chore: update README with a16z context-layer framing#1453
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Caution Review failedPull request was closed or merged during review 📝 WalkthroughWalkthroughRewrote README to center a context-first narrative for data agents: added a16z "Your Data Agents Need Context" references, updated vision and workflow steps (capture context, analyze intent, refine models), emphasized runtime context exposed via MCP/APIs, and updated connectors (added Redshift) and developer entry points. Changes
Estimated code review effort🎯 2 (Simple) | ⏱️ ~10 minutes Possibly related PRs
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Actionable comments posted: 1
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.
Inline comments:
In `@README.md`:
- Line 90: The phrase "open source path" in the README sentence "This is the
practical open source path from text-to-SQL toward context-aware data agents."
should use a hyphenated compound adjective; update it to "open-source path"
wherever that exact sentence or the fragment "open source path" appears in
README.md so the adjective correctly modifies "path."
| 4. MCP clients and AI agents interact with that context through a clean interface. | ||
| 5. Teams keep refining the model as business logic and systems evolve. | ||
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| This is the practical open source path from text-to-SQL toward context-aware data agents. |
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Use hyphenated compound adjective at Line 90.
“open source” should be hyphenated here because it modifies “path.”
✏️ Proposed copy edit
-This is the practical open source path from text-to-SQL toward context-aware data agents.
+This is the practical open-source path from text-to-SQL toward context-aware data agents.📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| This is the practical open source path from text-to-SQL toward context-aware data agents. | |
| This is the practical open-source path from text-to-SQL toward context-aware data agents. |
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[grammar] ~90-~90: Use a hyphen to join words.
Context: ...tems evolve. This is the practical open source path from text-to-SQL toward cont...
(QB_NEW_EN_HYPHEN)
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.
In `@README.md` at line 90, The phrase "open source path" in the README sentence
"This is the practical open source path from text-to-SQL toward context-aware
data agents." should use a hyphenated compound adjective; update it to
"open-source path" wherever that exact sentence or the fragment "open source
path" appears in README.md so the adjective correctly modifies "path."
There was a problem hiding this comment.
♻️ Duplicate comments (1)
README.md (1)
90-90:⚠️ Potential issue | 🟡 MinorHyphenate compound adjective at Line 90 (
open-source path).The phrase still reads “open source path”; as a compound modifier, this should be hyphenated to “open-source path.”
✏️ Proposed copy edit
-This is the practical open source path from text-to-SQL toward context-aware data agents. +This is the practical open-source path from text-to-SQL toward context-aware data agents.🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed. In `@README.md` at line 90, The sentence "This is the practical open source path from text-to-SQL toward context-aware data agents." uses "open source" as a compound modifier; update that phrase to "open-source" so it reads "This is the practical open-source path from text-to-SQL toward context-aware data agents." Replace the unhyphenated occurrence in the README line containing that sentence.
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.
Duplicate comments:
In `@README.md`:
- Line 90: The sentence "This is the practical open source path from text-to-SQL
toward context-aware data agents." uses "open source" as a compound modifier;
update that phrase to "open-source" so it reads "This is the practical
open-source path from text-to-SQL toward context-aware data agents." Replace the
unhyphenated occurrence in the README line containing that sentence.
goldmedal
changed the title
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