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fix(docs): Custom RAG Grade Documents sample #1155

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Merged
merged 2 commits into from
Oct 28, 2025
Merged

fix(docs): Custom RAG Grade Documents sample #1155

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9a38408
Update agentic-rag.mdx Grade Documents sample
orvillem Oct 28, 2025
b34ee47
Merge branch 'main' into patch-1
lnhsingh Oct 28, 2025
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8 changes: 5 additions & 3 deletions src/oss/langgraph/agentic-rag.mdx
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Expand Up @@ -457,7 +457,7 @@ Note that the components will operate on the [`MessagesState`](/oss/langgraph/gr
temperature: 0,
}).withStructuredOutput(gradeDocumentsSchema);

const score = await chain.invoke({
const score = await prompt.pipe(model).invoke({
question: messages.at(0)?.content,
context: messages.at(-1)?.content,
});
Expand All @@ -470,13 +470,15 @@ Note that the components will operate on the [`MessagesState`](/oss/langgraph/gr
```
2. Run this with irrelevant documents in the tool response:
```typescript
import { ToolMessage } from "@langchain/core/messages";

const input = {
messages: [
new HumanMessage("What does Lilian Weng say about types of reward hacking?"),
new AIMessage({
tool_calls: [
{
type: "tool_call"
type: "tool_call",
name: "retrieve_blog_posts",
args: { query: "types of reward hacking" },
id: "1",
Expand All @@ -499,7 +501,7 @@ Note that the components will operate on the [`MessagesState`](/oss/langgraph/gr
new AIMessage({
tool_calls: [
{
type: "tool_call"
type: "tool_call",
name: "retrieve_blog_posts",
args: { query: "types of reward hacking" },
id: "1",
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