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[
"Chat with a codebase using Qdrant and N8N - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/blog/qdrant-n8n/
|
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li
|
OpenAI Chat Model: Configure with OpenAI credentials and the chat model name.
|
[
"blog",
"blog/qdrant-n8n"
] | 17,700 |
[
"Chat with a codebase using Qdrant and N8N - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/blog/qdrant-n8n/
|
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > ul:nth-of-type(4) > li:nth-of-type(4)
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li
|
We use gpt-3.5-turbo for the demo.
|
[
"blog",
"blog/qdrant-n8n"
] | 17,701 |
[
"Chat with a codebase using Qdrant and N8N - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/blog/qdrant-n8n/
|
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > ul:nth-of-type(4) > li:nth-of-type(4) > p
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p
|
OpenAI Chat Model: Configure with OpenAI credentials and the chat model name.
|
[
"blog",
"blog/qdrant-n8n"
] | 17,702 |
[
"Chat with a codebase using Qdrant and N8N - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/blog/qdrant-n8n/
|
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > ul:nth-of-type(4) > li:nth-of-type(4) > p
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p
|
We use gpt-3.5-turbo for the demo.
|
[
"blog",
"blog/qdrant-n8n"
] | 17,703 |
[
"Chat with a codebase using Qdrant and N8N - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/blog/qdrant-n8n/
|
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(9)
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p
|
Once configured, hit the “Chat” button to initiate the chat interface and begin a conversation with your codebase.
|
[
"blog",
"blog/qdrant-n8n"
] | 17,704 |
[
"Chat with a codebase using Qdrant and N8N - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/blog/qdrant-n8n/
|
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(11)
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p
|
To embed the chat in your applications, consider using the @n8n/chat package.
|
[
"blog",
"blog/qdrant-n8n"
] | 17,705 |
[
"Chat with a codebase using Qdrant and N8N - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/blog/qdrant-n8n/
|
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(11)
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p
|
Additionally, N8N supports scheduled workflows and can be triggered by events across various applications.
|
[
"blog",
"blog/qdrant-n8n"
] | 17,706 |
[
"Chat with a codebase using Qdrant and N8N - Qdrant"
] |
/blog/qdrant-n8n/
|
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > h2:nth-of-type(3)
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h2
|
Further reading
|
[
"blog",
"blog/qdrant-n8n"
] | 17,707 |
[
"Chat with a codebase using Qdrant and N8N - Qdrant",
"Further reading"
] |
/blog/qdrant-n8n/
|
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > ul:nth-of-type(5) > li:nth-of-type(1)
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li
|
n8n Documentation
|
[
"blog",
"blog/qdrant-n8n"
] | 17,708 |
[
"Chat with a codebase using Qdrant and N8N - Qdrant",
"Further reading"
] |
/blog/qdrant-n8n/
|
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > ul:nth-of-type(5) > li:nth-of-type(2)
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li
|
n8n Qdrant Node documentation
|
[
"blog",
"blog/qdrant-n8n"
] | 17,709 |
[
"Integration - Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(1)
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p
|
n8n (pronounced n-eight-n) helps you connect any app with an API.
|
[
"tags",
"tags/integration"
] | 17,710 |
[
"Integration - Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(1)
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p
|
You can then manipulate its data with little or no code.
|
[
"tags",
"tags/integration"
] | 17,711 |
[
"Integration - Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(1)
|
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p
|
With the Qdrant node on n8n, you can build AI-powered workflows visually.
|
[
"tags",
"tags/integration"
] | 17,712 |
[
"Integration - Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(2)
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p
|
Let’s go through the process of building a workflow.
|
[
"tags",
"tags/integration"
] | 17,713 |
[
"Integration - Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(2)
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p
|
We’ll build a chat with a codebase service.
|
[
"tags",
"tags/integration"
] | 17,714 |
[
"Integration - Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > h2:nth-of-type(1)
|
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h2
|
Prerequisites
|
[
"tags",
"tags/integration"
] | 17,715 |
[
"Integration - Qdrant",
"Prerequisites"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(1)
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li
|
A running Qdrant instance.
|
[
"tags",
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] | 17,716 |
[
"Integration - Qdrant",
"Prerequisites"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(1)
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li
|
If you need one, use our Quick start guide to set it up.
|
[
"tags",
"tags/integration"
] | 17,717 |
[
"Integration - Qdrant",
"Prerequisites"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(2)
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li
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An OpenAI API Key.
|
[
"tags",
"tags/integration"
] | 17,718 |
[
"Integration - Qdrant",
"Prerequisites"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(2)
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li
|
Retrieve your key from the OpenAI API page for your account.
|
[
"tags",
"tags/integration"
] | 17,719 |
[
"Integration - Qdrant",
"Prerequisites"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(3)
|
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li
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A GitHub access token.
