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https://github.com/hwchase17/langchain
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docs: clean up tool how to titles (#24373)
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@ -5,7 +5,7 @@
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"id": "9a8bceb3-95bd-4496-bb9e-57655136e070",
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"metadata": {},
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"source": [
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"# How to use Runnables as Tools\n",
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"# How to convert Runnables as Tools\n",
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"\n",
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":::info Prerequisites\n",
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"\n",
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@ -541,7 +541,7 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.4"
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"version": "3.11.9"
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}
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},
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"nbformat": 4,
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@ -5,7 +5,7 @@
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"id": "5436020b",
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"metadata": {},
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"source": [
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"# How to create custom tools\n",
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"# How to create tools\n",
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"\n",
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"When constructing an agent, you will need to provide it with a list of `Tool`s that it can use. Besides the actual function that is called, the Tool consists of several components:\n",
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"\n",
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@ -185,19 +185,20 @@ Indexing is the process of keeping your vectorstore in-sync with the underlying
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LangChain [Tools](/docs/concepts/#tools) contain a description of the tool (to pass to the language model) as well as the implementation of the function to call. Refer [here](/docs/integrations/tools/) for a list of pre-buit tools.
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- [How to: create custom tools](/docs/how_to/custom_tools)
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- [How to: use built-in tools and built-in toolkits](/docs/how_to/tools_builtin)
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- [How to: convert Runnables to tools](/docs/how_to/convert_runnable_to_tool)
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- [How to: use chat model to call tools](/docs/how_to/tool_calling)
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- [How to: pass tool results back to model](/docs/how_to/tool_results_pass_to_model)
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- [How to: add ad-hoc tool calling capability to LLMs and chat models](/docs/how_to/tools_prompting)
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- [How to: create tools](/docs/how_to/custom_tools)
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- [How to: use built-in tools and toolkits](/docs/how_to/tools_builtin)
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- [How to: use chat models to call tools](/docs/how_to/tool_calling)
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- [How to: pass tool outputs to chat models](/docs/how_to/tool_results_pass_to_model)
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- [How to: pass run time values to tools](/docs/how_to/tool_runtime)
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- [How to: add a human in the loop to tool usage](/docs/how_to/tools_human)
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- [How to: handle errors when calling tools](/docs/how_to/tools_error)
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- [How to: disable parallel tool calling](/docs/how_to/tool_choice)
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- [How to: access the `RunnableConfig` object within a custom tool](/docs/how_to/tool_configure)
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- [How to: stream events from child runs within a custom tool](/docs/how_to/tool_stream_events)
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- [How to: return extra artifacts from a tool](/docs/how_to/tool_artifacts/)
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- [How to: add a human-in-the-loop for tools](/docs/how_to/tools_human)
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- [How to: handle tool errors](/docs/how_to/tools_error)
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- [How to: force models to call a tool](/docs/how_to/tool_choice)
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- [How to: disable parallel tool calling](/docs/how_to/tool_calling_parallel)
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- [How to: access the `RunnableConfig` from a tool](/docs/how_to/tool_configure)
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- [How to: stream events from a tool](/docs/how_to/tool_stream_events)
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- [How to: return artifacts from a tool](/docs/how_to/tool_artifacts/)
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- [How to: convert Runnables to tools](/docs/how_to/convert_runnable_to_tool)
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- [How to: add ad-hoc tool calling capability to models](/docs/how_to/tools_prompting)
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### Multimodal
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@ -5,11 +5,12 @@
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"id": "503e36ae-ca62-4f8a-880c-4fe78ff5df93",
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"metadata": {},
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"source": [
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"# How to return extra artifacts from a tool\n",
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"# How to return artifacts from a tool\n",
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"\n",
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":::info Prerequisites\n",
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"This guide assumes familiarity with the following concepts:\n",
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"\n",
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"- [ToolMessage](/docs/concepts/#toolmessage)\n",
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"- [Tools](/docs/concepts/#tools)\n",
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"- [Function/tool calling](/docs/concepts/#functiontool-calling)\n",
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"\n",
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@ -17,7 +17,7 @@
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# How to use a model to call tools\n",
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"# How to use chat models to call tools\n",
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"\n",
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":::info Prerequisites\n",
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"\n",
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@ -343,7 +343,7 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.5"
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"version": "3.11.9"
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}
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},
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"nbformat": 4,
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@ -4,7 +4,13 @@
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Disabling parallel tool calling (OpenAI only)\n",
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"# How to disable parallel tool calling\n",
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"\n",
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":::info OpenAI-specific\n",
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"\n",
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"This API is currently only supported by OpenAI.\n",
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"\n",
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":::\n",
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"\n",
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"OpenAI tool calling performs tool calling in parallel by default. That means that if we ask a question like \"What is the weather in Tokyo, New York, and Chicago?\" and we have a tool for getting the weather, it will call the tool 3 times in parallel. We can force it to call only a single tool once by using the ``parallel_tool_call`` parameter."
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]
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@ -99,10 +105,24 @@
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"name": "python"
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.11.9"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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"nbformat_minor": 4
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}
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@ -4,7 +4,7 @@
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# How to force tool calling behavior\n",
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"# How to force models to call a tool\n",
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"\n",
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":::info Prerequisites\n",
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"\n",
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@ -125,10 +125,24 @@
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"name": "python"
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.11.9"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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"nbformat_minor": 4
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}
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@ -4,7 +4,7 @@
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# How to access the RunnableConfig object within a custom tool\n",
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"# How to access the RunnableConfig from a tool\n",
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"\n",
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":::info Prerequisites\n",
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"\n",
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@ -110,7 +110,7 @@
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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@ -124,9 +124,9 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.5"
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"version": "3.11.9"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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"nbformat_minor": 4
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}
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@ -4,7 +4,7 @@
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# How to pass tool outputs to the model\n",
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"# How to pass tool outputs to chat models\n",
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"\n",
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":::info Prerequisites\n",
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"This guide assumes familiarity with the following concepts:\n",
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@ -4,7 +4,7 @@
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# How to pass run time values to a tool\n",
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"# How to pass run time values to tools\n",
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"\n",
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":::info Prerequisites\n",
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"\n",
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@ -4,7 +4,7 @@
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# How to stream events from child runs within a custom tool\n",
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"# How to stream events from a tool\n",
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"\n",
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":::info Prerequisites\n",
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"\n",
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@ -294,7 +294,7 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.11.4"
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"version": "3.11.9"
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}
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},
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"nbformat": 4,
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@ -228,7 +228,7 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.11.4"
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"version": "3.11.9"
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}
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},
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"nbformat": 4,
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