Real ChatGPT answer · index seedxs9X5cxL1B4completeB2B software · developer toolslocal

Give me an advanced VS Code extension development tutorial focused on adding custom language server protocol features for Python.

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Give me an advanced VS Code extension development tutorial focused on adding custom language server protocol features for Python.
3 real searches · 1 real-search pass
VS Code language server extension guide official documentation Language Server Extension GuideGoogle ↗
OBSERVED
pygls documentation custom methods feature registration Python language serverGoogle ↗
OBSERVED
Language Server Protocol 3.17 specification custom requests semantic tokens code actions diagnosticsGoogle ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
VS Code language server extension guide official documentation Language Server Extension Guide Google ↗
pygls documentation custom methods feature registration Python language server Google ↗
Language Server Protocol 3.17 specification custom requests semantic tokens code actions diagnostics Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
VS Code language server extension guide official documentation Language Server Extension Guide
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
pygls documentation custom methods feature registration Python language server
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Language Server Protocol 3.17 specification custom requests semantic tokens code actions diagnostics
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1