|
[
"tags",
"tags/integration"
] | 17,720 |
[
"Integration - Qdrant",
"Prerequisites"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(3)
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li
|
If you need to generate one, start at the GitHub Personal access tokens page.
|
[
"tags",
"tags/integration"
] | 17,721 |
[
"Integration - Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > h2:nth-of-type(2)
|
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h2
|
Building the App
|
[
"tags",
"tags/integration"
] | 17,722 |
[
"Integration - Qdrant",
"Building the App"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(3)
|
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p
|
Our workflow has two components.
|
[
"tags",
"tags/integration"
] | 17,723 |
[
"Integration - Qdrant",
"Building the App"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(3)
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p
|
Refer to the n8n quick start guide to get acquainted with workflow semantics.
|
[
"tags",
"tags/integration"
] | 17,724 |
[
"Integration - Qdrant",
"Building the App"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(2) > li:nth-of-type(1)
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li
|
A workflow to ingest a GitHub repository into Qdrant
|
[
"tags",
"tags/integration"
] | 17,725 |
[
"Integration - Qdrant",
"Building the App"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(2) > li:nth-of-type(2)
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li
|
A workflow for a chat service with the ingested documents
|
[
"tags",
"tags/integration"
] | 17,726 |
[
"Integration - Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > h4:nth-of-type(1)
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h4
|
Workflow 1: GitHub Repository Ingestion into Qdrant
|
[
"tags",
"tags/integration"
] | 17,727 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(5)
|
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p
|
For this workflow, we’ll use the following nodes:
|
[
"tags",
"tags/integration"
] | 17,728 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(1)
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li
|
Qdrant Vector Store - Insert: Configure with Qdrant credentials and a collection name.
|
[
"tags",
"tags/integration"
] | 17,729 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(1)
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li
|
If the collection doesn’t exist, it’s automatically created with the appropriate configurations.
|
[
"tags",
"tags/integration"
] | 17,730 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(1) > p
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p
|
Qdrant Vector Store - Insert: Configure with Qdrant credentials and a collection name.
|
[
"tags",
"tags/integration"
] | 17,731 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(1) > p
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p
|
If the collection doesn’t exist, it’s automatically created with the appropriate configurations.
|
[
"tags",
"tags/integration"
] | 17,732 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(2)
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li
|
GitHub Document Loader: Configure the GitHub access token, repository name, and branch.
|
[
"tags",
"tags/integration"
] | 17,733 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(2)
|
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li
|
In this example, we’ll use qdrant/demo-food-discovery@main.
|
[
"tags",
"tags/integration"
] | 17,734 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(2) > p
|
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p
|
GitHub Document Loader: Configure the GitHub access token, repository name, and branch.
|
[
"tags",
"tags/integration"
] | 17,735 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(2) > p
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p
|
In this example, we’ll use qdrant/demo-food-discovery@main.
|
[
"tags",
"tags/integration"
] | 17,736 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(3)
|
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li
|
Embeddings OpenAI: Configure with OpenAI credentials and the embedding model options.
|
[
"tags",
"tags/integration"
] | 17,737 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(3)
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li
|
We use the text-embedding-ada-002 model.
|
[
"tags",
"tags/integration"
] | 17,738 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(3) > p
|
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p
|
Embeddings OpenAI: Configure with OpenAI credentials and the embedding model options.
|
[
"tags",
"tags/integration"
] | 17,739 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(3) > p
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p
|
We use the text-embedding-ada-002 model.
|
[
"tags",
"tags/integration"
] | 17,740 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(4)
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li
|
Recursive Character Text Splitter: Configure the text splitter options.
|
[
"tags",
"tags/integration"
] | 17,741 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(4)
|
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li
|
We use the defaults in this example.
|
[
"tags",
"tags/integration"
] | 17,742 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(4) > p
|
[
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p
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Recursive Character Text Splitter: Configure the text splitter options.
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[
"tags",
"tags/integration"
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[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(4) > p
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p
|
We use the defaults in this example.
|
[
"tags",
"tags/integration"
] | 17,744 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(6)
|
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p
|
Connect the workflow to a manual trigger.
|
[
"tags",
"tags/integration"
] | 17,745 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(6)
|
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p
|
Click “Test Workflow” to run it.
|
[
"tags",
"tags/integration"
] | 17,746 |
[
"Integration - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(6)
|
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p
|
You should be able to see the progress in real-time as the data is fetched from GitHub, transformed into vectors and loaded into Qdrant.
