Pdfsearch Zed
Zed's PDF semantic search extension, integrating an AI assistant to enhance document processing capabilities
rating : 2.5 points
downloads : 24
What is the Model Context Protocol (MCP) Server?
The MCP server is a powerful tool for building and maintaining knowledge bases. It can generate embedding vectors by analyzing PDF files and other documents and allows you to perform efficient searches in these documents.How to use the MCP server?
First, install the necessary dependencies, then set up the Python environment and run the script to generate the index. Finally, configure the extension in the Zed editor and start searching.Applicable scenarios
The MCP server is very suitable for enterprises and individual users who need to process a large number of PDF documents, such as researchers, legal practitioners, and technical document writers.Main features
Multi - document supportCan process multiple PDF files and files in directories simultaneously.
Embedded vector generationUse advanced algorithms to generate unique embedding vectors for each document.
Intelligent searchReturn the most relevant document fragments based on the user's query.
Advantages and limitations
Advantages
Supports multiple file formats, such as PDF and Markdown.
Fast and accurate search results.
Easy to integrate into existing workflows.
Limitations
Initial index building may take a long time.
The current version depends on external API services (e.g., OpenAI).
How to use
Clone the repository
Clone the source code of this project via Git.
Set up the Python environment
Initialize the Python virtual environment and synchronize the dependencies.
Create an index
Run the script to generate the required embedding vectors.
Configure Zed
Add the relevant configuration of the MCP server in the Zed editor.
Usage examples
Case 1: Find a specific termThe user wants to find all paragraphs that mention 'artificial intelligence'.
Case 2: Search across multiple filesThe user wants to find relevant information in a directory containing multiple PDF files.
Frequently Asked Questions
Does it support other file formats?
How to solve the problem of long index building time?
Related resources
Official documentation
Learn how to develop and deploy Zed extensions.
GitHub project homepage
Get the latest version of the code and update logs.
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