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introduce chat api to the project supported by langchain's sql-agent #2788

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introduce chat api to the project supported by langchain's sql-agent #2788

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ianhe8x
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@ianhe8x ianhe8x commented May 15, 2025 •
edited by stwiname
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Description

integrate llm chat api to query data from database

  • support openai, claude-ai and other openai compatibles
  • use environment to set LLM secrets
  • an openai styled chat api is now exposed from /v1/chat/completions
  • this feature is enabled by default, use --chat=false to turn off
    other minor changes
  • remove project service to drop support for legacy version of subql node
    Fixes # (issue)

Type of change

Please delete options that are not relevant.

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • This change requires a documentation update

Checklist

  • I have tested locally
  • I have performed a self review of my changes
  • Updated any relevant documentation
  • Linked to any relevant issues
  • I have added tests relevant to my changes
  • Any dependent changes have been merged and published in downstream modules
  • My code is up to date with the base branch
  • I have updated relevant changelogs. We suggest using chan

@ianhe8x ianhe8x requested a review from stwiname May 15, 2025 01:03
stwiname
stwiname reviewed May 15, 2025
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packages/query/src/configure/configure.module.ts Outdated
@@ -85,6 +86,17 @@ export class ConfigureModule {
pgClient._explainResults = [];
});
}
// todo: support ssl
const dataSource = new DataSource({
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Can we specify this as read only?

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I couldn't find a way. I think user may have to set up the readonly permission on db user

packages/query/src/llm/chat.module.ts Outdated
choices: [
{
index: 0,
message: {role: 'assistant', content: fullResponse},
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Is this the right behaviour to send the full response again at the end of a stream?

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This part will need some clean up. Changed from initial version, i return the tool response as reasoning to user.
Although it is called fullResponse it is just the last message from llm which is considered the final answer of the question so it was send to user.

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github-actions bot commented May 22, 2025 •
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Coverage report for .

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... / substrateDictionary.service.ts
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... / types.ts
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... / substrateDictionaryV1.ts
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... / substrateDictionaryV2.ts
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... / indexer.manager.ts
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... / runtimeService.ts
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... / types.ts
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... / project.ts
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... / buffer.ts
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... / logger.ts
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Test suite run failed

Failed tests: 1/669. Failed suites: 1/111. 
  ● CLI create project and delete project › Create project and delete

    Failed to create project: internal server error

      94 | export function errorHandle(e: any, msg: string): Error {
      95 |   if (axios.isAxiosError(e) && e?.response?.data) {
    > 96 |     return new Error(`${msg} ${e.response.data.message ?? e.response.data}`);
         |            ^
      97 |   }
      98 |
      99 |   return new Error(`${msg} ${e.message}`);

      at errorHandle (packages/cli/src/utils/utils.ts:96:12)
      at createProject (packages/cli/src/controller/project-controller.ts:59:22)
      at Object.<anonymous> (packages/cli/src/controller/project-controller.spec.ts:27:28)

Report generated by 🧪jest coverage report action from 1913bce

@stwiname stwiname marked this pull request as ready for review May 26, 2025 22:22
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@ianhe8x @stwiname