|
[
"tags",
"tags/integration"
] | 17,747 |
[
"Integration - Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > h4:nth-of-type(2)
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h4
|
Workflow 2: Chat Service with Ingested Documents
|
[
"tags",
"tags/integration"
] | 17,748 |
[
"Integration - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(8)
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p
|
The workflow use the following nodes:
|
[
"tags",
"tags/integration"
] | 17,749 |
[
"Integration - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(1)
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li
|
Qdrant Vector Store - Retrieve: Configure with Qdrant credentials and the name of the collection the data was loaded into in workflow 1.
|
[
"tags",
"tags/integration"
] | 17,750 |
[
"Integration - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(1) > p
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p
|
Qdrant Vector Store - Retrieve: Configure with Qdrant credentials and the name of the collection the data was loaded into in workflow 1.
|
[
"tags",
"tags/integration"
] | 17,751 |
[
"Integration - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(2)
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li
|
Retrieval Q&A Chain: Configure with default values.
|
[
"tags",
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] | 17,752 |
[
"Integration - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/tags/integration/
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html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(2) > p
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p
|
Retrieval Q&A Chain: Configure with default values.
|
[
"tags",
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] | 17,753 |
[
"Integration - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(3)
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li
|
Embeddings OpenAI: Configure with OpenAI credentials and the embedding model options.
|
[
"tags",
"tags/integration"
] | 17,754 |
[
"Integration - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(3)
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li
|
We use the text-embedding-ada-002 model.
|
[
"tags",
"tags/integration"
] | 17,755 |
[
"Integration - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(3) > p
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p
|
Embeddings OpenAI: Configure with OpenAI credentials and the embedding model options.
|
[
"tags",
"tags/integration"
] | 17,756 |
[
"Integration - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(3) > p
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p
|
We use the text-embedding-ada-002 model.
|
[
"tags",
"tags/integration"
] | 17,757 |
[
"Integration - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(4)
|
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li
|
OpenAI Chat Model: Configure with OpenAI credentials and the chat model name.
|
[
"tags",
"tags/integration"
] | 17,758 |
[
"Integration - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(4)
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li
|
We use gpt-3.5-turbo for the demo.
|
[
"tags",
"tags/integration"
] | 17,759 |
[
"Integration - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(4) > p
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p
|
OpenAI Chat Model: Configure with OpenAI credentials and the chat model name.
|
[
"tags",
"tags/integration"
] | 17,760 |
[
"Integration - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(4) > p
|
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p
|
We use gpt-3.5-turbo for the demo.
|
[
"tags",
"tags/integration"
] | 17,761 |
[
"Integration - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(9)
|
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p
|
Once configured, hit the “Chat” button to initiate the chat interface and begin a conversation with your codebase.
|
[
"tags",
"tags/integration"
] | 17,762 |
[
"Integration - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(11)
|
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p
|
To embed the chat in your applications, consider using the @n8n/chat package.
|
[
"tags",
"tags/integration"
] | 17,763 |
[
"Integration - Qdrant",
"Workflow 2: Chat Service with Ingested Documents"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(11)
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p
|
Additionally, N8N supports scheduled workflows and can be triggered by events across various applications.
|
[
"tags",
"tags/integration"
] | 17,764 |
[
"Integration - Qdrant"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > h2:nth-of-type(3)
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h2
|
Further reading
|
[
"tags",
"tags/integration"
] | 17,765 |
[
"Integration - Qdrant",
"Further reading"
] |
/tags/integration/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(5) > li:nth-of-type(1)
|
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li
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n8n Documentation
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[
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[
"Integration - Qdrant",
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/tags/integration/
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html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(5) > li:nth-of-type(2)
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li
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n8n Qdrant Node documentation
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[
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[
"N8n - Qdrant"
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/tags/n8n/
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html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(1)
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p
|
n8n (pronounced n-eight-n) helps you connect any app with an API.
|
[
"tags",
"tags/n8n"
] | 17,768 |
[
"N8n - Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(1)
|
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p
|
You can then manipulate its data with little or no code.
|
[
"tags",
"tags/n8n"
] | 17,769 |
[
"N8n - Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(1)
|
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p
|
With the Qdrant node on n8n, you can build AI-powered workflows visually.
|
[
"tags",
"tags/n8n"
] | 17,770 |
[
"N8n - Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(2)
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p
|
Let’s go through the process of building a workflow.
|
[
"tags",
"tags/n8n"
] | 17,771 |
[
"N8n - Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(2)
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p
|
We’ll build a chat with a codebase service.
|
[
"tags",
"tags/n8n"
] | 17,772 |
[
"N8n - Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > h2:nth-of-type(1)
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] |
h2
|
Prerequisites
|
[
"tags",
"tags/n8n"
] | 17,773 |
[
"N8n - Qdrant",
"Prerequisites"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(1)
|
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li
|
A running Qdrant instance.
|
[
"tags",
"tags/n8n"
] | 17,774 |
[
"N8n - Qdrant",
"Prerequisites"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(1)
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li
|
If you need one, use our Quick start guide to set it up.
