- A question answering system which helps user on the codebase wide queries by retrieving relevant 6220 snippets, file names and references
- whenever user says @fca {query}, our system will return relevant information
- sample questions from lancedb blog
- "What is this git repository about?"
- "How does a particular method work?" → where you may not mention the exact name of method
- "Which methods do xyz things?" → it is supposed to identify the relevant method/class names from your query
- They can be more complex, e.g. "What is the connection between EncoderClass and DecoderClass?" → The system is supposed to answer by gathering context from multiple sources (multi-hop question answering)
- [] repository map generation
- [] tree map parser implementation for chunking
- [] generating overall file structure in an md / text file
- [] initial language support for python language
- [] indexing codebases into sqlite-vec along with metadata
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