Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

feat(product-assistant): enhanced trends generation #25484

Merged
merged 178 commits into from
Oct 25, 2024
Merged

Conversation

skoob13
Copy link
Contributor

@skoob13 skoob13 commented Oct 9, 2024

Problem

A straightforward approach for generating insight schemas is naive. This PR introduces a new strategy for generating schemas through two-step generation:
The ReAct agent for plan generation provides a flexible and robust way to discover suitable taxonomies for events and event property filters.

  • The schema generation step using function calling with the Trends JSON schema and the previously generated plan.

Changes

  • Bumped dependencies.
  • Bootstraped the agent using LangGraph.
  • Moved the two-step generation from the notebooks.

Does this work well for both Cloud and self-hosted?

No, and it's intentional. The agent is under ee and has a different license. We may reconsider this later, but it will be under ee for some time.

How did you test this code?

There are very basic tests for conversation reconstruction. I will add additional tests later.

@posthog-bot
Copy link
Contributor

📸 UI snapshots have been updated

4 snapshot changes in total. 0 added, 4 modified, 0 deleted:

  • chromium: 0 added, 4 modified, 0 deleted (diff for shard 1)
  • webkit: 0 added, 0 modified, 0 deleted

Triggered by this commit.

👉 Review this PR's diff of snapshots.

@posthog-bot
Copy link
Contributor

📸 UI snapshots have been updated

4 snapshot changes in total. 0 added, 4 modified, 0 deleted:

  • chromium: 0 added, 4 modified, 0 deleted (diff for shard 1)
  • webkit: 0 added, 0 modified, 0 deleted

Triggered by this commit.

👉 Review this PR's diff of snapshots.

@posthog-bot
Copy link
Contributor

📸 UI snapshots have been updated

4 snapshot changes in total. 0 added, 4 modified, 0 deleted:

  • chromium: 0 added, 4 modified, 0 deleted (diff for shard 1)
  • webkit: 0 added, 0 modified, 0 deleted

Triggered by this commit.

👉 Review this PR's diff of snapshots.

@posthog-bot
Copy link
Contributor

📸 UI snapshots have been updated

4 snapshot changes in total. 0 added, 4 modified, 0 deleted:

  • chromium: 0 added, 4 modified, 0 deleted (diff for shard 1)
  • webkit: 0 added, 0 modified, 0 deleted

Triggered by this commit.

👉 Review this PR's diff of snapshots.

@posthog-bot
Copy link
Contributor

📸 UI snapshots have been updated

2 snapshot changes in total. 0 added, 2 modified, 0 deleted:

  • chromium: 0 added, 2 modified, 0 deleted (diff for shard 1)
  • webkit: 0 added, 0 modified, 0 deleted

Triggered by this commit.

👉 Review this PR's diff of snapshots.

@posthog-bot
Copy link
Contributor

📸 UI snapshots have been updated

2 snapshot changes in total. 0 added, 2 modified, 0 deleted:

  • chromium: 0 added, 2 modified, 0 deleted (diff for shard 1)
  • webkit: 0 added, 0 modified, 0 deleted

Triggered by this commit.

👉 Review this PR's diff of snapshots.

@posthog-bot
Copy link
Contributor

📸 UI snapshots have been updated

1 snapshot changes in total. 0 added, 1 modified, 0 deleted:

  • chromium: 0 added, 1 modified, 0 deleted (diff for shard 2)
  • webkit: 0 added, 0 modified, 0 deleted

Triggered by this commit.

👉 Review this PR's diff of snapshots.

Copy link
Member

@Twixes Twixes left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Let's go

@posthog-bot
Copy link
Contributor

📸 UI snapshots have been updated

1 snapshot changes in total. 0 added, 1 modified, 0 deleted:

  • chromium: 0 added, 1 modified, 0 deleted (diff for shard 2)
  • webkit: 0 added, 0 modified, 0 deleted

Triggered by this commit.

👉 Review this PR's diff of snapshots.

@skoob13 skoob13 merged commit 62cfd13 into master Oct 25, 2024
94 checks passed
@skoob13 skoob13 deleted the feat/trends-agent branch October 25, 2024 12:19
timgl pushed a commit that referenced this pull request Oct 25, 2024
Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: Michael Matloka <[email protected]>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

3 participants