---
layout: default
title: Roadmap
nav_order: 98
permalink: /roadmap
---

- [ ] Custom LLM config
    - [x] OpenAI Compatible
- [ ] Provider API design
    - [x] LanguageProfile
    - [x] ToolchainContextProvider / ChatContextProvider
    - [x] BuildToolProvider
    - [x] Structurer
    - [x] TestGenProvider
    - [x] RelatedCode
    - [x] SimilarChunk
    - [x] ActionCreator
- [ ] Chat mode
    - [x] Chat UI
    - [x] Chat with selection
- [ ] Touch-point, aka: [Contribution Point](https://code.visualstudio.com/api/references/contribution-points)
    - [X] QuickPick
    - [x] ContextMenu
    - [x] QuickFix
    - [x] CodeLens
    - [x] Terminal
    - [x] Commit Message for SCM
    - [ ] Fix when error
    - [ ] Comments Title: `comments/comment/title`
    - [ ] Fix testings: `testing/message/context`
- [ ] Action by AstNode
    - [x] TreeSitter
        - [x] Class level
        - [x] Method level
        - [x] spike for Variable level, since is not easy to implement
    - [ ] ~~Language Server Protocol~~
        - [ ] ~~Java~~
        - [ ] ~~Python~~
    - [ ] Backend Worker for TreeSitter analysis
- [ ] DevIns language support
    - [ ] Syntax Highlight
    - [ ] Custom command
    - [ ] Input Language
- [ ] Custom prompt
    - [x] Custom prompt settings
    - [x] Custom prompt
        - [x] Align to IDE version
    - [ ] Json Schema validation
        - [ ] Settings
        - [ ] Custom Prompt
- [ ] Custom Agent
    - [ ] Custom Agent
    - [ ] Custom Agent API
- [ ] Custom LLM Server
    - [x] [ollama chat server](./examples/ollama-chat-server/README.md)
- [ ] Local Text Search
    - [x] TF-IDF
        - [natural](https://naturalnode.github.io/natural/tfidf.html)
    - [x] Simple Text Embedding
- [ ] Local Semantic Search
    - [x] ONNX Runtime
    - [x] Transformer.js
        - [x] [transformers](https://xenova.github.io/transformers.js/)
    - [x] Embedding Database
        - [x] [LanceDB](https://github.com/lancedb/lancedb)
        - [x] [vectordb](https://www.npmjs.com/package/vectordb)
    - [x] Semantic Search
    - [ ] Embedding Service
        - [ ] Local
            - [x] Sentence Transformer
        - [ ] Remote - Custom Embedding Server
            - [ ] Local Server
                - [ ] [Dmeta-embedding Mini](https://huggingface.co/DMetaSoul/Dmeta-embedding-zh-small) for Doc
            - [ ] Remote Server
                - [ ] OpenAI
- [ ] Search strategy
    - [x] Hyde Document/Code strategy
    - [x] Hyde Keywords strategy
    - [ ] Symbol search
- RAG Strategy
    - [ ] Pre-information build
    - [ ] Post-symbol recovery
- [ ] Extensions
    - [x] Build Tools
        - [x] Gradle
        - [x] Go Mod
        - [x] NPM
        - [x] Toml
    - [ ] Database
    - [ ] Terminal
- [ ] Docs with RAG
    - [ ] spike: Auto Generate doc based on sourcecode
    - [ ] Custom Document embedding server for RAG
    - [ ] Ask business doc
        - [ ] Markdown
        - [ ] RDF
- [ ] l18n
    -  [x] init