|
[
"tags",
"tags/n8n"
] | 17,775 |
[
"N8n - Qdrant",
"Prerequisites"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(2)
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li
|
An OpenAI API Key.
|
[
"tags",
"tags/n8n"
] | 17,776 |
[
"N8n - Qdrant",
"Prerequisites"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(2)
|
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li
|
Retrieve your key from the OpenAI API page for your account.
|
[
"tags",
"tags/n8n"
] | 17,777 |
[
"N8n - Qdrant",
"Prerequisites"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(3)
|
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li
|
A GitHub access token.
|
[
"tags",
"tags/n8n"
] | 17,778 |
[
"N8n - Qdrant",
"Prerequisites"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(3)
|
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li
|
If you need to generate one, start at the GitHub Personal access tokens page.
|
[
"tags",
"tags/n8n"
] | 17,779 |
[
"N8n - Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > h2:nth-of-type(2)
|
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] |
h2
|
Building the App
|
[
"tags",
"tags/n8n"
] | 17,780 |
[
"N8n - Qdrant",
"Building the App"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(3)
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p
|
Our workflow has two components.
|
[
"tags",
"tags/n8n"
] | 17,781 |
[
"N8n - Qdrant",
"Building the App"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(3)
|
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p
|
Refer to the n8n quick start guide to get acquainted with workflow semantics.
|
[
"tags",
"tags/n8n"
] | 17,782 |
[
"N8n - Qdrant",
"Building the App"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(2) > li:nth-of-type(1)
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li
|
A workflow to ingest a GitHub repository into Qdrant
|
[
"tags",
"tags/n8n"
] | 17,783 |
[
"N8n - Qdrant",
"Building the App"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(2) > li:nth-of-type(2)
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li
|
A workflow for a chat service with the ingested documents
|
[
"tags",
"tags/n8n"
] | 17,784 |
[
"N8n - Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > h4:nth-of-type(1)
|
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h4
|
Workflow 1: GitHub Repository Ingestion into Qdrant
|
[
"tags",
"tags/n8n"
] | 17,785 |
[
"N8n - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(5)
|
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] |
p
|
For this workflow, we’ll use the following nodes:
|
[
"tags",
"tags/n8n"
] | 17,786 |
[
"N8n - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(1)
|
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li
|
Qdrant Vector Store - Insert: Configure with Qdrant credentials and a collection name.
|
[
"tags",
"tags/n8n"
] | 17,787 |
[
"N8n - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(1)
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li
|
If the collection doesn’t exist, it’s automatically created with the appropriate configurations.
|
[
"tags",
"tags/n8n"
] | 17,788 |
[
"N8n - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(1) > p
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p
|
Qdrant Vector Store - Insert: Configure with Qdrant credentials and a collection name.
|
[
"tags",
"tags/n8n"
] | 17,789 |
[
"N8n - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(1) > p
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p
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If the collection doesn’t exist, it’s automatically created with the appropriate configurations.
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[
"tags",
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[
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/tags/n8n/
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html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(2)
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li
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GitHub Document Loader: Configure the GitHub access token, repository name, and branch.
|
[
"tags",
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[
"N8n - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
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/tags/n8n/
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html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(2)
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li
|
In this example, we’ll use qdrant/demo-food-discovery@main.
|
[
"tags",
"tags/n8n"
] | 17,792 |
[
"N8n - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(2) > p
|
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p
|
GitHub Document Loader: Configure the GitHub access token, repository name, and branch.
|
[
"tags",
"tags/n8n"
] | 17,793 |
[
"N8n - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(2) > p
|
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] |
p
|
In this example, we’ll use qdrant/demo-food-discovery@main.
|
[
"tags",
"tags/n8n"
] | 17,794 |
[
"N8n - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(3)
|
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li
|
Embeddings OpenAI: Configure with OpenAI credentials and the embedding model options.
|
[
"tags",
"tags/n8n"
] | 17,795 |
[
"N8n - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(3)
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li
|
We use the text-embedding-ada-002 model.
|
[
"tags",
"tags/n8n"
] | 17,796 |
[
"N8n - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(3) > p
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p
|
Embeddings OpenAI: Configure with OpenAI credentials and the embedding model options.
|
[
"tags",
"tags/n8n"
] | 17,797 |
[
"N8n - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(3) > p
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] |
p
|
We use the text-embedding-ada-002 model.
|
[
"tags",
"tags/n8n"
] | 17,798 |
[
"N8n - Qdrant",
"Workflow 1: GitHub Repository Ingestion into Qdrant"
] |
/tags/n8n/
|
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(4)
|
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] |
li
|
Recursive Character Text Splitter: Configure the text splitter options.
|
[
"tags",
"tags/n8n"
] | 17,799 |
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