,另一个解决方法是使用...
spring-petclinic / spring-petclinic-langchain4j Public Notifications Fork 2 Star 9 Code Issues 3 Pull requests Actions Projects Security Insights New issue Enable parallel-tool-calls #19 Merged arey merged 1 commit into spring-petclinic:main from arey:feature/parallel-tool-calling Dec ...
The first method to detect unrepresentativeness is a visual examination of the chain trajectory. A graph of the sampled parameter values as a function of step in the chain is called a trace plot. Examples appeared previously in Figure 7.4, and new examples appear in Figures 7.10 and 7.11. On...
langchain 如果子运行时输入模式使用了TypedDict,那么RunnableParallel输入模式将为空,另一个解决方法是使用...
129 changes: 110 additions & 19 deletions 129 examples/openai-function-call-example/openai_function_call_example.go Original file line numberDiff line numberDiff line change @@ -5,53 +5,144 @@ import ( "encoding/json" "fmt" "log" "strings" "github.com/tmc/langchaingo/llms" "github....