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AI Semantic Code Search using Endee Vector Database#85

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GitNinja4 wants to merge 2 commits intoendee-io:masterfrom
GitNinja4:ai-code-search
Closed

AI Semantic Code Search using Endee Vector Database#85
GitNinja4 wants to merge 2 commits intoendee-io:masterfrom
GitNinja4:ai-code-search

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This pull request adds an AI-powered semantic code search system built on top of the Endee vector database.

The implementation indexes source code from repositories, splits the code into chunks, generates embeddings using Sentence Transformers, and stores those embeddings in the Endee database. Using vector similarity search, users can query the system with natural language and retrieve relevant code files based on semantic meaning rather than exact keyword matches.

The main components implemented include:

  • Repository loader to clone repositories
  • Code parser to extract and chunk source code files
  • Embedding generation using Sentence Transformers
  • Vector indexing and storage in Endee
  • Semantic search functionality for retrieving relevant code

This enables more intelligent code search compared to traditional keyword-based approaches.

@GitNinja4 GitNinja4 closed this Mar 13, 2026
@GitNinja4 GitNinja4 reopened this Mar 14, 2026
@shaleenji shaleenji closed this Mar 16, 2026
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2 participants